{ "cells": [ { "cell_type": "markdown", "id": "optimum-syndication", "metadata": {}, "source": [ "# Shape Analysis of Cancer Cells" ] }, { "cell_type": "markdown", "id": "formed-symphony", "metadata": {}, "source": [ "Lead author: Nina Miolane.\n", "\n", "This notebook studies *Osteosarcoma* (bone cancer) cells and the impact of drug treatment on their *morphological shapes*, by analyzing cell images obtained from fluorescence microscopy. \n", "\n", "This analysis relies on the *elastic metric between discrete curves* from Geomstats. We will study to which extent this metric can detect how the cell shape is associated with the response to treatment.\n", "\n", "This notebook is adapted from Florent Michel's submission to the [ICLR 2021 Computational Geometry and Topology challenge](https://github.com/geomstats/challenge-iclr-2021)." ] }, { "cell_type": "markdown", "id": "processed-reach", "metadata": {}, "source": [ "
\n", " \n", "
" ] }, { "cell_type": "markdown", "id": "tired-magnitude", "metadata": {}, "source": [ "Figure 1: Representative images of the cell lines using fluorescence microscopy, studied in this notebook (Image credit : Ashok Prasad). The cells nuclei (blue), the actin cytoskeleton (green) and the lipid membrane (red) of each cell are stained and colored. We only focus on the cell shape in our analysis." ] }, { "cell_type": "markdown", "id": "resistant-palmer", "metadata": {}, "source": [ "# 1. Introduction and Motivation" ] }, { "cell_type": "markdown", "id": "occasional-state", "metadata": {}, "source": [ "Biological cells adopt a variety of shapes, determined by multiple processes and biophysical forces under the control of the cell. These shapes can be studied with different quantitative measures that reflect the cellular morphology [(MGCKCKDDRTWSBCC2018)](#References). With the emergence of large-scale biological cell image data, morphological studies have many applications. For example, measures of irregularity and spreading of cells allow accurate classification and discrimination between cancer cell lines treated with different drugs [(AXCFP2019)](#References).\n", "\n", "As metrics defined on the shape space of curves, the *elastic metrics* [(SKJJ2010)](#References) implemented in Geomstats are a potential tool for analyzing and comparing biological cell shapes. Their associated geodesics and geodesic distances provide a natural framework for optimally matching, deforming, and comparing cell shapes." ] }, { "cell_type": "code", "execution_count": 1, "id": "restricted-tulsa", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Using numpy backend\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import geomstats.backend as gs\n", "\n", "gs.random.seed(2021)" ] }, { "cell_type": "markdown", "id": "considered-spanish", "metadata": {}, "source": [ "# 2. Dataset Description" ] }, { "cell_type": "markdown", "id": "capable-starter", "metadata": {}, "source": [ "We study a dataset of mouse *Osteosarcoma* imaged cells [(AXCFP2019)](#References). The dataset contains two different cancer cell lines : *DLM8* and *DUNN*, respectively representing a more agressive and a less agressive cancer. Among these cells, some have also been treated with different single drugs that perturb the cellular cytoskeleton. Overall, we can label each cell according to their cell line (*DLM8* and *DUNN*), and also if it is a *control* cell (no treatment), or has been treated with one of the following drugs : *Jasp* (jasplakinolide) and *Cytd* (cytochalasin D).\n", "\n", "Each cell comes from a raw image containing a set of cells, which was thresholded to generate binarized images.\n", "\n", "\n", " \n", "\n", "\n", "After binarizing the images, contouring was used to isolate each cell, and to extract their boundaries as a counter-clockwise ordered list of 2D coordinates, which corresponds to the representation of discrete curve in Geomstats. We load these discrete curves into the notebook." ] }, { "cell_type": "code", "execution_count": 2, "id": "passive-concentration", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total number of cells : 650\n" ] } ], "source": [ "import geomstats.datasets.utils as data_utils\n", "\n", "cells, lines, treatments = data_utils.load_cells()\n", "print(f\"Total number of cells : {len(cells)}\")" ] }, { "cell_type": "markdown", "id": "opponent-raising", "metadata": {}, "source": [ "The cells are grouped by treatment class in the dataset : \n", "- the *control* cells, \n", "- the cells treated with *Cytd*,\n", "- and the ones treated with *Jasp*. \n", "\n", "Additionally, in each of these classes, there are two cell lines : \n", "- the *DLM8* cells, and\n", "- the *DUNN* ones." ] }, { "cell_type": "markdown", "id": "a96cb12e", "metadata": {}, "source": [ "This is shown by displaying the unique elements in the lists `treatments` and `lines`:" ] }, { "cell_type": "code", "execution_count": 3, "id": "609e3372", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['control' 'cytd' 'jasp']\n", "['dlm8' 'dunn']\n" ] } ], "source": [ "import pandas as pd\n", "\n", "TREATMENTS = gs.unique(treatments)\n", "print(TREATMENTS)\n", "LINES = gs.unique(lines)\n", "print(LINES)" ] }, { "cell_type": "code", "execution_count": 4, "id": "2b81c0b7", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cell_idx = 1\n", "plt.plot(cells[cell_idx][:, 0], cells[cell_idx][:, 1], \"blue\")\n", "plt.plot(cells[cell_idx][0, 0], cells[cell_idx][0, 1], \"blue\", marker=\"o\");" ] }, { "cell_type": "markdown", "id": "5c4b3678", "metadata": {}, "source": [ "The size of each class is displayed below:" ] }, { "cell_type": "code", "execution_count": 5, "id": "israeli-happiness", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "control :\n", "\t 114 dlm8\n", "\t 204 dunn\n", "cytd :\n", "\t 82 dlm8\n", "\t 93 dunn\n", "jasp :\n", "\t 62 dlm8\n", "\t 95 dunn\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dlm8dunn
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" ], "text/plain": [ " dlm8 dunn\n", "control 114.0 204.0\n", "cytd 82.0 93.0\n", "jasp 62.0 95.0" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds = {}\n", "\n", "n_cells_arr = gs.zeros((3, 2))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " print(f\"{treatment} :\")\n", " ds[treatment] = {}\n", " for j, line in enumerate(LINES):\n", " to_keep = gs.array(\n", " [\n", " one_treatment == treatment and one_line == line\n", " for one_treatment, one_line in zip(treatments, lines)\n", " ]\n", " )\n", " ds[treatment][line] = [\n", " cell_i for cell_i, to_keep_i in zip(cells, to_keep) if to_keep_i\n", " ]\n", " nb = len(ds[treatment][line])\n", " print(f\"\\t {nb} {line}\")\n", " n_cells_arr[i, j] = nb\n", "\n", "n_cells_df = pd.DataFrame({\"dlm8\": n_cells_arr[:, 0], \"dunn\": n_cells_arr[:, 1]})\n", "n_cells_df = n_cells_df.set_index(TREATMENTS)\n", "\n", "display(n_cells_df)\n", "# display(ds)" ] }, { "cell_type": "markdown", "id": "5e2c0026", "metadata": {}, "source": [ "The above code also created a dictionnary `ds`, that contains the cell boundaries data sorted by `treatment` and cell `line`. To access all the cells corresponding to a given treatment and a given cell line, we use the syntax `ds[treatment][line]` as in the following code that computes the number of cells in the cytd-dlm8 class." ] }, { "cell_type": "code", "execution_count": 6, "id": "7d878462", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "82" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(ds[\"cytd\"][\"dlm8\"])" ] }, { "cell_type": "markdown", "id": "9c26bc2d", "metadata": {}, "source": [ "We have organized the cell data into the dictionnary `ds`. Before proceeding to the actual data analysis, we provide an auxiliary function `apply_func_to_ds`." ] }, { "cell_type": "code", "execution_count": 7, "id": "42c409b3", "metadata": {}, "outputs": [], "source": [ "def apply_func_to_ds(input_ds, func):\n", " \"\"\"Apply the input function func to the input dictionnary input_ds.\n", "\n", " This function goes through the dictionnary structure and applies\n", " func to every cell in input_ds[treatment][line].\n", "\n", " It stores the result in a dictionnary output_ds that is returned\n", " to the user.\n", "\n", " Parameters\n", " ----------\n", " input_ds : dict\n", " Input dictionnary, with keys treatment-line.\n", " func : callable\n", " Function to be applied to the values of the dictionnary, i.e.\n", " the cells.\n", "\n", " Returns\n", " -------\n", " output_ds : dict\n", " Output dictionnary, with the same keys as input_ds.\n", " \"\"\"\n", " output_ds = {}\n", " for treatment in TREATMENTS:\n", " output_ds[treatment] = {}\n", " for line in LINES:\n", " output_list = []\n", " for one_cell in input_ds[treatment][line]:\n", " output_list.append(func(one_cell))\n", " output_ds[treatment][line] = gs.array(output_list)\n", " return output_ds" ] }, { "cell_type": "markdown", "id": "de438a4c", "metadata": {}, "source": [ "Now we can move on to the actual data analysis, starting with a preprocessing of the cell boundaries." ] }, { "cell_type": "markdown", "id": "peaceful-yahoo", "metadata": {}, "source": [ "# 3. Preprocessing \n", "\n", "### Interpolation: Encoding Discrete Curves With Same Number of Points\n", "\n", "As we need discrete curves with the same number of sampled points to compute pairwise distances, the following interpolation is applied to each curve, after setting the number of sampling points.\n", "\n", "To set up the number of sampling points, you can edit the following line in the next cell:" ] }, { "cell_type": "code", "execution_count": 8, "id": "commercial-plastic", "metadata": {}, "outputs": [], "source": [ "def interpolate(curve, nb_points):\n", " \"\"\"Interpolate a discrete curve with nb_points from a discrete curve.\n", "\n", " Returns\n", " -------\n", " interpolation : discrete curve with nb_points points\n", " \"\"\"\n", " old_length = curve.shape[0]\n", " interpolation = gs.zeros((nb_points, 2))\n", " incr = old_length / nb_points\n", " pos = 0\n", " for i in range(nb_points):\n", " index = int(gs.floor(pos))\n", " interpolation[i] = curve[index] + (pos - index) * (\n", " curve[(index + 1) % old_length] - curve[index]\n", " )\n", " pos += incr\n", " return interpolation\n", "\n", "\n", "k_sampling_points = 200" ] }, { "cell_type": "markdown", "id": "hourly-merchandise", "metadata": {}, "source": [ "To illustrate the result of this interpolation, we compare for a randomly chosen cell the original curve with the correponding interpolated one (to visualize another cell, you can simply re-run the code)." ] }, { "cell_type": "code", "execution_count": 9, "id": "finnish-tackle", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cell_rand = cells[gs.random.randint(len(cells))]\n", "cell_interpolation = interpolate(cell_rand, k_sampling_points)\n", "\n", "fig = plt.figure(figsize=(15, 5))\n", "\n", "fig.add_subplot(121)\n", "plt.plot(cell_rand[:, 0], cell_rand[:, 1])\n", "plt.axis(\"equal\")\n", "plt.title(f\"Original curve ({len(cell_rand)} points)\")\n", "plt.axis(\"off\")\n", "\n", "fig.add_subplot(122)\n", "plt.plot(cell_interpolation[:, 0], cell_interpolation[:, 1])\n", "plt.axis(\"equal\")\n", "plt.title(f\"Interpolated curve ({k_sampling_points} points)\")\n", "plt.axis(\"off\")\n", "\n", "plt.savefig(\"interpolation.svg\")" ] }, { "cell_type": "markdown", "id": "c65644df", "metadata": {}, "source": [ "As the interpolation is working as expected, we use the auxiliary function `apply_func_to_ds` to apply the function `func=interpolate` to the dataset `ds`, i.e. the dictionnary containing the cells boundaries.\n", "\n", "We obtain a new dictionnary, `ds_interp`, with the interpolated cell boundaries." ] }, { "cell_type": "code", "execution_count": 10, "id": "swedish-disease", "metadata": {}, "outputs": [], "source": [ "ds_interp = apply_func_to_ds(\n", " input_ds=ds, func=lambda x: interpolate(x, k_sampling_points)\n", ")" ] }, { "cell_type": "markdown", "id": "1d610e19", "metadata": {}, "source": [ "For each key treatment-control, we check that the number of sampling points is the one expected, i.e. `k_sampling_points`:" ] }, { "cell_type": "code", "execution_count": 11, "id": "8f76718b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(204, 200, 2)\n" ] } ], "source": [ "print(ds_interp[\"control\"][\"dunn\"].shape)" ] }, { "cell_type": "markdown", "id": "5c068188", "metadata": {}, "source": [ "The shape of an array of cells in `ds_interp[treatment][cell]` is therefore: `(\"number of cells in treatment-line\", \"number of sampling points\", 2)`, where 2 refers to the fact that we are considering cell shapes in 2D. " ] }, { "cell_type": "markdown", "id": "d97ab465", "metadata": {}, "source": [ "### Visualization of Interpolated Dataset of Curves" ] }, { "cell_type": "markdown", "id": "shaped-penetration", "metadata": {}, "source": [ "We visualize the curves obtained, for a sample of control cells and treated cells (top row shows control, i.e. non-treated cells; bottom rows shows treated cells) across cell lines (left and blue for dlm8 and right and orange for dunn)." ] }, { "cell_type": "code", "execution_count": 12, "id": "opening-richmond", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_cells_to_plot = 10\n", "\n", "fig = plt.figure(figsize=(16, 6))\n", "count = 1\n", "for treatment in TREATMENTS:\n", " for line in LINES:\n", " cell_data = ds_interp[treatment][line]\n", " for i_to_plot in range(n_cells_to_plot):\n", " cell = gs.random.choice(cell_data)\n", " fig.add_subplot(3, 2 * n_cells_to_plot, count)\n", " count += 1\n", " plt.plot(cell[:, 0], cell[:, 1], color=\"C\" + str(int((line == \"dunn\"))))\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " if i_to_plot == n_cells_to_plot // 2:\n", " plt.title(f\"{treatment} - {line}\", fontsize=20)\n", "plt.savefig(\"cancer_cell_sample.svg\")" ] }, { "cell_type": "markdown", "id": "canadian-visibility", "metadata": {}, "source": [ "Visual inspection of these curves seems to indicate more protusions appearing in treated cells, compared with control ones. This is in agreement with the physiological impact of the drugs, which are known to perturb the internal cytoskeleton connected to the cell membrane. Using the elastic metric, our goal will be to see if we can quantitatively confirm these differences." ] }, { "cell_type": "markdown", "id": "cb0af2f5", "metadata": {}, "source": [ "### Remove duplicate samples in curves\n", "\n", "During interpolation it is likely that some of the discrete curves in the dataset are downsampled from higher number of discrete data points to lower number of data points. Hence, two sampled data points that are close enough may end up overlapping after interpolation and hence such data points have to be dealt with specifically. " ] }, { "cell_type": "code", "execution_count": 13, "id": "a0342341", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "def preprocess(curve, tol=1e-10):\n", " \"\"\"Preprocess curve to ensure that there are no consecutive duplicate points.\n", "\n", " Returns\n", " -------\n", " curve : discrete curve\n", " \"\"\"\n", "\n", " dist = curve[1:] - curve[:-1]\n", " dist_norm = np.sqrt(np.sum(np.square(dist), axis=1))\n", "\n", " if np.any( dist_norm < tol ):\n", " for i in range(len(curve)-1):\n", " if np.sqrt(np.sum(np.square(curve[i+1] - curve[i]), axis=0)) < tol:\n", " curve[i+1] = (curve[i] + curve[i+2]) / 2\n", "\n", " return curve" ] }, { "cell_type": "markdown", "id": "regular-norway", "metadata": {}, "source": [ "### Alignment\n", "\n", "Our goal is to study the cell boundaries in our dataset, as points in a shape space of closed curves quotiented by translation, scaling, and rotation, so these transformations do not affect our measure of distance between curves.\n", "\n", "In practice, we apply functions that were initially designed to center (substract the barycenter), rescale (divide by the Frobenius norm) and then align (find the rotation minimizing the L² distance) two sets of landmarks. These operations will be performed by leveraging the geometry of the so-called Kendall preshape spaces and specifically its method `PRESHAPE_SPACE.projection`, as shown below. Details on Kendall shape spaces can be found in the [module implementing them](https://github.com/geomstats/geomstats/blob/master/geomstats/geometry/pre_shape.py) or the notebooks using them. \n", "\n", "Additionally, since we are working with closed curves, the starting point associated with the parametrization of the discrete curves is also arbitrary. Thus, we conduct an exhaustive search to find which parametrization produces the best alignment according to the above procedure (i.e. the distance to the base curve is the smallest). This exhaustive search is implemented in the function `exhaustive_align` below." ] }, { "cell_type": "code", "execution_count": 14, "id": "determined-pleasure", "metadata": {}, "outputs": [], "source": [ "from geomstats.geometry.pre_shape import PreShapeSpace\n", "\n", "M_AMBIENT = 2\n", "\n", "PRESHAPE_SPACE = PreShapeSpace(m_ambient=M_AMBIENT, k_landmarks=k_sampling_points)\n", "\n", "PRESHAPE_SPACE.equip_with_group_action(\"rotations\")\n", "PRESHAPE_SPACE.equip_with_quotient_structure()\n", "\n", "\n", "def exhaustive_align(curve, base_curve):\n", " \"\"\"Align curve to base_curve to minimize the L² distance.\n", "\n", " Returns\n", " -------\n", " aligned_curve : discrete curve\n", " \"\"\"\n", " nb_sampling = len(curve)\n", " distances = gs.zeros(nb_sampling)\n", " base_curve = gs.array(base_curve)\n", " for shift in range(nb_sampling):\n", " reparametrized = [curve[(i + shift) % nb_sampling] for i in range(nb_sampling)]\n", " aligned = PRESHAPE_SPACE.fiber_bundle.align(point=gs.array(reparametrized), base_point=base_curve)\n", " distances[shift] = PRESHAPE_SPACE.embedding_space.metric.norm(\n", " gs.array(aligned) - gs.array(base_curve)\n", " )\n", " shift_min = gs.argmin(distances)\n", " reparametrized_min = [\n", " curve[(i + shift_min) % nb_sampling] for i in range(nb_sampling)\n", " ]\n", " aligned_curve = PRESHAPE_SPACE.fiber_bundle.align(\n", " point=gs.array(reparametrized_min), base_point=base_curve\n", " )\n", " return aligned_curve" ] }, { "cell_type": "markdown", "id": "e0162e0f", "metadata": {}, "source": [ "We perform the pre-shape projection and the exhaustive alignment of the cells against the base curve, which is chosen to be the first cell curve of the dataset, called `BASE_CURVE`. \n", "\n", "Both the projection and the alignment make use of our auxiliary function `apply_func_to_ds`, which finally outputs a dataset of cell curves organized within a dictionnary called `ds_align`." ] }, { "cell_type": "code", "execution_count": 15, "id": "0c7994c0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(204, 200, 2)\n", "Shape of BASE_CURVE: (200, 2)\n", "(204, 200, 2)\n" ] } ], "source": [ "ds_proc = apply_func_to_ds(ds_interp, func=lambda x: preprocess(x))\n", "\n", "ds_proj = apply_func_to_ds(ds_proc, func=PRESHAPE_SPACE.projection)\n", "print(ds_proj[\"control\"][\"dunn\"].shape)\n", "\n", "BASE_CURVE = ds_proj[\"control\"][\"dunn\"][0]\n", "print(\"Shape of BASE_CURVE:\", BASE_CURVE.shape)\n", "\n", "ds_align = apply_func_to_ds(ds_proj, func=lambda x: exhaustive_align(x, BASE_CURVE))\n", "print(ds_align[\"control\"][\"dunn\"].shape)" ] }, { "cell_type": "markdown", "id": "2697bcbc", "metadata": {}, "source": [ "We visually evaluate that methods perform correctly, by plotting the results of the projection and the alignment through the following code." ] }, { "cell_type": "code", "execution_count": 16, "id": "welcome-feelings", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i_rand = gs.random.randint(n_cells_df.loc[\"control\"][\"dunn\"])\n", "unaligned_cell = ds_proj[\"control\"][\"dunn\"][i_rand]\n", "aligned_cell = ds_align[\"control\"][\"dunn\"][i_rand]\n", "\n", "fig = plt.figure(figsize=(15, 5))\n", "\n", "fig.add_subplot(131)\n", "plt.plot(BASE_CURVE[:, 0], BASE_CURVE[:, 1])\n", "plt.plot(BASE_CURVE[0, 0], BASE_CURVE[0, 1], \"ro\")\n", "plt.axis(\"equal\")\n", "plt.title(\"Reference curve\")\n", "\n", "fig.add_subplot(132)\n", "plt.plot(unaligned_cell[:, 0], unaligned_cell[:, 1])\n", "plt.plot(unaligned_cell[0, 0], unaligned_cell[0, 1], \"ro\")\n", "plt.axis(\"equal\")\n", "plt.title(\"Unaligned curve\")\n", "\n", "fig.add_subplot(133)\n", "plt.plot(aligned_cell[:, 0], aligned_cell[:, 1])\n", "plt.plot(aligned_cell[0, 0], aligned_cell[0, 1], \"ro\")\n", "plt.axis(\"equal\")\n", "plt.title(\"Aligned curve\")\n", "\n", "plt.savefig(\"alignment.svg\")" ] }, { "cell_type": "markdown", "id": "korean-ocean", "metadata": {}, "source": [ "In the plot above, the red dot shows the start of the parametrization of each curve. The right curve has been rotated from the curve in the middle, to be aligned with the left (reference) curve, which represents the first cell of the dataset. The starting point (in red) of this right curve has been also set to align with the reference." ] }, { "cell_type": "markdown", "id": "heavy-upset", "metadata": {}, "source": [ "# 4 Data Analysis\n", "\n", "## Geodesic Trajectory Joining Two Cell Shapes\n", "\n", "Using *Geomstats*, we can compute geodesics between discrete curves with respect to the elastic metric [(SKJJ2010)](#References). In our data, these geodesics represent trajectories between cell boundaries that minimize an elastic energy, and the length of the geodesic defines a distance between curves. We illustrate such a geodesic between two cells.\n", "\n", "This code chooses one control cell from dunn and one control cell from dlm8 (Run the block again to choose other cells)." ] }, { "cell_type": "code", "execution_count": 17, "id": "b38cfcf1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "57 0\n" ] } ], "source": [ "i_start_rand = gs.random.randint(len(ds_proj[\"control\"][\"dunn\"]))\n", "i_end_rand = gs.random.randint(len(ds_proj[\"control\"][\"dlm8\"]))\n", "\n", "cell_start = ds_align[\"control\"][\"dunn\"][i_start_rand]\n", "cell_end = ds_align[\"control\"][\"dlm8\"][i_end_rand]\n", "\n", "print(i_start_rand, i_end_rand)" ] }, { "cell_type": "markdown", "id": "88c528ce", "metadata": {}, "source": [ "We import the manifold of discrete curves, and the metric on it.\n", "\n", "We compute a geodesic between the two curves selected above, and sample points along this geodesic (where a given point represents a cell) at some input `times`." ] }, { "cell_type": "code", "execution_count": 18, "id": "literary-harvard", "metadata": {}, "outputs": [], "source": [ "from geomstats.geometry.euclidean import Euclidean\n", "from geomstats.geometry.discrete_curves import DiscreteCurves\n", "\n", "CURVES_SPACE_SRV = DiscreteCurves(Euclidean(dim=2), k_sampling_points=200)\n", "\n", "geodesic_func = CURVES_SPACE_SRV.metric.geodesic(initial_point=cell_start, end_point=cell_end)\n", "\n", "n_times = 30\n", "times = gs.linspace(0.0, 1.0, n_times)\n", "geod_points = geodesic_func(times)" ] }, { "cell_type": "markdown", "id": "61455094", "metadata": {}, "source": [ "This code shows the geodesic, which is a trajectory in the space of curves, between the two selected cells." ] }, { "cell_type": "code", "execution_count": 19, "id": "eec46cc3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 2))\n", "plt.title(\"Geodesic between two cells\")\n", "plt.axis(\"off\")\n", "\n", "for i, curve in enumerate(geod_points):\n", " fig.add_subplot(2, n_times // 2, i + 1)\n", " plt.plot(curve[:, 0], curve[:, 1])\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", "plt.savefig(\"geodesic_light_blue.svg\")" ] }, { "cell_type": "markdown", "id": "8310313f", "metadata": {}, "source": [ "The following code is a different visualization of the same geodesic." ] }, { "cell_type": "code", "execution_count": 20, "id": "821abd11", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 12))\n", "for i in range(1, n_times - 1):\n", " plt.plot(geod_points[i, :, 0], geod_points[i, :, 1], \"o-\", color=\"lightgrey\")\n", "plt.plot(geod_points[0, :, 0], geod_points[0, :, 1], \"o-b\", label=\"Start Cell\")\n", "plt.plot(geod_points[-1, :, 0], geod_points[-1, :, 1], \"o-r\", label=\"End Cell\")\n", "\n", "plt.title(\"Geodesic for the Square Root Velocity metric\")\n", "plt.legend()\n", "plt.savefig(\"geodesic_blue_red.svg\");" ] }, { "cell_type": "markdown", "id": "a8207346", "metadata": {}, "source": [ "## Compute Mean Cell Shape of the Whole Dataset: \"Global\" Mean Shape" ] }, { "cell_type": "markdown", "id": "bb916c05", "metadata": {}, "source": [ "We want to compute the mean cell shape of the whole dataset. Thus, we first combine all the cell shape data into a single array." ] }, { "cell_type": "code", "execution_count": 21, "id": "1b3aceda", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(650, 200, 2)\n" ] } ], "source": [ "cell_shapes_list = []\n", "for treatment in TREATMENTS:\n", " for line in LINES:\n", " cell_shapes_list.extend(ds_align[treatment][line])\n", "\n", "cell_shapes = gs.array(cell_shapes_list)\n", "print(cell_shapes.shape)" ] }, { "cell_type": "markdown", "id": "a109b03d", "metadata": {}, "source": [ "We compute the mean cell shape by using the SRV metric defined on the space of curves' shapes. The space of curves' shape is a manifold: we use the Frechet mean, associated to the SRV metric, to get the mean cell shape." ] }, { "cell_type": "markdown", "id": "34b7ba4e", "metadata": {}, "source": [ "We only use the first 500 cells of the dataset, for numerical reasons: the FrechetMean is failing upon incorporating shapes from the remainder of the dataset." ] }, { "cell_type": "code", "execution_count": 22, "id": "329f6a82", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from geomstats.learning.frechet_mean import FrechetMean\n", "\n", "mean = FrechetMean(CURVES_SPACE_SRV)\n", "mean.fit(cell_shapes[:500])\n", "\n", "mean_estimate = mean.estimate_\n", "\n", "plt.plot(mean_estimate[:, 0], mean_estimate[:, 1], \"black\");" ] }, { "cell_type": "markdown", "id": "a0385b9a", "metadata": {}, "source": [ "The mean cell shape does indeed look like a cell shape. We note that there is a discontinuity in the cell because we have modeled the curves' boundaries as open curves. The space of curves considered here is also the space of (open) discrete curves.\n", "\n", "Unfortunately, sometimes there could be Nans in the values of the mean shape. If this is the case, this code removes them manually, and re-interpolate the mean shape." ] }, { "cell_type": "code", "execution_count": 23, "id": "263aa4ae", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n", "(200, 2)\n", "0\n", "(200, 2)\n" ] } ], "source": [ "print(gs.sum(gs.isnan(mean_estimate)))\n", "mean_estimate_clean = mean_estimate[~gs.isnan(gs.sum(mean_estimate, axis=1)), :]\n", "print(mean_estimate_clean.shape)\n", "mean_estimate_clean = interpolate(mean_estimate_clean, k_sampling_points)\n", "print(gs.sum(gs.isnan(mean_estimate_clean)))\n", "print(mean_estimate_clean.shape)" ] }, { "cell_type": "markdown", "id": "d7ab52ef", "metadata": {}, "source": [ "We plot the mean cell shape, superimposed on top of the dataset of cells (displayed in light grey underneath)." ] }, { "cell_type": "code", "execution_count": 24, "id": "189b992c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(650, 200, 2)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(cell_shapes.shape)\n", "for cell in cell_shapes:\n", " plt.plot(cell[:, 0], cell[:, 1], \"lightgrey\", alpha=0.2)\n", "\n", "plt.plot(\n", " mean_estimate_clean[:, 0], mean_estimate_clean[:, 1], \"black\", label=\"Mean cell\"\n", ")\n", "plt.legend(fontsize=12);" ] }, { "cell_type": "markdown", "id": "4da4ebfa", "metadata": {}, "source": [ "We see that the scale and alignment of the mean shape is slightly off. This makes sense, as our computations have quotiented out scale and alignment. We correct it manually." ] }, { "cell_type": "code", "execution_count": 25, "id": "37636f13", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mean_estimate_aligned = 1.55 * (\n", " mean_estimate_clean - gs.mean(mean_estimate_clean, axis=0)\n", ")\n", "\n", "for cell in cell_shapes:\n", " plt.plot(cell[:, 0], cell[:, 1], \"lightgrey\", alpha=0.2)\n", "\n", "plt.plot(\n", " mean_estimate_aligned[:, 0], mean_estimate_aligned[:, 1], \"black\", label=\"Mean cell\"\n", ")\n", "plt.legend(fontsize=12);" ] }, { "cell_type": "markdown", "id": "8ca80bc1", "metadata": {}, "source": [ "We visualize the same plot, but now:\n", "- closing the mean shape that becomes a closed curve\n", "- plotting underneath the mean shape the distribution of the sampling points of all the curves of the dataset, through a kernel density estimation.\n", "\n", "Visualizing the full datasets of 640+ cells takes a long time. Therefore, we also select only 200 cells, randomly, within the dataset." ] }, { "cell_type": "code", "execution_count": 26, "id": "08068c36", "metadata": {}, "outputs": [], "source": [ "mean_estimate_aligned_bis = gs.vstack(\n", " [mean_estimate_aligned[4:], mean_estimate_aligned[-1]]\n", ")" ] }, { "cell_type": "code", "execution_count": 27, "id": "28b9e9ef", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.stats import gaussian_kde\n", "\n", "cells_to_plot = cell_shapes[gs.random.randint(len(cell_shapes), size=200)]\n", "points_to_plot = cells_to_plot.reshape(-1, 2)\n", "\n", "z = gaussian_kde(points_to_plot.T)(points_to_plot.T)\n", "z_norm = z / z.max()\n", "\n", "plt.scatter(points_to_plot[:, 0], points_to_plot[:, 1], alpha=0.2, c=z_norm, s=10)\n", "plt.plot(\n", " mean_estimate_aligned_bis[:, 0],\n", " mean_estimate_aligned_bis[:, 1],\n", " \"black\",\n", " label=\"Mean cell\",\n", ")\n", "plt.legend(fontsize=12)\n", "plt.title(\"Global mean shape superimposed on the\\n dataset of cells\", fontsize=14)\n", "\n", "plt.savefig(\"global_mean_shape.svg\")" ] }, { "cell_type": "markdown", "id": "a93c794b", "metadata": {}, "source": [ "This plot allows to verify that the mean shape that has been computed makes sense." ] }, { "cell_type": "markdown", "id": "476ecf4a", "metadata": {}, "source": [ "# Analyze Distances to the \"Global\" Mean Shape" ] }, { "cell_type": "markdown", "id": "edf08e21", "metadata": {}, "source": [ "We consider each of the subgroups of cells, defined by their treatment and cell line. We wish to study how far each of this group is from the global mean shape. We compute the list of distances to the global mean shape." ] }, { "cell_type": "code", "execution_count": 28, "id": "0075ee4e", "metadata": {}, "outputs": [], "source": [ "dists_to_global_mean = apply_func_to_ds(\n", " ds_align, func=lambda x: CURVES_SPACE_SRV.metric.dist(x, mean_estimate_aligned)\n", ")\n", "\n", "dists_to_global_mean_list = []\n", "for t in TREATMENTS:\n", " for l in LINES:\n", " dists_to_global_mean_list.extend(dists_to_global_mean[t][l])" ] }, { "cell_type": "markdown", "id": "578b9933", "metadata": {}, "source": [ "As an example, the following code shows the 5 first distances of cell shapes." ] }, { "cell_type": "code", "execution_count": 29, "id": "35247729", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[0.4946340823138247,\n", " 0.45931006158373244,\n", " 0.3984934016293808,\n", " 0.41134976167008047,\n", " 0.37043235963232785]" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dists_to_global_mean_list[:5]" ] }, { "cell_type": "markdown", "id": "16251de8", "metadata": {}, "source": [ "We compute a few statistics about this list of distances to the global mean shape, checking:\n", "- that there are no NaNs,\n", "- what are the values of the min and max distances." ] }, { "cell_type": "code", "execution_count": 30, "id": "a4e30ab7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([], dtype=int64),)" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gs.where(gs.isnan(dists_to_global_mean_list))" ] }, { "cell_type": "code", "execution_count": 31, "id": "0c4321b9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.32850164542970467 1.2685983914707755\n" ] } ], "source": [ "min_dists = min(dists_to_global_mean_list)\n", "max_dists = max(dists_to_global_mean_list)\n", "print(min_dists, max_dists)" ] }, { "cell_type": "code", "execution_count": 32, "id": "39c44b3b", "metadata": {}, "outputs": [], "source": [ "xx = gs.linspace(gs.floor(min_dists), gs.ceil(max_dists), 100)" ] }, { "cell_type": "markdown", "id": "e11d64de", "metadata": {}, "source": [ "We plot the distances to the mean global shape, by splitting them into the three treatment groups." ] }, { "cell_type": "code", "execution_count": 33, "id": "8517adc7", "metadata": {}, "outputs": [], "source": [ "from scipy import stats" ] }, { "cell_type": "code", "execution_count": 34, "id": "2426a7f2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, sharex=True, sharey=True, tight_layout=True, figsize=(8, 4))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " distances = []\n", " for j, line in enumerate(LINES):\n", " distances.extend(\n", " dists_to_global_mean[treatment][line][\n", " ~gs.isnan(dists_to_global_mean[treatment][line])\n", " ]\n", " )\n", " color = \"C\" + str(2 + i)\n", " axs.hist(distances, bins=20, alpha=0.4, density=True, color=color, label=treatment)\n", " kde = stats.gaussian_kde(distances)\n", " axs.plot(xx, kde(xx), color=color)\n", " axs.set_xlim((min_dists, max_dists))\n", " axs.legend(fontsize=12)\n", "\n", " axs.set_title(f\"{treatment} cells\", fontsize=14)\n", " axs.set_ylabel(\"Fraction of cells\", fontsize=14)\n", "\n", "\n", "fig.suptitle(\"Histograms of srv distances (a=1, b=0.5) to global mean cell\", fontsize=20)\n", "plt.savefig(\"dist_to_global_mean_per_treatment2.svg\")" ] }, { "cell_type": "markdown", "id": "a61e46bf", "metadata": {}, "source": [ "We observe that each of these distributions seems to be bimodal, which might corresponds to the fact that we have actually two cell lines per treatment. We verify this hypothesis." ] }, { "cell_type": "code", "execution_count": 35, "id": "a687fb5b", "metadata": {}, "outputs": [ { "data": { "image/png": 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bt24VzzzzjCkvw4YNs7iuql4ThBDip59+Eh4eHmLEiBHi119/FTt37hQxMTFi9erV4qOPPjL9fpIkic2bN1vMh/F49PHxEfXr1xeurq7igw8+ENu2bRPR0dHip59+EsHBwabtWb9+faW+WyGE+O2330zLcXBwEK+++qpYu3atiImJETt27BCzZ88Wffv2FREREcXmPXfunHBzczPtR++//75Yvny5iI6OFhs2bBBjxowRCoXCdFzodLpiy7DZAG306NHFTjyWBvMbu4oGaMadMiwsTKSnp5eYL0ulWhU5uN566y1T2g8++KDYdL1ebzqBlXRiGTx4cKkXxMzMTNGhQwdTmrICNACid+/eIicnp8R8JyYmFrn5vFNubq647777TN+hpcDS/PtXq9Vi3759xdKsXr26yAXE29tbxMbGFktnfqH5+++/i0w7f/68aVppAZherxcpKSklTi/JzZs3hZOTkym4snTSjomJMV3sgoKCLB5w1fFv7ObNm03baikAM8rLyxNpaWnFxpd3Hyhv4GUeyC1atKjC22P++z/wwAMW/3GcMmVKkXxX9OJeW8d6dR8zSqXS4jqTk5OFn5+fKeC0xHgxlclkYvHixSXmKSkpSWRlZRUZZyxZdXd3F9HR0Rbni4+PFwEBAQIoXhrwyy+/mLahtAAsKyur2LrL48aNG6blf/zxx6WmrY7fRIjylYKXNVjab0ti7QANMJQinDx5sliaEydOmIK0ss51VRks3ZiYn28+//zzUrfl4MGDprSVLSEtz3YEBQWJ3bt3l2t55ueykv45L0tZN25G1XXdKsuKFStM2/Twww9bLNX/4osvqnQO1+l0pj8mXVxcxOHDh4ulMT8nOTk5WazNYZ6HNm3aWLwemN+YP/bYY8WmZ2RkiGvXrpXwbRjuM4wl/M7OziI1NbVYmuoM0ABDkHbz5s1iaczvP318fETnzp0t/qFg/CNUoVBYXE5VrwlCGP5gKO3PjNTUVNGiRQsBGGqUWWJ+PLq5uYkTJ04US3Pu3Dnh4OAgAIiHHnqoxPWV5tq1a6Zjx9fXt9TrmKXjqnPnzgKAaN26dYm1itatW2f6M+DHH38sNt1mA7TKDBUN0IwX5SFDhlR448p7cOXk5Ah3d3cBQDRt2rTEi39aWprp34cmTZoUmXb16lVTlY5HH320xHUdOXKkyPdhiXGaTCaz+H1VlPk6LR205t//u+++W+JyzP/F/u677yymycrKMh10r7/+epFpu3fvNs1/9OjRqm2UBZ999plp+UuWLCkx3SeffGJKZ6yyaa46ArSFCxea1mEpACtLRfaBV199VQCGQCEpKcliGmNVSBcXlwr9k2z0wAMPCMAQwJdUvaKgoEA0a9as0hf32jjWy6six8wbb7xR4nLee+89ARj+bbzzBmDDhg2mZYwfP75C+UtPTzf981dWafOcOXNM+4d5NdipU6cKwPBPak04dOiQaft++OGHKi+vrN9EiLszQPviiy9KTGd+Tvzzzz+LTa+pAO2PP/4o81phdPLkSVPasWPHVvi7EMJQlbZTp05i6tSpYt26dSImJkbs2bNH/PDDD0X+FHV2dhYxMTFlLu+7774zzbNnz55K5am8AVp1XbfK0r9/fwFAODo6Wry5F8IQtBj/NKrMOXzp0qWmaZ9++mmJeVmwYIEp3f/93/8Vm26+f5V0rAtxu0RQoVCI69evl5iuJMnJyab7tr/++qvY9OoO0NatW2cxjXl1TEmSLP7hIoQQW7ZsMaVbuXJlkWnVcU0oL/Ng39I9h/l5ZebMmSUu5/HHHxcAhKenZ4XzIIQQ77//vmk9K1asqNC8O3bsMM177NixUtMOHTpUAIbaMneqyQDNJhoJKU1AQAAAYMeOHTh//nyNrOPQoUNITU0FYHi40diq1J00Gg2GDh0KADh58iSuX79umrZ161YUFBQAAJ555pkS19WyZUu0bNmyXPnq0qVLiQ8TlyQ3NxeXLl3CyZMnceLECZw4caJI4wJHjx4tdf7HH3+8xGktWrQAYGjAYtiwYRbTODo6on79+gAMD+iaM/6WAGqk+WJj/2Xu7u4lPpQOAC+88EKxeaqb+bbOnTu30sspzz5gbCAkLy8Pf/zxR7Hp2dnZpgf2Bw8eDCcnpwrloaCgwNT5c9++fREYGGgxnUwmw/Dhwyu0bHO1caxbUtVjprQGWtq2bQsAEEIgLi6uyLTVq1eb3o8fP75Ced6+fbuphbxHH3201LTdu3cHYNg/zPt2Mn7ft27dqlRjCGVJTEw0vffw8KjQvJX9TcrqA6s8w+DBgyu1vdYgSVKpx9zIkSNNDdlYOtdNnTq1yt+XpfObecfTKpWq1G1Qq9Wm99nZ2WVusyVff/019u7diwkTJqB///5o3bo17rnnHrz00kvYt28fJkyYAADIzMzECy+8UGY/jJ6enqb3Nd2NQm1ct/Lz802NlvTv3x8+Pj4W00mSVOr9S1mM+ZIkqdS+7R577DG4ubkVmceS5s2bm86hlhjXkZ+fb7pGlSQvLw9XrlzBqVOnTOeUa9euwcvLC0DZ5/mqcnd3R79+/SxOi4iIgKurKwDDfVbjxo0tpjO/d7zz/qo6rgmWZGZmIj4+Hv/995/pezNv4bq0702SJDz55JMlTjf+tikpKaZ78IowXkMjIyPx0EMPVWjef/75B4Cha43mzZuXmtb4fR08eLBWGwypUj9okyZNMrUyV5oRI0aYWsarqGeffRa//fYbkpOT0axZMwwaNAj9+vVDt27dqq1PnRMnTpjed+zYsdS0HTt2xHfffWeaz3iTY76M0k4oANCuXbtynQyMAVFZMjMzMXPmTCxZsgT//fefKVC0JCkpqdRlNWjQoMRp7u7uAABvb+9Sb7iM6e5skSsiIgLdunXDzp078fXXX2PDhg145JFH0LNnT3Tq1KnCgcOdjL9BmzZtSm0i38/PD+Hh4YiPjy/yu1Wnrl27IjIyEhcuXMD48eOxcOFCDBkyBN27d0f79u3LvGkxKs8+0LFjR0RFReH8+fNYuHAhRo8eXWT6P//8g4yMDACVa+r8/PnzyMrKAgC0b9++1LQdOnSo8PKNauNYN6rOY6ZRo0YlTjO/0bvzeDC2dhoaGoqwsLDyZNskOjra9N78z4CymN9sPvTQQ3B3d0dqaiqGDBmCnj17YuDAgejevTtatWpV4h9V5ZWSkmJ6X54ArTp+k6r0gVUXRUREFGu+3pyPjw/Cw8MRFxdnseW8oKCgUjturiwHBwfTe51OV2pa8xZCHR0dK7U+4zXHEkmSMHXqVOzfvx+bN29GTEwM9uzZgy5dupQ4j/n+mpmZWak8lVdtXLfOnz9vCn7Lc39SWcZ8RURElBgEAoagvXXr1ti2bVup21KR683x48eL/cGcl5eHH3/8Eb///jsOHz5c6r5Y1nm+qurXr19q68Xu7u5IT08v1z0YUPx6Uh3XBKOkpCR89dVXWLZsGc6dO1fqHxqlfW/e3t6mANiSO6+PpR3Hd8rLyzPtO127dq1wK9vG7+vMmTPlnjcvLw8pKSnw9fWt0Loqy+ZL0Hr37o3Zs2fD0dEROTk5WLp0KZ577jnUr18fwcHBGDVqVJX/+TC/kSjri/f397c4n3mzpaWdmMoz3ag8NzXx8fFo3rw5JkyYgGPHjpV6UwOU/Q9laUGSse+fsgIpYzpLeVm8eDHuueceAIZSyI8//hi9e/c2Nbv6/fffF/n3tSKMv0d5Dh7j72j+G1YnpVKJVatWmf4JO3jwICZMmICuXbvC3d0d/fv3x6JFi8r8vcpb8mAMvPbs2VOsOWZjU7bGZmMrqiLHh5+fX4WXb1QbxzpgnWMGKH48GC9sFbmYGpW3qeU7GQNtAPDy8sI///yDoKAgCCGwdetWvPHGG2jXrh08PT3x8MMPFynlqyjzm/SyvsPq/k3uFuU51xmPyZo611liLA0AYPpzqCTmAZCLi0uN5enll182vTeWJpXEfP+q6f4wa+O6VRP3J5ZU97ZU5Hpz53JSUlJwzz33YOzYsdi/f3+ZfxTU9DmlvPdNlb2eVMc1ATDUKGvUqBGmT5+Os2fPllnaXNr3Vt5tBizfL5YmJSXFlDdrXUNrWpVK0GrLmDFj8Nhjj2HRokXYuHEjdu/ejbS0NFy9ehU//PADfvzxR0yYMAGffPJJlddVmb6uakp5/sF+5plnEBcXB0mSMHLkSDz++ONo3LixqQ83SZKg1+tNyyrrYKtpQUFB2LNnDzZv3oy///4b27dvx8mTJ5GXl4edO3di586d+OKLL7B27dpS/0kqja38hk2aNMHx48exatUqrFq1Cjt27EBsbCyys7OxYcMGbNiwAV999RXWrl1b4oWovKUYTz31FD766CMIIbB48WK8//77AAwnsQ0bNgAwdLSrUFTtkK/p77Y2jvW6dsxYYn4xi4mJKfdNZHBwcJHP3bp1Q2xsLJYtW4a1a9dix44duHLlCrRaLZYvX47ly5ejX79++Pvvvytcwm1+o1fWDWV1/SbVUSIeHBxcoX9yramqx+PVq1fL7BOpLM7OzoiIiCgyznw/u3LlSqnzX7582fQ+JCSkSnkpTZMmTUzvy+o/y3x/ra19wVauW9WhuralKssZN26cqfre4MGD8dxzz6FFixbw9fWFg4ODadmhoaG4fPmyTZ7nK6I6rgk6nQ5Dhw5FcnIylEolXn31VQwaNAgNGjSAh4eHqTryhQsXEBUVBcA2r4/lYfy+WrZsiQULFpR7vpqocVCSOhGgAYZ/UsaPH4/x48dDr9fjyJEjWL58OWbPnm3q+Lh9+/YYNGhQhZdtXsx648aNUgMD8+Jg8/nMSzoSExNL/RHNn82oitOnT2PXrl0AUOpNa23+c1pevXv3Ru/evQEAycnJ2LRpE3788Uds2bIF58+fx7Bhw8rs8PpOnp6euH79erk6uTb+jua/YU2Qy+UYPHiw6bmW69evY/369fj2229x6NAhHDp0CC+//DKWL19epfU0aNAA7dq1Q3R0NBYtWmQK0P766y/TP4eVqd4IFN23y/puq9rBOFCzx7otHTPGqmnmz7KWl3m1ER8fn2KBV0U4ODjgqaeeMu0fcXFxWLNmDWbNmoWzZ89iw4YN+N///oevv/66Qss1D9BKCwKq8zcp61mC8pg7dy5GjBhR5eXUhvIcb8Y0ls51//vf/yr9+IFRjx49ij3/06BBA8jlchQUFOD06dOlzm8+vaRnb6pDRW72zffX0NDQmsiOSW1ct+68PylNVe5PjPmqrm2pyPXGfDlarRZLly4FYLjulXYDXtU/KGxFdVwTtmzZYnq2bc6cOUWeezRnC/eUnp6ekMlk0Ov1VbqGZmRk2GzVeJuv4miJTCZDmzZt8PHHH2Pz5s2m8Xc2kFDeE7L5j7N///5S0x44cMDifE2bNjW9L+uhS/O6wlXx33//md6X1GhHda6vpnh5eWHYsGHYvHmz6UHPI0eO4Ny5cxVajvH3iImJKfVBzps3b+LixYtF5qktAQEBGDlyJPbu3Ys2bdoAMDzoWh3VK4w32CdOnMCxY8cA3K7eGBUVVebzlSWJiooyPRty8ODBUtOWNb2iqvtYt6Vjxvj7X7p0ybQ/llfr1q1N73fv3l2t+YqIiMDYsWNx8OBB00XeUuMzZYmMjDSVup09e7bEdLb0m9Q1cXFxSE5OLnF6YmKiqcpzbZ7rVCqV6fmgvXv3llq9zFjdUK1WV+n5p7KcPHnS9L6kho6MjPurWq2u9POvFb3/qMnrVlRUlKnKcU3enxjzFRcXV2qgl5eXZ/oDtrRtqcj1xnw5586dQ15eHoDSzymnT58uswpuXVEd14S6dC5WKpWm33znzp0VLskzfl8XLlyo8YaAKqtOBmjm2rRpY/p36M6HFc2fgTB/EPlObdu2NVVjmD9/PvR6vcV06enpphuVJk2aFKn32rNnT1N92t9//73EdR09erTaWgsyP5mX9iDz999/Xy3rqw3GUjWg4g/tGp+vSk1Nxd9//11iul9++cV0MFfmmazqoFQq0aNHDwCG37EyLRjd6fHHHzdVAVu4cCGuXLmCnTt3Aqh86RkAKBQK9OzZEwDw77//lvhvlV6vr/K/8aWpjmPdlo6ZgQMHmt5XtHSqT58+puBn5syZNVLNRKPRmB7Sr8wD9EqlEp06dQJQ+o1Wdf4mwtB1TJWGulJ6Bhi297fffitx+rx580o91xmnV2UoqfU8Y60BrVZb4vn4ypUrplb8evfuXeTZter2ww8/mN4bz70lMe6vrVu3rvQzaMZzUmnnI6B2rlsKhcLUEt369etLDJ6EEKXev5TFmC8hRKmtF//111+mFgdL25bjx4+XWpPm119/BWCoqWK8RgG2dZ6vLdVxTSjP96bX6/HTTz9VLpPVzHgNjYuLq3BLxMbCACEEZsyYUe15qw42H6AtXbq01NKF6OhoUxH1nfXgzQOo0prtVqvVpqLcEydO4OOPPy6WRgiBsWPHmm5Uxo4dW2R6cHAwBgwYAMBw8jE2a24uOzsbL730Uon5qChjc/ZAyc3Wf/fddzXShHZlHDlyBEeOHClxuhCiSDO9Fe1iYOTIkaYT1JtvvmnxOYOjR49i2rRpAAx1iWuqSe2dO3ciNja2xOk6nc70z7GLi0uVHsw28vf3x7333gvA0BjLokWLTCfpqgRoAEwtQ+bm5uLll1+2+EDv9OnTLbYUV161cazb0jHTp08fU4tqs2bNwpIlS0pMm5ycXOS7cXd3N52D9uzZg9dff73EP5YAQ1Wgn3/+uci4DRs2lFo1JC0tzVRj4M7vu7y6desGADh27FiJN6q29JvUhp49e0KSJEiSVKxBn8r4+OOPcebMmWLjT506halTpwIwHB+VqRJcFS+88IKpKfX33nuvWElfQUEBXnnlFdO55O2337a4nMmTJ5u+L0v7x759+0rdj4UQ+OCDD0zXlpYtW5bagmNubq6pBkLfvn1L3sAyGM9JFy5cKPVmubauW8ZGUrKzszFq1CiL54uvvvoKMTExFV620eDBg02lk8YuHO50+fJlvPXWWwAMjUiMHDmy1GW+9NJLFoOFRYsWYe3atab1ml8D6tWrZyrBnD9/vsXvf9WqVZg9e3Y5t8z2Vcc1oTzn4vfff79K+0h1Gjt2LJydnQEY9u/SnkG+81nYvn37mkr5P//88zJriRjbE6hVFe04zbzjvvJ2vGbeaV1FO6oOCwsT7u7uYvjw4eKXX34RO3fuFDExMWLjxo1i0qRJwtPTUwAQcrlcHDx4sNj8wcHBAoCIiIgQK1euFKdPnxbnzp0T586dE1qt1pROq9WKyMhIUz4eeeQRsXr1anHo0CHx119/iZ49e5qm3XPPPRY7sz537pypV3OFQiFeffVVsWXLFhEdHS3mzZsnmjRpIgCI9u3bl7i9QpS/Yzu9Xl+kY+ChQ4eKVatWiejoaLFixQrx6KOPCgCiS5cupS6ztO/fXHk7cC6p4765c+eatv+jjz4Sq1evFtHR0WLv3r1i0aJFpo6KAYhBgwaVuo6SfPvtt6Zl+Pn5ia+//lrs379f7N69W0yZMkW4uLiYOoNcs2ZNlbazNJMmTRIymUz06NFD/N///Z9Yv369OHTokNi1a5f49ddfi3SeOm7cuGLzV/QYM5o3b55pXmPn6+3atav0dpgbOHCgadkdO3YUS5YsEYcOHRLr1q0Tw4YNM63LmKainZzWxrFe28dMWR2dnjx50rRPAhAPP/yw+OOPP0R0dLTYv3+/WLhwoRg+fLhwdnYudu7MyckRHTt2NM3bsmVLMXv2bLFr1y5x+PBhsWXLFjFr1iwxaNAgoVKpRNu2bYvMP3z4cKFUKsUDDzwgvvnmG7Fp0yYRExMjtm/fLr799lvRuHFj07K//vrrUrezJDExMaZlbNy40WKa6vpNatr169fF3LlziwwNGzYssr+bD+fOnbO4HPOOa8vqhL4kxmXUq1dPuLm5CXd3dzF9+nSxd+9esXfvXjF9+nRTp7UooRPe2vD999+b8hAVFSV+/fVXcfDgQbFy5UrRq1cv07QnnniixGWYH2slnVPUarUYNGiQmD17ttiyZYuIiYkRe/fuFT/88EORY8TJyUkcOHCg1Dz/+++/pvSHDx+u9Lb/9NNPpuWMHz9eREdHm85H8fHxRdJWx3WrPPr27WtaT5cuXcTSpUvFoUOHxPr168XTTz8tABS5Ns2bN6/YMso6961evVpIkiQACFdXV/HRRx+J3bt3i3379omvvvpK+Pr6muafM2eOxWUYpxuvJ40aNRJz584V0dHRYvPmzWL06NFCJpOZ1mHpOBowYIBpOX369BHLli0T0dHRYu3ateL5558Xcrlc1K9fX/j4+AgAYvjw4cWWUZ0dVZfVYXlYWFiJ+TBX2jmwqteEjIwM0+8jl8vFyy+/LNavXy+io6PFkiVLRO/evYudiy0dk+W9hzLeE1blXPjbb7+ZluHo6Chee+01sW7dOnH48GGxc+dO8d1334n7779fREZGFps3NjbWdF8BQAwcOFAsWLBA7N+/37SvTJ06VXTq1EkAEG+++WaxZdRkR9V1IkAzTitpUKvVFncSIW73mG5puHOeuLg40ahRo1LX1aVLF5GcnFzitv7777/C2dm5xPknTZokPvzwQwFAODg4WFxGRb7fw4cPCw8PjxLX17x5c3Ht2rVqudmsrgCtrKFz584We6cvr6lTp5pO3iXtL/Pnz6/ydpbG/DstbRg0aJDIysoqNn9lD2qtViscHR2LrKOyN9eWlm1+Yr5zaN26tTh06FCpJ25bONZr85gpzwU+OjpahISElLntls6dWq1WPPzww+Xa13r16lVkXvPzcmnDqFGjREFBQanbWZq2bdsKAGLkyJElpqmO36Smmf+W5RlK2k+NN8BKpbLUa0lpzM+xq1evNv0xeOcgk8nEF198UYWtrrqJEyeabtgtDQ888IDIzs4ucf7yBGjl+T1CQ0PFrl27yszviBEjBADRtGnTqmy2SE9PL/Knr/lg6dpS1etWedy6datIAGbpHB4dHW36vGTJkmLLKM+5b968eUKtVpe4HrlcLqZNm1bi/ObHeWm/r0ajEdu2bbO4jEuXLonQ0NBS94f//vuv1MCorgVoQlTtmiCEEOvXrxcODg4lztOzZ09x4sSJUo/J2gzQhDDsb3fe95TnmBNCiDNnzhT5g7C0YcqUKcXmr8kAzearOG7duhUzZszAI488gubNm8PHxwcKhQIajQatW7fGW2+9hZMnT5b43MDo0aOxbNky9O3bF76+vqU2Mx4eHo6jR49i9uzZ6NGjB7y8vKBUKuHn54f+/fvj999/x44dO0ptdei+++7DiRMn8PLLLyMsLAwqlQp+fn4YMGAA1q9fj8mTJ0Or1QKAqfpHVbRq1QpHjhzBqFGjEBYWBqVSCU9PT3To0AFffPEFDhw4UKk+ImrCE088gbVr1+L1119H165dERERAScnJ6hUKgQHB+Ohhx7CwoULsXPnzlI7NyzLhAkTcPjwYbz44oumBi6cnZ3RuHFjjBs3DqdPn8azzz5bjVtW3FtvvYVly5Zh9OjR6NSpE0JDQ+Hg4AAHBweEh4dj6NChWL16NVasWFHpzlktcXV1LfJsk1wuL9Z5Z1WWvW3bNsyaNQvt27eHi4sLXF1d0apVK0yfPh179uypUquYtXWs29ox07ZtW5w5cwYzZ87Evffea8q7i4sLmjdvjpdeegmbN2+2WOXX1dUVy5Ytw86dO/HCCy+gYcOGcHV1hUKhgKenJ9q3b48xY8Zg7dq12LhxY5F5v/76ayxYsADPPfcc2rVrh6CgIKhUKjg6OqJBgwYYPnw4du7cie+++65IfzUVZazW/ffff5dYzdHWfpOakpOTY6rm/eyzz1ZLK7IDBgxAdHQ0Ro4cabrm+Pr64pFHHsGuXbvw5ptvVnkdVTFlyhTs2rULTz75JEJCQkz5u++++7Bo0SKsWbOmyDOkFTVy5EjMmTMHzzzzDFq2bImAgACoVCo4OTkhNDQUgwcPxi+//IIzZ86UWrURMPw+xufAXnnllUrnCTBUXd+zZw/GjRuHxo0bl9lNRW1ct9zd3bFr1y58/fXXaNu2rcVzuHnXLpW9Rxk+fDhOnz5t2nZnZ2c4OjoiKioKL774Ig4fPmxqabgskydPxvr16zFgwAD4+flBpVIhPDwcr7zyCv77778SnycMCQlBTEwM3n77bTRo0ABqtRpubm5o2bIlJk2ahCNHjhTpesFeVOWaAAD9+vVDdHQ0nn76aQQGBkKpVMLHxwc9evTAjz/+iM2bN5uqFdqK4cOH4/z58/jf//5nalNCLpfDw8MDnTp1woQJE7B+/XqL8zZo0ABHjhzBokWL8MgjjyA0NBSOjo5QqVQICAhAz5498cEHH+DQoUOYOHFirW6XVBjhUS3q06cPNm/ejK5du5oacSAiskcZGRmIjIxEYmIiFixYUOXnIeuybdu2oVevXlAoFDhz5gwiIyOtnSUys2DBAjzzzDPw8vJCfHx8jXacbauM3wEAxMbGmvq7IqLaZfMlaPbm2rVr2LFjBwCYWjgjIrJXLi4u+PDDDwEA06ZNK/XBdXtnbBjoqaeeYnBmY/R6vakhjrfffvuuDM4AQwNTgKEvLe6jRNbDAK2aldZyX3Z2NkaMGGHqn6Omq9kREdmCUaNGITIyEidPnsRff/1l7exYzY4dOyCXy/G///3P2lmhO/z55584deoUQkND8dprr1k7OzXi6tWrpbaU+/PPP5taRnz22Wcr1Lk3EVWvkh/Iokp54YUXkJmZiaFDh6Jt27bw9PREeno6oqOjMWfOHFMA9/zzz6N58+ZWzi0RUc1TKpWYN28eNm/eXGpnvPbOvLN1si0FBQWYNGkS7r333mp9LtiWbNy4Ee+88w4ef/xx9OzZE2FhYdDr9Th//jyWLl1q6h7Iz8+v3M+IEVHN4DNo1axnz56maiwlGTJkCBYuXGi3FwEiIiKyLfPmzSuz37GAgACsWbMGrVu3rqVcEZElDNCqWUxMDJYvX44tW7bgypUrSExMhBACvr6+6NSpE4YPH44HHnjA2tkkIiKiu0hSUhL++usvbNiwASdPnkRiYiLS09Ph7u6Oxo0bY+DAgRg1ahRcXV2tnVWiux4DNCIiIiIiIhvBRkKIiIiIiIhsBAM0IiIiIiIiG8EAjYiIiIiIyEYwQCMiIiIiIrIRDNCIiIiIiIhsBAM0IiIiIiIiG8EAjYiIiIiIyEYwQCMiIiIiIrIRDNCIiIiIiIhsBAM0IiIiIiIiG8EAjYiIiIiIyEYwQCMiIiIiIrIRDNCIiIiIiIhsBAM0IiKiCurZsyckSbJ2NrBt2zZIkoTJkycXGW8r+SMioopjgEZERHVeSYEKERFRXcMAjYiIiIiIyEYwQCMiIiIiIrIRDNCIiKhKduzYgcGDB8PPzw9qtRohISF4+OGHsWvXriLpMjMzMWnSJDRq1AgODg7w9PTEgAEDsHv37mLLnDx5MiRJwrZt27Bo0SK0atUKjo6OCAgIwLhx45CdnV0kba9evQAAU6ZMgSRJpiE+Ph4AMGLECEiShAsXLuDLL79EkyZNoFarMWLECNNyTpw4gaFDh8LX1xdqtRoREREYP348kpOTq+V7Onr0KJ566ikEBwdDrVYjICAA/fv3x6pVq4qlXblyJXr37g0PDw84ODigWbNm+OKLL1BQUFDp9ev1evz888/o0KEDPD094ejoiODgYAwcOBDbtm2rwpYREVF1Ulg7A0REVHfNmDEDr7/+OhwdHTFkyBCEhobi6tWr2LVrF/766y907doVAJCTk4N7770XBw4cQJs2bTB+/HjcuHEDS5cuxYYNG7B48WI89thjxZY/e/ZsrF+/HoMGDcK9996L9evXY+bMmUhKSsLChQsBGBrEiI+Px/z589GjRw/07NnTNL+7u3uR5b366qvYt28fBgwYgIEDB8LX1xcAsGvXLvTr1w86nQ6PPvoowsPDsXfvXsyYMQOrV6/Gvn374O3tXenvadmyZXjyySchhMDAgQPRsGFD3Lx5E/v378cvv/yCgQMHmtK+//77+PTTTxEUFISHH34Ybm5u2LlzJ95++23s378ff/75Z6Xy8P777+P//u//EBUVhSeffBKurq6m32rTpk1FvjciIrIiQUREVAlHjhwRMplMBAYGiri4uCLT9Hq9uHr1qunzlClTBADx1FNPCb1ebxofExMjVCqVcHd3F1qt1jR+0qRJAoBwc3MTp0+fNo3PysoSDRo0EDKZrMjyt27dKgCISZMmWczr8OHDBQARHBwsLl68WGRaQUGBiIqKEgDE+vXri0x7++23BQDx3HPPFRnfo0cPUd5LaEJCgnB2dhbOzs4iJiam2PTLly+b3v/7778CgOjXr5/IyMgwjdfr9WLUqFECgPjrr7/K3G5L+fP09BSBgYEiMzOzWB6Sk5PLtS1ERFTzWMWRiIgq5YcffoBer8cnn3yC8PDwItMkSUJgYKDp8/z586FUKvHpp58Waf69devWGD58OFJTU7FixYpi6xg3bhwaNmxo+uzo6IgnnngCer0ehw4dqnCe3377bYSGhhYZt3v3bpw/fx73338/+vXrV2TaxIkT4enpiUWLFkGn01V4fYBh2zMzM/Hmm2+idevWxaYHBweb3s+ePRsA8OOPP8LZ2dk0XpIk03e3ePHiSuUDAFQqFeRyebHxnp6elV4mERFVL1ZxJCKiSjlw4AAAoG/fvqWm02q1uHDhAho3blwkGDHq1asXfvrpJxw5cgTPPPNMkWlt27Ytlt64jNTU1ArnuUOHDsXGHT58GAAsVvFzcXFBu3bt8O+//+LMmTNo3rx5hddZ3u8JAPbt2wdnZ2f8+uuvFqc7Ojri9OnTFc4DADz++OOYM2cOmjVrhscffxy9evXCPffcA0dHx0otj4iIagYDNCIiqpS0tDRIkoSAgIBS02m1WgCAn5+fxenG+Y3pzGk0mmLjFArDpasyDWZYykNV8lceaWlpAICgoKAy06akpCA/Px9TpkwpMU1mZmal8jFjxgxERERg7ty5+OSTT/DJJ5/AwcEBQ4cOxZdfflmlZ+yIiKj6sIojERFViru7O4QQuH79eqnpjEHWjRs3LE5PSEgokq4mmVevNKrp/BkbKrl69WqZaTUaDby8vCCEKHGIi4urVD4UCgXeeust/Pfff7h69SoWLVqEbt264bfffsNTTz1VqWUSEVH1Y4BGRESVYqwu+O+//5aaTqPRIDIyErGxsRaDFGMT761atap0XozPVVWmVM34XJilpuYzMzMRHR0NR0fHIs/CVUR5vycA6NixI5KTk3Hu3LlKrau8AgMD8cQTT2D9+vWoV68eNm3aVKTrAiIish4GaEREVCmjRo2CXC7HBx98gIsXLxaZJoTAtWvXTJ+HDx+OvLw8vP/++xBCmMYfO3YM8+bNg5ubGwYPHlzpvBgbubh8+XKF5+3SpQuioqKwbt06bNq0qci0Tz75BMnJyXjiiSegUqkqlbfhw4fDxcUFX375JY4cOVJsunnQ+tprrwEAnnvuOYv9ryUkJODUqVMVzkNubi727NlTbHxmZiYyMjKgVCohk/GWgIjIFvAZNCIiqpTmzZvjm2++wWuvvYamTZti8ODBCAsLQ0JCAnbs2IEBAwbgm2++AQC88847WLNmDX7//XecOnUKvXv3xs2bN7F06VLk5+fjp59+gqura6Xz0qhRIwQGBmLJkiVQq9UIDg6GJEl49dVX4ebmVuq8MpkM8+bNQ79+/fDAAw/gscceQ1hYGPbu3Ytt27YhKioKn376aaXz5uvri99++w2PP/44OnTogIceeggNGzZEUlIS9u/fj/DwcFMLlv3798eHH36Ijz/+GPXq1UP//v0RFhaG5ORkxMbGYufOnfjkk0/QuHHjCuUhOzsbXbp0QYMGDdC2bVuEhoYiIyMDq1evRkJCAt566y2o1epKbyMREVUfBmhERFRpY8eORbNmzfDll19i3bp1yMjIgK+vLzp27IihQ4ea0jk4OGDLli347LPPsHTpUnz99ddwcnJCjx49MGHCBFOH1pUll8vx999/491338XixYuRnp4OAHj66afLDNAAoGvXrti3bx8++ugj/Pvvv0hLS0NgYCDGjRuHDz74oMoNaAwZMgT79+/H9OnTsX37dvzzzz/w9vZGq1at8OKLLxZJ+9FHH6F79+6YOXMmNm/ejNTUVHh5eSEiIgKTJ0+u1PNizs7O+Oyzz7B582bs3LkTN2/ehIeHBxo2bIjp06fj8ccfr9L2ERFR9ZGEeV0TIiIiIiIishpWOCciIiIiIrIRDNCIiIiIiIhsBAM0IiIiIiIiG8EAjYiIiIiIyEYwQCMiIiIiIrIRDNCIiIiIiIhsBPtBswK9Xo9r167B1dUVkiRZOztERERERHWWEALp6ekIDAyETFb3y58YoFnBtWvXEBISYu1sEBERERHZjcuXLyM4ONja2agyBmhW4OrqCsCwE2k0GivnhoiIiIio7tJqtQgJCTHdY9d1DNCswFitUaPRMEAjIiIiIqoG9vLoUN2vpElERERERGQnGKARERERERHZCAZoRERERERENoIBGhERERERkY1ggFYJBQUF+PDDDxEREQFHR0dERUXh448/hhDC2lkjIiIiIqI6jK04VsJnn32G7777DvPnz0fTpk0RHR2NkSNHws3NDa+99pq1s0dEREREVVRQUIC8vDxrZ+OuplAoIJfL7aZ1xvJigFYJe/bswaBBgzBgwAAAQHh4OBYvXowDBw5YOWdEREREVBVCCCQkJCA1NdXaWSEAcrkcvr6+cHNzu2sCNQZoldC5c2f8+OOPOHv2LBo0aICjR49i165d+Oqrr6ydNSIiIiKqAmNw5uvrCycnp7smKLA1Qgjk5+dDq9Xi+vXryM7ORkBAgLWzVSsYoFXCe++9B61Wi0aNGkEul6OgoABTp07FU089ZTF9bm4ucnNzTZ+1Wm1tZZWIiIiIyqmgoMAUnHl5eVk7OwTA1dUVarUaSUlJ8PX1hVwut3aWahwbCamEP/74AwsXLsSiRYsQExOD+fPn44svvsD8+fMtpp8+fTrc3NxMQ0hISC3nmIiIiIjKYnzmzMnJyco5IXPOzs4QQtw1zwRKgk0PVlhISAjee+89jBkzxjTuk08+wYIFC3D69Oli6S2VoIWEhCAtLQ0ajaZW8kxEREREpcvJyUFcXBwiIiLg4OBg7exQobJ+F61WCzc3N7u5t2YVx0rIysqCTFa08FEul0Ov11tMr1aroVarayNrRERERERUh7GKYyUMHDgQU6dOxZo1axAfH4/ly5fjq6++wpAhQ6ydNSIiIiKiCpk8eXKRxlDCw8MxYsQI62XoLscArRJmzZqFRx99FK+88goaN26Mt956Cy+//DI+/vhja2eNiIiIiMjm5OTkYPr06WjSpAmcnJwQFBSExx57DP/995+1s2ZzWMWxElxdXfHNN9/gm2++sXZWiIiIiIhs3lNPPYV//vkHL774Itq0aYNr167h22+/xT333IPjx48jLCzM2lm0GQzQiIiIiIjKsGj/JWtnAQDwZMdQa2ehwq5evYq///4bb731Fj7//HPT+G7duuHee+/F33//jddff92KObQtrOJIRERERHSX2LVrF9q3bw8HBwdERUXhhx9+KHOeefPmQZIk7Nq1C6+99hp8fHzg7u6Ol19+GTqdDqmpqXj22Wfh4eEBDw8PvPPOOzBvKD49PR0A4OfnV2S5xo6nHR0dq3EL6z6WoBERERER3QWOHz+Ovn37wsfHB5MnT0Z+fj4mTZpULHAqyauvvgp/f39MmTIF+/btw48//gh3d3fs2bMHoaGhmDZtGtauXYvPP/8czZo1w7PPPgsAiIqKQnBwML788ks0bNgQrVu3xrVr1/DOO+8gIiICjz/+eE1udp3DAI2IiIiI6C4wceJECCGwc+dOhIYaqko+8sgjaN68ebnm9/Pzw9q1ayFJEl555RXExsbi888/x8svv4zvvvsOAPDSSy8hPDwcv/76qylAUyqVWLZsGZ588kk89NBDpuW1bdsWe/bsgbu7e/VuaB3HKo5ERERERHauoKAAGzZswODBg03BGQA0btwY/fr1K9cynn/++SLN8Xfs2BFCCDz//POmcXK5HO3atcOFCxeKzOvh4YFWrVrhvffew4oVK/DFF18gPj4ejz32GHJycqq4dfblritBi4+Px8aNG+Hg4IAhQ4bAxcXF2lkiIiIiIqpRiYmJyM7ORv369YtNa9iwIdauXVvmMswDOwBwc3MDAISEhBQbf+vWLdPntLQ0dOvWDW+//TbefPNN0/h27dqhZ8+emDt3LkaPHl2h7bFndluCNm3aNERERBTZObZt24ZmzZph1KhRGDFiBNq0aYOUlBQr5pKIiIiIqG6Qy+XlHm/eSMiyZctw48aNItUbAaBHjx7QaDTYvXt39Wa0jrPbAG3FihUIDw+Hh4eHady7774LvV6PKVOmYPTo0YiNjWVfZkRERERk93x8fODo6Ihz584Vm3bmzJkaXfeNGzcAGKpZmhNCoKCgAPn5+TW6/rrGbgO0+Ph4NGnSxPT52rVrOHjwIMaMGYMPPvgAs2fPRu/evbF8+XIr5pKIiIiIqObJ5XL069cPK1aswKVLt/t0O3XqFDZs2FCj627QoAEAYMmSJUXG//PPP8jMzETr1q1rdP11jd0+g6bVaou0CLNjxw5IkoSBAweaxrVp0wbff/+9FXJHRERERFS7pkyZgvXr16Nbt2545ZVXkJ+fj1mzZqFp06Y4duxYja134MCBaNq0KT766CNcvHgRnTp1QmxsLGbPno2AgIAijYyQHZeg+fn54eLFi6bPGzduhFqtRseOHU3jcnJyirREQ0RERERkr1q0aIENGzbAx8cHEydOxK+//oopU6ZgyJAhNbpelUqFnTt3Yvz48dizZw/GjRuHefPmYfDgwdi9eze8vb1rdP11jSTMn+CzI48++ig2bNiAxYsXw8HBAYMHD0aPHj2wZs0aU5qHHnoIsbGxOHnyZK3mTavVws3NDWlpadBoNLW6biIiIiKyLCcnB3FxcYiIiICDg4O1s0OFyvpd7O3e2m5L0CZMmID8/HwMGjQI/fr1Q05ODiZMmGCanpubix07dhQpUSMiIiIiIrImu30GrU2bNti3bx9+//13AMDQoUPRoUMH0/TDhw+jV69eePLJJ62VRSIiIiIioiLsNkADgJYtW6Jly5YWp3Xq1IktOBIRERERkU2x6wDtbrRo/6WyE5XhyY6hZSciIiIiIqJqZzcB2m+//VbpeZ999tlqzAkREREREVHl2E2ANmLEiAo3mS+EgCRJDNCIiIiIiMgm2E2ANnfuXGtngYiIiIiIqErsJkAbPny4tbNARERERERUJXbbDxoREREREVFdwwCNiIiIiIjIRthNFcfIyMhKzSdJEs6fP1/NuSEiIiIiIqo4uwnQ9Hp9hVtxBAwtORIREREREdkCuwnQ4uPjrZ0FIiIiIqI6Z/LkyZgyZQoLLmwEn0EjIiIiIiKyEXZTglaajIwMnD17FpmZmejWrZu1s0NEREREdU20jfS5226ktXNANcyuA7T4+HiMGzcOa9euNT2jlp+fDwDYvXs3XnzxRcyZMwc9e/a0bkZrUNSlPys+k9yzYul5oiAiIiIiqhZ2W8Xx0qVL6NSpE9auXYtBgwbhnnvuKVKvtmPHjkhKSsLixYutmEsiIiIiotqza9cutG/fHg4ODoiKisIPP/xQZHp8fDwkScK8efOKzStJEiZPnmz6PHnyZEiShNjYWIwYMQLu7u5wc3PDyJEjkZWVVWzesWPHYsWKFWjWrBnUajWaNm2K9evX18Rm1ml2W4I2adIk3Lp1C9u3b0fnzp0xZcoU7N271zRdoVCgW7du2L17txVzSURERERUO44fP46+ffvCx8cHkydPRn5+PiZNmgQ/P78qLXfo0KGIiIjA9OnTERMTg59//hm+vr747LPPiqTbtWsX/v77b7zyyitwdXXFzJkz8cgjj+DSpUvw8vKqUh7sid0GaBs2bMCQIUPQuXPnEtOEhYVhy5YttZgrIiIiIiLrmDhxIoQQ2LlzJ0JDQwEAjzzyCJo3b16l5bZu3Rq//PKL6XNycjJ++eWXYgHaqVOncPLkSURFRQEAevXqhZYtW2Lx4sUYO3ZslfJgT+y2imNKSgrCw8NLTSOEQG5ubu1kiIiIiIjISgoKCrBhwwYMHjzYFJwBQOPGjdGvX78qLXvUqFFFPnfr1g3JycnQarVFxvfp08cUnAFAixYtoNFocOHChSqt397YbYDm5+eHc+fOlZrm+PHjRXZQIiIiIiJ7lJiYiOzsbNSvX7/YtIYNG1Zp2XfeT3t4eAAAbt26VWo6Y9o7093t7LaK43333Yfff/8dx44dQ4sWLYpN37lzJ7Zs2YLx48fXfuZs3P64lAqlP19wqdi4Jzsy8CUiIiKqayRJsji+oKCgxHnkcrnF8Xd2fF3edHc7uy1B++CDD+Do6Iju3btj6tSpiI2NBQCsW7cOH374Ifr37w9vb2+8/fbbVs4pEREREVHN8vHxgaOjo8UaZmfOnDG9N5Z+paamFklz8eLFGs0f3Wa3AVp4eDg2bNgADw8PfPjhh1i0aBGEEHjwwQcxdepU+Pj4YO3atQgICKjU8q9evYqnn34aXl5ecHR0RPPmzREdHV3NW0FEREREVHVyuRz9+vXDihUrcOnS7dpPp06dwoYNG0yfNRoNvL29sWPHjiLzz5kzp9byerez2yqOgKGvs3PnzmHVqlXYv38/UlJSoNFo0LFjRwwaNAgqlapSy7116xa6dOmCXr16Yd26dfDx8cG5c+dM/zgQEREREdmaKVOmYP369ejWrRteeeUV5OfnY9asWWjatCmOHTtmSvfCCy/g008/xQsvvIB27dphx44dOHv2rBVzfnex6wANMPR3NmTIEAwZMqTalvnZZ58hJCQEc+fONY2LiIiotuUTEREREVW3Fi1aYMOGDXjjjTcwceJEBAcHY8qUKbh+/XqRAG3ixIlITEzEX3/9hT/++AP3338/1q1bB19fXyvm/u4hCTt9Kq+goACZmZlwcXGBTFa8JqdxurOzc4kPLJakSZMm6NevH65cuYLt27cjKCgIr7zyCl588cVyza/VauHm5oa0tDRoNJoKrbssi/YXbbAj6tKf1bp8S86HPlZsHBsJISIioromJycHcXFxiIiIgIODg7WzQ4XK+l1q8t7aGuz2GbQpU6bA19cXycnJFqenpKTAz88PU6dOrfCyL1y4gO+++w7169fHhg0bMHr0aLz22muYP3++xfS5ubnQarVFBiIiIiIiojvZbYC2evVq9O7dGz4+Phan+/j4oE+fPli5cmWFl63X69GmTRtMmzYNrVu3xksvvYQXX3wR33//vcX006dPh5ubm2kICQmp8DqJiIiIiMj+2W2AduHCBTRq1KjUNA0bNkRcXFyFlx0QEIAmTZoUGde4ceMiLeKYe//995GWlmYaLl++XOF1EhERERGR/bPbRkLy8vIsPntmTpIk5OTkVHjZXbp0KdJfBACcPXsWYWFhFtOr1Wqo1eoKr4eIiIiIiO4udluCVq9ePWzZsqXUNFu2bKlU64uvv/469u3bh2nTpiE2NhaLFi3Cjz/+iDFjxlQ2u0RERERERPYboD388MM4cuQIJk6ciIKCgiLTCgoK8OGHH+LIkSN47LHiLRCWpX379li+fDkWL16MZs2a4eOPP8Y333yDp556qrqyT0REREREdyG7reL45ptvYsmSJZg6dSqWLFmCXr16ISgoCFevXsXWrVtx/vx5NG7cGG+99Vallv/ggw/iwQcfrOZcExEREZG12WkvVHXW3fZ72G2A5uLigh07dmD06NFYvnw5YmNjTdNkMhkeffRRzJkzBy4uLlbMJRERERHZCqVSCQDIysqCo6OjlXNDRpmZmZAkyfT72Du7DdAAQ1P6f/31F27cuIHo6GikpaXB3d0d7dq1Y0/oRERERFSEXC6Hu7s7bt68CQBwcnKCJElWztXdSQiB/Px8Ux/C7u7ukMvl1s5WrbDrAM3Iz88PAwYMsHY2iIiIiMjG+fv7A4ApSCPrksvlCAgIgJubm7WzUmvuigCNiIiIiKg8JElCQEAAfH19kZeXZ+3s3NUUCgXkcvldV4rJAI2IiIiI6A5yufyuqVJHtsVum9knIiIiIiKqaxigERERERER2QgGaERERERERDbCbgK0N954A//++6/p86VLl6DVaq2YIyIiIiIiooqxmwDtm2++wb59+0yfIyIiMGPGDCvmiIiIiIiIqGLsJkBzcXFBVlaW6bMQAkIIK+aIiIiIiIioYuymmf369evj77//xpAhQxAQEAAASE1NxaVLl8qcNzQ0tKazR0REREREVCa7CdDeeustPP300+jcubNp3IwZM8qs5ihJEvLz82s6e0RERERERGWymwDtiSeeQEREBNasWYOrV69i3rx5aNGiBVq1amXtrBEREREREZWL3QRoANCpUyd06tQJADBv3jwMGTIEEydOtHKu7k6L9pddtbQsT3Zk1VMiIiIiurvYVYBmbuvWrQgPD7d2NoiIiIiIiMrNbgO0Hj16FPmcmZkJrVYLjUYDZ2dnK+WKiIiIiIioZHbTzL4lOp0OU6dORf369aHRaBAcHAyNRoP69etj2rRp0Ol01s4iERERERGRid2WoGVnZ6N3797Yv38/5HI56tevj4CAACQkJOD8+fP48MMPsXr1amzevBmOjo7Wzi4REREREZH9lqB99tln2LdvH4YOHYrz58/j9OnT2Lp1K06dOoULFy5g2LBh2LdvH/7v//7P2lklIiIiIiICYMcB2tKlS9GmTRssXrwYISEhRaYFBwdj0aJFaNu2LZYsWWKlHBIRERERERVltwFafHw8+vbtW2qaPn36ID4+vnYyREREREREVAa7DdCcnJyQmJhYaprExEQ4OTnVUo6IiIiIiIhKZ7eNhHTq1AlLlizB+PHj0bRp02LTT548iaVLlxZrjp+oplRH590AO/AmIiIismd2G6BNmDAB//77L9q3b4/nn38ePXr0gJ+fH27cuIFt27Zh7ty5yMvLw/vvv2/trNo0nV7CjVwlpMLPMgkABCTAMEhASqbO9B4ApMI3kgQoJAlOarvdzYiIiIiIqpXd3jl36dIFixYtwosvvohvv/0Wc+bMMU0TQsDNzQ3z589Hly5drJhL23YhS43p50KgzS9jNzlxptTJDf1cMaR1EDSOymrMHRERERGR/bHbAA0AHnvsMfTv3x8rV67E4cOHodVqodFo0Lp1awwaNAiurq7WzqLNOpfpgOnnQpBZIIeDrABKSUBfWI4mAAhR+AoJekluGF84DgIQEKbPZ26kY8bmc3ioVSBaBrtbZ4OIiIiIiOoAuw7QAMDV1RVPP/00nn76aWtnpc44neGIT88FI1svR0PnLLxX/wqc5PoS058PfazEaTe0Ofjz0GVcS83B0oOXcfKaFg+1DIQzqz0SERERERVjt604UuWc0Dph2rkQZOvlaOqaiQn1L5canJXFT+OA0T3q4d5GvpBJwPGraZix+RxOX9dWY66JiIiIiOwDAzQyOZLmjE9jg5Grl6GlJgPv1bsCB7mo8nLlMgl9GvthVI8o+LiqkZGbj9/2XcSymCvIySuohpwTEREREdkHBmgEADiU6oLPzwchT8jQ1i0db0VdhUpW9eDMXLCHE8b2qoeu9bwhATh08RZmbjmH84kZ1boeIiIiIqK6igEaYf8tV3x5Pgj5QoaO7lq8EVn9wZmRUi7DA80D8EK3SHg4KZGalYdfdsVh9bFryCuofFVKIiIiIiJ7wADtLrcrRYNvLgSiABK6eKZhXOQ1KGphr4jwdsZr99ZH+3BPAMCe88mYtSUWl1Oyan7lREREREQ2igHaXWxrkhtmxwVADwk9vFIxNvw65FLZ81UXtVKOIa2DMPyecLg6KJCUkYvvt5/HvycTkK9naRoRERER3X0YoN2lNia64/uLARCQ0Mf7FkaFJUBWi8GZuYb+rhjXuz5aBrtBANh2JhHfbTuP0wls6ZGIiIiI7i523xlVQkICDh06hNTUVBQUWG4x8Nlnn6308j/99FO8//77GDduHL755ptKL6c2rb3hgflX/AAA9/umYHjwTUhWCs6MnFQKDGsfiiaBaVh55Cqup+XgoVm78fp9DfBy90jIrBU9EhERERHVIrsN0HJycvDiiy9iyZIl0JdQXU4IAUmSKh2gHTx4ED/88ANatGhRlazWqpUJnlh01RcA8JBfMp4MSrR6cGaueZAbwr2csPzwVZxOSMdn609j34VkzHi8FdydVNbOHhERERFRjbLbAO29997DwoUL0aBBAzzxxBMIDg6GQlF9m5uRkYGnnnoKP/30Ez755JNqW25NWnbdC39c8wEAPBKQhMcCkmwqODNydVDimU5hUMplmPjPCWw/m4gHZ+3C90+3RbMgN2tnj4iIiIioxthtgPbHH3+gSZMmOHToENRqdbUvf8yYMRgwYAD69Olj8wGaEMDSa95YnuANABgWmIiHA5KtnKvSSZKEoe1D0CzIDaMXHsLF5Cw8/N0efDyoKYa1D7V29oiIiIiIaoTdNhKSmpqK/v3710hwtmTJEsTExGD69OnlSp+bmwutVltkqC1CAAuu+piCs6eDb9p8cGauSaAG/4ztij6NfaHL1+PdZcfx7l/HkJNn+XlCIiIiIqK6zG4DtIYNG+LGjRvVvtzLly9j3LhxWLhwIRwcHMo1z/Tp0+Hm5mYaQkJCqj1fJVl23Qurb3gBAJ4LScBAv5RaW3d1cXNU4sdn2uHtfg0hk4Cl0Zfx6Pd72GcaEREREdkduw3Q3n77baxcuRKxsbHVutxDhw7h5s2baNOmDRQKBRQKBbZv346ZM2dCoVBYbCny/fffR1pammm4fPlyteapJInpufi7sOTs+dAE9PNNrZX11gSZTMKYXvUw/7kO8HBS4sRVLQbO3oVtZ25aO2tERERERNXGbp9BCw4ORr9+/dChQweMHz8ebdq0gUajsZi2e/fu5V5u7969cfz48SLjRo4ciUaNGuHdd9+FXC4vNo9ara6RqpalEUJg9bFrKBASWmsycJ93aq2uv6Z0q++D1a91wysLDuHolTSMnHcQ43rXx2v31mdT/ERERERU59ltgNazZ09IkgQhBCZPngyplOYKS+ofzRJXV1c0a9asyDhnZ2d4eXkVG29N/13T4tzNDCglPUaE3rDJ1horK8jdEX+MugdTVp3Eov2X8M2mczhyORXfDGNT/ERERERUt9ltgDZx4sRSgzJ7psvXY83x6wCAh/xT4K/Os3KOqp9aIce0Ic3RJtQD/1t+HNvOsCl+IiIiIqr77DZAmzx5cq2ta9u2bbW2rvLYeuYm0rLz4OGkxGD/utNiY2U82jYYjQNcMXpBDC6lGJri/2RQMwxtX3sNsRARERERVRe7bSTkbpWYnotd55IAAA+2CIRKJqyco5rXNNANq8Z2Re9Ghqb431l2DO8tY1P8RERERFT32G0JmlFmZiZWrFiBI0eOQKvVQqPRoFWrVhg8eDCcnZ2tnb1qJYTAqmPXUCAEGvq5opG/K1A7DUZanZuTEj892w7fbo3FV5vOYsnBy/jvmhZznmqDEE8na2ePiIiIiKhc7DpAW7ZsGV566SWkpqZCiNslSZIkwd3dHT/99BMefvhhK+aweq07kYDYmxlQyCQ82CLgrnsGTyaT8Grv+mgZ4o5xSw7j+NU09P5qO57qGIrRPaPg61q+fuuIiIiIiKzFbqs47tmzB48//jgyMzPxwgsvYNGiRdi6dSsWL16MF198EVlZWXj88cexd+9ea2e1WmTm5uPj1ScBAN0b+MDLpXab9bcl3Rv4YNWrXdExwhO6fD3m7o5H9//bik9Wn0RSRq61s0dEREREVCK7LUGbNm0a1Go1du/ejZYtWxaZNmzYMLzyyivo3Lkzpk2bhlWrVlkpl9Vn9tZYXE/LgYeTEj0a+Fg7O1YX7OGEJS91wu7YZHy18QxiLqXi511xWLj/Ep7tHIaXu0fB05lN8hMRERGRbbHbAG3v3r0YNmxYseDMqEWLFhg6dChWrlxZyzmrfrE3M/DzzgsADA2DKOV2WzBaIZIkoWt9b3Sp54XtZxPx9aZzOHo5FT9sv4AFey9ieOdwvNgtEh7lCNQW7b9UCzkmIiIiorud3d7JZ2Vlwc/Pr9Q0fn5+yMrKqqUc1QwhBCb/8x/yCgR6N/JF4wCNtbNkcyRJQs+GvljxSmf8OqIdmgVpkKkrwJxt59Ht/7biq3/PIC3L/vqKIyIiIqK6x24DtPDwcGzcuLHUNJs3b0Z4eHjtZKiGrD2egF2xSVApZJg0sKm1s2PTJEnCvY38sGpsV/z4TFs0DtAgIzcfM7fEouv/bcE3m85Cm8NAjYiIiIisx24DtKFDh+LQoUMYPnw4rl27VmTa9evXMWLECBw6dAjDhg2zUg6rLjM3H5+sMTQMMrpHFEK92Jx8eUiShL5N/bHm1a74/uk2aOjnivScfHyz6Ry6froFs7ecQ0ZuvrWzSURERER3Ibt9Bu3dd9/F+vXr8fvvv2Pp0qWoV68e/Pz8cOPGDcTGxkKn06FDhw549913rZ3VSpu1xdAwSIinI0b3jLJ2duocmUxC/2YB6NvEH+tOJOCbTWdx7mYGvvj3LH7eFYcXu0XisbbB8NWweX4iIiIiqh12G6A5OTlhx44d+Oyzz/Dbb7/h5MmTOHnSUNoUGRmJ4cOH45133oFaXTebozdvGGTywKZwUMqtnKO6SyaTMKBFAPo388fqY9cwY/M5XEjMxOcbzuDzDWfQMsQdPi5qNA5whb/G4a7rX46IiIiIao/dBmgAoFarMXHiREycOBHp6enQarXQaDRwdXW1dtaqxNgwSL7e0DBI78alN4ZC5SOXSRjUKggPtgjEP0evYt6eizh6ORVHL6cCADadugF3JyUa+2vQOECDcG8nKGR2W0uYiIiIiKzArgM0c66urnU+MDNiwyA1Sy6TMKR1MIa0DsZNbQ42n76J+XviEXszA6lZedh7IRl7LyRDrZChgZ8rGge4ooGfK5xUd83hREREREQ1hHeUdUxmbj4+Xm2oqvlKTzYMUtN8NQ54okMohAB0+XqcT8zAqetanEpIR2ZuPo5fTcPxq2mQSUCYlzMaB2jQ2N8VXi51s+osEREREVmX3QRokZGRkCQJmzZtQkREBCIjI8s1nyRJOH/+fA3nrgQxCwAXxwrNMvOYMxK0zgh1LsAo191A9O4i06MupVRnDsmMSiEzBGABGuiFwJVb2Th9XYtTCVrc0OYiLikTcUmZWHv8Onxc1WgaoEGrUHf4urKRESIiIiIqH7sJ0PR6fZHGG+78XBIhRE1mq1rFauX45ZyhxGxSy3Q4sF0Qq5FJEkI9nRDq6YS+Tf2RkqnDqetanE7QIi4pE4npudiWnohtZxMR7OGI1qEeaBnkBie13RxyRERERFQD7OZuMT4+vtTPdZ0QwKQjrsgXEvoE5KJ3oM7aWSIzns4qdKnnjS71vJGtK8DZG+k4eiUVZ2+k48qtbFy5lY21x66job8r2oR6oIG/CxsYISIiIqJi7CZAs3drrqix+6YKapnApFbp1s4OlcJRJUfLEHe0DHFHRm4+jl5ORcylW7ieloOT17U4eV0Lp8I0bUI8EOjOpvuJiIiIyMBu/8K/99578dtvv5WaZsGCBbj33ntrKUeVl5kv4ZNjLgCAVxplIsRZXyvrVealwyv1OHxTouGhPQ2XrCtQ6VIh6fNrZf32wEWtQJd63nj13vp49d566FrPGy5qBbJ0Bdh7PhnfbovFjM3nsONsIrTZedbOLhERERFZmd2WoG3btg09e/YsNc3Fixexffv22slQFcw86YSEbDlCnQvwcsOsGluPIj8LrlkX4ZYRB01mPBx1SSWmzZc7QKdwRZ7CGb63DiFH7Y1stQ+y1d5m772Qp9AALB0CAAS4OSKguSP6NfVH7M0MxFy6hVPXtbiZnov1/yVgw38JqOfrgjahHmgcoIFKYbf/nxARERFRCew2QCuPzMxMKJVKa2ejVOYNg0xuVb0Ng8gKcuGadQlumYaAzCknAeahlACQ6RAIndIVqvwMKAsHmSiAoiAHioIcIDcRbpnxJa4jX+aABO9OuBA0GNd8u0Mvs+3vuzbIZRIa+ruiob8rsnUFOH41DYcv3cLFlCycu5mBczczoFbI0D7cEz0b+LBhESIiIqK7iF3d+V26dKnI59TU1GLjAKCgoACXL1/GsmXLEB4eXku5qzghgI+OupgaBrk3oGoNg0j6fLhmXYamMCBzyb4KCUVbscxS+0DrHFE4hKJAfkc3AEJArs+BKi8Dyvx0KPMzoXWJhKMuCY45iXDQJcMxJxGOuYlQ5adDoc9B8M1tCL65DTlKD8QHDsCF4MFI1TSs0rbYC0eVHB0iPNEhwhPJGbmIuZSKw5dvITUrD7tik3AwPgXdG/igS5Q3S9RqQ/Tcml9Hu5E1vw4iIiKqs+wqQAsPDzc1tiBJEmbMmIEZM2aUmF4Igc8//7y2sldhW66rsOOGGiqZwActMyq1DFWeFt6pR6HJjINr1mXIREGR6TkqD2idI5DmHA6tczjyFS6lL1CSUCB3RLbcEdnwAQCcD33MYlJZQS40mfEIv7YGEddWwTE3CY0uLkCjiwuQommMC0GDcDHwAeSqPCq1bfbGy0WN+5r4oXdjX5y7kY5/T97A9bQcbDx5A/vOJ+Pexr5oF+Zp7WwSERERUQ2yqwDt2WefhSRJEELgt99+Q8uWLdGqVati6eRyOTw9PXHvvfeif//+tZ/RctDpgY8LGwZ5rn4Wwl0KypijKEmfh8CkPQhI2g25uN2oh07hUhiQRUDrHA6dyr06s12EXq5GqqYhjmga4miD1xCQtAeRV1cg6MY2eGpPwVN7Cq1Pf4Grvj1xIXgwrnt3gZDd3iUX7S9e+lkZT3YMrZbl1BaZJKGhvwb1/Vxx7EoaNp5MwK2sPKw8cg27ziXBw1mJB5oFQCbjs31ERERE9sauArR58+aZ3m/fvh0jR47Ea6+9Zr0MVcHcc06Iz1DAx6EAYxtVoGEQIeCpPYXQGxuhzksDAKQ7BiPJvTm0zhHIUXlZpdEOIVPgmm93XPPtDpUuFeHX1yLiykp4aU8i9MYmhN7YhGyVF+KCBuJC0GBoXaNqPY+2RiZJaBXijmZBGhyMS8GWM4lIztRh7KLDaB50Ae/2b4Su9b2tnU0iIiIiqkZ2FaCZi4uLs3YWKu1mjgyzThkaBnm3WSZclKKMOQqlXUHj+D+gyTKUPOUqNbjkdx9SNE1sqiVFncodZ8OexNmwJ+GuPYPIqysRfm0NHHXJaBI3D03i5iHZrRnOBw3GxcD+yFO6WTvLVqWQyXBPlDfahHpg1/kk7DufjONX0/D0L/vRtZ433u3fCM2D7+7viIiIiMhe2G2rAydPnsTMmTORmJhocfrNmzcxc+ZMnDp1qpZzVrbPTzgjI1+Glh55eDgsp+wZcjOAY0uBnV9Ck3UJBZICV3x64Fi9MUhxa2pTwdmdUjUNEdP4HSzvtQnb28zAZb97oZcU8Eo7gQ4nP8GQLX3Q6vRXUOtuWTurVqdWytG7kR+2v9MLIzqHQymXsCs2CQNn78KYRTGIS8q0dhaJiIiIqIokIUQ5i2fqlmeffRabN2/G5cuXIZMVj0MLCgoQHh6OPn36YO7cWmi5zYxWq4WbmxvStn4LjUvRVhKPpigwaIuhIYi/e6WgjVcpnULr84H4XcDZ9UC+IZBL0jTFZb8+0Klqr0SlpEZCKkudm4zwa2sQeXUFPNLPAQDy5E44E/40TkUMR55SU6HlVcczaNX1PFx1MG7P5ZQsfLXxLFYcuQohAIVMwrD2IRjXuz58NQ5WzmUdxVYciYiI6hzTvXVaGjSait0n2iK7LUHbuXMnevfubTE4AwwNhfTu3Rs7duyo5ZyVTAhgyhFXAMDDodmlB2c3TwLb/w84ucIQnGmCgc6v4XzII7UanNWEXLUXzkQ8i3VdlmFb22+RomkMZUEWmp3/EYO29UfT2B+hyGdpUYinE74e1gprX+uGXg19kK8XWLj/Enp8vg2fbziN9Jw8a2eRiIiIiCrIbp9BS0hIQEhISKlpgoKCcP369VrKUdlWXlYjJkUJJ7ke7zYvIQDJuAGcXGkI0ABA5QI0ehAI6QBIMiAtpfYyXNMkydCwiE83BN/YghbnZsM9IxYtz81Cw/gFOBn5HM6FDSveV9tdpnGABnNHdsD+C8n4dP1pHL6Uim+3nseSA5fxRt8GGNYuBAq53f4XQ0RERGRX7PauzdnZGTdv3iw1zc2bN+HgYBtVwTLzJUwvbFZ/TOMs+DnqiybIyzaUlm3/zBCcSXIgshfQ639AaCdDcGavJAlX/HtjXde/sLvlZ9A6hcEh7xbanPkSD21/AA3iF0JWULVOvO1Bx0gv/D26M354pi0ivZ2RnKnD/5afwAMzd2L7WcvPYhIRERGRbbHbErQ2bdpgxYoV+Pzzz+Hu7l5s+q1bt7B8+XK0adOm9jNnwXennXAjR45Q5wI8X9+sWX0hgMv7gNNrAF1hZ9W+TYEmgwAXX+tk9g5Rl/6slfWcD30MFwMfwCX/vgi/thrNY7+HS/ZVtDv1KRrHzcOJei/jQtAgCJmyVvJjiyRJQr+m/ri3kS8W7ruIbzafw9kbGRj+6wH0aOCD/w1ojAZ+rtbOJhERERGVwG4DtDFjxmDIkCHo1asXZsyYge7du5umbd++HePGjcOtW7cwduxYK+bS4HKmDD+eNTSr/78W6XCQF07IywKOLAZuHDd8dvEFmgwBfBtbJ6M2QsgUiAsejIuBAxB5ZTmaxf4A55wEdDwxBU3O/4IT9UcjPnAAhGT4Im2pgY/aopTLMKJLBIa0DsasLecwf288tp9NxM5ziXi8Qyhe79MAPq7qKq2jOr7XutaJOBEREVFNs9t6cYMGDcLrr7+Oo0ePolevXnByckJkZCScnJxw77334tixY3jrrbcwePBga2cVU4+5QKeX0MVXh76BhVX10q4AO78yBGcyOdB4END93bs+ODOnlykRGzoU//RYi0ON30W2yhOu2Vdwz7H/4YGdQxB6fT0g9GUvyI65OSnxwYNNsPH1Hujf1B96YQisen2xDXO2xSInr8DaWSQiIiIiM3YboAHAl19+iX/++Qf9+vWDs7Mzrly5AhcXF9x///1Ys2YNPvvsM2tnEXtuKrH+qgPkksDElumGLssu7wd2zwCykgBHD6DzOCCqlyFQo2L0cjXOhD+Nf3qsw+EG45GrdINbZhy6Hnkb9+9+FCEJG+/6QC3c2xnfP9MWf7x8D1oEuyEjNx//t/4Men+5Hf8cvQY77W2DiIiIqM6x6wANAB588EGsXbsWiYmJ0Ol0uHnzJlavXo3777+/0sucPn062rdvD1dXV/j6+mLw4ME4c+ZMhZeTr7/drP7Tkdlo6JINHF0CHF0M6PMAn8ZAt7cAd1YDK48ChRNORT2PlT3W41i9V6BTuMAj/Ry6HX6DgVqhDhGeWPFKF3w9rCUC3BxwNTUbry0+jIe/24NDF9kZOBEREZG12X2AVhO2b9+OMWPGYN++fdi4cSPy8vLQt29fZGZWrG+uvy464IxWAXeVHm9GXDSUml3eB0ACGj4AdHgRUDnXzEbYsXylC07UH42VPdfjeL1RDNTuIJNJGNI6GFve7Ik372sAJ5Uchy+l4pHv9mDMohhcTskqeyFEREREVCMkcRfUbSooKEBSUhJyc3MtTg8NrVoJVWJiInx9fbF9+/YijZGUxNjbebN3liBdcsHcejvRK2GuocNplQvQ+hnAp2Gl8rI/zo76QbvD+dDHKjWfMi8NjeIXoGH8AqjyDS1h3nKtjxP1RuOyX+8610VBdTescVObg682nsXS6MsQAlDJZXi6Uxie6xqOYA+nEuezy0ZCoufW/Drajaz5dRAREd1FjPfWaWlp0Gg01s5OldltK44AcOjQIUyYMAE7duyATme5nyxJkpCfn1+l9aSlpQEAPD09KzRfhk7g/zwXoteVNYYRHhFAm+GAo3uV8kNF5SndcLz+GJwOf9oUqBlL1OpyoFZdfDUO+PSRFnj2nnBMXXsSu2OT8evuOMzbE4f+zfzxfNcItAn1gCRJ1s4qERERkd2z2wDtyJEj6NatGxQKBfr27YtVq1ahZcuW8Pf3R0xMDBITE9GzZ0+EhYVVaT16vR7jx49Hly5d0KxZM4tpcnNzi5TeabVaAMDPqi/Qu+CcYWRED6DxQ2wIpAYxUCtdk0ANFjzfETvOJeHHHeexOzYZa48nYO3xBLQMccdzXcLxQPMAKOV35/dDREREVBvs9k7r448/BgDs378fK1euBAAMGTIE69atQ3x8PEaNGoUTJ05g0qRJVVrPmDFjcOLECSxZsqTENNOnT4ebm5tpCAkJAQC0l50F5GqgzQig6RAGZ7XEGKjxGbXiJElCjwY+WPhCJ6wf3w1D2wVDpZDh6OVUjFtyBN3/byu+23YeqVmWS6SJiIiIqGrs9hk0Pz8/9OrVyxQ4yWQyTJo0yRSQ6fV6tGnTBk2aNMGiRYsqtY6xY8di5cqV2LFjByIiIkpMZ6kELSQkBEkf1YNXt+cBFz+7fnasulT2GbSyWHpGLdWlHo7XG40r/r1NHV7bitp+bispIxcL913C7/suIinDsB87KuVoEeyGzlHeVerwms+gERERUVXxGbQ6Ii0tDZGRkabPSqUSGRkZps8ymQw9e/bE4sWLK7xsIQReffVVLF++HNu2bSs1OAMAtVoNtbr4Tayy8yuAi3uF10/Vy1LVR/eMWHQ78iay1L6IC3oIF4IHId053NpZtQpvFzXG9amPUT0jserodfyyKw6nrmuxPy4F++NS0NDPFV3qeSPKx5nPqRERERFVkd0GaL6+vrh163a/Tv7+/jh37lyRNDk5OcjKqniT4mPGjMGiRYuwcuVKuLq6IiEhAQDg5uYGR0fH8i9IXvmSB6p+RQO1hWhwcRGccm+i6YWf0fTCz0h0b4ULwYNw0b8/8pUu1s5urVMr5Hi0bTAeaROEfRdS8NGq/3A6IR1nbhgGP40aXaK80TLEnc+pEREREVWS3QZoTZo0KdJ5dJcuXbBixQrs3bsX99xzD06dOoU//vgDjRo1qvCyv/vuOwBAz549i4yfO3cuRowYUZVskw0wBGqv4L/IFxCUuB2RV1YgIHEXfFKPwCf1CNqe/AyX/XvjQtBg3PDqcNc1KiJJEu6J8sIz94QjKSMXe88n49DFW7ihzcXfh69iw38JaBHijmaBbgjzcoKMpWpERERE5Wa3AdqAAQPw+uuv4/r16wgICMC7776L5cuXo2vXrvD09MStW7eg1+sxYcKECi/bTh/bozvo5Spc9r8Pl/3vg0NOIiKurUbklRVwy7yAiGtrEHFtDTIdAnChsApkplOItbNc67xd1BjvsRuZrjJsSXbH+pseSNIBe88nY+/5ZLgr8tHBIx2dPNLR2CULsjtjNXk5u6bgc1tERER0l7DbRkLy8vKQkpICDw8PqFQqAMCePXswdepUXLhwAWFhYXj11VcxYMCAWs+b6UHGrd9C42KoEslGQspWU42EVIgQ8Eo7gcgrKxB2fR1U+emmSTc82uJC8GBc9u+LfEXJHTxXla00rGHsqDrq0p+mcQUCOJLmgn23XBGd5oKsgtsNrLgp8tHePR0dPdLR1DULcgnoGFGJAE0IICcVyEwGspKAzCSz12RAlwkU5AEFuUB+rtl7HVCgM7wvyCucVjgu3zheB8iVhurHciUgV90x3DFOccd4pSOgdgMcNIBaY7llVgabRERE1creGgmx2wDNljFAqxybCNDMyAtyEHxjKyKvroB/0l5IMBxKeXJHXPLvi4sBDyDJvUW1P69mywGauXw9cDzdGftvueJgqisyzII1V3k+2rlnYHhjoIuvDkpJD+RogZxbhlddBpCbYXjVZRiCnazk28GYvmqdy9cOCVA5FwZrboBDYeDWoB/g4g+4BgCu/oCLryHAIyIiokqxtwDNbqs4RkZG4v7778e3335r7ayQnSqQO+Bi4P24GHg/HLMTEHFtFSKvrIQm6yKirq5E1NWVEJCgdY5AkntzJLs1R7J7M6S6NoCQ2f8NuUIGtHbLRGtNBkYHncfVtFxcTdMhPTMLHiIVgdpkOB9IRqKUDD/pFuSoYN9zKlfA2Qtw8gacvQtfvQCVS2Hplvp2aViR96rCEjJV8ffHlwH6vNulbgV5ZiVvdw55RT/n64C8LCAnDchNB0TB7QAT127n+9y/d2yIZMi/qz/gHgZ4RgCekYBH4atbsO32kVgb3RIALHUkIqK7it0GaElJSXYRQVPdkO3oj5NRL+Jk5AvwTj2CyCsr4Z+8Fy7Z1+CWeQFumRcQddXQYXqBTIUUTePCgM0QuGU4BQN1sTENoYcyLwPKfC1UeelQ5adDlac1DPlaqPO0UOWlQSYKbs9TQqyRL2S4CQ/kKt3h5OwML1cnKBxcDAFXwweKB2NKh+rfHkf36lmO0AO6LCA3rbBkMA3I1RreO7oD6QmGISPBUBqYmWgYEo4XX5ZMCXiEGYI188DNMxJwDzUElkRERGQ37DZAa9GiBc6ePWvtbNDdRpKQ5NEaSR6tAQAOuUnwTPsP3qnH4JV2Al6px6HKT4dP6lH4pB4FLhpmy1G6I8W9GZLdmiPJvTlS3JohV+VhcRXGqoVVUa5qknk5QPo1QHsdSL8OaK8WvjeMG5R0GQ65iZCL8lU31ClcoFNqoFNokKt0g06pQY7SDefyfLArIwgbtUFIzlMDuQAyANVNPVq6ZaK9ezo8te3hlKMAkgFAD+BmFbbesmqtOirJALWLYdAEFZ1mXhqk1wPZKYXf73XgVjxwKw5IuWAYbsUbSueSYw2DpfW4Bd8O2LzqA94NAO/6gFsIILu7WhglIiKyB3YboL377rt45JFHsHXrVvTq1cva2aG7VI7aG9d8e+Cabw/DCCHgmnURXqnHTQGbh/Y0HPJSEZi4C4GJu0zz5ssckKd0gU7hgjyFK/KUrmbvXZCncIHuzvEKF+iULiiQO0KRnwVlfiYUBXe85mcCOSpDNbw7n/Uyvs9MBLJvlbBVBs6FrwIozIsGOqUr8hSuyFVqoCsMwoxBmSihmp4PgCHeOgwScTib6YgDt1xxMNUFN3UqHEw1PL8mu3gKEd7OaBLohiYBGrg52kkVUZnMUCLo7A34Ny8+XV8AaK+ZBWzG4K3wNS8LSL1kGC5sKzqvwgHwqmcI1swDN696hsCRiIiIbJLdBmi3bt1C37590bdvXwwePBjt27eHn58fJAvVyJ599lkr5JAqqqTGKKpTjTdEIklIdw5HunM44oMGAgBkBTq4p5+Fd9oxeKWegGfacbhlxkOhz4EiNweOuUnVn4/T5UwnUxY2buEGOLgDjrff/5ciFQZkLhBS1Z+RkklAI5dsNHLJxjPBN3ExW42Dqa44kOqCS9kOOJ+YifOJmVh19BrqOWejg3s62runI9Ahr8rrBlD+Jv9rk0wOuIcYhsgeRacJAWTcvB28JccCyeeApFgg5TyQnwPcOGEY7qQJKh64eTcANIF1s6otERGRHbHbVhxlMhkkSSrWZ5l5gCaEgCRJKCgouHP2GsVWHG2XrbQUqcjPhFp3C8r8DKjy0qHMzyh8r739Pj+98PkvY5r0wvEZkBfkQC9TokCmQoFMjQKZCnqZyvBZroa3m6uhhEWuMrwq1LcHudrw3JeDm6HZ+BJu2Gtzn03IUZqCtbOZRbswCHbIRXv3dHTwSEeEY26l44tyN/lfVbXR4EVBPpB60RC0JZ0tHArfZ5US8CudAe96hUFbg8ISuAaAV5RhX7gTGwkhIiIbwFYc64i5c2vpxoGoBuQrnJGvcC47YUmEQNTlv0qc7F1bwUg18XfIw0D/FAz0T8GtPDmiC4O1/7TOuJKjxpUENZYneMNHlYeOHlp08dRWKVir8+QKQ1DlFWVo1t9cVopZ4HaucDhrqD6ZlwlcP2oYipAMDZJ431HilptuCObv2i+aiIio+tlVgKbVauHg4ACVSoXhw4dbOztE1mPHN8weygLc55OK+3xSkZEvw+E0FxxIdcVRrTMSdUqsvuGF1Te8EKjORRdPQ7AWUF3VIKuDtUudnDwBpw5ASIei4wvyDI2SmErczt1+n5NmKJFLvQjEbio6n8IBcPEz9Ofm7Gt4dfEFnHwMgSIRERFViF1dPT08PDB58mR8+OGHpnEHDhzAvn378Nprr1kxZ0RUE1wUenTz0qKblxa5eglH05yx55YG0akuuJarxp/XffDndR9EOWWji6cWnT218FDWbpXmOkOuLCwZqw9gwO3xQhg6CL8zcEs+B9y6aHjWzRi8FSEBTl6FgZtP0SBO7WrXfyIQERFVhV0FaEKIYs+crVu3Dh999BEDNCI7p5YJdPDIQAePDGQXyHAw1QW7UzQ4pnXG+SxHnM9yxO9XfNHUNQtdPbXo4J4OZ0UFO8e+G0kS4OJjGMK7FJ22/wdD8JZxE8i8aXjNuGF4n59reN7N0jNvCoc7Stz8DIOzNyCzq8sSERFRhfFKSER2x1GuR3cvLbp7aZGWJ8e+W67YlaLB2UwnnEh3xol0Z/x8yQ+t3TLR1VOLNm4Z1s5y3SRXGVp+1AQWHS+EoWPuIoFb4fuslMJSt8LuAcxJssJSN7/bJW4ufoYqlg5utbddREREVsQAjYjsmpuyAP18U9HPNxU3c5XYnaLBrhQNruSoTf2sOcoK8ECKDoNCctHZVwcF+3euGkm63T2Dd/2i0wryDKVud5a4ZdwwlLplJhoG8+4Bdn8DuPgbluXT8HYrk+wagIiI7BADNCK6a/iq8zAkIBmD/ZNxKVuN3Ska7L6lQZJOiWUXHbHsoiO81HrcH5SDB0Ny0cE7DzLe+1cvuRLQBBgGc6ZStxuGIb0wcEu/AeSmARkJhiF+Z9H5VC6GQM23MeDTCPBtAvg2MvT1xsCNiIjqIAZoRHTXkSQgzCkXYU6JeDwoEWczHXEuzwdrrzggOVeGBRecsOCCE/wcCjAgOBcDQ3LQyjOf9/s1qUipW4Oi05o9Ytaq5BnD+8Qzhg66dRnAtRjDYE6tMZS2+TQyC94aA64BDNyIiMim2VVH1TKZDPXq1UO9evVM42JjY3H+/Hn069fP4jySJGHNmjW1lUUA7KiaaqdD7KhLf5Y4rTo6Zba3fbZjhCfy9MCemyqsvqLG+qtqpOfdrusY7FSAB0Ny8GBwLpq614FgrTY6d66tLgNKos83VJdMLyxdSy8cMm8CooQGYBQOhiDN1d9QbVITYPisdq2dPLPTbSKiaseOqm1cbGwsYmNji41fv369xfSSzd9lEVFtUcqAHv469PDX4ZPW6dh5Q4VVlx2w8ZoKV7Lk+P6MM74/44xIl3w8GGIoWauvYbP9ViNTGAItV/+i4/X5hufY0q/fDtrSEwwtSubnGDrlvhVXdB6Vi+F5NtfCgE0TaFiuXFV720NERAQ7C9Di4uLKTkREVA5qOdAnUIc+gTpk5wNbE9RYdVmNLdfVuJChwMxTCsw85YxGbvl4MNjwzFq4C4M1myBT3A60zBXkFz7XZh64XQeykg1VJY19vZlIhqb/iwRtgYCzl6HFSSIiohpgVwFaWFiYtbNARHbIUQE8EJyLB4JzkZEnYdN1Q8najgQVTqcpcDrNBV/854Im7nno6adDd38d2nrlQcl7eNsiV1juFiA/19AwifYakH4N0F43BG66jNutSiYcu51epjSUrmkCDAGbq1k1SdbKICKiKrKrAI2IqKa5KAUGh+ZicGgu0nQSNlxVY9VlB+xJVOJkqmGYc8YZLgo97vHNQ3c/HXr65yLEmZ1i2yyFGnAPNQzmctMLg7brZoFbAqDPA9IuGwZzKufCgM3f8KopfNZN4VB720JERHUeAzQiokpyUwkMjcjB0IgcJOVI2HFDjR03VNiRoEKKToaN19TYeE0NwBURLvno4a9Ddz8dOvno4MSzr+1Tuxa2BNnw9jihL2yY5LpZ8HbdME6XCSSfMwzmHD2LNkbi2wTwqgco+HwbEREVx1sEoruQvbXAWB2q4zt5OMITD4flQC+A/1IV2J6gwo4bKhxKViIuQ4G4WAXmxTpBJRNo720oXevhn4uGmoJqrxm3aP+lKi/jyY6hZSeqJdXx+1RH66WQZICLr2EIaHl7fIHO0Gdb+rXCZ9sKS9xytUB2imG48R8Qu8mQXqY063i74e1A0KueoUSPiIjuWnbVzH5dwWb2iexTSQGANk/CnptKQwlbgqFFSHN+DgXo5qdDR588tPbMQ6RrQZU7yLaZgKaa1Nnt0WUWlrYVlrSJAuDmKUPgZokkAzwiCgO3BrcDN+8GtdcVABFRHcNm9omIqEI0SoH+QTr0D9JBCOBChhw7CkvX9iaqcCNHjr8uOuKvi4Y/bFyVerTyzENrz3y09sxDK888eKj5X1qdpHI2lIp5FfbP2W4kIASQdgW4edLQ4XbSGcNr4lkgNw1IOW8YzqwtuixNUGHQ1gjwaWB47xlleM6NjZMQEdkNBmhERLVIkoAo1wJEuWZjZP1s5BQA0UlK7LyhwuEUJY7dUiI9T4adN9TYeeN2VbcIF2Owlo/WXnlo5JbPViLrKkkC3EMMQ4N+t8cLYWhNMvFM0cAt6WxhK5NXDcOFrUWXp3QylLp5RgCekYBXlOHVM9LQWImMOwoRUV3CAI2IyIoc5EBXvzx09csDAOTpgTNpChxOUeJwigJHUpS4kK4wPMOWocDfhY+WqWUCzT0KS9m88tDSMw+BjnoWpNRlknS74+3IHkWnZd8ylLCZStvOGBojSb0M5GUBN/8zDHeSq28Hbp6RRd9rgg1dDxARkU3hmZmIyIYoZUAzj3w088jHM1GGcak6CUdSlDicrMSRFEPwps2TITpZhehkFVDYaKC7So9Gbvlo7JYPdV4BwpxyEOygg0rG6pF1nqMHENrRMJjL1xma+0+5UHy4dREoyAUSTxuGO0lyQ7VJ9xDALRhwKyzVcwsxdDngFgwoHWtn+4iIyIQBGhGRjXNXCfT016Gnvw4AoBdAXIa8SMB2Ok2BVJ0M+xJV2JeoAuAEAJBBINBBhzCnHIQ55iLMMRfhTjlwVxZYcYuo2ihUhiqNXlHFpxXkA9orZkFbXNH3BblA2iXDUBJnHwuBW+FnTZAhcGSxLRFRtWKARkRUx8hMz7EV4NFww7icAiBWq8DJNAVOpSqwP0HgYrYDMgvkuJKjxpUcNXabLcNNkW8I2AoDt2DHXPir8+AoZ4fadV703OLjJHnRxkqE3tARd3YKkHWrsCuAW4VD4biCXCAz0TBci7G8LpkScNAADm6Ag3vhq9l7R3dArQFkcsvzl6XdyMrNR0RUhzFAIyKyAw7y21UjAUOz9EIAyXkKXMxS42K2Ay5mq3ExS42EXBXS8hU4lq7AsXTnIstxU+QjwEEHf7UO0TkKhLsWINzFMDgrWFXSbkiy28GUR0Tx6UIYnm0zD9juDOJ0mYA+D8hKNgwlrwxQuxQP4tQaw+BQ+Kp2MeSLiOguxwCNiKia2Fp/hpIEeKvy4a3KR1v3TNP4nAIJl3PUtwO3LDWu5aqQnq9AWr4CaRkKnM5wwrY77rl9HAoQ4XI7YLs95MOJVxP7IkmGLgJUzoZn0SwpyDd0C5CTBmSnGl5zjK/G91pD32+56YYh7UppKzX09WYetGmvAi5+hoZTXPxuD0qH6t9mIiIbwUsqEdFdxkEuUN85B/WdcwCkmcZn5suQkKtCQq4SCbkq5CtcEJehwMUMOVJ0MiTmyJGYI8eBpOLLdFbo4aES8FTr4aHSw1NteO+p0sNDbfjsodLDS2347K4SkPPRpbpNrgCcvAxDSYTeUNJWJHAzDlpDh925WiA3A4C4/dnYj/flfZaX6+AGOPsCLr6G5+RcfAs/+xQfz4ZOiKiOYYBGREQADEFWlCIHUc45AICOEberNKbpJMRnyM0GBeIy5LiYIcctnQyZ+TJk5gNXssr3rJEEATeVgKdKD1elgINcQCUXUMsAtVwYBuN7mUBSugxKSUAp0xe+CiglAZVMQCXTQykTUMv0UEmGz+rC8arCdDbTjoWl58PsmSQrLBVzNTQuUhJ9AaDLMARnxsDNFMClGwI6Y/CmL7gd5CWfKzsPCjWgcr1dOqd2AVQut19VLkDrpwFnb8DRk10PEJHV8SxERERlclMJtPTMR0vP/GLTtHkSbuXKkJxreE3RyXArVyp8lSE5V4ZbutvTUnUyCEhI1UlI1ZX3mSPnspOUQIIhSHM+big9dCwMAB3kgJNCwF2lh7vKUAJoeG8o7XNX337vxhK/miWT3342za2UdMZn44xVJnWFr7kZt8eZj9fnA/m5hiHLQtGv0b5vC99IhoZNnLwNAZuTV+Grt6FEztkbcPI0tF7pWPiqdmVLlkRUrRigVcG3336Lzz//HAkJCWjZsiVmzZqFDh06WDtbRES1SqMU0CgLEOZSvvT5eiDNFNTJoM2ToNNL0BUAuXoJuQUScou8l3ApNRd5QkKe3pA2T8jM3kvQ6WXI1RtedXoJuXoZ9DDcNAtI0AkJOl3lt1GCgEYp4KHWw63w1aMwePN2MAw+akMVTm8Hw6u6kg0XUinMn41z9S89rRBAfk7RwM0YvOkygNxMw6su3fA8XfYtAOJ2QyjlKZ0DAJmiMGAzC9pMQZxH8c/mDaSwtI6ILOCZoZKWLl2KN954A99//z06duyIb775Bv369cOZM2fg6+tr7ewREdkshQzwUgt4qQtQD+Xrj60yDbDkC5gCNp1ehkaB7sjOl5BTICG7QEJOAZCVbyjFu6WTIU0n4ZbOUNqXWlj6l6aTkJ5vKPFLy5OQllf+VgY1Sj28CwM2b7UeXg5FP3ur9XBXG0rtNEoBJRswrF6SZHj+TOloeBatLMbn5XQZhhI50/v02+91xvFZQF6moYROn3+7O4KKUjrf7qbAvHGUIq9uZmlcDcGp0vl2oKpyBuTKiq+biGyWJIRgu8mV0LFjR7Rv3x6zZ88GAOj1eoSEhODVV1/Fe++9V+q8Wq0Wbm5uSNv6LTQuhoeXba31NyKijhGe1s6CSXWcIyu7PXl6mKpj3sqVITVPQmquIahLyZWQmCtDco4MSbkyJOUYSgXzRcWrvLkoDFUp3VSGUjr3wqqVbkrDq/Gze+FnjVIPBzngoDA8w6eUWNOu1hXoCoO1LEPglpd1O3i781WuNnRPkKMF8rOrNx9yleXAzTgonQzP2ikdAYWD4bk8paPhVeFgNpQyXuFgWI9Mzh2NbI7p3jotDRqNxtrZqTKWoFWCTqfDoUOH8P7775vGyWQy9OnTB3v37rVizoiIqLopZYCPg4CPQwFQjhI/IQxVOJPuCNpMn83ep+kkaAtL5TLyZcjIB66Ws6GVO8kg4KgwPFvnUPicnaPcELw5yGH27F1hQCcDFBIglwzP1ylkgEwSUEiGztAVkjC8ygC5WTrje0kCjLfpxveShfeGSqa37+kls+FOlu77ayIUqL74QgXArG6vBEBdONyp/n23kxXooMjPgFyXDkVeBhQ6LRR56VDkpUNe+KrQZUCRZxhvSpeXAVlBFuR5WZDnZ0EmCp8JLdAB2brCapo1Ty9TQsiUhldJAb3c8FlIheNkCtOrkKmglykM7yU5IMkgJAWE+atMXjjN8GoYZIXzyArHywzvIYOQCvcg0zipMJ3xM8zSFhZNF84jIJneG+Yz/SqFy7wzDQrXZ57O7FW6XZW6WBrpznksE2Xt5VXaYau6s9eNYDwjM8vaWahWDNAqISkpCQUFBfDz8ysy3s/PD6dPny6WPjc3F7m5uabPaWmGZq21mbf/QcvMyqmh3BIRVY42o5r/5a+C6jhH1ub2yAD4ygBfRwBltPJeIAwNrWjzjAGbZHjVyZCWLyFNJ4NWZ6hemZ5n+JyWJyE9T4bcgts3d3oA6blAeoVza+nmk6rd5u1lJDBGdt7lXqQS+XBEDpyQC0cpF07IhbOUAwfkwhm5cCgc54RcOEk5cEAeVMiDWsq7/R46qKV8qKCD2uyz8b0D8iCX7qxspSscSmYehPNxTKpp2lzDPmovFQMZoNWC6dOnY8qUKcXGhzz4lhVyQ0RERERkf9LT0+HmVlpTsHUDA7RK8Pb2hlwux40bN4qMv3HjBvz9i7cq9f777+ONN94wfdbr9UhJSYGXlxckO6vHrdVqERISgsuXL9tFHWCyXdzXqLZwX6PawP2Maos97mtCCKSnpyMwMNDaWakWDNAqQaVSoW3btti8eTMGDx4MwBB0bd68GWPHji2WXq1WQ60uWiHd3d29FnJqPRqNxm4OerJt3NeotnBfo9rA/Yxqi73ta/ZQcmbEAK2S3njjDQwfPhzt2rVDhw4d8M033yAzMxMjR460dtaIiIiIiKiOYoBWScOGDUNiYiImTpyIhIQEtGrVCuvXry/WcAgREREREVF5MUCrgrFjx1qs0ng3U6vVmDRpUrEqnUTVjfsa1Rbua1QbuJ9RbeG+ZvvYUTUREREREZGNkFk7A0RERERERGTAAI2IiIiIiMhGMEAjIiIiIiKyEQzQiIiIiIiIbAQDNCIiIiIiIhvBAI2IiIiIiMhGMEAjIiIiIiKyEQzQiIiIiIiIbAQDNCIiIiIiIhvBAI2IiIiIiMhGMEAjIiIiIiKyEQzQiIiIiIiIbAQDNCIiIiIiIhvBAI2IiIiIiMhGMEAjIiIiIiKyEQzQiIiIiIiIbAQDNCIiumtt27YNkiRh8uTJ1s4KwsPDER4eXmTcvHnzIEkS5s2bZ5U8ERFR7WOARkREdZ4kSejZs6e1s0FERFRlDNCIiIiIiIhsBAM0IiIiIiIiG8EAjYiIatWOHTswePBg+Pn5Qa1WIyQkBA8//DB27doFAPjggw8gSRL++OMPi/P/+uuvkCQJ06dPNz1DBgDbt2+HJEmmwfy5rezsbLz33nsICQmBg4MDmjVrhp9++qlS+U9PT8eUKVPQokULODk5wc3NDa1bt8aHH36IvLy8Imnj4uLwwgsvIDQ0FGq1GgEBARgxYgQuXrxYqXUbxcTE4NFHHzUt18fHB+3bt8fUqVOrtFwiIrI+hbUzQEREd48ZM2bg9ddfh6OjI4YMGYLQ0FBcvXoVu3btwl9//YWuXbvixRdfxPTp0/Hzzz9j6NChxZbx008/QaFQYOTIkcjJycGkSZMwZcoUhIWFYcSIEaZ0rVq1AgDo9Xo89NBD2LRpE5o3b44nn3wSycnJeP3119GrV68K5f/mzZvo0aMHTp8+jVatWmH06NHQ6/U4ffo0PvvsM7z55ptwd3cHAOzfvx/9+vVDZmYmHnzwQdSvXx/x8fFYuHAh1q1bh7179yIyMrLC3+GRI0fQuXNnyOVyDBo0CGFhYUhNTcXJkyfx448/4n//+1+Fl0lERDZEEBER1YIjR44ImUwmAgMDRVxcXJFper1eXL161fT5/vvvF5IkFUt34sQJAUAMHjy4yHgAokePHhbXO3fuXAFA9O/fX+Tn55vGHzt2TKhUKgFATJo0qVzb8MgjjwgAYsKECcWmJSQkiLy8PCGEEDqdToSHhwtXV1cRExNTJN3OnTuFXC4XDz74YJHxYWFhIiwszGLe586daxr3xhtvCABixYoVxfKQlJRUru0gIiLbxSqORERUK3744Qfo9Xp88sknxZqTlyQJgYGBps+jRo2CEAK//PJLkXQ///wzAODFF18s93p/++03AMDUqVMhl8tN45s3b45nnnmm3MtJSEjA33//jaioKIvN8vv5+UGhMFRMWb16NeLj4/H222+jdevWRdJ17doVgwYNwtq1a6HVasu9/js5OjoWG+fl5VXp5RERkW1gFUciIqoVBw4cAAD07du3zLQDBgxAUFAQ5s6di8mTJ0Mul0On0+H3339HSEgI+vfvX+71Hj16FM7OzmjTpk2xad26dSsWBJYkOjoaQgj06tULSqWy1LT79u0DAJw5c8ZiMJeQkAC9Xo+zZ8+iXbt25Vq/0dChQ/HNN99gyJAhGDZsGO677z50794dQUFBFVoOERHZJgZoRERUK9LS0iBJEgICAspMK5fL8cILL2DKlClYt24dHnzwQSxfvhzJyckYO3YsZLLyVwBJS0tDSEiIxWl+fn4VWg6AcgVCKSkpAICFCxeWmi4zM7Pc6zfq2LEjtm3bhmnTpmHRokWYO3cuAKB9+/b47LPPKvxcHRER2RZWcSQiolrh7u4OIQSuX79ervQvvPAC5HK5qbXFn3/+GTKZDM8991yF1uvm5obExESL027cuFHu5Rgb/7h69WqZaTUaDQBg1apVEEKUOPTo0aPc6zfXrVs3rFu3Drdu3cLWrVvxxhtv4P/Zu/PwqMr7/ePvM0tmsickIQRISFgF2WWnqKgVrVql1r1V+VbrWq1WW/FXEeqCVm3dqlVb14rWiuKGYquyiSCCCwrKGsISlqyTddbz++NMAiFhTzLJ5H5d17nOOmc+kwxk7nme85xVq1ZxxhlnsHHjxiM6p4iItA0KaCIi0ipGjRoFwIcffnhIx3fv3p0zzjiDuXPnsmTJEj766CMmTZpETk5Oo2NtNhvBYLDJ8wwZMoSqqipWrlzZaN+iRYsOuf4RI0Zgs9n45JNPGg2nv6/Ro0cD8Nlnnx3y+Y9EbGwsJ554Ig899BC33347NTU1/Pe//23R5xQRkZalgCYiIq3i6quvxm6388c//rHRfcBM02T79u2NHnPVVVcRCAQ477zzME1zv4ODdOrUia1btza5r24gkP/3//5fgxC3atUqXnrppUOuPzMzk3PPPZcNGzYwY8aMRvt37dpFIBAA4OyzzyYnJ4e//OUvLFy4sNGxfr+//r5vh+uzzz6jtra20fa61kC3231E5xURkbZB16CJiEirGDRoEA8//DA33HADxx57LOeccw49evRgx44dLFy4kDPOOIOHH364wWNOO+00evTowebNm+nSpQtnnXVWk+c+6aSTeO211zjnnHMYNmwYdrudn/70pwwePJjLLruMWbNm8cEHHzBs2DBOP/10SkpKeOWVVzj11FN59913D/k1PPHEE3z77bfcc889zJ07l5NOOgnTNFm7di0ffvghO3fuJCUlBZfLxeuvv87pp5/OCSecwEknncSgQYMwDIPNmzezaNEi0tLS+P777w/753j//ffzySefcPzxx5OXl4fb7WblypV89NFH9OzZk8mTJx/2OUVEpO1QQBMRkVZz/fXXM3DgQB566CHef/99Kisr6dy5M6NHj27yptQ2m41f/vKX3H333Vx++eX1w9jv65FHHgHg448/5p133iEUCtG9e3cGDx6MzWbjrbfeYsaMGbz88ss88sgj9OrVi7/+9a/06dPnsAJaeno6S5cu5cEHH+Q///kPjz/+OG63m7y8PG677Tbi4+Prjx05ciRff/01DzzwAHPnzuXTTz/F5XLRrVs3zjnnHC666KLD/OlZrrnmGpKTk1m2bBkLFizANE1ycnK4/fbbuemmm+qvfxMRkfbJME3TjHQRIiIi+3PmmWcyd+5c1q5dS+/evSNdjoiISIvSNWgiItJmrV69mrlz5/LjH/9Y4UxERDoEdXEUEZE2Z9asWfzwww+8+OKLANx5550RrkhERKR1KKCJiEib8/TTT7No0SJ69OjBP//5T8aNGxfpkkRERFqFrkETERERERFpI3QNmoiIiIiISBuhgCYiIiIiItJGKKCJiIiIiIi0ERokJAJCoRDbt28nMTERwzAiXY6IiIiISLtlmiYVFRV07doVm639tz8poEXA9u3byc7OjnQZIiIiIiJRY8uWLXTv3j3SZRw1BbQISExMBKw3UVJSUoSrERERERFpvzweD9nZ2fWfsds7BbQIqOvWmJSUpIAmIiIiItIMouXSofbfSVNERERERCRKKKCJiIiIiIi0EQpoIiIiIiIibYQC2hEIBoPccccd5OXlERsbS69evbjrrrswTTPSpYmIiIiISDumQUKOwP3338+TTz7JCy+8wLHHHssXX3zBlClTSE5O5oYbboh0eSIiIiJylILBIH6/P9JldGgOhwO73R41g38cKgW0I7BkyRLOPvtszjjjDAByc3N55ZVX+PzzzyNcmYiIiIgcDdM02bFjB2VlZZEuRQC73U7nzp1JTk7uMEFNAe0IjBs3jqeffpq1a9fSt29fvv76axYvXsxf/vKXSJcmIiIiIkehLpx17tyZuLi4DhMK2hrTNAkEAng8HgoLC6mpqSErKyvSZbUKBbQjcNttt+HxeDjmmGOw2+0Eg0HuueceLrnkkiaP93q9eL3e+nWPx9NapYqIiIjIIQoGg/XhLC0tLdLlCJCYmIjL5aKoqIjOnTtjt9sjXVKL0yAhR+C1117j5ZdfZtasWaxcuZIXXniBBx98kBdeeKHJ42fOnElycnL9lJ2d3coVi4iIiMjB1F1zFhcXF+FKZG/x8fGYptlhrgk0TA09eNiys7O57bbbuO666+q33X333fzrX//i+++/b3R8Uy1o2dnZlJeXk5SU1Co1i4iIiMiB1dbWsmnTJvLy8nC73ZEuR8IO9nvxeDwkJydHzWdrdXE8AtXV1dhsDRsf7XY7oVCoyeNdLhcul6s1ShMRERERkXZMAe0InHXWWdxzzz3k5ORw7LHH8uWXX/KXv/yF//u//4t0aSIiIiIi0o7pGrQj8Nhjj/Hzn/+ca6+9lv79+3PLLbdw1VVXcdddd0W6NBERERGRwzJ9+vQGo1Xm5uZy+eWXR66gDk4B7QgkJiby8MMPs3nzZmpqatiwYQN33303MTExkS5NRERERKTNqa2tZebMmQwYMIC4uDi6devGeeedx3fffRfp0tocdXEUERERETmIWcsKIl0CABePzol0CUfkkksu4e233+bKK69k+PDhbN++nb/97W+MHTuWVatW0aNHj0iX2GYooImIiIiISIvZtm0bb7zxBrfccgsPPPBA/fYJEyZw0kkn8cYbb3DTTTdFsMK2RV0cRUREREQ6iMWLFzNy5Ejcbje9evXiqaeeOuhjnn/+eQzDYPHixdxwww1kZGSQkpLCVVddhc/no6ysjEsvvZTU1FRSU1P5/e9/z9538qqoqAAgMzOzwXmzsrIAiI2NbcZX2P6pBU1EREREpANYtWoVp556KhkZGUyfPp1AIMCdd97ZKDjtz29+8xu6dOnCjBkzWLp0KU8//TQpKSksWbKEnJwc7r33XubOncsDDzzAwIEDufTSSwHo1asX3bt356GHHqJfv34MGzaM7du38/vf/568vDwuvPDClnzZ7Y4CmoiIiIhIBzBt2jRM02TRokXk5FjXsp177rkMGjTokB6fmZnJ3LlzMQyDa6+9lvXr1/PAAw9w1VVX8eSTTwLw61//mtzcXJ599tn6gOZ0Opk9ezYXX3wxP/3pT+vPd9xxx7FkyRJSUlKa94W2cx2ui2N+fj7PPPMML730EpWVlZEuR0RERESkxQWDQebNm8c555xTH84A+vfvz6RJkw7pHL/61a8aDMc/evRoTNPkV7/6Vf02u93OiBEj2LhxY4PHpqamMnToUG677TbmzJnDgw8+SH5+Pueddx61tbVH+eqiS9QGtHvvvZe8vDxKS0vrt82fP5+BAwdy9dVXc/nllzN8+HBKSkoiWKWIiIiISMvbvXs3NTU19OnTp9G+fv36HdI59g52AMnJyQBkZ2c32r73Z/Dy8nImTJjA2LFjmTlzJmeffTa/+93vmD17NosXL+a555473JcT1aI2oM2ZM4fc3FxSU1Prt/3hD38gFAoxY8YMrrnmGtavX8/DDz8cuSJFRERERNoJu91+yNv3HiRk9uzZ7Ny5s0H3RoATTjiBpKQkPv300+YttJ2L2oCWn5/PgAED6te3b9/O8uXLue666/jjH//I448/zsknn8ybb74ZwSpFRERERFpeRkYGsbGxrFu3rtG+H374oUWfe+fOnYDVzXJvpmkSDAYJBAIt+vztTdQGNI/H0+CCw4ULF2IYBmeddVb9tuHDh1NQ0DZuOigiIiIi0lLsdjuTJk1izpw5DT7/rlmzhnnz5rXoc/ft2xeAV199tcH2t99+m6qqKoYNG9aiz9/eRO0ojpmZmWzevLl+/b///S8ul4vRo0fXb6utrW1woaOIiIiISLSaMWMGH3zwARMmTODaa68lEAjw2GOPceyxx/LNN9+02POeddZZHHvssfzpT39i8+bNjBkzhvXr1/P444+TlZXVYJARieKANnLkSN566y3effdd3G43//73v5k4cSIul6v+mE2bNtG1a9cIVikiIiIi0joGDx7MvHnzuPnmm5k2bRrdu3dnxowZFBYWtmhAi4mJYdGiRdx111289957vPLKKyQmJnLOOedw7733kp6e3mLP3R4Z5t5X8EWRlStXMn78eHw+HwCGYbBgwQLGjx8PgNfrJTMzk8mTJ7f6yDEej4fk5GTKy8tJSkpq1ecWERERkabV1tayadMm8vLycLvdkS5Hwg72e4m2z9ZR24I2fPhwli5dyksvvQTA+eefz6hRo+r3f/nll0ycOJGLL744UiWKiIiIiIg0ELUBDWDIkCEMGTKkyX1jxozRCI4iIiIiItKmRO0ojiIiIiIiIu1N1LSgvfjii0f82EsvvbQZKxERERERETkyURPQLr/88sMeMt80TQzDUEATEREREZE2IWoCWmuPxCgiIiIiItLcoiagXXbZZZEuQURERERE5KhokBAREREREZE2QgFNRERERESkjYiaLo49e/Y8oscZhsGGDRuauRoREREREZHDFzUBLRQKHfYojmCN5CgiIiIiItIWRE1Ay8/Pj3QJIiIiIiLtzvTp05kxY4YaLtoIXYMmIiIiIiLSRkRNC9qBVFZWsnbtWqqqqpgwYUKkyxERERGR9uaLNnLP3RFTIl2BtLCobkHLz8/n7LPPJjU1lZEjRzJx4sT6fZ9++ikDBgxg/vz5kStQRERERERkL1Eb0AoKChgzZgxz587l7LPPZuzYsQ361Y4ePZqioiJeeeWVCFYpIiIiItJ6Fi9ezMiRI3G73fTq1Yunnnqqwf78/HwMw+D5559v9FjDMJg+fXr9+vTp0zEMg/Xr13P55ZeTkpJCcnIyU6ZMobq6utFjr7/+eubMmcPAgQNxuVwce+yxfPDBBy3xMtu1qO3ieOedd1JaWsqCBQsYN24cM2bM4LPPPqvf73A4mDBhAp9++mkEqxQRERERaR2rVq3i1FNPJSMjg+nTpxMIBLjzzjvJzMw8qvOef/755OXlMXPmTFauXMk//vEPOnfuzP3339/guMWLF/PGG29w7bXXkpiYyKOPPsq5555LQUEBaWlpR1VDNInagDZv3jwmT57MuHHj9ntMjx49+Pjjj1uxKhERERGRyJg2bRqmabJo0SJycnIAOPfccxk0aNBRnXfYsGH885//rF8vLi7mn//8Z6OAtmbNGlavXk2vXr0AmDhxIkOGDOGVV17h+uuvP6oaoknUdnEsKSkhNzf3gMeYponX622dgkREREREIiQYDDJv3jzOOeec+nAG0L9/fyZNmnRU57766qsbrE+YMIHi4mI8Hk+D7aecckp9OAMYPHgwSUlJbNy48aieP9pEbUDLzMxk3bp1Bzxm1apVDd6gIiIiIiLRaPfu3dTU1NCnT59G+/r163dU597383RqaioApaWlBzyu7th9j+voojag/fjHP+bdd9/lm2++aXL/okWL+Pjjj/nJT37SypWJiIiIiLRNhmE0uT0YDO73MXa7vcnt+974+lCP6+iiNqD98Y9/JDY2luOPP5577rmH9evXA/D+++9zxx13cNppp5Gens6tt94a4UpFRERERFpWRkYGsbGxTfYw++GHH+qX61q/ysrKGhyzefPmFq1P9ojagJabm8u8efNITU3ljjvuYNasWZimyZlnnsk999xDRkYGc+fOJSsr64jOv23bNn7xi1+QlpZGbGwsgwYN4osvvmjmVyEiIiIicvTsdjuTJk1izpw5FBQU1G9fs2YN8+bNq19PSkoiPT2dhQsXNnj8E0880Wq1dnRRO4ojWPc6W7duHe+88w7Lli2jpKSEpKQkRo8ezdlnn01MTMwRnbe0tJTx48czceJE3n//fTIyMli3bl39Nw4iIiIiIm3NjBkz+OCDD5gwYQLXXnstgUCAxx57jGOPPbbBZUFXXHEF9913H1dccQUjRoxg4cKFrF27NoKVdyxRHdDAut/Z5MmTmTx5crOd8/777yc7O5vnnnuuflteXl6znV9EREREpLkNHjyYefPmcfPNNzNt2jS6d+/OjBkzKCwsbBDQpk2bxu7du3n99dd57bXXOP3003n//ffp3LlzBKvvOAwzSq/KCwaDVFVVkZCQgM3WuCdn3f74+Pj9XrC4PwMGDGDSpEls3bqVBQsW0K1bN6699lquvPLKQ3q8x+MhOTmZ8vJykpKSDuu5RURERKRl1NbWsmnTJvLy8nC73ZEuR8IO9nuJts/WUXsN2owZM+jcuTPFxcVN7i8pKSEzM5N77rnnsM+9ceNGnnzySfr06cO8efO45ppruOGGG3jhhReaPN7r9eLxeBpMIiIiIiIi+4ragPbuu+9y8sknk5GR0eT+jIwMTjnlFN56663DPncoFGL48OHce++9DBs2jF//+tdceeWV/P3vf2/y+JkzZ5KcnFw/ZWdnH/ZzioiIiIhI9IvagLZx40aOOeaYAx7Tr18/Nm3adNjnzsrKYsCAAQ229e/fv8GIOHubOnUq5eXl9dOWLVsO+zlFRERERCT6Re0gIX6/v8lrz/ZmGAa1tbWHfe7x48c3uF8EwNq1a+nRo0eTx7tcLlwu12E/j4iIiIiIdCxR24LWu3dvPv744wMe8/HHHx/R6Is33XQTS5cu5d5772X9+vXMmjWLp59+muuuu+5IyxUREREREYnegPazn/2Mr776imnTphEMBhvsCwaD3HHHHXz11Vecd955h33ukSNH8uabb/LKK68wcOBA7rrrLh5++GEuueSS5ipfREREREQ6oKgdZr+yspKRI0eydu1aevXqxcSJE+nWrRvbtm3jk08+YcOGDfTv35+lS5eSkJDQqrVF21CgIiIiItGgbjj33NxcYmNjI12OhNXU1JCfn99hhtmP2mvQEhISWLhwIddccw1vvvkm69evr99ns9n4+c9/zhNPPNHq4UxERERE2iaHw/poHAgEIlyJ7M3v9wMc9r2L26uoDWhgDaX/+uuvs3PnTr744gvKy8tJSUlhxIgRuhO6iIiIiDRgt9ux2+14PB4SExMjXY4ApmlSXl6Oy+XC6XRGupxWEdUBrU5mZiZnnHFGpMsQERERkTbMMAw6d+5MYWEhLpeL+Ph4DMOIdFkdkmma+P1+ysvLqayspFu3bpEuqdV0iIAmIiIiInIokpOTqampoaioiN27d0e6nA7P5XLRrVu3qLi27FApoImIiIiIhBmGQVZWFp07d66/9kkiw263d5hujXtTQBMRERER2Ufd9WgirS1q74MmIiIiIiLS3iigiYiIiIiItBFRE9BuvvlmPvzww/r1goICPB5PBCsSERERERE5PFET0B5++GGWLl1av56Xl8cjjzwSwYpEREREREQOT9QEtISEBKqrq+vXTdPENM0IViQiIiIiInJ4omYUxz59+vDGG28wefJksrKyACgrK6OgoOCgj83JyWnp8kRERERERA7KMKOkmemVV17hF7/4Rf26aZqHdOd3wzAIBAItWVojHo+H5ORkysvLO9RN90REREREmlu0fbaOmha0iy66iLy8PN577z22bdvG888/z+DBgxk6dGikSxMRERERETkkUdOCti+bzcb06dOZNm1apEtpJNpSvoiIiIhIpETbZ+uoaUHb1yeffEJubm6kyxARERERETlkURvQTjjhhAbrVVVVeDwekpKSiI+Pj1BVIiIiIiIi+xc1w+w3xefzcc8999CnTx+SkpLo3r07SUlJ9OnTh3vvvRefzxfpEkVEREREROpF7TVoNTU1nHzyySxbtgy73U7Pnj3Jyspix44dbNiwgWAwyOjRo/noo4+IjY1t1dqirZ+siIiIiEikRNtn66htQbv//vtZunQp559/Phs2bOD777/nk08+Yc2aNWzcuJELLriApUuX8uc//znSpYqIiIiIiABR3ILWv39/4uPj+eKLL/Z7zMiRI6msrGTNmjWtWFn0pXwRERERkUiJts/WUduClp+fz6mnnnrAY0455RTy8/NbpyAREREREZGDiNqAFhcXx+7duw94zO7du4mLi2ulikRERERERA4sagPamDFjePXVV/nuu++a3L969Wr+/e9/M3bs2FauTEREREREpGlRex+022+/nQ8//JCRI0fyq1/9ihNOOIHMzEx27tzJ/Pnzee655/D7/UydOjXSpYqIiIiIiABRPEgIwH/+8x+uvPJKPB4PhmHUbzdNk+TkZJ555hl+/vOft3pd0XYho4iIiIhIpETbZ+uoDmgAFRUVvPXWW3z55Zd4PB6SkpIYNmwYZ599NomJiRGpKdreRCIiIiIikRJtn62jPqC1RdH2JhIRERERiZRo+2wdtYOEiIiIiIiItDcKaCIiIiIiIm2EApqIiIiIiEgboYAmIiIiIiLSRiigiYiIiIiItBEKaCIiIiIiIm2EApqIiIiIiEgb4Yh0AS1tx44drFixgrKyMoLBYJPHXHrppUd8/vvuu4+pU6dy44038vDDDx/xeURERERERKI2oNXW1nLllVfy6quvEgqFmjzGNE0MwzjigLZ8+XKeeuopBg8efDSlioiIiIiIAFEc0G677TZefvll+vbty0UXXUT37t1xOJrv5VZWVnLJJZfwzDPPcPfddzfbeUVEREREpOOK2oD22muvMWDAAFasWIHL5Wr281933XWcccYZnHLKKQpoIiIiIiLSLKI2oJWVlXHxxRe3SDh79dVXWblyJcuXLz+k471eL16vt37d4/E0e00iIiIiItL+Re0ojv369WPnzp3Nft4tW7Zw44038vLLL+N2uw/pMTNnziQ5Obl+ys7Obva6RERERESk/TNM0zQjXURLmDVrFldffTUrV66kd+/ezXbeOXPmMHnyZOx2e/22YDCIYRjYbDa8Xm+DfdB0C1p2djbl5eUkJSU1W20iIiIiIh2Nx+MhOTk5aj5bR20Xx+7duzNp0iRGjRrFb3/7W4YPH77fX9jxxx9/yOc9+eSTWbVqVYNtU6ZM4ZhjjuEPf/hDo3AG4HK5WqSrpYiIiIiIRJeoDWgnnngihmFgmibTp0/HMIz9Hru/+6M1JTExkYEDBzbYFh8fT1paWqPtIiIiIiIihyNqA9q0adMOGMpERERERETamqi9Bq0ti7Z+siIiIiIikRJtn62jdhRHERERERGR9iZquzjWqaqqYs6cOXz11Vd4PB6SkpIYOnQo55xzDvHx8ZEuT0REREREpF5UB7TZs2fz61//mrKyMvbuyWkYBikpKTzzzDP87Gc/i2CFIiIiIiIie0RtQFuyZAkXXnghdrudK664gokTJ5KVlcWOHTv45JNPeOGFF7jwwgtZsGABY8eOjXS5IiIiIiIi0TtIyJlnnsn8+fP59NNPGTJkSKP933zzDePGjWPixIm88847rVpbtF3IKCIiIiISKdH22TpqBwn57LPPuOCCC5oMZwCDBw/m/PPPZ8mSJa1cmYiIiIiISNOiNqBVV1eTmZl5wGMyMzOprq5upYpEREREREQOLGoDWm5uLv/9738PeMxHH31Ebm5u6xQkIiIiIiJyEFEb0M4//3xWrFjBZZddxvbt2xvsKyws5PLLL2fFihVccMEFEapQRERERESkoagdJKS6upqJEyeyfPlyYmJi6N27N5mZmezcuZP169fj8/kYNWoUn3zyCbGxsa1aW7RdyCgiIiIiEinR9tk6aofZj4uLY+HChdx///28+OKLrF69mtWrVwPQs2dPLrvsMn7/+9/jcrkiXKmIiIi0aV88F+kKWteIKZGuQKRDi9oWtH1VVFTg8XhISkoiMTExorVEW8oXERGJagpoIm1atH22jtoWtH0lJiZGPJiJiIiIiIgcSNQOEiIiIiIiItLeRE0LWs+ePTEMg//973/k5eXRs2fPQ3qcYRhs2LChhasTERERERE5uKgJaKFQCMMw9ru+Px3kEjwREREREWkHoiag5efnH3BdRERERESkrdM1aCIiIiIiIm1E1Aa0k046iRdffPGAx/zrX//ipJNOaqWKREREREREDixqA9r8+fMP2s1x8+bNLFiwoHUKEhEREREROYioDWiHoqqqCqfTGekyREREREREgCgaJASgoKCgwXpZWVmjbQDBYJAtW7Ywe/ZscnNzW6k6ERERERGRA4uqgJabm1s/tL5hGDzyyCM88sgj+z3eNE0eeOCB1ipPRERERETkgKIqoF166aUYhoFpmrz44osMGTKEoUOHNjrObrfTqVMnTjrpJE477bTWL1RERERERKQJURXQnn/++frlBQsWMGXKFG644YbIFSQiIiIiInIYoiqg7W3Tpk2RLkFEImTWssbXnrami0fnRPT5O7pI/v71uxcRkaMVtaM4rl69mkcffZTdu3c3uX/Xrl08+uijrFmzppUrExERERERaVrUBrT77ruP+++/n7S0tCb3p6Wl8cADD/DnP/+5lSsTERERERFpWtR2cVy0aBEnn3wyNlvTGdRut3PyySezcOHCVq5MREREopJpghkCMwihunlwzzYzBA43OGPBFrUfwUTkKEXt/w47duwgOzv7gMd069aNwsLCVqpIRERE2iTTBK8HqoqgavdeU3h9y+fgqwRvJQS9e8KXGWocwA6VPcYKas648Hzv5b3ne+2PSYSYeAjfUkhEolPUBrT4+Hh27dp1wGN27dqF2+1upYpERESk1fmqoHQzlG225p6t+wSx8HLQ13I1GHYwbFawqnueoM+aassP71wON8RnND3FxDV/7SLS6qI2oA0fPpw5c+bwwAMPkJKS0mh/aWkpb775JsOHD2/94kRERKR5BHxQvgVK8/eEsLKCPcvVRYd+rphEiE/fK/SkW1PxRnAlgCsR7C6w2a3QZbPtCV+2uhBm37NsswNGwxYvMwT+mr2m6r3m1fts23d/DQRqrddbvqVx/c74PfUndG74Whz6QlqkvYjagHbdddcxefJkJk6cyCOPPMLxxx9fv2/BggXceOONlJaWcv3110ewSolWGuZdRKQZ1XqgZAMUb4Di9VYYq2sV82wHzAM/3p0CqT0gpQek5OzT8pS+Z+6MbfrxXzzXfK/FsFndFGPiD/+xQR9UF0Pl7sZdMb3l4K+Csirr57IvVxIkZkFKNiRnWz8Hd4q6S4q0QVEb0M4++2xuuukm/vrXvzJx4kRcLhddunRhx44deL1eTNPk1ltv5Zxzzol0qSIiIhLwWcGreJ0VworX7wlklTsP/Fhn3J7wVRfE9p67k1vlJbQ4e4wVshKzGu8LeBt22azatWfZV2ldY+f1QNEPex4TkxAOa9mQnGPNo+VnJdKORW1AA3jooYeYOHEiTzzxBMuXL2fr1q2kpKRw0kkncd1113H66adHukQREZGOwzTBsw2K1jUMYMXrrVafAw2yEd8Z0npDWi/olBcOX7nWPD5dLUEOFyR3t6Z9+autVjfPNqtrZNkWqNhuBbfda6ypjisJ1s6DrsP2TAkZrfc6RCS6AxrAmWeeyZlnntms55w5cyZvvPEG33//PbGxsYwbN47777+ffv36NevziIiItEtBv9UatvsHq8Vm91prXrTOCgX7E5NgBbC0PuEwFg5kab3UsnM0nHFWS2Jqjz3bgn6re2j5FigvCIe2HVYr29r3ralOUnfoOhSyR0POGMgaCo6Y1n4VLac5u7AejhFTIvO80uZFfUBrCQsWLOC6665j5MiRBAIBbr/9dk499VRWr15NfPwR9CkXERFpj3xVVugqWtswjJVshJC/6cfYHJCaB+l9wuGr954pIVMtYa3F7mwc2gJeK7QldYXtX1pT0Vpr5EvPVvj+Xes4hxu6Doec0ZAzFrqPhLhOkXkdIlGoQwS0YDBIUVERXq+3yf05OYc3oMIHH3zQYP3555+nc+fOrFixosFgJCIiIlHBV22Fr11rYOd3sPt7K4iVH2BAJGecFcLS+0FG3/C8nxXOoqn1JZo4XFb30b1bdrwVUPgNbPsCCpbBlqXWQCUFS6yJv1rHZRxjta5lj7GCW2qewrbIEYrqgLZixQpuv/12Fi5ciM/X9P1NDMMgEAgc1fOUl1v3MOnUSd8eSdugUSRF5IgE/db1YLtWW2Fs1xpruWQT+x0pMS5tnxAWnid1s4ahl/bNlQi5461pPNZ1hMXroWCpNW1Zaq3v/t6aVjxvPS4hc0+XyJwx0GWw1WonIgcVtQHtq6++YsKECTgcDk499VTeeecdhgwZQpcuXVi5ciW7d+/mxBNPpEePHgc/2QGEQiF++9vfMn78eAYOHNjkMV6vt0HrncfjOarnFBEROSqhkDUoR10AqwtjRWv33zUxLg06DwhP/a0Wk/S+EJ/WurVLZBlGuGW0Dwz/pbWtcjdsCbeuFSyF7V9ZI2+ueduawGpR7T4Seozb0y1SN9YWaVLUBrS77roLgGXLltG/f39sNhuTJ09m2rRp1NTU8Lvf/Y7XX3+dZ5999qie57rrruPbb79l8eLF+z1m5syZzJgx46ieR0RE5IgE/VbLRuHXVle1wq9h57f7H6wjJtEKYJ377wljnQdoJD/Zv4QM6H+mNYF1Q+1tK8OBLRzcasth0wJrAutaxK7DrLDWY5zVyhabGrnXINKGRG1AW7x4MT/96U/p379//TbTtLpnxMbG8vjjj7NkyRJuv/12Zs2adUTPcf311/Puu++ycOFCundvYljbsKlTp3LzzTfXr3s8HrKzs4/oOUVEpO3pVfAfa8Ee4a7uQV94ZL6t1uTZChWFEAo2PtbmsLqhJWZBYhdI7ApJWY1vXlyy0ZpEDpUzdk+3SLBabHevgc1LoOAz2PyZNcz/1uXWtORRwLDeh516Qaee1hSbEslXIRIxURvQysvL6dmzZ/260+mksnLPt4U2m40TTzyRV1555bDPbZomv/nNb3jzzTeZP38+eXl5Bzze5XLhcrkO+3lERET2y1cdvq9VOIiVb4XKXTR5rZjDbd2QOLmbNWR6cneIzwCbvdXLlg7IZoPMY61p1JXWdWxlm63AVhfaitdbXyZUFMLmcK+kuLRwWOtlTbrfnXQQURvQOnfuTGlpaf16ly5dWLduXYNjamtrqa6uPuxzX3fddcyaNYu33nqLxMREduzYAUBycjKxsbFHV7hIBxYMmdT4g/gDIfzBEL5giEDQxB8M4a+f71kOhEL4AnuW/QHrg+mKzaUYBhhYAwEZBtgMI7wOBta2fZdthoHDZuCw2XDYw8t2W3hubbfb9OFAIiAUtFocSjdb9xcrzYfqoqaPdSVZA3TU3bQ4uTvEdtIHW2k7DMO6yXhqLgy92NpWuQs+vmdPi61nmzVaZHWx1coG1nu7LrCl9bJa3AwNRCPRJ2oD2oABA/jhhx/q18ePH8+cOXP47LPPGDt2LGvWrOG1117jmGOOOexzP/nkkwCceOKJDbY/99xzXH755UdTtki7FgyZVHoD/LCjAk+tn4paPxW1ATy1ATw11vKebfus1/ip8jXRDauNMaA+rDntBvZwiHOG5zEOG/N/2EVcjJ3YGAdxMfbw5Ahvs9dvi3Xutd/lID7GTrzLgdOuDxwdXm15OIhthrJ86ybCTQ3eEZe2J4wldbdayHRDZ2mPEjpbN8PuOtRa99dY/wZKNliBrWyzdRPtwq+sCayulKk9rbDWqafVSqxWYYkCURvQzjjjDG666SYKCwvJysriD3/4A2+++SY/+tGP6NSpE6WlpYRCIW6//fbDPnfdtWwiHUXINKnyWkGrosZvBa5wAPPUWCGrvDZAtTeACdz/wfdH/ZwGYLcZeybDmtvC6w6bgc0wGh0DYGJimlZHL9M0CZmE18PbTTO8b+9t1usMhEwCwZA1Dy+H9vonb0K4BS9IzX4Gu1u/az+DLxyiGIeNBJeDeJed+BgH8S5rSthrPcHlIM5lt44Lb0t079mX4HKQ4HYQ57RjU6tf2xb0W90Ty/L3tJDVljU+zhkLKT2sVoeUHpCSAzHxrVurSGtxxu4ZrAasfydlBeHAtsG69YO/BnZ9Z00A9hjr30ddK1tqD2ubSDsTtQHt6quv5vzzzyc11RoRaMiQIXz00Ufcc889bNy4keOOO47f/OY3nHHGGRGuVCTy/MEQxZU+iiq9FFd6Katp3MoVOsTvJWwGuJ123E47sU47LqcNt6Nu3YbLuddyeLvbaQsfa8flsLoR2tpQd6yQaRIImgRCofC8cYgLhKyulr5AiCHZKdT4glT7glT7A3uWfYHwPBjeFt7nD1LtDeILhgDwBUKUBHyUVDVP/fExdhLC4S3R1TjENVgPb6s/bq/luBg7Rhv6vbRb3gooDrcKlOZbXbnMfVuPDWvAjpRc60Nmaq51zZi6c0lHZXdaLWVpvaz1UND6t1OyYc+/J3+1dauIorXWMYbd+iKjU09I623NHRoTQNq+qA1oTqeTzMzMBtvGjRvHe++9F6GKRCIrEApRWuWnuNJLUaWXoqq6QOajfH9NQXsxgAS3gyS3k8S6eaw1T3I7SHQ7SYp1Ehdjb1PhqjnYDIMYh0EMh/bh+Ehv1O0LhKj2Baj0BqjyBqnyBajyWlOlN2gt128Lho8LUOULUlnrr99Wtz0QTtVVvmC4+6j3wAUchM2gUbirW050O0hwWe+Nuqlu3Xrf7FnvcEGvumSvD5EboGp342NiEvZck1PXOqYPkiL7ZwuHr5Qc6DkRzBBU7NzTwla8EbzlULrJmjZ8ZH3BkZxthTUFNmnDojag9ezZk9NPP52//e1vkS5FpNWYpklFbYCdntr6EGYFMh9l1b4DtoK5nTbSE1ykJ7hIiXOS5HaSHLsnjMW7HBogo4XFOGzEOGJIiTv6LjmmaeINhOrDWkVtXdALNAhxlbV7wl+lN0CFN0Blrb8+JFaEl0MmhEzCLaqBo6rNZhAOdXsCXd37Lalucjvq15NjrfdjUqy1LcHl2H/A++I5ehWUHFV9R8U0oWrXnjBWvKGJ7oqGNbR9p57QKc8KZRrEQ+ToGDar1TkpC3J/ZP1brC5u+OVIdbF1LVvZ5v0EtjxrxFORCIvagFZUVERSUlKkyxBpMSHTpKjCS2F5LYXlNRSW17K9vJYq7/4/PMfYbaQlxJCW4CI9IYb0eGueluDqeK0aUc4wjPqupukJR/cNsWlao2tW1ge6vebh8Fc3rwt0FbXWMXXdZK1t/vqg5wkPHnMkbAbhEGeFt5Q4J6lxMXSKjyGlLA5PRYhER7DRFGNrgeuHzRBxtTtJrC4gqWozrNva+AbQdR8C60aeS82DmLjmr0VE9jAMa1j++HTIHm1tqy6BkvXWkP7FCmzSdkVtQBs8eDBr166NdBkizcIXCLHDEw5iZbVsL69hp6cWf7DxB04DrJawxD0hLC3Rmie6D9DyILIfhmGER6F00DnxyM9TF/TqWuHqwpynxgpynho/5TV+PLV+ymuskT2tZWswGk+NH1940Jayaj9l1U11zU0IT425bHsFN3uQREeAREeQFGeQFGeAFGeAZGeAFEeQZGcAe1P/VMwQ8bWFJFVtJrEqn8TqLThC+3QdtTmt68bqAllKD3WjEmkL4jpB3CjoPspaP5zAltHPGjHSHrUfnaUNidp32R/+8AfOPfdcPvnkEyZOnBjpckQOWY0vyNbSaraX17K9zGoZK670NnXrWZx2g6zkWLKS3XRNjiUrxU1mklvDtEubtHfQyzyCDg513TYbBjkrqJVU+Sit9lGS/y0bS/1UBBx4AnYqA3YqAnaCGHhDNrw+G0U+58FrxSTREaSTw8dw+yZG2tYwyPyB3sENuM3aBscGbDFUxuXgicshp/cg6wOdPsSJtH2HG9hsTkjrCen9rMCWmKWBe6RFRO1fkNLSUk499VROPfVUzjnnHEaOHElmZmaTrQeXXnppBCoUsbop7q7wsqWkmoLwtKui6YEcEl0OslLcDQJZp4SYqBuQIxrMWlYQ0ec/0kFK2rq9u212TtpPt6MvPmPZpobXoJkm1IRsVITD2t6TJ2Cn3O+g1O+gzO+gImCQFdjGGNsaxhirGWV+T1KwBvYaZNFjxrEsdAxLQwNYGurPJqM7qaEQaT4/aV8HSIvxkx5jzdNiAqQ5/bjtrXN7ltF5nVrleUSiUlOBrXj9npEhvR7Y/YM1rcEa3Ce9rxXW0vtBbEokq5coYphRelMvm82GYRiN7lm2d0AzTRPDMAgGW/fmuB6Ph+TkZMrLy3WdXJTa3wf0Wn+QLaVWEKsLZbX+UKPjOsXH0C0llq7JbrJSrECW6D74t/4iEL0B7ZB88VyjgHZA4WvIkqrySareTGLV5kZdFr2Gm42OXnxn68tK+vNNoAclwRjK/A6qg4d2U9wEe3BPYIvxk+a0QlyGy0/nGD8pzgDNMQaPApo0ixFTIvO8XzwXmec9FKYJlTuscFa01gpuQV/DY+I77wlrab3BeZDr1yL1c45C0fbZOmpb0J57rg3/I5cOwTRNiip99S1jW0qq2empbdRV0Wk36JYSR06nOHqkxZHdKY4EV9T+0xSJLDNEfE0hidWbSaouILGqAEdo3y6LLiricvDE5+KJ70G1uwsYNrKBbOBsttUfWxs0KPY7KfY5KPY5KQrPi/3huc9BbchOZdBOZY2dzTVNl+U0QnQOh7XOLj+ZLl+D9Vh74y9yRKQVGeHRVxOzoOeJEApYN5YvCreolRVYI7hW7YL8RVbXx5QeVgtb5/7W7QDUHVIOUVR9CvR4PLjdbmJiYrjssssiXY50MMGQyertHpZtKub1FVvZXFxNjb9x62xqnJOcTnHhKZ4uyW4NXy/SQoxQgISabSRWF5BYtZnEmi3YQw0HFwnaYvCEA1lFfC5V4UB2KNx2k252H93cvib3myZUB231Ia7I1zDM7fY5KfI58Zs2ttW62Fbb9GAiSY5Ag/CW4fKTGeMny+0jtZla30TkMNgce26c3e8n4Ztkr98T2KqL9tyDbd08cMZD52Mgo781j2l6MCMRiLKAlpqayvTp07njjjvqt33++ecsXbqUG264IYKVSTQKBEN8Fw5kSzeWsHxTCRX7DHHvsBl0S43dK5DFqauiSEsKeEmq3Gi1kFUVkFCzFZvZ8IuSgM1NRXwOnrgeVMTlUBXbchf6GwbEO0LEO7zkxDZ9fWnAhCKfk13euimGXT4nO71OdnudVAQdeALWtL46ttHjY4wQXdw+slw+hlfayUsIkpsQJC8xQLrL1O3VRFqDMw6yBlsTWAOMFK0NX7P2PfirYNsKa8KwWtQqd0GfH0PWULCpdU32iKqAZppmo2vO3n//ff70pz8poMlRCwRDfLvdw9KNxSzbWMzy/FIq9wlkiS4Ho/I6EeOwkZsWT1aKG4f+0xVpObXlULAUNn8Km5fAthX0Nxt2B/Tb4/HE51AR1wNPfA9qXJ3b1E2hHQZ0cfnp4mrqtgFWC1xdeNvpi9mz7LWWfaaNgho3BTVulpU1fGyCIxQOa8E9wS0hQF5ikJSYqLwEXaRtiEuDnLHWFApCaT7sWg271kDFdmtkyPn3WlN8BvT+MfQ5BXqdBLGpka5eIiyqAppIc/IHQ6zaVh4OZCV8kV9Cla/hN/FJbiuQjemZxpieafTPSsJuMyI+ip9IVAqFrO5DWz6Hrcth6xfWN9P7XNnpdSZZYSyuBxXxOdTGpLWpQHa44uwhcuO85MY1boELmFDkdVLojaGwNgbTlcimSjubKhxsq7ZRGbDxbZmNb8sat9ynxoTomRigZ2KQnglBeiYG6JUYJCchSIy+VxJpPjb7nu6Q/c+CmjLYvQZ8VbBxPlTthq9nWZNhh+xRVsta7x9Dl0Ht+v8vOTIKaBKVjiQghUyTwvJaNu6uZMPuSvKLqvEFG34TH+u0k5seT8/0ePLSrevH6oa5/2ZrOd9sLW+W+kWORrR8QRDjKyet/BvSS78mvewb0spXEROobHRcRVwOOzuNYHen43DX7MTnTO4wH2gcBnRx++ni9jMsuYrReXtetzcIW6rsbKy0k19hZ1Olg/xKO5sq7eyosVPqs7GiOIYVxQ3PaTdMcuKDDYJbz0RrfrAuk4c1gmYL0CiWkXW0//f0Kji690+7+f3HplgtayOmQMAHW5bCug9h3X+tL50KPrOmj/5kDUrSdxL0PQ3yToCYuEhXL61AAU06rLpRFjeEA9nG3VWNBvWIddrJC4exnhnxZCa5dd8xkRZghAIkV24gvezr8PQNSVX5jY4L2GMpTh5IUcpgilKGUJwyiFpXev3+XgX/acWq2zaXHXonBemd1HiwouoAbKp0sLHCHp4cbKy0lqsCNjZVOthU6eCjfR6X5AyRlxCkV1IgHN6s4JabEMR9aHccEJG9OWIg73hrOvVuazTIdf+1pk0LoKIQVjxvTQ63FdL6TrKm5O6Rrl5aiAKadChl1T427K6qbyXz1Da8hszlsIXDWAK9FMikGUUqOGzIOS8iz3sghhkksWozqZ7vSfV8T6fy70grX4Uz2HgMek9cD4pSh1CUPJii1CGUJ/TGtOlP19GKc8CxKQGOTWn4f6Bpws5aGxsr7Gyo2CvAVTrYWmXD47fxdamNr0sbdpk0MOkWFyLNEUfX8IAlXd3W1MkZ6CgNmiJHLyUHRv7Kmvy1sHkx/PABrP0AyrdYI0KumwfvYXV/7Hsa9D0dug7TQCNRJOr+yv3rX/9i6dKl9evr168H4Cc/+UmTxxuGwXvvvdcqtUnrq/QG2FRUxYZdViArrmo4FLbDZpCTFkevjAR6ZSTQLSVWQ96LNCNb0EtKxTpSK8JhzLOGlIp1OJoIY357PEUpgygOt44VpQzGF5PS+kV3YIYBXWJDdIkNMa5zw0FLaoOQXxlubQsHtw3hlrcKv42t1Xa2ksDXnobndNlCDQJbV7eXLJePLm4/cbq/m8j+Od3Q+xRr+skD1iAjaz+wAtvW5bBjlTUtfMAaaKTPJOh3GvScCC4N49+eRV1AW79+fX0o29sHH3zQ5PGGvtaLKhW1fj7fVMJ732xnY1EVheUNb0BrAN1TY+mVkUDPjAR6pMXhtOsbJ5Hm4PSXk+r5gU6eNfWtY0lVmxoNcw/WUPdlSX0pTTyGkuT+FKUMwZPQE9NQP7m2ym2HY5KDHJPc8PdpmlDkNdhY4eCjTbVs98awvdZFYW0MO71OvCEb+TVu8mvcjc6Z5AjQxeUjy23d3y3L5aOLwptIY4YBmcda04TfQVWR1Q1y7fuw/mNroJGv/mVN9hjI/ZHVstb3VEjNjXT1cpiiKqBt2rQp0iVIK6vxBVmxuZQlG4pYsqGYVdvKCYYajujWJclNrwyr22Jeejxupz4AihwNe7CGpMp8kis3kFS1keSK9aRW/EBCzfYmj691plCadAylSf3D82OoiO+hMBYlDAMy3CYZbj9UNhwoKRCCnT5rhMnt4aluxMnywJ77u62tanzeZEfACm0KbyKNxafD0IusKeCDgiXhrpDvW0P6b/jYmt6/FdL7WUGtz6nW4CR23Y+1rYuqgNajR49IlyAtzBcI8dWWMj7bUMySDUV8WVDWaKTFvPR4MhJc9AyHsgRXVL3NRVqNw19JctVGK4hVbiS50lqOr9mOQdP30KqM7WaFsMR+lCb1pyTpGGrcmR1mVEVpyGGDbm4f3dy+RvuqgzZ2eJ3sqI1hhzc81TrZ4bXCW93UVHhLtAfIcPnJiPHTea95msdO93gNWCIdjCMGep5oTafNtG6QvfYDWDvPuk9k0Q/WtOQxcCVBr4lWWOv9Y0jMjHT10gR9cpU2LRgy+XZbOUvCgeyL/NJGIy1mJbsZ1yudcb3SGNsrja4psVEzzLhIizNNXL4Skqo2hQPYRpIqN5BcuZE47679PszrTKY8oRflCT3xxPcMt4z1xe9MbsXipT2Ls4foGeelZxP3d2sqvBXWWjfnLg84qAg6qKh2sLE6tsHj7gtf4ZDuCtI9PkR2fJDuccHw3FrvGhfEpQAXlTr6bR72fPaJBcdkGDAZZ59ysoo+o+vuRXTdvRi3twRWv2VNQHHysWzPmMD2jOMpTj4WjCO/7OPi0TnN8CoEFNCkjfEHQ3y33cPnm4r5fFMJyzaVULHPSItp8TGM6ZXGuF5pjO+VTo+0OF1LKHIg4RCWWL2FxKrNJFYXWFPVZhKqtzR5b7E61a7OeBLyrDAW3xNPQk/KE3rijel0wFYxDXcvR+Ng4W2318kun7PRvMQfQ2XARpHXTpHXzlclTXflSnOFyIwN0sUdIjM2RJfYIF1iGy4nOw98z7eo9sVzR/Swo72PmTQ/vzOZgqzTKMg6DcwQaeXf0nX3IvK2vkVCbSFp5d+RVv4dg9b/Hb89jrKE3pQl9qE8oRdBe+PrRg/IfggBdcSUI3shHYwCmkRUrT/I11vK+HxTCZ/nl7BicynVvoYtZIkuB6N7WoFsXO80+nZOxKaRFkUaMk0cwWrcvmLcvlLcXmveZ8t/DhrCTAyqYrtarWEJPSmPD7eMJeThdya14osQObg4e4gecV56NBHeRuV2otxvsLXKzpYqO1urbda8ys6WamteEzQo9too9tpYfYDncdtNMt3BcGizgltmbIgMd4i0mBCdXCHSXCYprhAxGmtK2gPDRnHKYIpTBlPt6ozTX0Fy5QZSK9eRXLkBZ7CajPJvyCj/BhODirjs8JdzeVTFdj2q1jU5PApo0qoqvQFWbi61AtmmEr7a0vgasuRYJyNzOzE6rxOj8jpxbNckHBppUQQjFCTGX4bbX4rLV4bLV4rbV4rLby07Qo0/sNYxMah2d6EiPoeKuB7huTVVxnUnZHe14isRaRmGASkxJikxAQamBhrtN00o9RnsqLGzs8bGjhqbtVxbt2xjZ42dUp+N2qDB5ioHm5u4Bm5fic4Qaa4QnWJMOrlC9VOaK0Qnl0mnmD3bkpwmCU4Tu75nlAjzOxMpSh1KUepQjFCQxJoCUirWkVK5nlhvEUnVBSRVF5DNJwRsbjzxuZQn9KQ8Pu+gvSjk6CigSYsqq/axPL+0vsvit9s9jUZZzEh0MSpvTyBTC5l0WOFWMJevFHc4dO0dwmL8nv0OzgFgAj5nMrUxneqn/G5nKYSJhBkGVmByBRiQsv/jaoOwKxzedtTawmHOzo4aG0W1Nkp8Nkq8Nkq9BiEMKvw2Kvw28g+jlnhHiASHSaLTmhKcVnhLdJrh7SESwutJTpMER4h4h4nbbuK2E55bk8sO+rMpR8O02fHE5+GJz6OAU3H5SkkOX4+cVJWPI1RLp4rv6VTxPRC+Djm+J+UJ1mMCjvgIv4LoooAmzcYfDPHDjgq+3FLGVwVlfLmllI27G3/12D01dq9AlkauriGTDsQe9FqtYL4yXP5SYnzle1rE/GXYQ41Hu9tb0HDijUnFG5NCrTO1ftnrTKU2JhXT1vC/9W2ZE1vy5YhEJbcdchJC5CQceDj/kAnlPqvLZInXRonPsObhLpT7bivx2vCGrL93VQEbVQHYWXvApzhkLpvZILTVhTjXXutOm4nTBg7DmtsNE4cNnAY4bPtuC8/32mY3wIaJzbDCrg1rm2FY29aXJWAYJgZgq5tjHWtgrVvL1H/ZtGc9vC18Xuq2hc9jnTN8nvAxDZYbPJ+51/HWcXbDeh11NciBeWNS2dVpBLs6jQAzRHxNYXhU340k1GzB5S+nc9mXdC77EoAqdxeoGQAZfaFTT+tebHLEFNDkiJimSWF5LV9tKePLglK+2lLGqm3l1Pob/zHrlRHPqLw0Rud1YmReJ7qlxDZxRpHoYA/WEl+znYTqrcTXbCe+ZhsJ1dvoVP4tLn8ZzmDNAR9vAj5HkhW6YlIbhLDamFQC9nh9upD9ivQodpEW6dd/2iGM4ucNQmXAoNJvo8Jv4PEbVAasVrhKv0FF3RSw9tdtqwxY+2uD4A0a1AYN/Oae/wu8IQNvyKDc35Kv8GBSIvnkh8yOic0wsRtWcLMZJnasAGdrsG1PsLNCrTXfd9lhM3EaJh9XuHCFg3CMrW5uheNYh4nbZhLrsEJzrB3cuyuJjbHjdtiJjbHjctja5hfWho2quG5UxXVje8YEbCEfiVUFJFdtJKlyE/HencTX7oCNO2Djx4QMOxVx2Xji86iIy6YqthshmzVgz4Zgy4yyXV1V0SLnjRQFNDkkVd4A32wt56stZXy1pZQvC8rYVdH4epdEt4Oh2SkMy05haE4KQ7qnkJagblUSPeyBauJrCkmo2UZceB5fW0h8tRXGYn3FBz2H3x6L15mKNyYZr9MKYl5ncnie0qgV7GhoNEWRtsVlB5fdJM0VPPjBBxEIQW3QCm214dBWGzTw7r0eMuqP8YcMAqHw3IRA/XyvbaZ1TCAE/rrl8DxkQggwTYOQCUHT+lIpZELINPB4A4RM65pXs/5Yaz0UPrau7cwMr9dtq7v6oW6bae7p0B0K7wjt9dhQg+cwrDmHFm6CGARNA//+e4wfmf3fmaRp/1vQaJPbbhIbbvWMtZu4HSbxdpN4p0m8wyTOYc3rlhP22lZR5MFtDxFrC+G2h3DbQsTaQ8TYmveFhmwxlCf2pjyxNwCOQCXJlZvqb9fiCnhIrsonuSrfOh4b1bFdqIjNxudMoih1GDXuzs1aU7RRQJNGymv8fF/oYU2hhzWFFXy9tYy1OyvY59Ix7DaDY7okWoEsJ5Wh2Sn0TI/X9WPSrjn9FeGWr6amQtz+0oOew2+PpzKuG5Wx1jeOVbHdSKjMD3dFTNG1YCLSLBw2SLCZJDiBA1yf2loi3YIJe4JfXXCrD5AYBE0ImgYhM7zMXsvhkGetW9tCpkEgvBwILwdMIxxmDfymLRxgbfhNg4zEWHzhsOsNz33hsFwTNPCG59Y61AYat4TWBesj0/R9KB1GiDi7NcXaQ8TZg/Xrdcuxtr2W99qe4AgSbw/hPEDICzgSKE4ZRHHKIDBN3L5ikis3hm/psoWYQAUJNdtJqNlOVskyACpju7E7dSi7U4ZRlDqU8sTemIZuUFhHAa0DC4VMCkqqw0HMw+rCCtYUethW1nQXrKxkN8NyUhiancLQ7FQGdUsmNkb/mKT9sAV9xHp3El+zg7haa7KWC+uXYwIH7ybhcyRSFduVqtgsqmK7URWbZYWx2CyqYrvjcyY16oaoliwRkZZXd02bDcDYO1S0fIA90htV17WE1uzTEloTMKgOGlQHDKr2mqr3Wa70W/Pd1SFqQjZqgzZqQza8IetqvoBpwxOw4Wk8sOkhizFCxIfDWrw9SLzDmic02BYkwR4i3hFHfFxXEpKCJNiCxAfLrPtwVm/BGagkpWItCTXbSKjZRt729wDwORIoThnM7pSh7E4dRnHKYAKOuCMvuJ1TQOsgqrwBvt9RUR/G1hR6+GFHBVW+prtYdEuJpX9WIv2zkji2azLDclLITDrMGxaKtCIjFMDtKyaudidxNYXEhwNYXM2O+uVYb9EhnavWmRoOW12bmLJ0bzAREWk2zdUSum8LZsiE2pCN6qCN6qA9PG+4XNNgfe/te5ZNDHymDZ/fRukRXOPosoVIsB9HgiOIPT6NtFQvg1nPwOAajvGvJs+7GnegkqyiJWQVLbFqx4YnIY+yxH6UJvWjNPEYypL6UutKP+KfT3uigBZFTNNkV4WXjbur2FRUxaaiSjYVVbF+VyWbS6oxm/g3H+Ow0S8zsT6M9c9Kon+XJJLjnK3/AkSaYoZw+UqJ9e4mrnYXsd7dxNbN91p2e4uxceAR1wACNhfV7i5Ux3ah2p1JlTsrvGxNVbFdO/S3diIiEh1sBvVdGeHIms9CJlQHbVQF7VQFbVQF7NZywEZlcM+yNbdTGdyzXBUOd95wa16x3wk1VWwElpML5AKnYydIP2MLx9nWMsK2luNsa+luFJFSuYGUyg3kFs6tr6fUlsrWmF4UxvahKL4PJYnHUJPUAwIRHR2n2SmgtUPlNf49AWx3FRuLrECWX1S13xYxgM6Jrj0hLCuRAVlJ5KXH6ybQ0vpME2egwrq/l68Et7cEt68Yt68Et7c4HLx2E+vdRay3CJt5aH9YQoadGldGOGhlhUNX5l7LXfDGpGoURBERkUNgMyDBESLBcfAvQPcVMqEmaKMiaKcyYE0bU8ZR7QtQ7Q9S4wtS7bPmFb4E5vr6MtsfpMYbJINSBtjyGWAUMMC2mf7GZvKMHaSGSkmt/YJBtV9A+JLwWtPJF7Vdm/mVR5YCWhvkC4TYUV7L9vIaCstr2F5WS35RXatYFcVV+79Pkt1mkJ0aS156PHnpCeRlxNMzPZ5juiRqNEVpMYYZxOmvwOUvJ8bvCd9cuRiXt8QKXb6S8DYrgLl8JdgPMXSBNTJXbUwnatydqXFlUOPOoMbVmWpXxl7bOuONSdVFxiISMZEeJONIr4ESaQk2w7ohe7wjBC6rhSsxO+WgjwuZJl5/iGrfaKp9QZb7AizwBQnUVpJatZ4u1evo5t1Arn8DeaHNxBm1DLblt+yLaWUKaBH0wbeFlAeKrCBWVktheQ3bymopqmw8fP2+MpNc9SGsZ3q8tZwRT3ZqHDEOtYgdqUgN5LAh57yIPG/96zVNbGYAW8iLPejDHqrFEazBEazFEazFHqzZsx6qW7eOsQdrcYQO/p5tStAWg98Rj98eT8ARh98ej98Rj8+ZiN+RiM+RiN+ZiN8Rv9/gFVu7i9jaXVD+3UGfL1I/ZxERETk0NsMgNsa6N1xagz2pQDYwkXLga+BrM2QNPrLjK+CGVq+1pSigRdAt//kGm6vpa11iHDa6JrvJSo4lK8VNblo4hKXHk5seT4JLv7qOxjCD2INe7MFa7CGvNe217qjbHp47A1U4AtU4g+F5oApHsHqvbVXEeouxhXzYQz6MZhjhKmiLIWB3hwNXfDh8xTVY9jviCdjj8TviMG261lFERESOkGGjIr4H1V2iq/VYn/KPwt/+9jceeOABduzYwZAhQ3jssccYNWrUIT9+WHYKOVnp4SDmpmtKLF1TYslKdtMpPqZt3k0+2oRbjoyQH5sZwBGowjBDGGbQmhPEVrfc1Bxrbqvf3vAYmxmo326r37/vcoAeO+ZhC/mxh3zYQv760GTfO3QdRpfAI/5xYN2AMmhzEbDHErC7CdhjCdrde5Ztddvr9lnrQbtb3QtFREREjpIC2hH697//zc0338zf//53Ro8ezcMPP8ykSZP44Ycf6Nz50O6O/tIVo0lKipLhukMhCPkh6IegD0IBax7ce9tey/X79jlm7+0Njm/qPPs+lw+C1vJpFVXYQn4MM4AtFAh33/OH5wFruxnAZu5/UJVWVbnhsA4PGk6CdjdBuyscptyEwq1XQZsrHKis1iqrxSrO6kJY33oVT8AeS2bRZwRtMfWhLGRzagANERERkQhSQDtCf/nLX7jyyiuZMmUKAH//+9957733ePbZZ7ntttsO7SRbV0BCHJghMIPh+V5TaO/1oBVEQkFrMsPzUGCv5WDD48zQXo/xW+ElFNgTcELh9UbLfusxdcvBusfsCUCNQlJbCTphR9PQbWJgGnZMw0YoPDcNOyZ7LYfnofp9ddsbHhMyHOHj7PX7Gy47MG12dqSPCwclJyHDScjmrA9fwfrQ5SJgcxGyu5qtpSqxKr9ZziMiIiIizUMB7Qj4fD5WrFjB1KlT67fZbDZOOeUUPvvss0bHe71evN49gyiUl5cD4PnHT8EVxa0VNqc12Z1gjwnPnWCrW3Y03m5z7HN8+BibM7wvpuHjjH22hY9ZuLGMkOEgZHNg4iBkc+4ViBwE91oP2Rz123O3vhuRFqSNyRMOfEAoPBEEqpvteauqa5vtXO1BdVVFxJ67o/2sRaT1eSprIvr8Hf3/Of38D66l/g7XVFUC1j2Bo4EC2hEoKioiGAySmZnZYHtmZibff/99o+NnzpzJjBkzGm3P/mtli9Uo7c0fI11AB6Gfs4iISOS07N/hiooKkpOTW/Q5WoMCWiuYOnUqN998c/16KBSipKSEtLS0qBsIxOPxkJ2dzZYtW6Ln+jppk/Rek9ai95q0Br3PpLVE43vNNE0qKiro2jU6blitgHYE0tPTsdvt7Ny5s8H2nTt30qVLl0bHu1wuXK6GN4lOSUlpyRIjLikpKWr+0UvbpveatBa916Q16H0mrSXa3mvR0HJWR3c0PgIxMTEcd9xxfPTRR/XbQqEQH330EWPHjo1gZSIiIiIi0p6pBe0I3XzzzVx22WWMGDGCUaNG8fDDD1NVVVU/qqOIiIiIiMjhUkA7QhdccAG7d+9m2rRp7Nixg6FDh/LBBx80Gjiko3G5XNx5552NunSKNDe916S16L0mrUHvM2kteq+1fYYZLeNRioiIiIiItHO6Bk1ERERERKSNUEATERERERFpIxTQRERERERE2ggFNBERERERkTZCAU1ERERERKSNUEATERERERFpIxTQRERERERE2ggFNBERERERkTZCAU1ERERERKSNUEATERERERFpIxTQRERERERE2ggFNBERERERkTZCAU1ERERERKSNUEATERERERFpIxTQRERERERE2ggFNBERERERkTZCAU1ERERERKSNUEATEZFWlZ+fj2EYXH755ZEupU2YP38+hmEwffr0BttPPPFEDMOITFEiIhIxCmgiIiIiIiJthCPSBYiISMfSrVs31qxZQ3JycqRLERERaXMU0EREpFU5nU6OOeaYSJchIiLSJqmLo4iItKqmrkFbsWIF119/PQMHDiQ5OZnY2FgGDRrEfffdh9/vb3SOdevWMWXKFPLy8nC5XHTq1IkhQ4bw29/+FtM064+ru46rtraW2267jZycHNxuN/379+exxx5rcOyh+Prrr7nkkkvo3r07LpeLrKwsTjvtNN55551Gx7711lucfPLJpKam4na7GThwIA8++CDBYPCwnnNvoVCIf/zjH4waNYpOnToRGxtL9+7dOeuss5g/f/4Rn1dERNoOtaCJiEjEPfPMM7zzzjscf/zx/OQnP6G6upr58+czdepUli9fzuzZs+uP3b59O6NGjaKqqoozzjiDCy64gKqqKtatW8cTTzzBgw8+iMPR8M/b+eefz5dffsm5554LwOzZs7nhhhvIz8/noYceOqQaZ8+ezcUXX4xpmpx11ln069ePXbt2sWzZMv75z39y1lln1R87depU7rvvPrp168bPfvYzkpOTWbRoEbfeeivLli3jP//5zxH9nKZOncqf//xnevXqxcUXX0xiYiLbtm1j8eLF/O9//+PEE088ovOKiEjboYAmIiIRd/vtt/O3v/0Nu91ev800Ta644gqeffZZPv30U8aPHw9YQamsrIyHH36YG2+8scF5SkpKGoUzgLVr1/Ltt9/WX/c2Y8YMRo8ezV//+lcuuugiRowYccD6du7cyWWXXYbT6WTRokUMGzaswf6tW7fWL//3v//lvvvuY9KkScyePZv4+Pj613Pttdfy97//ndmzZ9eHxcPxj3/8g65du/LNN98QFxfX6LWLiEj7py6OIiIScTk5OQ3CGYBhGFx33XUA/O9//2v0mNjY2EbbOnXq1OT577jjjgaDkiQnJ/PHP/4R0zR54YUXDlrfCy+8QFVVFb/73e8ahTOA7t271y8//vjjADz99NP14azu9dx3330YhsErr7xy0Ofcn5iYmEY/K9j/axcRkfZFLWgiIhJxPp+Pxx9/nFdffZXvv/+eysrKBteHbd++vX75rLPOYurUqVx33XV89NFHnHbaaZxwwgn07Nlzv+efMGHCfrd9+eWXB63v888/B+DUU0896LFLly4lPj6eZ599tsn9sbGxfP/99wc9T1MuvPBCnnjiCQYOHMiFF17IxIkTGTt2bJNhVURE2icFNBERibif//znvPPOO/Tt25cLLriAzp0743Q6KSsr45FHHsHr9dYfm5uby9KlS5k+fTpz587ltddeA+CYY47hT3/6E+edd16j82dmZu53W3l5+UHrqzumW7duBz22pKSEQCDAjBkz9ntMVVXVQc/TlEceeYS8vDyee+457r77bu6++27cbjfnn38+Dz30EOnp6Ud0XhERaTsU0EREJKKWL1/OO++8w6RJk3jvvfcadN9bunQpjzzySKPHDBw4kNdffx2/38+KFSt4//33efTRR7ngggvo2rVr/fVqdXbu3ElOTk6jbcAh3Y8tJSUFgG3btpGbm3vAY5OSkjAMg6KiooOe93A5HA5uueUWbrnlFrZv386CBQt47rnnePHFF9mxYwfz5s1r9ucUEZHWpWvQREQkojZs2ADAGWec0ejaqkWLFh3wsU6nkzFjxjBjxgweffRRTNPk3XffbXRcU+ep29bUNWX7GjVqFAAffvjhQY8dPXo0xcXFrFu37qDHHo2uXbty0UUX8cEHH9C7d2/+97//UVNT06LPKSIiLU8BTUREIqpHjx4ALF68uMH27777jpkzZzY6fsWKFXg8nkbb61rE3G53o3133XVXg66M5eXl3H333RiGwWWXXXbQGi+77DISEhJ46KGH+Oqrrxrt37ZtW/3yDTfcAMD//d//UVxc3OjYHTt2sGbNmoM+5768Xi9LlixptL2qqorKykqcTic2m/6si4i0d+riKCIiETVq1ChGjRrFa6+9RmFhIWPGjKGgoIC3336bM844g9dff73B8S+99BJPPfUUxx9/PL169SIpKYnVq1czd+5cOnXqxJQpUxo9R9++fRk4cGCD+6Bt3bqVm2+++aBD7AN07tyZF198kQsvvJBRo0bx05/+lH79+lFUVMSyZcvIzc1lzpw5AJx22mnccccd3HXXXfTu3ZvTTjuNHj16UFxczPr161m0aBF33303/fv3P6yfU01NDePHj6dv374cd9xx5OTkUFlZybvvvsuOHTu45ZZbcLlch3VOERFpexTQREQkoux2O++++y633XYbH3zwAcuXL6dPnz48+OCDnH766Y0C2kUXXURtbS2ffvopn3/+OV6vl+7du3PNNddw6623NrrWDOC1117jzjvv5JVXXmHnzp3k5eXx6KOPcv311x9ynZMnT2bZsmXMnDmTBQsW8Pbbb5Oens7QoUO58sorGxz7pz/9ieOPP55HH32Ujz76iLKyMtLS0sjLy2P69Olccsklh/1zio+P5/777+ejjz5i0aJF7Nq1i9TUVPr168fMmTO58MILD/ucIiLS9hjm3uMYi4iItLDvv/+e/v378+tf/5qnnnqqRZ/rxBNPZMGCBehPnYiItBfqrC4iIq1q/fr1QMObO4uIiIhFXRxFRKRVrF27lmeffZZZs2Zhs9k4++yzI12SiIhIm6MWNBERaRWrV6/mkUceITU1ldmzZzN48OBIlyQiItLm6Bo0ERERERGRNkItaCIiIiIiIm2EApqIiIiIiEgboUFCIiAUCrF9+3YSExMxDCPS5YiIiIiItFumaVJRUUHXrl2x2dp/+5MCWgRs376d7OzsSJchIiIiIhI1tmzZEhW3cFFAi4DExETAehMlJSVFuBoRERERkfbL4/GQnZ1d/xm7vVNAi4C6bo1JSUkKaCIiIiIizSBaLh1q/500RUREREREooQCmoiIiIiISBuhgCYiIiIiItJGKKCJiIiIiIi0ERok5AgEg0GmT5/Ov/71L3bs2EHXrl25/PLL+eMf/xg1FyeKiIiIdGTBYBC/3x/pMjo0u92O0+mMdBmtTgHtCNx///08+eSTvPDCCxx77LF88cUXTJkyheTkZG644YZIlyciIiIiR8g0TXbs2EF5eTmmaUa6nA7P5XKRnp7eoUY+V0A7AkuWLOHss8/mjDPOACA3N5dXXnmFzz//PMKVdSyzlhUc9TkuHp3TDJWIiIhItCgvL6esrIyMjAzi4+PVOypCTNPE7/dTXl7Otm3bADpMSFNAOwLjxo3j6aefZu3atfTt25evv/6axYsX85e//KXJ471eL16vt37d4/G0VqkiIiIicohM02TXrl0kJSWRnp4e6XI6vNjYWBITE9m6dStFRUUKaLJ/t912Gx6Ph2OOOQa73U4wGOSee+7hkksuafL4mTNnMmPGjFauUkREREQORzAYJBgMdpgg0B4YhkFycjLbtm3D7/d3iGvSNIrjEXjttdd4+eWXmTVrFitXruSFF17gwQcf5IUXXmjy+KlTp1JeXl4/bdmypZUrFhEREZGDCQQCADgcasNoS+pCWTAYjHAlrUPvviNw6623ctttt3HhhRcCMGjQIDZv3szMmTO57LLLGh3vcrlwuVytXaaIiIiIHAFdd9a2dLTfh1rQjkB1dTU2W8Mfnd1uJxQKRagiERERERGJBgpoR+Css87innvu4b333iM/P58333yTv/zlL0yePDnSpYmIiIiIHJbp06c3aKXKzc3l8ssvj1xBHZwC2hF47LHH+PnPf861115L//79ueWWW7jqqqu46667Il2aiIiIiEibU1tby8yZMxkwYABxcXF069aN8847j++++y7SpbU5ugbtCCQmJvLwww/z8MMPR7oUEREREWkFzXH/1ebQXu/heskll/D2229z5ZVXMnz4cLZv387f/vY3xo4dy6pVq+jRo0ekS2wzFNBERERERKTFbNu2jTfeeINbbrmFBx54oH77hAkTOOmkk3jjjTe46aabIlhh26IujiIiIiIiHcTixYsZOXIkbrebXr168dRTTx30Mc8//zyGYbB48WJuuOEGMjIySElJ4aqrrsLn81FWVsall15Kamoqqamp/P73v8c0zfrHV1RUAJCZmdngvFlZWYB1Q2rZQy1oIiIiIiIdwKpVqzj11FPJyMhg+vTpBAIB7rzzzkbBaX9+85vf0KVLF2bMmMHSpUt5+umnSUlJYcmSJeTk5HDvvfcyd+5cHnjgAQYOHMill14KQK9evejevTsPPfQQ/fr1Y9iwYWzfvp3f//735OXl1d+6SiwKaCIiIiIiHcC0adMwTZNFixaRk2Ndy3buuecyaNCgQ3p8ZmYmc+fOxTAMrr32WtavX88DDzzAVVddxZNPPgnAr3/9a3Jzc3n22WfrA5rT6WT27NlcfPHF/PSnP60/33HHHceSJUtISUlp3hfaznW4Lo75+fk888wzvPTSS1RWVka6HBERERGRFhcMBpk3bx7nnHNOfTgD6N+/P5MmTTqkc/zqV79qMBz/6NGjMU2TX/3qV/Xb7HY7I0aMYOPGjQ0em5qaytChQ7ntttuYM2cODz74IPn5+Zx33nnU1tYe5auLLlEb0O69917y8vIoLS2t3zZ//nwGDhzI1VdfzeWXX87w4cMpKSmJYJUiIiIiIi1v9+7d1NTU0KdPn0b7+vXrd0jn2DvYASQnJwOQnZ3daPven8HLy8uZMGECY8eOZebMmZx99tn87ne/Y/bs2SxevJjnnnvucF9OVIvagDZnzhxyc3NJTU2t3/aHP/yBUCjEjBkzuOaaa1i/fr2GyhcREREROQR2u/2Qt+89SMjs2bPZuXNng+6NACeccAJJSUl8+umnzVtoOxe1AS0/P58BAwbUr2/fvp3ly5dz3XXX8cc//pHHH3+ck08+mTfffDOCVYqIiIiItLyMjAxiY2NZt25do30//PBDiz73zp07Aaub5d5M0yQYDBIIBFr0+dubqA1oHo+nwQWHCxcuxDAMzjrrrPptw4cPp6Cgbdx0UERERESkpdjtdiZNmsScOXMafP5ds2YN8+bNa9Hn7tu3LwCvvvpqg+1vv/02VVVVDBs2rEWfv72J2lEcMzMz2bx5c/36f//7X1wuF6NHj67fVltb2+BCRxERERGRaDVjxgw++OADJkyYwLXXXksgEOCxxx7j2GOP5Ztvvmmx5z3rrLM49thj+dOf/sTmzZsZM2YM69ev5/HHHycrK6vBICMSxQFt5MiRvPXWW7z77ru43W7+/e9/M3HiRFwuV/0xmzZtomvXrhGsUkRERESkdQwePJh58+Zx8803M23aNLp3786MGTMoLCxs0YAWExPDokWLuOuuu3jvvfd45ZVXSExM5JxzzuHee+8lPT29xZ67PTLMva/giyIrV65k/Pjx+Hw+AAzDYMGCBYwfPx4Ar9dLZmYmkydPbvWRYzweD8nJyZSXl5OUlNSqzx1NZi07+u6pF4/OOfhBIiIi0iHU1tayadMm8vLycLvdkS5Hwg72e4m2z9ZR24I2fPhwli5dyksvvQTA+eefz6hRo+r3f/nll0ycOJGLL744UiWKiIiIiIg0ELUBDWDIkCEMGTKkyX1jxozRCI4iIiIiItKmRO0ojiIiIiIiIu1N1LSgvfjii0f82EsvvbQZKxERERERETkyURPQLr/88sMeMt80TQzDUEATEREREZE2IWoCWmuPxCgiIiIiItLcoiagXXbZZZEuQURERERE5KhokBAREREREZE2QgFNRERERESkjYiaLo49e/Y8oscZhsGGDRuauRoREREREZHDFzUBLRQKHfYojmCN5CgiIiIiItIWRE1Ay8/Pj3QJIiIiIiLtzvTp05kxY4YaLtoIXYMmIiIiIiLSRkRNC9qBVFZWsnbtWqqqqpgwYUKkyxFg1rKCSJcgIiIiItLmRHVAy8/P58Ybb2Tu3Ln116gFAgEAPv30U6688kqeeOIJTjzxxMgWKiIiIiJt2xfPRboCy4gpka5AWljUdnEsKChgzJgxzJ07l7PPPpuxY8c26Fc7evRoioqKeOWVVyJYpYiIiIhI61m8eDEjR47E7XbTq1cvnnrqqQb78/PzMQyD559/vtFjDcNg+vTp9evTp0/HMAzWr1/P5ZdfTkpKCsnJyUyZMoXq6upGj73++uuZM2cOAwcOxOVyceyxx/LBBx+0xMts16K2Be3OO++ktLSUBQsWMG7cOGbMmMFnn31Wv9/hcDBhwgQ+/fTTCFYpIiIiItI6Vq1axamnnkpGRgbTp08nEAhw5513kpmZeVTnPf/888nLy2PmzJmsXLmSf/zjH3Tu3Jn777+/wXGLFy/mjTfe4NprryUxMZFHH32Uc889l4KCAtLS0o6qhmgStQFt3rx5TJ48mXHjxu33mB49evDxxx+3YlUiIiIiIpExbdo0TNNk0aJF5OTkAHDuuecyaNCgozrvsGHD+Oc//1m/XlxczD//+c9GAW3NmjWsXr2aXr16ATBx4kSGDBnCK6+8wvXXX39UNUSTqO3iWFJSQm5u7gGPMU0Tr9fbOgWJiIiIiERIMBhk3rx5nHPOOfXhDKB///5MmjTpqM599dVXN1ifMGECxcXFeDyeBttPOeWU+nAGMHjwYJKSkti4ceNRPX+0idqAlpmZybp16w54zKpVqxq8QUVEREREotHu3bupqamhT58+jfb169fvqM697+fp1NRUAEpLSw94XN2x+x7X0UVtQPvxj3/Mu+++yzfffNPk/kWLFvHxxx/zk5/8pJUrExERERFpmwzDaHJ7MBjc72PsdnuT2/e98fWhHtfRRW1A++Mf/0hsbCzHH38899xzD+vXrwfg/fff54477uC0004jPT2dW2+9NcKVioiIiIi0rIyMDGJjY5vsYfbDDz/UL9e1fpWVlTU4ZvPmzS1an+wRtQEtNzeXefPmkZqayh133MGsWbMwTZMzzzyTe+65h4yMDObOnUtWVlakSxURERERaVF2u51JkyYxZ84cCgoK6revWbOGefPm1a8nJSWRnp7OwoULGzz+iSeeaLVaO7qoHcURrHudrVu3jnfeeYdly5ZRUlJCUlISo0eP5uyzzyYmJuaIz71t2zb+8Ic/8P7771NdXU3v3r157rnnGDFiRDO+AhERERGR5jFjxgw++OADJkyYwLXXXksgEOCxxx7j2GOPbXBZ0BVXXMF9993HFVdcwYgRI1i4cCFr166NYOUdS1QHNLDudzZ58mQmT57cbOcsLS1l/PjxTJw4kffff5+MjAzWrVtX3yQsIiIiItLWDB48mHnz5nHzzTczbdo0unfvzowZMygsLGwQ0KZNm8bu3bt5/fXXee211zj99NN5//336dy5cwSr7zgMM0qvygsGg1RVVZGQkIDN1rgnZ93++Pj4/V6wuD+33XYbn376KYsWLTqi2jweD8nJyZSXl5OUlHRE52jvZi0rOPhBreDi0RrFU0RERCy1tbVs2rSJvLw83G53pMuRsIP9XqLts3XUXoM2Y8YMOnfuTHFxcZP7S0pKyMzM5J577jnsc7/99tuMGDGC8847j86dOzNs2DCeeeaZ/R7v9XrxeDwNJhERERERkX1FbUB79913Ofnkk8nIyGhyf0ZGBqeccgpvvfXWYZ9748aNPPnkk/Tp04d58+ZxzTXXcMMNN/DCCy80efzMmTNJTk6un7Kzsw/7OUVEREREJPpFbUDbuHEjxxxzzAGP6devH5s2bTrsc4dCIYYPH869997LsGHD+PWvf82VV17J3//+9yaPnzp1KuXl5fXTli1bDvs5RUREREQk+kVtQPP7/U1ee7Y3wzCora097HNnZWUxYMCABtv69+/fYMjSvblcLpKSkhpMIiIiIiIi+4ragNa7d28+/vjjAx7z8ccfk5eXd9jnHj9+fIMb+gGsXbuWHj16HPa5RERERERE6kRtQPvZz37GV199xbRp0wgGgw32BYNB7rjjDr766ivOO++8wz73TTfdxNKlS7n33ntZv349s2bN4umnn+a6665rrvJFRERERKQDitph9isrKxk5ciRr166lV69eTJw4kW7durFt2zY++eQTNmzYQP/+/Vm6dCkJCQmHff53332XqVOnsm7dOvLy8rj55pu58sorD+mx0TYU6JHQMPsiIiLS1miY/bapow2zH7U3qk5ISGDhwoVcc801vPnmm6xfv75+n81m4+c//zlPPPHEEYUzgDPPPJMzzzyzucoVERERkTYiStsv2q2O9vuI2oAG1lD6r7/+Ojt37uSLL76gvLyclJQURowYoTuhi4iIiEgDTqcTgOrqamJjYyNcjdSpqqrCMIz630+0i+qAViczM5Mzzjgj0mWIiIiISBtmt9tJSUlh165dAMTFxWEYRoSr6phM0yQQCODxePB4PKSkpGC32yNdVqvoEAFNRERERORQdOnSBaA+pElk2e12srKySE5OjnQprUYBTUREREQkzDAMsrKy6Ny5M36/P9LldGgOhwO73d7hWjEV0ERERERE9mG32ztMlzppW6L2PmgiIiIiIiLtjQKaiIiIiIhIGxE1XRxvvvlmTjvtNE499VQACgoKSElJiYqb1YmIyF6+eK55zjNiSvOcR0REpBlFTQvaww8/zNKlS+vX8/LyeOSRRyJYkYiIiIiIyOGJmoCWkJBAdXV1/bppmh3uruMiIiIiItK+RU0Xxz59+vDGG28wefJksrKyACgrK6OgoOCgj83JyWnp8kRERERERA4qagLaLbfcwi9+8QvGjRtXv+2RRx45aDdHwzAIBAItXZ6IiIiIiMhBRU1Au+iii8jLy+O9995j27ZtPP/88wwePJihQ4dGujQREREREZFDEjUBDWDMmDGMGTMGgOeff57Jkyczbdq0CFcl0W7WsoN3oz2Yi0erm62IiIiIRFlA29snn3xCbm5upMsQERERERE5ZFEb0E444YQG61VVVXg8HpKSkoiPj49QVdLW+YMhNhdXs3F3JSVVPk7s15kuye5IlyUiIiIiHUTUBjQAn8/HAw88wPPPP8/GjRvrt/fs2ZMpU6Zwyy23EBMTE8EKJRJM06TKF2R3hZdXPy9gY1EVG3dXsnF3FQUl1QRCe27P4LAZ/HRIV66Y0JMBXXXTcxERERFpWVEb0Gpqajj55JNZtmwZdrudPn36kJWVxY4dO9iwYQN33HEH7777Lh999BGxsbGRLldaQCAUorjSR1Gll90V3r3mPmr8wf0+Li7GTs+MeOw2G19vKeONL7fxxpfb+FHvdK6YkMcJfTMwDKMVX4mIiIiIdBRRG9Duv/9+li5dygUXXMCf//xnsrOz6/dt3bqV3//+97z66qv8+c9/5s4774xgpdISNuyu5NXlW6jyNn0LBQNIjnMyqFsyvTIS6JURT8+MBHpmxNMlyV0fwL7ZWsYzizYxd1Uhi9cXsXh9EX0zE7jiRz05e1hXXA57K74qEREREYl2hmma5sEPa3/69+9PfHw8X3zxxX6PGTlyJJWVlaxZs6YVKwOPx0NycjLl5eUkJXXMbnPNMfLh/izdWMy732wnZILLYSM9wUVGoov0hBgyEt2kJ8SQnuDCabcd8uiJW0uree7TfP69fAuV4dCXkejisrE9cDvsxLmO7rsOjeIochi+eK55zjNiSvOcR0REIiraPltHbQtafn4+N9100wGPOeWUU3j44YdbpyBpccGQyXurtrN0YwkAQ7NTmDysG0677ajP3T01jjvOHMCNp/Th1c8LeO7TfArLa3nww7U47QbDc1L5Ue900hJcR/1cIiIiItJxRW1Ai4uLY/fu3Qc8Zvfu3cTFxbVSRdKSanxBXvm8gPW7KwE4dUBmi1wrluR28uvjezFlfB7vfVPIM4s28t12D8s2lfD5phL6ZyUxoU86OZ3idJ2aiIiIiBy2o29aaKPGjBnDq6++ynfffdfk/tWrV/Pvf/+bsWPHtnJl0tx2V3h5Yv561u+uJMZu4xejczixX+cWDUhOu41zhnXj3d/8iF/9KI9+mYmYwOpCD08t3MjfF2xgTaGnxZ5fRERERKJT1Lag3X777Xz44YeMHDmSX/3qV5xwwglkZmayc+dO5s+fz3PPPYff72fq1KmRLlWOwrpdFbzyeQG1/hDJsU4uHduDrOTWG5XTMIzwICMJ7PTU8un6Ir7cUsaW0hpeWrqZCb3TmTSwCza1pomIiIjIIYjagDZ+/HhmzZrFlVdeyd/+9jeeeOKJ+n2maZKcnMwLL7zA+PHjI1ilHCnTNFm6sZj3VhUSMiGnUxyXjM4h0e2MWE2ZSW5+Nrw7Px6QyaJ11oiPi9YXUVzl4/wR2cQ4orbBWkRERESaSdQGNIDzzjuP0047jbfeeosvv/wSj8dDUlISw4YN4+yzzyYxMTHSJcoRCIZM3vlmO59vsgYDGRYeDMTRDIOBNIdEt5OfDMqia0oss1duZXWhh2cWbeSXY3qQFBu5ACkiIiIibV9UBzSAxMREfvGLX/CLX/wi0qVIM6j2Bpj1eQEbi6owgEnHdmFCn/Q2OSDH0OwUUuOcvLR0M9vKanhywYZW74IpIiIiIu1L22hyEDkEuzy1PLFgAxuLqohx2PjFmB4c3wIjNTanHmnxXHNCL9ITXJTX+Hlq4UZ+2KHBQ0RERESkaQpo0i6s3VnBkws2UFLlIzXOydXH96J/Vvu4EWFagotrTuhFz/R4fIEQL362mc82FEW6LBERERFpgxTQpE0zTZNP1xfxwpJ8vIEQPdLiuObE3nRJdke6tMMSG2Pn8vG5HNcjFRN455tC3vl6OyHTjHRpIiIiItKGRP01aNJ+BUIh3v5qO19sLgXguJxUzh7atc0MBnK4HDYbPxvWjfQEF/O+28FnG4spqfJx4chsZi0rOOrzXzw6pxmqFBEREZFIap+fdCXqhUyTV5YV8MXmUgzg9IFd+NnwtjNS45EyDIMT+mZw0agcHDaDH3ZW8PSijZRV+yJdmoiIiIi0Ae37065ErSXri1izowKHzeCXY3owoU/bHgzkcA3qlsyVE3qS4HJQWF7Lkws2sK20JtJliYiIiEiEKaBJm7O1tJp53+0E4CeDsjimnQwGcriyO8VxzYm9yExyUVEb4OlFG1i9vTzSZYmIiIhIBEX9NWg7duxgxYoVlJWVEQwGmzzm0ksvbeWqZH9q/UFeXb6FoGlybNckRud1inRJLSo1Loarju/Fq8sLWLuzkpeXFXDawC78qHfbvLebiIiIiLSsqA1otbW1XHnllbz66quEQqEmjzFNE8Mwjiqg3XfffUydOpUbb7yRhx9++IjPI9bv480vt1FS5SMlzsnPhnXvECHF7bTzyzG5vPvNdpZtKuH9b3dQXOnjrCFdsdui//WLiIiIyB5RG9Buu+02Xn75Zfr27ctFF11E9+7dcTia9+UuX76cp556isGDBzfreTuqFZtLWbWtHJsBF47IJjbGHumSWo3dZvDTIV1JT3Axd1Uhn+eX4Kn1c/HoHBw29UQWERER6SiiNqC99tprDBgwgBUrVuByuZr9/JWVlVxyySU888wz3H333c1+/o5mp6eWd77ZDsCP+2eSkxYf4Ypan2EYjO+dTqf4GF75vIDvd1Tw2vItXDAyRy1pIiIiIh1E1H41X1ZWxmmnndYi4Qzguuuu44wzzuCUU0456LFerxePx9Ngkj38wRCvLi/AHzTp3TmBCX0zIl1SRPXPSuIXY3pgtxl8u93DGyu36obWIiIiIh1E1Aa0fv36sXPnzhY596uvvsrKlSuZOXPmIR0/c+ZMkpOT66fs7OwWqau9eu+bQnZ6vCS4HJx3XHdsHeC6s4Ppm5nIRSNzsBnw5ZYy3vpqO6ZCmoiIiEjUi9qAduutt/LWW2+xfv36Zj3vli1buPHGG3n55Zdxu92H9JipU6dSXl5eP23ZsqVZa2rPVm0r5/P8EgzgvBHdSXQ7I11SmzGgaxLnjcjGAJbnlzB3VaFCmoiIiEiUi9pr0Lp3786kSZMYNWoUv/3tbxk+fDhJSU3fT+v4448/5POuWLGCXbt2MXz48PptwWCQhQsX8vjjj+P1erHbGw5u4XK5WqyrZXtWUuXjjZVbATi+bwZ9OidGuKK2Z0j3FALBELNXbuPTDcU4HTZOHdAl0mWJiIiISAuJ2oB24oknYhgGpmkyffr0Aw7Xvr/7ozXl5JNPZtWqVQ22TZkyhWOOOYY//OEPjcKZNC0YMnl1eQHeQIicTnGc0j8z0iW1Wcf16IQvaPLO19uZ/8NuYuw2TuzXOdJliUSOGYKyzbDjW9j9A4R8YHeBPcaaHOF53bb69brl8PbNSyAuDdL7grpWi4hIGxG1AW3atGktcg+txMREBg4c2GBbfHw8aWlpjbbL/v139Q62ltbgdtq4YGS2Rik8iLE90/AHQnzw3Q4+XL0Tp93G+N7pkS5LpPX4qmDjfPhhLnw3B3yVR3/Oz5+y5l0GwehrYOC54Dy0rusiIiItJWoD2vTp0yNdguzHgrW7WbiuCICfDetOalxMhCtqH47vm4EvGOLj73fx3qpCYuw2RuZ1inRZIi2nYges/QB+eN8KZ4HaPfscbug8ADKPBVcSBH17poAPgt591usm7551hxs822DHKnjrWvjfnTDi/2DEryBRrfoiIhIZURvQWtP8+fMjXUK7sctTy83//gqA0XmdGNgtObIFtTMnH9MZfyDEovVFzPlqGw67wbCc1EiXJdI8TBN2fmcFsrXvw7YVDfen5EC/M6zuiJ16ge0ou5SPmALVJbDieVj+DyusLbgfFv3Fak0bcw10HXp0zyEiInKYoj6gVVVVMWfOHL766is8Hg9JSUkMHTqUc845h/j4jncz5EgKhkx++++vKK7y0SXJzU8GZUW6pHbHMAxOG9gFXzDEsk0lvL5iK067TUFX2q+gHzZ/Ct/PtYJZeUHD/d1GQL/Tod9PoHN/K5x98VzzPX9cJ5hwM4z7Dax5B5Y+CVs/h29etaacsVZQ63cG2KP+T6aIiLQBUf3XZvbs2fz617+mrKyswfDkhmGQkpLCM888w89+9rMIVth+zVpWcPCD9jH/h10s2VCM025w4ahsnPbI3+XhSF5HpBmGwVlDuuIPmqwsKOXfy7fgsOsaPmln/LXw5Uuw+K9Wy1Udhxt6TrRCWd9JkNhKo5banTDwZ9a0dQUsexK+exMKPrOm5GwY9WsY/kuIVau1iIi0HMOM0hsrLVmyhBNOOAG73c5ll13GxIkTycrKYseOHXzyySe88MILBINBFixYwNixY1u1No/HQ3JyMuXl5fsd+r+tO9xgs7m4imcWbSRkwrnDu3NcD33AOVoh0+Tfy7ewals5DpvBC/83SgOHSNvnr7G6FC5+GCp3WNvi0ve0kvU8EWLiDnyO5mpBGzHlwPs9hVbXxxXPQXWxtc0ZB0MvhtFXQ3qf5qlDRESOSjR8tt5b1Aa0M888k/nz5/Ppp58yZMiQRvu/+eYbxo0bx8SJE3nnnXdatbZoeBMdTkCr9gV47OP1lNf4GZqdwnnHdW+RETY7omDIZNbnBawp9BDrtPPSr0YxIlcDh0gza45AFPBCwRLY8DF4K6xt7hTofQpkj7ZasNqqoA+2rYRNC6CicM/2jP7Q+2RI6908z3OwwCgiIk2Khs/We4vaLo6fffYZF1xwQZPhDGDw4MGcf/75vPXWW61cWcdimiZvrNxGeY2ftPgYzh7SVeGsGdltBheNzOalpZtZt6uSKc8t5+UrRzO4e0qkSxOxBLyQvxg2frJnaPzYVCuYdR/dPq7rssdAzhgrSBavg00LrcFMdq+xprwToP9ZYGsHr0VERNq8qP1rUl1dTWbmgYdJzszMpLq6upUq6piWbiphdaEHu2Fw4agcXE7dyLu5Oew2iKeD0gAAOhtJREFULhndg7nfFvL5phIuffZzXv31GI7p0v6/QZJ2zF8LmxfBhvngr7K2xaVB7x9D9xHtM8wYhnVT6/S+UFUEGz6yrk/btABKNsLwSyE+I9JViohIOxf5URpaSG5uLv/9738PeMxHH31Ebm5u6xTUARWW1zB3ldUd6LSBXeiWEhvhiqJXjMPGs5ePZGh2CmXVfn7xj2Vs2N0MN/IVOVz+Glj3IXz8J/j+PSucxaXDkIvgxNutlqj2GM72FZ8Ogy+AEVdY16WVb4FFDza+NYCIiMhhitqAdv7557NixQouu+wytm/f3mBfYWEhl19+OStWrOCCCy6IUIXRLRgymb1yK8GQyTFdEhnXKy3SJUW9BJeDF6aMYkBWEkWVPi55ZhlbStRCLK3EV20Nk//RDPhhLvirIb4zDP0FnDjV6h54tPcta4u6DITjb4VOPa3unF++BF+/Yi2LiIgcgagdJKS6upqJEyeyfPlyYmJi6N27N5mZmezcuZP169fj8/kYNWoUn3zyCbGxrduyEw0XMh5skJCFa3fzwXc7cDtt3HRKXxLdbXgAgChx8egcAIorvVzw9FLW76okp1Mcr101li7J7ghXJ+3agQYJ8VVZXfw2LYRArbUtIRP6nApdh4ERtd8DNhQKWi2H6z4ETEjoDMMvh6Suh34ODRIiInJEouGz9d6i9i9nXFwcCxcuZPr06XTv3p3Vq1fzySefsHr1arp3786MGTNYsGBBq4ezjqC40sv/1uwE4CcDsxTOWllagot//Wo0OZ3iKCip5pJ/LKW4Ut/mSzPzh1vMPr7LCiWBWkjMskLJCX+Absd1nHAGVutgv9NhzLXgSoLKXbD4L9ZNuKPze1AREWkhUduCtq+Kigo8Hg9JSUkkJiZGtJZoSPn7a0EzTZN/Lt7ExqIqemXE83/j8zRqYyupa0Grs6WkmvOf+ozC8loGZCXxypVjSI5TWJYjsHcLWqDWai3b+Il1vRlYwazvadBlUMcKZfvjrYSvXrZGeAToMsS6Xu1g93dTC5qIyBGJhs/We+swf0kTExPp1q1bxMNZtPticykbi6pw2g0mD9P9ziIpu1McL18xmvQEF6sLPVz+/OdUegORLkvaq4AX1v8PProrfI1ZDSR0sVrMjr8VsoYonNVxJcCoK2HA2WDYYcfXsOgBKN0U6cpERKQd0F9TaTaeGj/vf2uN2vjj/pl0io+JcEXSMyOBf10xiuRYJ18WlHHFC8up9QcjXZa0J/4aq7Xs47vg+3etURnjM2DYL+GE30PXoQpmTTFs0HMijL/Rur1ATSksecwKuWYo0tWJiEgbFjVdHHv27IlhGPzvf/8jLy+Pnj17HtLjDMNgw4YNLVxdQ9HQDNtUF8d/Ld3M6kIP3VNjufqEXtjUetaq9u3iuLevt5RxyT+WUekNcGK/DJ7+5QhiHPpQ3SYdaECOw3U0Xeb8tbDyBVj0EFRa15QSlwZ9J0HX46JzRMaW4q+FVf+G7V9a6+n9YOgl4G6h///VVVJEOpho+Gy9t6j5hBYKhQiFQg3WTdM86LT3Y+TIfbutnNWFHmwGTB7WTeGsjRmSncKzl4/E7bQx/4fd3PjqlwSCeu9LEwI+WP5PeGw4vP97K5zFpsLgC637mHUfpXB2uJxuGHap9TO0OaHoB1j4Z9j9faQrExGRNigK7hZqyc/PP+C6tJwaX5B3vrbuNXdC3wyykjUyZls0Kq8TT/9yBFe88AXvf7uD37/+DQ+eNwSbTWFagKDfun/XggegPNxCntgVjr/F6pIXDTeXjiTDsG7SnZprtUxWFMKyv1uDq/SZZO0XEREhilrQJHLmfltIhTdARoKLif06R7ocOYDj+2bw+MXDsNsM3vhyG3e89S1R0stZjlTAC1++DI+PgLd/Y4WzhEw4/c9ww5cw8lcKZ80psQv86CbIGWetr/3AGvExqAF8RETEErUB7aSTTuLFF1884DH/+te/OOmkk1qpoui0flclKzaXYgA/G94Nhz1q31JR49Rju/CX84dgGPDysgLunbtGIa0jqtgJn8yEvw6Et66F0nyIS4dT74Ebv4bRV1ld86T52WNg8Pkw6AJrMJFtX8CyJ62bfouISIcXtV+Lzp8/nxNPPPGAx2zevJkFCxa0TkFRyBcIMeerbQCM7tmJHmnxEa6oY9vfven2Z/LQbrzx5TaeWbSJjburOLl/5gEHGmlvDvfn0ZRo+nnU27bS6lr37RsQ8lvbErtagWzUlRCjf8etpsdYiEuFFc9ByQb49GEYdRXEp0e6MhERiaCoDWiHoqqqCqdTN+49Uv9bs5OSKh/JsU4mDegS6XLkMI3I7YQvGOLdbwr56PtdxDhs0RlIxOo+t+ZtK5htWbZne/dRMOZq6P9TsOv/wojIOAbG3QifPw1Vu+HTv8KIK6BTXqQrExGRCImqgFZQ0PAb87KyskbbAILBIFu2bGH27Nnk5ua2UnXRZWtpNZ+uLwLgnKFdcTk1qlt7NK5XOr5AiA9X7+T9b3fw0tLN/HJMj0iXJc2lugRWPA/L/wEeq7UbmxOOnWwFs27HRbQ8CUvqal2XtvwZKN8KS/9mDcPfdVikKxMRkQiIqoCWm5uLER4JyzAMHnnkER555JH9Hm+aJg888EBrlRc1/MEQb6zchgkM6Z5Mvy7t/34THdmJ/TrjC4SYv3Y3d8z5ljinnXOP6x7psuRoeAohfyF8MBUCNda2+AwY8X/WlKgW7zbHnQxjfwNfvgQ7v7VGeqwuhl4na4RHEZEOJqoC2qWXXophGJimyYsvvsiQIUMYOnRoo+PsdjudOnXipJNO4rTTTmv9Qtu5pxZsYIenlrgYO2cM7hrpcqQZ/HhAJt5giM82FHPr618TG2PnJ4OyIl2WHA4zBDtXw6YFULxuz/Yug2HMNXDszzToR1vncFkBevUc2LQQvn8Xqopg0Hm695yISAcSVQHt+eefr19esGABU6ZM4YYbbohcQVFo/a5KHv1oPQBnDs4iwRVVb6EOyzAMzhiURU5qHP/+Ygu/eeVLKmsDnD8yu/mf7Ivnmuc8I6Y0y2l6Ffxn/zvtnQ79RM1Uz2GrKYVtK6DgM6vFBQDDCman3wc5Y9UC054YNitMx6XDd2/ClqXW7/i4y8Gpe0yKiHQEUfvpetOmTZEuIeqEQiZT3/gGXzBE38wEhnRPiXRJ0oxshsG9PxtE0DR5fcVWfj/7G3Z6arn+pN71XYeljfBXQ+HXsPULa/S/Os5YyB4LuT+CuE7QY1zkapSjk3e89Ttc+SIU/QBLHoVRv4bY1EhXJiIiLSxqA9rq1av53//+x0UXXURGRkaj/bt27eLVV1/lxz/+Mf37949Ahe3Py8s2szy/lPgYO+cM7aYP7VHIbjN44OeDyUxy8bdPNvDQf9eys6KWGT8diN2m33dEBQOwa7V1z6xd30EouGdfWm/oNsIaVMLhilyN0rwyB8K438Dnz0BFISz+K4y8ElJaoGVbRETajKgNaPfddx8fffQR119/fZP709LSeOCBB/jyyy957rlm6nIVxbaX1XDf+98D8PvTjsGpG1JHLcMwuHXSMXROdDP9ne/419ICiip8PHzhUNwarbN1mSEo2WSFssKvwF+zZ19iljUKY7fj1KoSzZKzrREeP3/aCmmfPQbDfgldBkW6MhERaSFRG9AWLVrEySefjM3WdJCw2+2cfPLJLFy4sJUra39M0+SPc76lyhfkuB6p/HJMD15dviXSZUkLu2xcLhmJLn776ld88N0OfvnPZfzj0pEkx+l+WS2uotC6rmzbCuv6ozruZOh6HHQfYQ3NLh1DbKp1r7SVz8Pu7+GLZ2HAOdDzhEhXJiIiLSBqA9qOHTvIzj5wN5Bu3bpRWFjYShW1X29/vZ2Pv99FjN3G/ecOwqaubh3GTwZl0Sk+hitf/ILl+aWc99QSnp8yiq4pGqyg2XkK4dvXYemTe+5ZBuBwQ9YQq6Usrbc1iIR0PE631b3x29lQsARWvwnVRVZQ0wiPIiJRJWoDWnx8PLt27TrgMbt27cLt1rDTB1JS5WPGO6sB+M1JvendOTHCFUlrG9Mzjf9cPZbLnv2ctTsrOffJJbzwf6Pom6n3wlHzFMKat+G7OdYojJjWdsMOnftb15VlDgB7TCSrlLbCZreG3I9Pt943+YugahcMuwxi4iJdnYiINJOo/Sp2+PDhzJkzh7Kysib3l5aW8uabbzJ8+PDWLayd+dM731FS5eOYLolcdUKvSJcjEXJMlyTeuHY8vTsnUFhey8+fXMLnm0oiXVb75NkOS/8Oz54Gf+kP7//eahHBhOzR1gfwH/8JRl4BXYcqnElDhgG9ToLjpljvjd0/wKd/hcqdka5MRESaSdQGtOuuu47i4mImTpzY6DqzBQsWMHHiREpLS/c7iIjAu99sZ85X27EZcP+5g4lxRO3bRQ5Bt5RYXr96LMf1SMVTG+AX/1zGB9+qi/AhKd8Gnz0B/zzVCmUf/GFPi1n3UTDpXvjtt/CrD/n/7d15fFTV/f/x1519kpnJvrCEEPZ9h8iigkX8KYJYW7XtV1Gr1opaxfarYBW1Vb92canY0lqr3QBtxRXEBUFcABEIewgJYQmQjSyzZDLr/f1xQ0gEhECSyUw+z8fjPGbmzp2Zz4QbMu85555D9kQwxUe6YtHRdRkOE+7Rzk/zVGgzPJbvinRVQgghWkHMDnG86qqruO+++3j22WeZMmUKZrOZzMxMSktL8fl8qKrKL37xC2bNmhXpUjukkuo65i3bDsCdk/swPCsxsgWJDiExzsS/b83lrsVb+Hh3GT/992Yev2oIN1yQHenSOp7aEtj1tjZ8seSr5vdl5WrnDg2aCQndI1GdiAUJ3WHSXNj0ClTt06bjHzhDW9RalkERQoioFbMBDeD3v/89U6ZM4Y9//CMbN26kpKSExMRELrnkEubMmcPll18e6RI7pGAozL1L83DVBxnZI5GfTe0b6ZJEB2Ix6ln0P6N4+O2dLPnqIA+/tYOy2nrun9ZP1sarOQi73oFdb0HJxiZ3KNDjghOhTGZgFK3FbIcL7myYPGSddm7amz+BGX/QJhYRQggRdWI6oAFceeWVXHnllZEuI6q88EkhXx+oxm428IfrR8qaZ+IkBr2OJ68eQqbDwrMfF7BwdSHlrnqevHoohs52vNQ74egW2PIvbb2yRgr0GA+DZ8HAmeDo0v61fS1rPHYKOgMMvVYL/jvfhG2vwbFCuO7fkTnuhBBCnJeYD2ht4amnnmLZsmXk5+djtVqZMGECTz/9NP379490aeftq+IqXvhkLwC/vnoIWckyM1hnsnjDwRbtn2Y3c/WIbryVd5jXvy5h66Fa3pwzgThTjP/XEqiDo9vgyGao3Evj7Iso2jlkg2dpQ83smREsUnQqigI9LwRbBmxdoq2h95fJcP1i6D460tUJIYRogRj/FKUJhUJUVlbi8/lOeX+PHj1a9Hyffvopc+bMYezYsQSDQebPn8+0adPYtWsX8fHRe3J/bV2Ae5duIazCNaO6c9WIbpEuSUSBsTnJ2CwGlnx1kD1lLn740gb+OnsMqTZzpEtrXSE/lO2Ew5uhYheEQyfuS8zWhpkNniWhTERWaj+4bTUs+QFU7IZXLoeZL8Dw6yJdmRBCiLMU0wFt06ZNzJ8/n7Vr1+L3+0+5j6IoBIPBFj3vypUrm91+9dVXSU9PZ9OmTVx00UXnXG8kqarKvDe3caS2np4pcTx21eBIlySiyMAuDn48KYd/rDtA3qEapj27lgUzBjFzeNfoPi8tHILKPVooK90OoSZf8tgzoeto6DpSW5dqzM2Rq1OIppJz4NaPYNntsGcFvHk7lO2AqY/KotZCCBEFYjag5eXlceGFF2IwGJg2bRrvvvsuw4cPJzMzk82bN1NRUcHkyZPJzj7/2edqa2sBSE5OPuX9Pp+vWe+d0+k879dsba9tPMSK7aUYdArPXz8SmzlmDw3RRrJT4vnJxb1YuaOU/FIXP1uax7tbj/DrWUPJTIiiyQpUFXvdQVJqd0BBPgQ8J+6zJkO3UdB1lEz0ITo2s107B231E/DZ7+DLP0BFPlzzV7AkRLo6IYQQ3yJmP4X/6le/AmDDhg0MHDgQnU7H1VdfzSOPPILX6+X+++/nv//9L3/729/O63XC4TD33nsvEydOZMiQIafc56mnnuKxxx47r9dpS4Xlbh57V1s/5+eX9Zcp9cU5S7dbeOeuSfxpTRELV+/l493lbNj3KfOnD+T6sVkdujfNWl9Oas1WUpw7MQeafIlismm9ZN1GQWJPmb5cRA+dDr7zMGQMgrfmwN4P4aXvwA+WQmqfSFcnhBDiNGJ2urXPP/+cmTNnMnDgwMZtqqqdyG+1Wlm4cCFdu3Zl/vz55/U6c+bMYceOHSxduvS0+8ybN4/a2trGdujQofN6zdbkC4a4Z8kWvIEQk/qkcvuFvSJdkohyJoOOn03ty/J7LmREViIuX5B5y7bzw5c2cOCY58xP0I70wTpSq/MYtO9vDCtaRNdj6zAHnAR1ZioSh0PuHTD1MRhyDSTlSDgT0WnINXDLSnB0g2N74a+XQOGqSFclhBDiNGK2B622tpZevU6EDaPRiNvtbryt0+mYPHkyS5YsOefXuOuuu3jvvfdYu3Yt3buffrFZs9mM2dwxJ0z4zco97DrqJDnexDPXDkenkw+gonX0y7Dzxk8n8MoXxfzuwz2s23eMy55by88HWrm5rxd9pA41VSXZuYveh96g55EVGENaaFRRqLb3ozJxGDW2vqg6A2lppx62LETU6ToCbl8Dr/0PHNoA//4efGcBTLhbzksTQogOJmYDWnp6OtXV1Y23MzMz2bt3b7N96uvrqaura/Fzq6rK3XffzZtvvsmaNWvIyck573ojYc2ecl7+vBiA335vGOmOKDpPSEQFvU7h1gt7cemgDB58Yzvr9h3j19vsvFdi4TejnfRLCJ35SVqJMeCk55EV9D70Bsmu/Mbt9aYkyhNHUpk4goDR1m71CNHubOkw+11YPldbt+/jBVCwEq56EVJ6R7o6IYQQDWI2oA0aNIg9e/Y03p44cSJvvfUW69atY/z48ezevZvXX3+dAQMGtPi558yZw+LFi3n77bex2+2UlpYCkJCQgNVqbbX30JYqXD5+/p+tANw0oSffGZgR4YpELMtOiWfxbbks3XiIJ9/ZSl6VkekfJ3P3QA93DKjD1FaDrVWVtOrN9C5ZRo+jH2II1wMQ0pk4lDGVwqxrsLv3y9BF0XkYzDBzIXQfBx/Mh4PrYNEkbSjv2Fu189aEEEJEVMwGtOnTp3Pfffdx9OhRunTpwgMPPMCbb77JpEmTSE5Oprq6mnA4fE7noP3pT38CYPLkyc22v/LKK9x0002tUH3bCodV7v/PVirdfgZk2nnw8paHVCFaSlEUfjCuB1N8q/nlZjsfHzXzzC4bKw6b+c1oF8OSW7bcxbfyVDKg+O/0PvQGCZ7ixs01tj4UZV1Dcdcr8ZsSAbB7DrTe6woRDRQFRs+GXpPh7Tmw/zN4/xew+x2tNy2pyezGX7/SOq8py1AIIcRZi9mAdscdd3DttdeSlJQEwPDhw1m1ahVPPPEE+/btY/To0dx9991Mnz69xc99fLKRaPW3L4pZW1CB2aDjhR+MxGKU8w9E+8m0hnlpQi3vlph5dIud/Fojsz5J4rZ+ddw32IPlXA9HVYV9q2HT3yF/OaPCAQACeisHulxOUffvcixxmPSWCXFcUjbc+A58/TJ89IgW1P40Aab9GkbfJL8rQggRITEb0IxGIxkZzYftTZgwgeXLl0eooo5hx+Fanl6pnX/z8JWD6Jthj3BFojNSFJiZ5WNiup/H8+y8fcjCnwvi+fCImSdHuRifHjj7J/N7YOtS2LAIKgsaNx9LGEJh9+9yoMvlBOXcMiFOTaeDcbdBn+9oU/Ef/BLeu1frTZv5QqSrE0KITilmB5v36tWLOXPmRLqMDsXjC3LPki0EQirTBmXwo9wekS5JdHIpZpXnc538dUINmdYQxW4DP1ibxNWfJPHGAQv13zaHSM0h+PBheGagNulBZQGY7DD2Nrjjcz6YsISiHt+XcCbE2UjuBTcth8ueBIMFij6BP47XZnyM8lEjQggRbWK2B62yshKHwxHpMjqUx9/dxb5KD5kOC09fM6xDLxosOpepXf2MS6vi6e3xvF5sZUuVkS1VRn691ca1Pb38qJeXHraw9kGxuhiKP9VCmRrWniApB3J/AiN+BJaG3/sDByP3hoSIRjodjJ8DfafBWz+Fko2wdQkc3QbDrgVLQqQrFEKITiFmA9qwYcMoKCg4846dxPJtR3nt60MoCjx73QiS4k2RLkmIZhxGlSdGubl3kIfX91tZvM/K4To9fy6I59UCI/cnf8H16koc3iYLvedcDBf8VPtAKWs5CdE6UvvCLR/Aly/AJ49D+U749GkY/F3oNlrOTRNCiDYWswHtgQce4JprrmH16tVMmTIl0uVEVEl1HQ8u2wbAnMl9GN87JcIVCXF6aRaVOQPquKN/HV8crOdYwTom1a8hra4WAB9Gihy5dLn61yTljIxwtULEKJ0eJt0LgTrIWwy1hyDvX1C6DYZ+H8xy/rIQQrSVmA1o1dXVTJs2jWnTpjFr1izGjh1LRkbGKYf13XjjjRGosH0EQ2HuXZqHqz7IyB6J/Gxq30iXJMSZ1ZagL/6Ui45shnAIFHDqE3k1MI1X/JdQXe/A+NejXDEUbrggm9HZSTJkV7TIhuKq836O3JzkVqikg7N3gYn3QtEqKPhAC2jHimDo96CrfEEihBBtIWYD2k033YSiKKiqyhtvvMEbb7wB0OxDnKqqKIoSswFNVVX+7/18vj5Qjd1s4A/Xj8Soj9l5YUS0C4egbId2flnVvhPbE7Mh52IcXYZzu6qnWwn8syhAXpWRt/OO8HbeEQZk2rlhfDazRnQj3hyz/60JERk6vTaMOGMw5P0bnEdg89/hwJfQ/wpIzol0hUIIEVNi9pPMK6+00uKaUUpVVX7zwR7++rm2SO8T3x1KVnJchKsS4hT8Hji4Hg58Dt5qbZuigy4jIeeiZovmWoBrsuu5Jrue7Znf5V/rD/D21sPkl7p46M0dPLUin2mDM7iobxqu+gB2izEy70mIWOToBpPmwt4PoXAVHNsLXz4PaQO0oJYoMwMLIURriKmA5nQ6sVgsmEwmZs+eHelyIkZVVX77wR7+tKYIgMdmDmbm8K4Rrqpz6H3wP632XEU9vt9qz9UhuUqheK02U1zDotKY4qHHBMieCNbEb3340NJlPN0T5ndV+O8BC/8qslLshmWbD7Ns82EAelrrGerwMMzhYYDNi0nXhtOFf925vxQSnYTOoIWxrAu0oFbyFVTkay1jMPS7HBK6t93rt9bv2ZibW+d5hBCiDcRUQEtKSuLRRx/l4Ycfbtz21VdfsX79eu65554IVtZ+joezPzYJZ7Mn9IxsUUIcFw5D2U5tGGOTRaVxdNVmZOw6CvQt6/VKMKn8uK+Xm/t42VBhZE2pic/LTeysMbLfa2G/18K7ZSkYlTAD7XUMc9QxzO6hh9Unk9EJca7ikmH49dBnKuz9AEq+1n63y3ZCl+HQ7/9p568JIYRosZgKaKqqon5jQc3333+fxx9/vFMENFVV+d2HJ8LZozMGSTgTHUO9Uzt3ZcOftXXMAFAgc6g2jDG593lP3a1TYHx6gPHpAcDDhwW1bHfFs80ZxzZnPNUBI9ucNrY5tYWrEw3Bxt61YQ4PicZvWxVbCHFK8ana+oN9pkLBSjiSB0e3amundR0F/S4DW3qkqxRCiKgSUwGtMzsezl5crYWzBTMGcdNEOXFbRNixIvjqL7Dl3+B3aduMVm14VM9JENd2Sz4kGENMSnYyKdmJqkJJvYltzni2OePZ5YqjJmjgs6oEPqvSFt/tYa1nmMPDQJuX/rY67IZwm9UmRMyxZcCo2dBnGhS8r832eGQTHNkM3cdAr8kymYgQQpwlCWgxQFVVfv9hQbNwdrOEMxEpqgr7VsP6Rdo5KjT0aqf2g9yfQCgIBnO7lqQokGX1k2X1Mz2jmkBYYY/H2hjYiussHPRq7b0y7THdLD4uqgozJjXA2BQ/WfFhGRIpxJk4usCYW6C2BPa8ry1yXbIRFo7Retou+gUkZkW6SiGE6NAkoEU5VVV55qMCFq4uBOCRKyWciciw1peTfWQFfL1cmzDguL7TIPcO6H2JlpQ6wGQaRp3KEHsdQ+x1/LBbBc6Anu2uOHa44tnjtnK43szhejNLimFJsRWAdEuIsakBxqQEGJsaYEBCEIOsWiHEqSV0h3G3QfV+behjRb42Nf/WJVpP24X3a2FOCCHESSSgRbHj4eyFT7Rw9vCVg7hlkoQz0X4MwTqyyj6m5+H3yDi2AR0NwwJNNu3b8tyfQErvyBZ5FhzGEBOTXUxM1oZhOoN6CtxWnPokNlaa2F5toLxez/ISPctLLADEG8KMSg4yJtXP2NQAI5IDxMn/qEI0l9RT+4ImbQCsfgL2fwYbX4JNr8KAK2DkjdB7irbWmhBCCCAGA9q//vUv1q9f33i7sFALL1dcccUp91cUheXLl7dLba1JVVWebRLOfjl9ID+WcCbagRIOknlsAz2PvEtW2ScYQt7G+8qTRpI+4QYY+j2wJESwyvPjMIQYk+gmN8cEeKgPwdYqI19XGtl4zMimY0ZcAR2flZv4rNwEgF5RGZIY5II0P7lpAcakBnAY23BafyGiSfZ4uOk9bWmN1U/CwXWw622tObrDyP+BkT+StdSEEIIYDGiFhYWNoayplStXnnJ/JQpPKlFVlWc/3ssfmoSzWy/sFeGqRExTVZKc+eQceZfso+9j9VU23uWK60Fx1ysp7nYlnrgsfjg29j5gWfSQmxYgN01bry2sQoFTz8ZKE19XGvn6mJHDdXq2VhvZWm3kzwWgQ2VwUpALUgPkpmm9bAkmCWyik8u5SGulO2DLP2HrUnCWwKf/B58+rQ2FHnWjttaawRTpaoUQIiJiKqAVFxefeacY8OzHe/nDqr2AhDPRtuK8pWQfWU7OkfdIdJ/44qPemMjBLv+P4m4zOJYw9LynyI82OgUGJIQYkODlht5aD+LhOh1fVRjZUGlifYWR/W4D26uNbK828tLeOBRUBiUGuSAtwAVpfsZJYBOdWeYQuPxpmPoY5L+nnZ9WvBaKVmktLgWG/0ALa2n9I12tEEK0q5gKaNnZ2ZEuoc09+1FBYzh76AoJZ6L1GQOuE+eVVW1EaZiFMaQzUZI+mf1dr+Ro2iTCupYtKB3rusWFuTrbx9XZPgBKvTo2VBhZX2FiQ4WRfW4DO2uM7Kwx8nJDYBuYGCQ39URgSzJLYBOdjNGiDYke+j2o2gdb/qUty+EuhXULtZZ1AYy6AQZfHelqhRCiXcRUQIt1z35UwPNNwtltF0k4E+fPEKwjrXoL6VUbyTi2kWTnTnTqiUWby5LHsL/rlRzMvJSA0RHBSqNLpjXMVT18XNVDC2xlXh0bKk8EtiKXgV01RnbVGHmlMA6AgQkBJqYHmJCuDYm0yzlsojNJ7gXfeQQmz4fCj2DzP6DgAzi0XmvvP6j1vPUYDwlZna7nXgjReUhAixLPfXwinM2/YoCEM3HO9ME60mryyDi2kfSqjaTU7kSnBpvtUxvfi+JuV7K/63TqrF0jVGlsybCGmZnlY2aWFtjK67UetuO9bIUuA7trjeyuNfLXvXHoFZXhSUEmpPuZkO5nVEoAi0x0JzoDvQH6X64151HYuhg2/xOqi7XJRQ6ug/g06DIcModJWBNCxBwJaB2cqqo8v2ovz32shbN5lw/g9os6/rTlouPQh7ykVueR0dBDllK746RA5rZ2pSx5LOXJYylLGSuhrB2kW8LMyPIxoyGwVdQrrKswsa7cxJflRg54DGyuMrK5ysjC/HhMOpUxKQEmpvsZn+5nWJKswyY6AUcXbc20iffBgS/g4wVwdCt4KqDwY61Zk7Sg1mW4Nq2/Ir8YQojoJgGtA9tb5mLBOzv5sugYoIWzn1ws4Ux8O2PASbJzNxnHviK96mtSarah/0Yg81gyKUsZ1xjKPHHdWu31F284+K339z5Y1WqvFQ02FJ/9+80AZiVrrcJnYIcrnp2uOHa44qgOGPmywsSXFSbYCVZdiIF2L0PsHgbb6+hh9aFr406E3Jzktn2BKNOSf9vTkZ/pWdLpIOdCGHkDDPk+lO+E0m1Qvhu81VD8qdbMDm0YZOZwSOkj66sJIaKSBLQOyO0L8vzHBbzyxX6CYRWzQce8ywdw00RZ50ycYAw4SXAXac1V1Hg9zld+0r515vSGQDaOspQxeKzdZUhQB5dmDjLFXMuU1FpUFY74TOxwxrHTFcdOVzzukJ7NtTY219oAsOuD9Ld5GWD3MsBWR05cPQb5JxaxyGiBbqO1FvJDRT4c3QZlO8DnhANfas0YBxmDtZ611P6gl4mNhBDRQQJaB6KqKm/nHeHJFbspd2nDnqYOzGDBjEFkJcdFuDoRKcZALYmuIhzuIhLd2qUWxCpO+xiPJZPy5NHakMXkcbjjJJBFM0WBbhY/3Sx+LkuvIazCAa+ZHa54djjj2O2OwxUy8HWtna9r7QCYlDB9bV4G2LTA1i/ei0Uvk46IGKM3acMbM4dBOAiVe7WetdLt4HdDyUat6c2QMUjbL31gpKsWQohvJQGtg8gvdfLI2zv5qmHITM+UOBbMGMyUAekRrky0CzWMOVCLxX8Mi68Ki7+K7NIPSHAXNVsU+ps8lgxqbX1w2npR03BZa+tNwGhvx+JFe9MpkBPnIyfOx4yMKoIq7PNY2OOOI99tJd8dhzukZ6crnp2ueO0xqPSMq28IbF762+pINIbO8EpCRBGdQQtf6QNh6Pe1afuPbtMCW30NHNmiNZ1Bmx2yz1StpfWXL7CEEB2KBLQIq/UGePajAv65/gChsIrFqOPuS/py64U5mA0ydj6mqCqmoKtJCDuGxV+FxVeFOVDdbGr7b/JYMqm19W5ofahtCGJBo60d34DoqAwK9LPV089WzwwgrMKRelNjWMt3W6nwm9hXZ2VfnZUVDaNgu5j99LfVMcDmpXe8l65mv0w8ImKDotPOQUvpA4NnQc0hKN2qBba6Sti3WmsfPgSObtDnO1pYy7kYrImRrl4I0clJQIugt7Yc5g+flVDp9gNw+ZBMfnnlILolWiNcmTgf+lA9Vl8FFt8xLP5jWP1VmBsC2Tcn62gqrOipNyU3toNdL9cCWXwvCWKiRXQKdLf66W71MzWtFoBjfkOzwHbIa+aoz8RRn4k1xxIB0KOSafHT3eIjy+qnu9VHlsVHpsUv57OJ6KXoIClbawNmgLsMLAnaDJD7PwfnYW3Ntc3/AEUPWeNOBLbM4doEJUII0Y4koEXQL9/agc4cR6+0eB6bOZgL+6ZFuiTRAoZgXcPEHIUNE3UUklKzHXPQedrHqCjUm5IaQlgK9ebkxut+o6PZ9ND7ul/dHm9DdBIppiATk11MTHYB4A7q2Ouxstsdxx63lQN1ZrxhPYfrzRyuN7Oh5sRj9YpKF7Of4WUqfR1B+jlC9HMEybaFMEbZZ1dVBVdQodxnxB3U4QnpCaoKgbBCUNVaQFUINrn9zfuP3xdQFfQKxOtDWjOEselD2AwnbsfrQ9j0IemZ7CgUBeyZMOZmGH8n+Ou0CUWOT9l/bO+JtdY++TXEpULvS7Sw1vsSsMnfaSFE21NUVZWzxtuZ0+kkISGBfv/7X+67YgS3TMzBFGV/vc80lXos0Ye8ONzFJLoLSXAVNs6WaPMePu1j/AY7XnNqYwjzmlKoNyXjNyWiKtE5dLWox/db5Xl6H/xPqzxPe2iNKdBbYyr29qCqcCxgoMRr5lC9mRKviRKvmZJ6E/XhUx+zRkWllz1EH0eQFHOYBKOKwxTGYVRxGFUSGq+HSTCp2Iwq+vPoiVNVCKjgCynUh45fKjgDCrV+HTV+hRq/jhq/jtrA8evaZa1f26c2oBBS27870KwLnxTk4g0hRqQb6WkL0tMWoqctRKJJldOh2sOYm0+9vfoAFK2CwlWwb4020UhTXUZAr8nQ4wLIyoU4WSZBiI7g+Gfr2tpaHA5HpMs5b9KDFkHv3jWJflkZkS5DNFDUEDbPQRJdBSS5Ckhw7SXRXYitrgSFU3+P4TWlUGvvQ62tDzW23tjqDuI1pxHSyzBVEV0UBVJNQVJNQUYkeBq3Hw9uh7xmdNZECpwG9joN7HXqqQvp2OM0sMd59n9K7IYwDpMW2rQQp2LSqfjCJ0KXL6Q03q5vuK1dQpjWSS9mnRaSrPowJl0Yg6JqTadibHLdoDS/bVRU9IqKseG+oKrgCerxhPSNPXKekB5Pw/W6kA4VBV9Yhy+soyrQfKr3T481r8thDNPTFiLbFqJnfIie9hA947XeyhSzhLc2l5QNY27RWtAPJV819K6t0iYbOZqntS8a9k8boAW1HuOhRy4k5ciEI0KI8yYBLYIyE+RDfKSY/LUkugoamxbICjGE60+5f70xiVq7NklHja1vw/U++E2JzfaLpt4hIc5G0+CWm2Nu3B5W4Uidjr1OA0UuPbV+Hc6AgjOg9VY1v67DG9I+tLqCOlxBOMz59ySbdSpmvdZbl2gKk2jSeu2OX080aT13iaYwiU32cZjCbG2nBdPDKtSFdI2hzR3S4wnqcYf0uIN6MNvY79ZzwK3nqFePM6BjW7WObdUnr9llM4S14Nak9bYH6eMI4TDKYJhWZzBBz0lam/oouMqg6BM48AUcXK8Nh6zI19rmv2uPsWU0CWwXQOZQWX9NCNFiEtBETFPCARyeA02C2B4SnQWnXMwZIKizUGPvS429X8NlX2ptvfGZU9q5ciE6Np0C3ePDdI/3M6XLmff3h8HZENaOD0nUQpzWQ2bWq1j0YNGrmHWqdvmN2xY9mPVaKDProqOjQqdowcpmCIP55Ptzc04EK28QDnr0jYFtv8egXbr1HKnT4Q7q2FmjY2fNyR/40y0h+thD9HYE6WMP0achuKVbwlHxc4oK9gwY8QOtAXgq4dAGLawdXK9N4e8ug93vaA20xbK7j4GsC7TA1n0sWKJ/+JUQom1JQBMxwRhwYfccwOEpxuHZj92zH4dnPw53MXo1cMrHuK3dqLb3o8bRvyGQ9cMd1z1qzxEToiMz6SDVopJqkbXXTsdqgP4JIfonnPwzqg9BSUN42+/Wc8CjZ5/LQKFTT1m9nvKG9mWFqdnj7IYwvR1aYOvdcL5gH3uIrHiZuOS8xafCgOlaAwh4tZB2PLAd2qCtv1a8VmsAKJCcow2NTBugrdmW1h9S+4FRRtUIITQS0ETUUMJBbN7DJ8KXpxi7W7tu9R877eMC+niqHf0aQ1iNvR81tj4ydb0QImpY9NDHEaKP4+Tw5gwo7HPpKXQaKGy4LHJpvXCuoI68Kh15Vc173Uw6lax4Lah1jwuRFR9udlsmKzkHRitkT9AaQDgMlXsaZoXcoF3WHNAW0K7aB3tWnHisooOknpDWENjSB2oBLrWvBDchOiEJaOfhxRdf5Le//S2lpaUMHz6cF154gXHjxkW6rKilC/mw+iob1hCrJM5XTpy3VAtinv3Y60rQfcs6Yl5zKs74njjje+KK74kzPodaWw4ea7dm09cLIUQscRhVRiQHGZHc/P9HXwj2u/UUugwUObXLQpfW81YfUihyGShynfpjgM0Qpnu8Fty0ABdqEuDC2OSctzPT6bSglT5Qm3QEwF0B5bugYg9U7IbyfO3SW90kuC0/8RzfDG6pfbVlAmyZ2qU1KTrG+gohWkQC2jl67bXXmDt3LosWLSI3N5fnnnuOyy67jD179pCenh7p8joUfbCuMXhZfRVY6xsufZVYjm/zVWAOnH79sOOCOguu+OwmQSwbZ3wOrvhsAkZ7O7wbIYSIDmb9qYdMhlU4XKfjoFvPoTo9hzwnWkmdjop6bUbK/Fod+bWnfu5EU5hUc5hkc5gkU5hks9pwGSbJrJLccF27XyXeID1ygLaOmu1i6HXxiW2qCp4KKN99YtKRMwW34/RmbWISe0bD5fHwlgH2Lie2xaXKgttCRBEJaOfomWee4bbbbuPmm7W1VBYtWsTy5cv529/+xoMPPhjh6s6SqkIoAOEAhIMQCmrXj287fjtQr60F43eD3wM+FwP2HcYY8mAMejCE6jAE6zAG6zA0bvNiCHowBt0YQ96zLimkGPFa0qg3p+I1p1FnyWgSyHKos2RIb5gQQpwHnULDkMYwcPI5usfPd9MCm55DHl2TAKdvXGuuxq8D19m9pkmnBbgkc5jkhtk2j08KY9WrWA1q43WLXsVqoPntJtut+uNLIIBeAYNORaeAQdHeW9RRFLCla+2bwc1d3iS07YbqYm02SXepFt5CPqg9qLVvfQ299vzWJG3iElM8mGwNl6dqtlPsFwc6I+gM2syUOv2J2zqDdltSuBCtQgLaOfD7/WzatIl58+Y1btPpdEydOpV169adtL/P58Pn8zXerq3VvpJ0LrpCO7GgUZMhI83WD1cbbqughrXd1LDWOH5dBcJN9mnymHCooTUJXaEgcO4n6/c5i32CDc2L1vPlNadSb07Ba0rVApgpBZ8lhTpzKj5TKl5zKn6j/fT/wYeBOs+p7+sgPHWnnqY/FtR5zvKT2BlE08/I6T77LxdOJ5re75m0xs+jo+go/y4d9WearoN0O4w+xcAEZ1ChtE5HdcNC4NW+hku/jmqfjuqAQo1PC3BVfp22jh1w1AtHT/uKSkM7PwpacFMagpu+IbjpdSo6tECnV0D3/nsoiqK9oqK9sk5RUBRQUBr/DCmN27TtOoWT/kZ9s+pv/gk7+f5zeZ+9GlrD8xnBYPCTEK4hKVxNYkNLCFeTGDpxOzFcjUN1oiMI9UeAI+fw2mcviJ4QekLotEvFQLhhW1hRUBt+kuGGS7VhlVEVHWrDzyWM9iWs2nj/8WOj+c/tm+vNq2c4fs50/7c/VnR0bp/2mVZVY+NfSwLaOaisrCQUCpGR0XyR6YyMDPLz80/a/6mnnuKxxx47aXvWA1+ctC12uYCKSBchzssvI12AEEIIIcRpuVwuEhISIl3GeZOA1g7mzZvH3LlzG2+Hw2GqqqpISUk5x2/SOi6n00lWVhaHDh3C4ZC1XkTbkWNNtBc51kR7kONMtJdYPNZUVcXlctG1a9dIl9IqJKCdg9TUVPR6PWVlZc22l5WVkZmZedL+ZrMZs7n5CqWJiYltWWLEORyOmPmlFx2bHGuivcixJtqDHGeivcTasRYLPWfHyWwL58BkMjF69GhWrVrVuC0cDrNq1SrGjx8fwcqEEEIIIYQQ0Ux60M7R3LlzmT17NmPGjGHcuHE899xzeDyexlkdhRBCCCGEEKKlJKCdo+uuu46KigoeeeQRSktLGTFiBCtXrjxp4pDOxmw2s2DBgpOGdArR2uRYE+1FjjXRHuQ4E+1FjrWOT1FjZT5KIYQQQgghhIhycg6aEEIIIYQQQnQQEtCEEEIIIYQQooOQgCaEEEIIIYQQHYQENCGEEEIIIYToICSgiRZ78cUX6dmzJxaLhdzcXL766quzetzSpUtRFIVZs2a1bYEiZrT0WKupqWHOnDl06dIFs9lMv379WLFiRTtVK6JZS4+15557jv79+2O1WsnKyuK+++6jvr6+naoV0Wjt2rXMmDGDrl27oigKb7311hkfs2bNGkaNGoXZbKZPnz68+uqrbV6niH4tPdaWLVvGpZdeSlpaGg6Hg/Hjx/PBBx+0T7HilCSgiRZ57bXXmDt3LgsWLGDz5s0MHz6cyy67jPLy8m993P79+/n5z3/OhRde2E6VimjX0mPN7/dz6aWXsn//fv773/+yZ88eXnrpJbp169bOlYto09JjbfHixTz44IMsWLCA3bt38/LLL/Paa68xf/78dq5cRBOPx8Pw4cN58cUXz2r/4uJipk+fzpQpU8jLy+Pee+/l1ltvlQ/O4oxaeqytXbuWSy+9lBUrVrBp0yamTJnCjBkz2LJlSxtXKk5HptkXLZKbm8vYsWNZuHAhAOFwmKysLO6++24efPDBUz4mFApx0UUXccstt/DZZ59RU1NzVt8cis6tpcfaokWL+O1vf0t+fj5Go7G9yxVRrKXH2l133cXu3btZtWpV47b777+fDRs28Pnnn7db3SJ6KYrCm2+++a0jSh544AGWL1/Ojh07Grddf/311NTUsHLlynaoUsSCsznWTmXw4MFcd911PPLII21TmPhW0oMmzprf72fTpk1MnTq1cZtOp2Pq1KmsW7futI97/PHHSU9P58c//nF7lCliwLkca++88w7jx49nzpw5ZGRkMGTIEJ588klCoVB7lS2i0LkcaxMmTGDTpk2NwyD37dvHihUruOKKK9qlZtE5rFu3rtlxCXDZZZd9699bIVpDOBzG5XKRnJwc6VI6LUOkCxDRo7KyklAoREZGRrPtGRkZ5Ofnn/Ixn3/+OS+//DJ5eXntUKGIFedyrO3bt49PPvmEH/3oR6xYsYLCwkLuvPNOAoEACxYsaI+yRRQ6l2Pthz/8IZWVlUyaNAlVVQkGg9xxxx0yxFG0qtLS0lMel06nE6/Xi9VqjVBlItb97ne/w+12c+2110a6lE5LetBEm3G5XNxwww289NJLpKamRrocEePC4TDp6en85S9/YfTo0Vx33XU89NBDLFq0KNKliRizZs0annzySf74xz+yefNmli1bxvLly/nVr34V6dKEEOK8LF68mMcee4zXX3+d9PT0SJfTaUkPmjhrqamp6PV6ysrKmm0vKysjMzPzpP2LiorYv38/M2bMaNwWDocBMBgM7Nmzh969e7dt0SIqtfRYA+jSpQtGoxG9Xt+4beDAgZSWluL3+zGZTG1as4hO53KsPfzww9xwww3ceuutAAwdOhSPx8Ptt9/OQw89hE4n332K85eZmXnK49LhcEjvmWgTS5cu5dZbb+U///nPScNrRfuSvyLirJlMJkaPHt3sxPhwOMyqVasYP378SfsPGDCA7du3k5eX19hmzpzZOCNVVlZWe5YvokhLjzWAiRMnUlhY2PglAEBBQQFdunSRcCZO61yOtbq6upNC2PEvBmTeLdFaxo8f3+y4BPjoo49Oe1wKcT6WLFnCzTffzJIlS5g+fXqky+n0pAdNtMjcuXOZPXs2Y8aMYdy4cTz33HN4PB5uvvlmAG688Ua6devGU089hcViYciQIc0en5iYCHDSdiG+qSXHGsBPf/pTFi5cyM9+9jPuvvtu9u7dy5NPPsk999wTybchokBLj7UZM2bwzDPPMHLkSHJzcyksLOThhx9mxowZzXpwhWjK7XZTWFjYeLu4uJi8vDySk5Pp0aMH8+bN4/Dhw/zjH/8A4I477mDhwoX87//+L7fccguffPIJr7/+OsuXL4/UWxBRoqXH2uLFi5k9ezbPP/88ubm5lJaWAmC1WklISIjIe+j0VCFa6IUXXlB79Oihmkwmddy4cer69esb77v44ovV2bNnn/axs2fPVq+66qq2L1LEhJYea19++aWam5urms1mtVevXuoTTzyhBoPBdq5aRKOWHGuBQEB99NFH1d69e6sWi0XNyspS77zzTrW6urr9CxdRY/Xq1SpwUjt+bM2ePVu9+OKLT3rMiBEjVJPJpPbq1Ut95ZVX2r1uEX1aeqxdfPHF37q/aH+yDpoQQgghhBBCdBByDpoQQgghhBBCdBAS0IQQQgghhBCig5CAJoQQQgghhBAdhAQ0IYQQQgghhOggJKAJIYQQQgghRAchAU0IIYQQQgghOggJaEIIIYQQQgjRQUhAE0IIIYQQQogOQgKaEEIIIYQQQnQQEtCEEEIIIYQQooOQgCaEEEIIIYQQHYQENCGEEEIIIYToIP4/T8T+ViOm8dsAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(3, sharex=True, sharey=True, tight_layout=True, figsize=(8, 8))\n", "\n", "axs[0].set_xlim((min_dists, max_dists))\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " distances = dists_to_global_mean[treatment][line][\n", " ~gs.isnan(dists_to_global_mean[treatment][line])\n", " ]\n", " color = f\"C{j}\"\n", " axs[i].hist(\n", " distances, bins=20, alpha=0.4, density=True, color=color, label=line\n", " )\n", " kde = stats.gaussian_kde(distances)\n", " axs[i].plot(xx, kde(xx), color=color)\n", "\n", " axs[i].set_title(f\"{treatment} cells\", fontsize=14)\n", " axs[i].set_ylabel(\"Fraction of cells\", fontsize=14)\n", " axs[i].legend(fontsize=12)\n", "\n", "fig.suptitle(\"Histograms of srv distances (a=1, b=0.5) to global mean cell\", fontsize=20)\n", "plt.savefig(\"dist_to_global_mean_per_class2.svg\")" ] }, { "cell_type": "markdown", "id": "4941a8d2", "metadata": {}, "source": [ "For the treatments jasp and cytd, it seems indeed that the bimodality is explained by the two cell lines." ] }, { "cell_type": "markdown", "id": "784f3c7b", "metadata": {}, "source": [ "In order to better understand which cells correspond to which distance, on the above plot, we run the following code. This code find a given number of quantiles within the distance's histogram, and plots the corresponding cell, for each treatment and each cell line." ] }, { "cell_type": "code", "execution_count": 36, "id": "ec616080", "metadata": { "scrolled": false, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_quantiles = 10\n", "fig, axes = plt.subplots(\n", " nrows=len(TREATMENTS) * len(LINES),\n", " ncols=n_quantiles,\n", " figsize=(20, 2 * len(LINES) * len(TREATMENTS)),\n", ")\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " dists_list = dists_to_global_mean[treatment][line]\n", " dists_list = [d + 0.0001 * gs.random.rand(1)[0] for d in dists_list]\n", " cells_list = list(ds_align[treatment][line])\n", " assert len(dists_list) == len(dists_list)\n", " n_cells = len(dists_list)\n", "\n", " zipped_lists = zip(dists_list, cells_list)\n", " sorted_pairs = sorted(zipped_lists)\n", "\n", " tuples = zip(*sorted_pairs)\n", " sorted_dists_list, sorted_cells_list = [list(t) for t in tuples]\n", " for i_quantile in range(n_quantiles):\n", " quantile = int(0.1 * n_cells * i_quantile)\n", " one_cell = sorted_cells_list[quantile]\n", " ax = axes[2 * i + j, i_quantile]\n", " ax.plot(one_cell[:, 0], one_cell[:, 1], c=f\"C{j}\")\n", " ax.set_title(f\"0.{i_quantile} quantile\", fontsize=14)\n", " # ax.axis(\"off\")\n", " # Turn off tick labels\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.spines[\"top\"].set_visible(False)\n", " ax.spines[\"right\"].set_visible(False)\n", " ax.spines[\"bottom\"].set_visible(False)\n", " ax.spines[\"left\"].set_visible(False)\n", " if i_quantile == 0:\n", " ax.set_ylabel(f\"{treatment}-{line}\", rotation=90, fontsize=18)\n", "plt.tight_layout()\n", "plt.suptitle(f\"Quantiles for srv metric (a=1, b=0.5)\", y=-0.01, fontsize=24)\n", "plt.savefig(\"quantiles.svg\")" ] }, { "cell_type": "markdown", "id": "7533015b", "metadata": {}, "source": [ "# Changing the Metric on the Space of Cell Shapes\n", "\n", "What happens if we change the metric on the space of cell shapes? E.g. if we penalize bending more, such that paths (of cell shapes) that bend the boundary of the cells have a longer \"length\" in th shape space.\n", "\n", "We define the elastic metric, as a generalization of the srv metric --- with two hyperparameters a and b that penalize bending and stretching. The case a=1 and b=1/2 corresponds to the srv metric we have used until now." ] }, { "cell_type": "code", "execution_count": 37, "id": "2e4187d3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from geomstats.geometry.discrete_curves import ElasticMetric\n", "\n", "a = 3\n", "b = 1\n", "\n", "CURVES_SPACE_ELASTIC = DiscreteCurves(Euclidean(dim=2), k_sampling_points=200, equip=False)\n", "CURVES_SPACE_ELASTIC.equip_with_metric(ElasticMetric, a=a, b=b)" ] }, { "cell_type": "code", "execution_count": 38, "id": "cf57c0e9", "metadata": {}, "outputs": [], "source": [ "elastic_dists_to_global_mean = apply_func_to_ds(\n", " ds_align, func=lambda x: CURVES_SPACE_ELASTIC.metric.dist(x, mean_estimate_aligned)\n", ")\n", "\n", "elastic_dists_to_global_mean_list = []\n", "for t in TREATMENTS:\n", " for l in LINES:\n", " elastic_dists_to_global_mean_list.extend(elastic_dists_to_global_mean[t][l])" ] }, { "cell_type": "code", "execution_count": 39, "id": "67ca5f0c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.8661587455377187 3.103265148539176\n" ] } ], "source": [ "elastic_min_dists = min(elastic_dists_to_global_mean_list)\n", "elastic_max_dists = max(elastic_dists_to_global_mean_list)\n", "print(elastic_min_dists, elastic_max_dists)\n", "elastic_xx = gs.linspace(gs.floor(elastic_min_dists), gs.ceil(elastic_max_dists), 100)" ] }, { "cell_type": "code", "execution_count": 40, "id": "74967301", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, sharex=True, sharey=True, tight_layout=True, figsize=(8, 4))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " distances = []\n", " for j, line in enumerate(LINES):\n", " distances.extend(\n", " elastic_dists_to_global_mean[treatment][line][\n", " ~gs.isnan(elastic_dists_to_global_mean[treatment][line])\n", " ]\n", " )\n", " color = \"C\" + str(2 + i)\n", " axs.hist(distances, bins=20, alpha=0.4, density=True, color=color, label=treatment)\n", " kde = stats.gaussian_kde(distances)\n", " axs.plot(elastic_xx, kde(elastic_xx), color=color)\n", " axs.set_xlim((elastic_min_dists, elastic_max_dists))\n", " axs.legend(fontsize=12)\n", "\n", " axs.set_title(f\"{treatment} cells\", fontsize=14)\n", " axs.set_ylabel(\"Fraction of cells\", fontsize=14)\n", "\n", "\n", "fig.suptitle(f\"Histograms of elastic (a={a}, b={b}) distances to global mean cell\", fontsize=20)\n", "plt.savefig(f\"dist_to_global_mean_per_treatment2_a{a}_b{b}.svg\")" ] }, { "cell_type": "code", "execution_count": 41, "id": "8a4681ae", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(3, sharex=True, sharey=True, tight_layout=True, figsize=(8, 8))\n", "\n", "axs[0].set_xlim((elastic_min_dists, elastic_max_dists))\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " distances = elastic_dists_to_global_mean[treatment][line][\n", " ~gs.isnan(elastic_dists_to_global_mean[treatment][line])\n", " ]\n", " color = f\"C{j}\"\n", " axs[i].hist(\n", " distances, bins=20, alpha=0.4, density=True, color=color, label=line\n", " )\n", " kde = stats.gaussian_kde(distances)\n", " axs[i].plot(elastic_xx, kde(elastic_xx), color=color)\n", "\n", " axs[i].set_title(f\"{treatment} cells\", fontsize=14)\n", " axs[i].set_ylabel(\"Fraction of cells\", fontsize=14)\n", " axs[i].legend(fontsize=12)\n", "\n", "fig.suptitle(f\"Histograms of elastic (a={a}, b={b}) distances to global mean cell\", fontsize=20)\n", "plt.savefig(f\"dist_to_global_mean_per_class2_a{a}_b{b}.svg\")" ] }, { "cell_type": "code", "execution_count": 42, "id": "ed64446f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# n_quantiles = 10\n", "fig, axes = plt.subplots(\n", " nrows=len(TREATMENTS) * len(LINES),\n", " ncols=n_quantiles,\n", " figsize=(20, 2 * len(LINES) * len(TREATMENTS)),\n", ")\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " elastic_dists_list = elastic_dists_to_global_mean[treatment][line]\n", " elastic_dists_list = [d + 0.0001 * gs.random.rand(1)[0] for d in elastic_dists_list]\n", " cells_list = list(ds_align[treatment][line])\n", " assert len(elastic_dists_list) == len(elastic_dists_list)\n", " n_cells = len(elastic_dists_list)\n", "\n", " zipped_lists = zip(elastic_dists_list, cells_list)\n", " sorted_pairs = sorted(zipped_lists)\n", "\n", " tuples = zip(*sorted_pairs)\n", " sorted_dists_list, sorted_cells_list = [list(t) for t in tuples]\n", " for i_quantile in range(n_quantiles):\n", " quantile = int(0.1 * n_cells * i_quantile)\n", " one_cell = sorted_cells_list[quantile]\n", " ax = axes[2 * i + j, i_quantile]\n", " ax.plot(one_cell[:, 0], one_cell[:, 1], c=f\"C{j}\")\n", " ax.set_title(f\"0.{i_quantile} quantile\", fontsize=14)\n", " # ax.axis(\"off\")\n", " # Turn off tick labels\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.spines[\"top\"].set_visible(False)\n", " ax.spines[\"right\"].set_visible(False)\n", " ax.spines[\"bottom\"].set_visible(False)\n", " ax.spines[\"left\"].set_visible(False)\n", " if i_quantile == 0:\n", " ax.set_ylabel(f\"{treatment}-{line}\", rotation=90, fontsize=18)\n", "plt.tight_layout()\n", "plt.suptitle(f\"Quantiles for Elastic Metric (a={a}, b={b})\", y=-0.01, fontsize=24)\n", "plt.savefig(f\"elastic_quantiles_a{a}_b{b}.svg\")" ] }, { "cell_type": "markdown", "id": "f9fe46f4", "metadata": {}, "source": [ "# Hypothesis Testing on Equality of Means" ] }, { "cell_type": "markdown", "id": "76a9ba83", "metadata": {}, "source": [ "The histograms above qualitatively show that the subgroups of treatments and cell lines have different mean distances to the global mean shape: the averages of the histograms above differ.\n", "\n", "To evaluate this fact quantitatively, we perform a hypothesis test. Specifically, we test the null hypothesis that two subgroups are at the same distance to the mean global shape. \n", "\n", "This is realized through a t-test with unequal variances. We choose a significance level of 0.01. The p-values that are lower than this significance level, after correction for multiple hypothesis testing, correspond to the tests that reject the null hypothesis and thus demonstrate an inequality of means at 0.01." ] }, { "cell_type": "code", "execution_count": 43, "id": "53d85c8e", "metadata": {}, "outputs": [], "source": [ "import scipy" ] }, { "cell_type": "code", "execution_count": 44, "id": "f243ca51", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: dlm8 vs dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-7.119641927083624, pvalue=3.0954021594097243e-12, df=601.821812334073)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "line_1, line_2 = LINES\n", "\n", "print(f\"\\n --- Test equality of means: {line_1} vs {line_2}\")\n", "dists_1 = []\n", "for treatment_1 in TREATMENTS:\n", " dists_1.extend(dists_to_global_mean[treatment_1][line_1])\n", "dists_1 = gs.array(dists_1)\n", "\n", "dists_2 = []\n", "for treatment_2 in TREATMENTS:\n", " dists_2.extend(dists_to_global_mean[treatment_2][line_2])\n", "dist_2 = gs.array(dists_2)\n", "\n", "display(scipy.stats.ttest_ind(dists_1, dists_2, equal_var=False))" ] }, { "cell_type": "code", "execution_count": 45, "id": "b380f5db", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control vs cytd\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-18.91033116839886, pvalue=1.5942047693178366e-51, df=272.537293447805)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control vs jasp\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-9.029282700140131, pvalue=2.018213894034199e-17, df=304.63782613884155)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd vs jasp\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=10.293250508487535, pvalue=1.2621209911040707e-21, df=316.70165636925606)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "!! Correct for multiple hypothesis testing with Bonferroni correction, by multiplying the p-values by 3 \n" ] } ], "source": [ "count = 0\n", "\n", "from itertools import combinations\n", "\n", "for two_treatments in combinations(TREATMENTS, 2):\n", " treatment_1, treatment_2 = two_treatments\n", "\n", " print(f\"\\n --- Test equality of means: {treatment_1} vs {treatment_2}\")\n", " dists_1 = []\n", " for line_1 in LINES:\n", " dists_1.extend(dists_to_global_mean[treatment_1][line_1])\n", " dists_1 = gs.array(dists_1)\n", "\n", " dists_2 = []\n", " for line_2 in LINES:\n", " dists_2.extend(dists_to_global_mean[treatment_2][line_2])\n", " dist_2 = gs.array(dists_2)\n", "\n", " display(scipy.stats.ttest_ind(dists_1, dists_2, equal_var=False))\n", " count += 1\n", "print(\n", " f\"!! Correct for multiple hypothesis testing with Bonferroni correction,\"\n", " f\" by multiplying the p-values by {count} \"\n", ")" ] }, { "cell_type": "code", "execution_count": 46, "id": "4ff37d6b", "metadata": {}, "outputs": [], "source": [ "TREATMENT_LINE_CLASSES = set([(t, l) for t in TREATMENTS for l in LINES])" ] }, { "cell_type": "code", "execution_count": 47, "id": "04acb0be", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs jasp-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=10.620144035734349, pvalue=2.6930383406537364e-20, df=160.7787112628514)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs control-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=25.733072716232908, pvalue=1.2147188349651639e-56, df=148.72020192652585)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=6.713758706735647, pvalue=3.997115302750872e-10, df=144.92261380898483)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=20.31432725147372, pvalue=2.252938903820217e-49, df=188.68442098628202)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs jasp-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=21.225328407947355, pvalue=1.986807124963176e-47, df=152.85076942525558)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dunn vs control-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=19.229819430219838, pvalue=6.473316760278353e-47, df=195.0642333580705)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dunn vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-0.4573842766431796, pvalue=0.6482733344380001, df=112.96066271339437)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dunn vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=12.505967524150524, pvalue=1.2633229491333856e-28, df=270.4187382156102)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dunn vs jasp-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=13.823886158709499, pvalue=1.3180986251513484e-27, df=134.6358168194752)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-11.070853589195249, pvalue=2.426787682326586e-19, df=105.01458635645852)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-5.024339985563292, pvalue=8.483653891852384e-07, df=314.86447566531433)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs jasp-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-2.662042757838693, pvalue=0.00880250081286611, df=123.24797534946165)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dlm8 vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=7.880739330613508, pvalue=1.6113498589931301e-12, df=120.74115274332416)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dlm8 vs jasp-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=8.932180097318069, pvalue=5.7842919303759005e-15, df=120.42923401288256)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dunn vs jasp-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=1.8913523475476266, pvalue=0.06028562535773443, df=169.2453292646359)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "!! Correct for multiple hypothesis testing with Bonferroni correction, by multiplying the p-values by 15 \n" ] } ], "source": [ "count = 0\n", "\n", "for two_classes in combinations(TREATMENT_LINE_CLASSES, 2):\n", " class_1, class_2 = two_classes\n", " treatment_1, line_1 = class_1\n", " treatment_2, line_2 = class_2\n", " print(\n", " f\"\\n --- Test equality of means: {treatment_1}-{line_1} vs {treatment_2}-{line_2}\"\n", " )\n", " display(\n", " scipy.stats.ttest_ind(\n", " dists_to_global_mean[treatment_1][line_1],\n", " dists_to_global_mean[treatment_2][line_2],\n", " equal_var=False,\n", " )\n", " )\n", " count += 1\n", "print(\n", " f\"!! Correct for multiple hypothesis testing with Bonferroni correction,\"\n", " f\" by multiplying the p-values by {count} \"\n", ")" ] }, { "cell_type": "markdown", "id": "62a8ce4a", "metadata": {}, "source": [ "# Visualization of the Mean of each Treatment" ] }, { "cell_type": "markdown", "id": "496700d1", "metadata": {}, "source": [ "The mean distances to the global mean shape differ. We also plot the mean shape for each of the subgroup, to get intuition on how the mean shape of each subgroup looks like." ] }, { "cell_type": "code", "execution_count": 48, "id": "3a44fce7", "metadata": {}, "outputs": [], "source": [ "mean_treatment_cells = {}\n", "for treatment in TREATMENTS:\n", " treatment_cells = []\n", " for line in LINES:\n", " treatment_cells.extend(ds_align[treatment][line])\n", " mean_estimator = FrechetMean(CURVES_SPACE_SRV)\n", " mean_estimator.fit(gs.array(treatment_cells[:30]))\n", " mean_treatment_cells[treatment] = mean_estimator.estimate_" ] }, { "cell_type": "code", "execution_count": 49, "id": "f0b4b4b1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 4))\n", "count = 1\n", "for treatment in TREATMENTS:\n", " mean_cell = mean_treatment_cells[treatment]\n", " fig.add_subplot(1, len(TREATMENTS), count)\n", " count += 1\n", " plt.plot(mean_cell[:, 0], mean_cell[:, 1], color=f\"C2\")\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " plt.title(f\"Mean {treatment}\", fontsize=20)\n", "plt.savefig(\"cancer_mean_treatment_cells.svg\")" ] }, { "cell_type": "code", "execution_count": 50, "id": "928cf2ab", "metadata": {}, "outputs": [], "source": [ "mean_line_cells = {}\n", "for line in LINES:\n", " line_cells = []\n", " for treatment in TREATMENTS:\n", " line_cells.extend(ds_align[treatment][line])\n", " mean_estimator = FrechetMean(CURVES_SPACE_SRV)\n", " mean_estimator.fit(gs.array(line_cells[:225]))\n", " mean_line_cells[line] = mean_estimator.estimate_" ] }, { "cell_type": "code", "execution_count": 51, "id": "8f53c757", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 4))\n", "count = 1\n", "for line in LINES:\n", " mean_cell = mean_line_cells[line]\n", " fig.add_subplot(1, len(LINES), count)\n", " count += 1\n", " plt.plot(mean_cell[:, 0], mean_cell[:, 1], color=f\"C1\")\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " plt.title(f\"Mean {line}\", fontsize=20)\n", "plt.savefig(\"cancer_mean_line_cells.svg\")" ] }, { "cell_type": "code", "execution_count": 52, "id": "3a2d27bd", "metadata": {}, "outputs": [], "source": [ "mean_cells = {}\n", "for treatment in TREATMENTS:\n", " mean_cells[treatment] = {}\n", " for line in LINES:\n", " mean_estimator = FrechetMean(CURVES_SPACE_SRV)\n", " mean_estimator.fit(ds_align[treatment][line][:20])\n", " mean_cells[treatment][line] = mean_estimator.estimate_" ] }, { "cell_type": "code", "execution_count": 53, "id": "6af22122", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(16, 6))\n", "count = 1\n", "for treatment in TREATMENTS:\n", " for j, line in enumerate(LINES):\n", " mean_cell = mean_cells[treatment][line]\n", " fig.add_subplot(len(TREATMENTS), len(LINES), count)\n", " count += 1\n", " plt.plot(mean_cell[:, 0], mean_cell[:, 1], color=f\"C{j}\")\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " plt.title(f\"{treatment} - {line}\", fontsize=20)\n", "plt.savefig(\"cancer_mean_cells.svg\")" ] }, { "cell_type": "markdown", "id": "4de60bc3", "metadata": {}, "source": [ "While the mean shapes of the control groups (for both cell lines) look regular, we observe that:\n", "- the mean shape for cytd is the most irregular (for both cell lines)\n", "- while the mean shape for jasp is more elongated for dlm8 cell line, and more irregular for dunn cell line." ] }, { "cell_type": "markdown", "id": "7d6f6f42", "metadata": {}, "source": [ "# Distance of the Cell Shapes to their Own Mean Shape" ] }, { "cell_type": "markdown", "id": "121ddb01", "metadata": {}, "source": [ "Lastly, we evaluate how each subgroup of cell shapes is distributed around the mean shape of their specific subgroup." ] }, { "cell_type": "code", "execution_count": 54, "id": "328a1783", "metadata": {}, "outputs": [], "source": [ "dists_to_own_mean = {}\n", "nan_ids = {}\n", "for treatment in TREATMENTS:\n", " dists_to_own_mean[treatment] = {}\n", " nan_ids[treatment] = {}\n", " for line in LINES:\n", " dists = []\n", " ids = []\n", " for i_curve, curve in enumerate(ds_align[treatment][line]):\n", " one_dist = CURVES_SPACE_SRV.metric.dist(curve, mean_cells[treatment][line])\n", " if ~gs.isnan(one_dist):\n", " dists.append(one_dist)\n", " else:\n", " ids.append(i_curve)\n", " dists_to_own_mean[treatment][line] = dists\n", " nan_ids[treatment][line] = ids" ] }, { "cell_type": "code", "execution_count": 55, "id": "7b0402bb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(3, sharex=True, sharey=True, tight_layout=True, figsize=(8, 8))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " distances = dists_to_own_mean[treatment][line]\n", " color = f\"C{j}\"\n", " axs[i].hist(\n", " distances, bins=20, alpha=0.4, density=True, color=color, label=line\n", " )\n", " kde = stats.gaussian_kde(distances)\n", " axs[i].plot(xx, kde(xx), color=color)\n", "\n", " axs[i].set_title(f\"{treatment} cells\", fontsize=14)\n", " axs[i].set_ylabel(\"Fraction of cells\", fontsize=14)\n", " axs[i].legend(fontsize=12)\n", "\n", "fig.suptitle(\"Histograms of elastic distances to *own* mean cell\", fontsize=20)\n", "plt.savefig(\"dist_to_own_mean.svg\")" ] }, { "cell_type": "markdown", "id": "e3054b08", "metadata": {}, "source": [ "Qualitatively, it seems that the control cells and the cells treated with cytd show the most variability in shape. The distributions of distances are more peaked for the cells treated with jasp, which indicates a lower variability in shape. We can hypothesize that the treatment jasp has an effect on the cell's cytoskeleton, in that it will constrain it, closer to its subgroup's mean shape." ] } ], "metadata": { "backends": [ "numpy", "autograd" ], "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 5 }