{ "cells": [ { "cell_type": "markdown", "id": "9116e260", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# scQUEST Tutorial" ] }, { "cell_type": "markdown", "id": "bd5a01de", "metadata": {}, "source": [ "In this tutorial we give detailed step-by-step instructions on how to use scQUEST to explore heterogeneity from large, heterogeneous mass or flow cytometry datasets. Often, these \"atlas\" datasets consist of single-cell profiles from multiple patients that collectively describe disease ecosystems. We showcase scQUEST using our previously generated single-cell atlas of breast cancer heterogeneity from ([Wagner et al.,2019](https://www.cell.com/cell/fulltext/S0092-8674(19)30267-3)). The dataset contains 226 samples of mass cytometry (CyTOF) measurements of 163 breast cancer patients, with samples originating either from the tumor (T) or the juxta-tumoral non-tumor tissue (N). Additional measurements of mammoplasty are also available (H)." ] }, { "cell_type": "markdown", "id": "f0b99e35", "metadata": {}, "source": [ "## Import needed packages " ] }, { "cell_type": "code", "execution_count": 1, "id": "f2ac8069", "metadata": {}, "outputs": [], "source": [ "import scQUEST as scq\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import pandas as pd\n", "import numpy as np\n", "from sklearn.preprocessing import MinMaxScaler\n", "from sklearn.metrics import confusion_matrix, roc_curve\n", "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "markdown", "id": "1be6faae", "metadata": {}, "source": [ "## Step 1: Load and explore CyTOF dataset \n", "scQUEST is based on [annData](https://www.biorxiv.org/content/10.1101/2021.12.16.473007v1), a popular Python library for single-cell analysis. The CyTOF dataset that we will use for this tutorial is pre-uploaded in scQUEST and can be easily imported as an annData object. If you have never used annData before, we highly recommend checking this [simple tutorial](https://anndata-tutorials.readthedocs.io/en/latest/getting-started.html) in the annData [online documentation](https://anndata.readthedocs.io/en/latest/) to familiarize yourself with the structure of the annData object. A basic understanding of [numpy](https://numpy.org/doc/stable/reference/generated/numpy.arcsinh.html) and [pandas](https://pandas.pydata.org/) will also help you explore the data stored in the annData object. \n", "\n", "Exploring the annData object we see that it contains 13,384,828 single-cell measurements of 68 channels (stored in `.X`), with channel annotation stored in `.var`. Cell-level annotation is stored in `.obs` and includes various patient metadata, such as tissue type of origin (`H, N, T`), histopathology, grade or patient ID (`patient_number`). " ] }, { "cell_type": "code", "execution_count": 2, "id": "227e626e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 13384828 × 68\n", " obs: 'tissue_type', 'patient_number', 'breast', 'tumor_region', 'plate', 'plate_location', 'gadolinium_status', 'fcs_file', 'Health Status', 'Gender', 'Age at Surgery', 'Menopause Status', 'Histopathology', 'T Staging', 'N Staging', 'M Staging', 'Grade', 'Grade comment', 'Lymph Node Status (L)', 'Resection', 'Estrogen Receptor Status by IHC', 'Estrogen Receptor IRS Score', 'Estrogen Receptor percent positive cells by IHC', 'Progesterone Receptor Status by IHC', 'Progesterone Receptor IRS Score', 'Progesterone Receptor percent positive cells by IHC', 'HER2 Status by IHC', 'HER2 IHC Score', 'HER2 Status by FISH or SISH', 'Ki-67 percent positive cells by IHC', 'Clinical subtype derived from the receptor status', 'Neoadjuvant Therapy Received', 'Previous Cancer Incidences'\n", " var: 'channel', 'desc'\n", " uns: 'fcs_header'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ad = scq.dataset.breastCancerAtlasRaw()\n", "ad" ] }, { "cell_type": "markdown", "id": "6394f81a", "metadata": {}, "source": [ " We can easily see that the data contain 226 files originating from 163 patients:" ] }, { "cell_type": "code", "execution_count": 3, "id": "1102fa45", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of unique files: 226\n", "Number of unique patients: 163\n" ] } ], "source": [ "print(\"Number of unique files: \" + str(len(ad.obs[\"fcs_file\"].unique())))\n", "print(\"Number of unique patients: \" + str(len(ad.obs[\"patient_number\"].unique())))" ] }, { "cell_type": "markdown", "id": "f9463ef2", "metadata": {}, "source": [ "## Step 2: Cell type identification\n", "In this step we show how one can use scQUEST to identify cell populations of interest among millions of highly multiplexed single-cell profiles. We are specifically interested in identifying all cells with an epithelial phenotype among the ~13.5 million cells. To achieve this, we will first load a smaller, already annotated dataset (`ad_anno`) that contains 687,161 cells that have been previously clustered and annotated into distinct cell type. This dataset will serve as training data to train a neural network classifier that can then in turn be used to classify all ~13.5 million cells into epithelial/non-epithelial. \n", "\n", "\n", "### Load and explore the pre-annotated dataset `ad_anno`" ] }, { "cell_type": "code", "execution_count": 4, "id": "e7e74794", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 687161 × 68\n", " obs: 'tissue_type', 'patient_number', 'breast', 'tumor_region', 'plate', 'plate_location', 'fcs_file', 'cluster', 'celltype', 'celltype_class', 'Health Status', 'Gender', 'Age at Surgery', 'Menopause Status', 'Histopathology', 'T Staging', 'N Staging', 'M Staging', 'Grade', 'Grade comment', 'Lymph Node Status (L)', 'Resection', 'Estrogen Receptor Status by IHC', 'Estrogen Receptor IRS Score', 'Estrogen Receptor percent positive cells by IHC', 'Progesterone Receptor Status by IHC', 'Progesterone Receptor IRS Score', 'Progesterone Receptor percent positive cells by IHC', 'HER2 Status by IHC', 'HER2 IHC Score', 'HER2 Status by FISH or SISH', 'Ki-67 percent positive cells by IHC', 'Clinical subtype derived from the receptor status', 'Neoadjuvant Therapy Received', 'Previous Cancer Incidences'\n", " var: 'channel', 'desc'\n", " uns: 'fcs_header'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ad_anno = scq.dataset.breastCancerAtlas()\n", "ad_anno" ] }, { "cell_type": "markdown", "id": "cecba94d", "metadata": {}, "source": [ "The single-cell data have been previously clustered in 42 clusters (cluster id found in `obs['cluster']`), and the clusters have been annotated by `celltype` and `celltype_class` included in `.obs`:" ] }, { "cell_type": "code", "execution_count": 5, "id": "2f22c23e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of unique clusters: 42\n" ] } ], "source": [ "print(\"Number of unique clusters: \" + str(len(ad_anno.obs[\"cluster\"].unique())))" ] }, { "cell_type": "code", "execution_count": 6, "id": "71af6c8e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of cells per cell type:\n", "Leukocyte 211762\n", "Epithelial 202882\n", "Apoptotic 100724\n", "Other 99435\n", "Fibroblast 50045\n", "Endothelial 22313\n", "Name: celltype, dtype: int64\n" ] } ], "source": [ "print(\"Number of cells per cell type:\\n\" + str(ad_anno.obs[\"celltype\"].value_counts()))" ] }, { "cell_type": "code", "execution_count": 7, "id": "6ea9626f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epithelial/non-epithelial cells:\n", "nonepithelial 484279\n", "epithelial 202882\n", "Name: celltype_class, dtype: int64\n" ] } ], "source": [ "print(\n", " \"Epithelial/non-epithelial cells:\\n\"\n", " + str(ad_anno.obs[\"celltype_class\"].value_counts())\n", ")" ] }, { "cell_type": "markdown", "id": "98199609", "metadata": {}, "source": [ "### Prepare dataset for classification\n", "Let's prepare the dataset for classification by first selecting a list of markers that we will use for training the classifier. " ] }, { "cell_type": "code", "execution_count": 8, "id": "23e1472d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['139La_H3K27me3', '141Pr_K5', '142Nd_PTEN', '143Nd_CD44', '144Nd_K8K18', '145Nd_CD31', '146Nd_FAP', '147Sm_cMYC', '148Nd_SMA', '149Sm_CD24', '150Nd_CD68', '151Eu_HER2', '152Sm_AR', '153Eu_BCL2', '154Sm_p53', '155Gd_EpCAM', '156Gd_CyclinB1', '158Gd_PRB', '159Tb_CD49f', '160Gd_Survivin', '161Dy_EZH2', '162Dy_Vimentin', '163Dy_cMET', '164Dy_AKT', '165Ho_ERa', '166Er_CA9', '167Er_ECadherin', '168Er_Ki67', '169Tm_EGFR', '170Er_K14', '171Yb_HLADR', '172Yb_clCASP3clPARP1', '173Yb_CD3', '174Yb_K7', '175Lu_panK', '176Yb_CD45']\n" ] } ], "source": [ "# define the markers used in the classifier\n", "marker = scq.utils.DEFAULT_MARKER_CLF\n", "print(marker)" ] }, { "cell_type": "markdown", "id": "197bd1f2", "metadata": {}, "source": [ "To train your model on a custom list of markers, replace `'marker1'`,`'marker2'` etc in the cell below with your desired markers names. \n", "\n", "**Attention**: marker names should be as they appear in `ad_anno.var['desc']`" ] }, { "cell_type": "code", "execution_count": 9, "id": "2447eff4", "metadata": {}, "outputs": [], "source": [ "# marker = ['marker1','marker2','marker3'] <------remove comment and replace with your marker names" ] }, { "cell_type": "markdown", "id": "4aebbb80", "metadata": {}, "source": [ "In a next step we annotate the markers in `ad_anno.var` that are used for the classification and subset the annData object to only contain these markers. In this example dataset the marker name is given by the `desc` column." ] }, { "cell_type": "code", "execution_count": 10, "id": "cb9e8e36", "metadata": {}, "outputs": [], "source": [ "# get only the channels needed for classification\n", "mask = []\n", "for m in marker:\n", " mask.append(ad_anno.var.desc.str.contains(m))\n", "mask = pd.concat(mask, axis=1)\n", "mask = mask.any(1)\n", "ad_anno.var[\"used_in_clf\"] = mask" ] }, { "cell_type": "code", "execution_count": 11, "id": "677b81c9", "metadata": {}, "outputs": [], "source": [ "ad_anno = ad_anno[:, ad_anno.var.used_in_clf]\n", "ad_anno.obs[\"is_epithelial\"] = (ad_anno.obs.celltype_class == \"epithelial\").astype(int)" ] }, { "cell_type": "markdown", "id": "1e126bb0", "metadata": {}, "source": [ "Apply the inverse hyperbolic sine (arcsinh) transformation and save the transformed data in a new layer of the AnnData object" ] }, { "cell_type": "code", "execution_count": 12, "id": "fe595819", "metadata": {}, "outputs": [], "source": [ "# get raw data and arcsinh-transform using a cofactor of 5\n", "X = ad_anno.X.copy()\n", "cofactor = 5\n", "np.divide(X, cofactor, out=X)\n", "np.arcsinh(X, out=X)\n", "\n", "# add transformed data to a separate layer in the annData object\n", "ad_anno.layers[\"arcsinh\"] = X\n", "\n", "# min-max normalization\n", "minMax = MinMaxScaler()\n", "X = minMax.fit_transform(X)\n", "ad_anno.layers[\"arcsinh_norm\"] = X" ] }, { "cell_type": "markdown", "id": "8e5354b8", "metadata": {}, "source": [ "Before we train the classifier, let's visualize the data distribution per class. " ] }, { "cell_type": "code", "execution_count": 13, "id": "9a4d7e6c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# create a pandas dataframe with data for plotting with seaborn\n", "df = pd.DataFrame(data=ad_anno.layers[\"arcsinh\"], columns=ad_anno.var.desc)\n", "df.insert(0, \"epithelial\", ad_anno.obs.is_epithelial.values)\n", "# sample 100,000 cells per category\n", "df_plot = df.groupby(\"epithelial\").sample(n=10000)\n", "\n", "fig = plt.figure(figsize=(20, 20))\n", "for m in range(1, df_plot.shape[1]):\n", " plt.subplot(6, 6, m)\n", " sns.histplot(data=df_plot, x=df_plot.columns[m], hue=\"epithelial\", stat=\"percent\")\n", " plt.title(df_plot.columns[m])\n", " plt.xlim([-0.5, 8])\n", " plt.xlabel(\"\")\n", "\n", "plt.savefig(\"marker_hist_annotated.pdf\", dpi=300)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "631bd18d", "metadata": {}, "source": [ "### Train the neural network classifier\n", "We will next train a simple neural network classifier using the annotated data. We first initialize the model by defining the dimensions of the input layer equal to the number of markers in the training data. By default, the model architecture consists of 1 hidden layer of 20 neurons, (with a ReLU activation function) and one output layer of one neuron. The dataset is split in a stratified fashion into training (50%), validation (25%), and test (25%) sets. The classifier is trained using the scaled conjugate gradient method, and its performance is evaluated using a standard cross-entropy loss function. We also use an early stopping criterion by terminating training when the model's performance fails to improve for 10 consecutive runs. For reproducibility, you can also optionally set a `seed`. " ] }, { "cell_type": "code", "execution_count": 14, "id": "0910c500-41db-41b0-a785-a00a4233195b", "metadata": {}, "outputs": [], "source": [ "# define early stopping criterion\n", "from pytorch_lightning.callbacks.early_stopping import EarlyStopping\n", "\n", "es = EarlyStopping(monitor=\"val_loss\", mode=\"min\", min_delta=1e-3, patience=10)" ] }, { "cell_type": "code", "execution_count": 15, "id": "2ef9d055", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", "HPU available: False, using: 0 HPUs\n", "\n", " | Name | Type | Params\n", "------------------------------------------------------\n", "0 | model | DefaultCLF | 782 \n", "1 | loss | CrossEntropyLoss | 0 \n", "2 | metric_accuracy | Accuracy | 0 \n", "3 | metric_f1score | F1Score | 0 \n", "4 | metric_precision | Precision | 0 \n", "5 | metric_recall | Recall | 0 \n", "------------------------------------------------------\n", "782 Trainable params\n", "0 Non-trainable params\n", "782 Total params\n", "0.003 Total estimated model params size (MB)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Sanity Checking: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9b0efc9ae41944fab2619e8522350b02", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Training: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "59d141e45dd6412c973996edef02c26d", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Testing: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " Test metric DataLoader 0\n", "────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " test_loss 0.014771309681236744\n", " test_metric_accuracy 0.9948338866233826\n", " test_metric_f1score 0.9948338866233826\n", " test_metric_precision 0.9948338866233826\n", " test_metric_recall 0.9948338866233826\n", "────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n" ] } ], "source": [ "# initialize model and train classifier\n", "clf = scq.Classifier(n_in=ad_anno.shape[1], seed=1)\n", "clf.fit(\n", " ad_anno,\n", " layer=\"arcsinh_norm\",\n", " target=\"is_epithelial\",\n", " callbacks=[es],\n", " max_epochs=20,\n", " seed=1,\n", ")" ] }, { "cell_type": "markdown", "id": "95ae94e5", "metadata": {}, "source": [ "By observing the results, we see that the model achieves a 99.5% accuracy and 99.5% precision in the test set. Let's explore the model's performance in more detail by plotting the loss, the confusion matrix and the ROC curve:" ] }, { "cell_type": "code", "execution_count": 16, "id": "fcc280a9", "metadata": { "code_folding": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# examine model performance\n", "hist = clf.logger.history\n", "fit_loss = pd.DataFrame.from_records(hist[\"fit_loss\"], columns=[\"step\", \"loss\"]).assign(\n", " stage=\"fit\"\n", ")\n", "val_loss = pd.DataFrame.from_records(hist[\"val_loss\"], columns=[\"step\", \"loss\"]).assign(\n", " stage=\"validation\"\n", ")\n", "test_loss = pd.DataFrame.from_records(\n", " hist[\"test_loss\"], columns=[\"step\", \"loss\"]\n", ").assign(stage=\"test\")\n", "loss = pd.concat((fit_loss, val_loss, test_loss))\n", "loss = loss.reset_index(drop=True)\n", "\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "for stage in [\"fit\", \"validation\", \"test\"]:\n", " if stage == \"test\":\n", " ax.plot(\n", " [0, ax.get_xlim()[1]],\n", " [loss[loss.stage == stage].loss, loss[loss.stage == stage].loss],\n", " label=\"test\",\n", " )\n", " else:\n", " ax.plot(\n", " loss[loss.stage == stage].step,\n", " loss[loss.stage == stage].loss,\n", " \".-\",\n", " label=stage,\n", " )\n", "plt.xlabel(\"Training steps\")\n", "plt.ylabel(\"Loss\")\n", "ax.legend()\n", "plt.savefig(\"loss.pdf\", dpi=300)" ] }, { "cell_type": "code", "execution_count": 17, "id": "a3c1a3f3", "metadata": { "code_folding": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# %% confusion matrix\n", "dl = clf.datamodule.test_dataloader()\n", "data = dl.dataset.dataset.data\n", "y = dl.dataset.dataset.targets\n", "yhat = clf.model(data)\n", "\n", "m = confusion_matrix(y, yhat, normalize=\"pred\")\n", "m = pd.DataFrame(\n", " m, columns=[\"non-epithelial\", \"epithelial\"], index=[\"non-epithelial\", \"epithelial\"]\n", ")\n", "m.index.name = \"True\"\n", "m.columns.name = \"Predicted\"\n", "sns.heatmap(m.T * 100, annot=True, fmt=\".3f\")\n", "plt.savefig(\"confusion.pdf\", dpi=300)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "id": "259520f9", "metadata": { "code_folding": [], "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# %% plot ROC curve\n", "import torch\n", "\n", "yhat = clf.model(data)\n", "yhat1 = clf.model.model(data).detach() # here we access the actual pytorch model\n", "yhat1 = torch.softmax(yhat1, dim=1) # compute propabilities\n", "tmp = np.array([yhat1[i][yhat[i]] for i in range(len(yhat))])\n", "score = np.zeros_like(yhat, dtype=float) - 1\n", "score[yhat == 1] = tmp[yhat == 1]\n", "score[yhat == 0] = 1 - tmp[yhat == 0]\n", "fpr, tpr, thresholds = roc_curve(y, score)\n", "plt.plot(fpr, tpr, \".-\")\n", "plt.xlabel(\"False Positive Rate\")\n", "plt.ylabel(\"True Positive Rate\")\n", "plt.plot([0, 1], [0, 1], \"b:\")\n", "plt.title(\"ROC Curve\")\n", "plt.savefig(\"roc.pdf\", dpi=300)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8e123c82", "metadata": {}, "source": [ "### Classify whole dataset\n", "Once we are confident about the model performance, we can feed the whole dataset to the classifier to predict the epithelial cells:" ] }, { "cell_type": "code", "execution_count": 19, "id": "1748c5cb", "metadata": {}, "outputs": [], "source": [ "# prepare the whole dataset for celltype classification\n", "mask = []\n", "for m in marker:\n", " mask.append(ad.var.desc.str.contains(m))\n", "mask = pd.concat(mask, axis=1)\n", "mask = mask.any(1)\n", "ad.var[\"used_in_clf\"] = mask\n", "ad_pred = ad[:, ad.var.used_in_clf]\n", "X = ad_pred.X.copy()\n", "\n", "# arcsinh transformation and minmax scaling\n", "cofactor = 5\n", "np.divide(X, cofactor, out=X)\n", "np.arcsinh(X, out=X)\n", "ad_pred.layers[\"arcsinh\"] = X\n", "X = minMax.transform(X)\n", "ad_pred.layers[\"arcsinh_norm\"] = X\n", "\n", "# feed the data to the classifier\n", "clf.predict(ad_pred, layer=\"arcsinh_norm\")\n", "ad.obs[\"is_epithelial\"] = ad_pred.obs.clf_is_epithelial.values" ] }, { "cell_type": "code", "execution_count": 20, "id": "c2d60668", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 9427458\n", "1 3957370\n", "Name: is_epithelial, dtype: int64" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ad.obs[\"is_epithelial\"].value_counts()" ] }, { "cell_type": "markdown", "id": "7ae8676e", "metadata": {}, "source": [ "Optionally, save all epithelial cells in a .csv file for downstream processing:" ] }, { "cell_type": "code", "execution_count": 21, "id": "6a35b65c", "metadata": {}, "outputs": [], "source": [ "mask = ad.obs[\"is_epithelial\"] == 1\n", "temp = pd.DataFrame(data=ad.X[mask], columns=ad.var[\"desc\"])\n", "temp.to_csv(\"all_epithelial_cells.csv\")\n", "ad.obs[mask].to_csv(\"epithelial_metadata.csv\")" ] }, { "cell_type": "markdown", "id": "f6c4371b", "metadata": {}, "source": [ "Since we do not have cell-level annotations for the large dataset, to evaluate the results we can simply plot all marker distributions and cross-compare them with the annotated dataset:" ] }, { "cell_type": "code", "execution_count": 22, "id": "c33ef8c5", "metadata": {}, "outputs": [], "source": [ "# create pandas dataframes for plotting with seaborn\n", "n = 30000\n", "df1 = pd.DataFrame(data=ad_anno.layers[\"arcsinh\"], columns=ad_anno.var.desc)\n", "df1.insert(0, \"annotated\", \"true\")\n", "df1.insert(0, \"epithelial\", ad_anno.obs.is_epithelial.values)\n", "df_plot1 = df1.groupby(\"epithelial\").sample(n=n)\n", "\n", "df2 = pd.DataFrame(data=ad_pred.layers[\"arcsinh\"], columns=ad_pred.var.desc)\n", "df2.insert(0, \"annotated\", \"predicted\")\n", "df2.insert(0, \"epithelial\", ad_pred.obs.clf_is_epithelial.values)\n", "df_plot2 = df2.groupby(\"epithelial\").sample(n=n)\n", "df_plot = pd.concat([df_plot1, df_plot2])\n", "df_plot = df_plot.sample(frac=1, replace=False, ignore_index=True)\n", "multilabel = df_plot[\"epithelial\"].astype(str) + df_plot[\"annotated\"]" ] }, { "cell_type": "code", "execution_count": 23, "id": "00880d72", "metadata": { "code_folding": [ 0 ], "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot marker distributions across all epithelial cells (predicted vs. annotated)\n", "data = df_plot[df_plot[\"epithelial\"] == 1].iloc[:, 1:].reset_index(drop=True)\n", "fig = plt.figure(figsize=(20, 20))\n", "for m in range(1, data.shape[1]):\n", " plt.subplot(6, 6, m)\n", " sns.histplot(data=data, x=data.columns[m], hue=\"annotated\", stat=\"percent\")\n", " plt.title(data.columns[m])\n", " plt.xlim([-0.5, 8])\n", " plt.xlabel(\"\")\n", "plt.show()\n", "\n", "# plot marker distributions across all non-epithelial cells (predicted vs. annotated)\n", "data = df_plot[df_plot[\"epithelial\"] == 0].iloc[:, 1:].reset_index(drop=True)\n", "fig = plt.figure(figsize=(20, 20))\n", "for m in range(1, data.shape[1]):\n", " plt.subplot(6, 6, m)\n", " sns.histplot(data=data, x=data.columns[m], hue=\"annotated\", stat=\"percent\")\n", " plt.title(data.columns[m])\n", " plt.xlim([-0.5, 8])\n", " plt.xlabel(\"\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "id": "6e4db8d5", "metadata": { "scrolled": true }, "outputs": [], "source": [ "import umap as umap\n", "\n", "Y1 = umap.UMAP(n_neighbors=50, min_dist=0.5, metric=\"euclidean\").fit_transform(\n", " df_plot.iloc[:, 2:]\n", ")" ] }, { "cell_type": "code", "execution_count": 25, "id": "1fb5dbff-5f22-4ef4-a9af-29d5e8d40caa", "metadata": {}, "outputs": [], "source": [ "labels = list(\n", " map(\n", " lambda x: x.replace(\"0\", \"epithelial_\").replace(\"1\", \"non-epithelial_\"),\n", " multilabel,\n", " )\n", ")\n", "labels_uniq = np.unique(labels)\n", "palette = dict(zip(labels_uniq, [\"blue\", \"lightblue\", \"orange\", \"peachpuff\"]))" ] }, { "cell_type": "code", "execution_count": 26, "id": "ef6f0c83", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 8))\n", "sns.scatterplot(\n", " Y1[:, 0], Y1[:, 1], s=1, hue=labels, palette=palette, hue_order=palette.keys()\n", ")\n", "plt.xticks([])\n", "plt.yticks([])\n", "plt.xlabel(\"UMAP_1\")\n", "plt.ylabel(\"UMAP_2\")\n", "plt.savefig(\"umap.png\", dpi=300)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "id": "27d36cb9", "metadata": {}, "outputs": [], "source": [ "del ad_pred\n", "del ad_anno" ] }, { "cell_type": "markdown", "id": "6ec150ae", "metadata": {}, "source": [ "Finally, we can plot the proportion of epithelial cells per sample, and categorize per tissue type as below:" ] }, { "cell_type": "code", "execution_count": 28, "id": "021b0f25", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot fraction of epithelial cells\n", "data = ad.obs.copy()\n", "frac_epith = (\n", " data.groupby([\"tissue_type\", \"breast\", \"patient_number\"])\n", " .is_epithelial.mean()\n", " .dropna()\n", " .reset_index()\n", ")\n", "fig, ax = plt.subplots()\n", "sns.boxplot(y=\"is_epithelial\", x=\"tissue_type\", data=frac_epith, ax=ax, whis=[0, 100])\n", "sns.stripplot(y=\"is_epithelial\", x=\"tissue_type\", data=frac_epith, ax=ax, color=\".3\")" ] }, { "cell_type": "markdown", "id": "24371b92", "metadata": {}, "source": [ "## Step 3: Phenotypic abnormality" ] }, { "cell_type": "markdown", "id": "a3c87df3", "metadata": {}, "source": [ "### Prepare dataset\n", "Let's start by first selecting a list of patients that will be used as a reference input dataset to train the Abnormality autoencoder. Here, we are using only patients for which we have both a juxta-tumoral and tumor sample. We then select a set of markers that will be the features of the input data. \n", "\n", "If using the protocol for other applications, samples used are reference could be normal vs. disease, non-treatment vs. treatment, etc." ] }, { "cell_type": "code", "execution_count": 29, "id": "b599c5a9", "metadata": {}, "outputs": [], "source": [ "patients = [\n", " \"N_BB013\",\n", " \"N_BB028\",\n", " \"N_BB034\",\n", " \"N_BB035\",\n", " \"N_BB037\",\n", " \"N_BB046\",\n", " \"N_BB051\",\n", " \"N_BB055\",\n", " \"N_BB058\",\n", " \"N_BB064\",\n", " \"N_BB065\",\n", " \"N_BB072\",\n", " \"N_BB073\",\n", " \"N_BB075\",\n", " \"N_BB076\",\n", " \"N_BB090\",\n", " \"N_BB091\",\n", " \"N_BB093\",\n", " \"N_BB094\",\n", " \"N_BB096\",\n", " \"N_BB099\",\n", " \"N_BB101\",\n", " \"N_BB102\",\n", " \"N_BB110\",\n", " \"N_BB120\",\n", " \"N_BB131\",\n", " \"N_BB144\",\n", " \"N_BB147\",\n", " \"N_BB153\",\n", " \"N_BB154\",\n", " \"N_BB155\",\n", " \"N_BB167\",\n", " \"N_BB192\",\n", " \"N_BB194\",\n", " \"N_BB197\",\n", " \"N_BB201\",\n", " \"N_BB204\",\n", " \"N_BB209\",\n", " \"N_BB210\",\n", " \"N_BB214\",\n", " \"N_BB221\",\n", "]\n", "patients = [i.split(\"N_\")[1] for i in patients]\n", "\n", "markers = set(\n", " [\n", " \"Vol7\",\n", " \"H3K27me3\",\n", " \"K5\",\n", " \"PTEN\",\n", " \"CD44\",\n", " \"K8K18\",\n", " \"cMYC\",\n", " \"SMA\",\n", " \"CD24\",\n", " \"HER2\",\n", " \"AR\",\n", " \"BCL2\",\n", " \"p53\",\n", " \"EpCAM\",\n", " \"CyclinB1\",\n", " \"PRB\",\n", " \"CD49f\",\n", " \"Survivin\",\n", " \"EZH2\",\n", " \"Vimentin\",\n", " \"cMET\",\n", " \"AKT\",\n", " \"ERa\",\n", " \"CA9\",\n", " \"ECadherin\",\n", " \"Ki67\",\n", " \"EGFR\",\n", " \"K14\",\n", " \"HLADR\",\n", " \"K7\",\n", " \"panK\",\n", " ]\n", ")\n", "drop_markers = set([\"Vol7\", \"H3K27me3\", \"CyclinB1\", \"Ki67\"])\n", "markers = markers - drop_markers\n", "\n", "mask = []\n", "for m in markers:\n", " mask.append(ad.var.desc.str.contains(m))\n", "mask = pd.concat(mask, axis=1)\n", "mask = mask.any(1)\n", "ad.var[\"used_in_abnormality\"] = mask" ] }, { "cell_type": "markdown", "id": "78b3d7c0", "metadata": {}, "source": [ "Next, subset the whole dataset to only include epithelial cells from the selected patients and juxta-tumoral (N) tissue, and preprocess the data as before:" ] }, { "cell_type": "code", "execution_count": 30, "id": "ca4811c9", "metadata": {}, "outputs": [], "source": [ "ad_train = ad[\n", " (ad.obs.patient_number.isin(patients))\n", " & (ad.obs.tissue_type == \"N\")\n", " & (ad.obs.is_epithelial == 1),\n", " ad.var.used_in_abnormality,\n", "]\n", "\n", "X = ad_train.X.copy()\n", "cofactor = 5\n", "np.divide(X, cofactor, out=X)\n", "np.arcsinh(X, out=X)\n", "minMax = MinMaxScaler()\n", "X = minMax.fit_transform(X)\n", "ad_train.layers[\"arcsinh_norm\"] = X" ] }, { "cell_type": "markdown", "id": "6bad139c", "metadata": {}, "source": [ "### Train the abnormality Autoencoder" ] }, { "cell_type": "code", "execution_count": 31, "id": "c304630a", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", "HPU available: False, using: 0 HPUs\n", "\n", " | Name | Type | Params\n", "-------------------------------------------------------------\n", "0 | model | DefaultAE | 650 \n", "1 | loss | MSELoss | 0 \n", "2 | metric_meansquarederror | MeanSquaredError | 0 \n", "-------------------------------------------------------------\n", "650 Trainable params\n", "0 Non-trainable params\n", "650 Total params\n", "0.003 Total estimated model params size (MB)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Sanity Checking: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b4530a1876034960ae7fd13359a4ae87", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Training: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Validation: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8f8832a48b714d1bbdb700a2c70e8cf6", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Testing: 0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " Test metric DataLoader 0\n", "────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n", " test_loss 0.007171750068664551\n", "test_metric_meansquarederror 0.0071717519313097\n", "────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n" ] } ], "source": [ "# Initialize and fit the model\n", "Abn = scq.Abnormality(n_in=ad_train.shape[1])\n", "Abn.fit(ad_train, layer=\"arcsinh_norm\", max_epochs=20)" ] }, { "cell_type": "markdown", "id": "28114e5d-1059-454c-8c38-2ffb02d0d996", "metadata": {}, "source": [ "**Note**: The abnormality model (`Abn.model`) predicts the abnormality a.k.a. reconstruction error, i.e. $X-F(X)$ where $F$ is the autoencoder (prediction results are saved to `ad.layers['abnormality']`). On the other hand, the base torch model (`Abn.model.model`) predicts the reconstruction, i.e. $F(X)$." ] }, { "cell_type": "code", "execution_count": 32, "id": "00a04fe0", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# estimate reconstruction error on the training data\n", "Abn.predict(ad_train, layer=\"arcsinh_norm\")\n", "mse_train = (ad_train.layers[\"abnormality\"] ** 2).mean(axis=1)\n", "ad_train.obs[\"abnormality\"] = mse_train\n", "\n", "y = ad_train.layers[\"arcsinh_norm\"]\n", "yhat = Abn.model.model(torch.tensor(y)).detach().numpy() # access base torch model\n", "err = ad_train.layers[\"abnormality\"]\n", "\n", "fig, axs = plt.subplots(1, 3, figsize=(14, 6))\n", "for ax, dat, title in zip(\n", " axs.flat, [y, yhat, err], [\"Input\", \"Reconstruction\", \"Error\"]\n", "):\n", " ax: plt.Axes\n", " cmap = \"seismic\" if title == \"Error\" else \"magma\"\n", " vmin = -1 if title == \"Error\" else 0\n", " im = ax.imshow(dat, cmap=cmap, vmin=vmin, vmax=1)\n", " ax.set_aspect(dat.shape[1] * 2 / dat.shape[0])\n", " ax.set_xticks(range(28), labels=ad_train.var[\"desc\"].values, rotation=\"vertical\")\n", " ax.set_xlabel(\"features\")\n", " ax.set_title(title)\n", " fig.colorbar(im, ax=ax)\n", "axs[0].set_ylabel(\"cells\")\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 33, "id": "eaaad43a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "hist = Abn.logger.history\n", "fit_loss = pd.DataFrame.from_records(hist[\"fit_loss\"], columns=[\"step\", \"loss\"]).assign(\n", " stage=\"fit\"\n", ")\n", "val_loss = pd.DataFrame.from_records(hist[\"val_loss\"], columns=[\"step\", \"loss\"]).assign(\n", " stage=\"validation\"\n", ")\n", "test_loss = pd.DataFrame.from_records(\n", " hist[\"test_loss\"], columns=[\"step\", \"loss\"]\n", ").assign(stage=\"test\")\n", "loss = pd.concat((fit_loss, val_loss, test_loss))\n", "loss = loss.reset_index(drop=True)\n", "\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "for stage in [\"fit\", \"validation\", \"test\"]:\n", " if stage == \"test\":\n", " ax.plot(\n", " [0, ax.get_xlim()[1]],\n", " [loss[loss.stage == stage].loss, loss[loss.stage == stage].loss],\n", " label=\"test\",\n", " )\n", " else:\n", " ax.plot(\n", " loss[loss.stage == stage].step,\n", " loss[loss.stage == stage].loss,\n", " \".-\",\n", " label=stage,\n", " )\n", "plt.xlabel(\"Training steps\")\n", "plt.ylabel(\"Loss\")\n", "ax.legend()" ] }, { "cell_type": "markdown", "id": "28e15ec9", "metadata": {}, "source": [ "### Reconstruct all cells\n", "Now let's use the model to reconstruct all epithelial data. The reconstruction errors for each cell are stored in the layer `abnormality`. We define the cell-level abnormality as the mean squared error of the reconstruction." ] }, { "cell_type": "code", "execution_count": 34, "id": "a771c77e", "metadata": {}, "outputs": [], "source": [ "# %% pre-process for Abnormality prediction\n", "ad_pred = ad[ad.obs.is_epithelial == 1, ad.var.used_in_abnormality]\n", "X = ad_pred.X.copy()\n", "cofactor = 5\n", "np.divide(X, cofactor, out=X)\n", "np.arcsinh(X, out=X)\n", "X = minMax.transform(X)\n", "ad_pred.layers[\"arcsinh_norm\"] = X\n", "\n", "# estimate reconstruction error\n", "Abn.predict(ad_pred, layer=\"arcsinh_norm\")\n", "mse = (ad_pred.layers[\"abnormality\"] ** 2).mean(axis=1)\n", "ad_pred.obs[\"abnormality\"] = mse" ] }, { "cell_type": "markdown", "id": "b710bf4a", "metadata": {}, "source": [ "To evaluate the results, let's reconstruct all single-cells and visualize the prediction residuals:" ] }, { "cell_type": "code", "execution_count": 35, "id": "6ab059bc-b8ca-45a9-8c4f-f4052d6f70dd", "metadata": {}, "outputs": [], "source": [ "y = ad_pred.layers[\"arcsinh_norm\"]\n", "yhat = Abn.model.model(torch.tensor(y)).detach().numpy() # access base torch model\n", "err = ad_pred.layers[\"abnormality\"]\n", "idx = np.nonzero((ad_pred.obs[\"tissue_type\"] == \"N\").values)[0]\n", "y1, y2 = idx.min(), idx.max()" ] }, { "cell_type": "code", "execution_count": 36, "id": "2049ea37-4246-4bbb-adc5-b1f50ac1451e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 3, figsize=(20, 10))\n", "for ax, dat, title in zip(\n", " axs.flat, [y, yhat, err], [\"Input\", \"Reconstruction\", \"Error\"]\n", "):\n", " ax: plt.Axes\n", " cmap = \"seismic\" if title == \"Error\" else \"magma\"\n", " vmin = -1 if title == \"Error\" else 0\n", " im = ax.imshow(dat, cmap=cmap, vmin=vmin, vmax=1)\n", " plt.hlines(y1, -0.5, 27.5)\n", " plt.hlines(y2, -0.5, 27.5)\n", " ax.set_aspect(dat.shape[1] * 2 / dat.shape[0])\n", " ax.set_xticks(range(28), labels=ad_pred.var[\"desc\"].values, rotation=\"vertical\")\n", " ax.set_xlabel(\"features\")\n", " ax.set_title(title)\n", " fig.colorbar(im, ax=ax)\n", "axs[0].set_ylabel(\"cells\")\n", "plt.savefig(\"reconstruction.pdf\", dpi=300)\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "a9fa4814", "metadata": {}, "source": [ "Now let's visualize the abnormality for different clinical data: " ] }, { "cell_type": "code", "execution_count": 37, "id": "90849cf2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clinical_data = [\n", " \"tissue_type\",\n", " \"Grade\",\n", " \"Estrogen Receptor Status by IHC\",\n", " \"Clinical subtype derived from the receptor status\",\n", "]\n", "order = [\n", " [\"H\", \"N\", \"T\"],\n", " [\"G1\", \"G2\", \"G3\"],\n", " [\"P\", \"N\"],\n", " [\"LumA\", \"LumB\", \"LumB-HER2\", \"HER2\", \"TN\"],\n", "]\n", "\n", "fig, axs = plt.subplots(1, 4, figsize=(20, 8), sharey=True)\n", "for i in range(4):\n", " dat = (\n", " ad_pred.obs.groupby([clinical_data[i], \"breast\", \"patient_number\"])\n", " .abnormality.agg(np.median)\n", " .dropna()\n", " .reset_index()\n", " )\n", " sns.boxplot(\n", " data=dat,\n", " x=clinical_data[i],\n", " y=\"abnormality\",\n", " order=order[i],\n", " whis=[0, 100],\n", " ax=axs.flat[i],\n", " )\n", " sns.stripplot(\n", " data=dat, x=clinical_data[i], y=\"abnormality\", order=order[i], ax=axs.flat[i]\n", " )\n", "plt.savefig(\"abnormality_boxplots.pdf\", dpi=300)" ] }, { "cell_type": "markdown", "id": "99ca3322", "metadata": {}, "source": [ "## Tumor individuality" ] }, { "cell_type": "markdown", "id": "90baa423", "metadata": {}, "source": [ "For computing the individuality let's start by preparing the dataset. Here, because the k-nn graph construction is computationally intensive, we will randomly select a subset of cells from each sample. " ] }, { "cell_type": "code", "execution_count": 38, "id": "df6cc45f", "metadata": {}, "outputs": [], "source": [ "# preprocessing\n", "ad_indiv = ad[ad.obs.is_epithelial == 1, ad.var.used_in_abnormality]\n", "X = ad_indiv.X.copy()\n", "cofactor = 5\n", "np.divide(X, cofactor, out=X)\n", "np.arcsinh(X, out=X)\n", "ad_indiv.layers[\"arcsinh\"] = X\n", "\n", "# generate a sample identifier to enable subsampling\n", "ad_indiv.obs[\"sample_id\"] = ad_indiv.obs.groupby(\n", " [\"tissue_type\", \"breast\", \"patient_number\"]\n", ").ngroup()\n", "\n", "# sub-sampling\n", "tmp = ad_indiv.obs.groupby([\"sample_id\"]).indices\n", "n_cells = 200\n", "indices = []\n", "for key, item in tmp.items():\n", " size = min(len(item), n_cells)\n", " idx = np.random.choice(range(len(item)), size, replace=False)\n", " indices.extend(item[idx])\n", "indices = np.array(indices)\n", "ad_indiv = ad_indiv[indices]" ] }, { "cell_type": "markdown", "id": "69223f85", "metadata": {}, "source": [ "Let us initialize the individuality model and use it to predict the scores:" ] }, { "cell_type": "code", "execution_count": 39, "id": "5c980045", "metadata": {}, "outputs": [], "source": [ "Indiv = scq.Individuality()\n", "Indiv.predict(ad_indiv, ad_indiv.obs.sample_id, layer=\"arcsinh\")" ] }, { "cell_type": "markdown", "id": "0b501483", "metadata": {}, "source": [ "The observation-level scores (one vector per single cell, indicating it's similarity to all other samples) are saved in the `.obsm` attribute of the AnnData object, as a matrix of size `n_cells x n_samples`:" ] }, { "cell_type": "code", "execution_count": 40, "id": "271a47a4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "matrix([[0. , 0.02, 0.04, ..., 0. , 0. , 0. ],\n", " [0.02, 0.01, 0. , ..., 0. , 0. , 0. ],\n", " [0.05, 0. , 0.03, ..., 0. , 0. , 0. ],\n", " ...,\n", " [0.02, 0. , 0. , ..., 0. , 0. , 0.13],\n", " [0. , 0. , 0.01, ..., 0. , 0. , 0.62],\n", " [0. , 0. , 0. , ..., 0. , 0. , 0.48]])" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ad_indiv.obsm[\"individuality\"]" ] }, { "cell_type": "markdown", "id": "6655f289", "metadata": {}, "source": [ "The aggregated sample-level scores (one vector per sample, indicating a sample's similarity to all other samples) are saved in the `.uns` attribute of the AnnData object, as a matrix of size `n_samples x n_samples`:" ] }, { "cell_type": "code", "execution_count": 41, "id": "4aa9fdd2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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5 rows × 211 columns

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" ], "text/plain": [ " 0 1 2 3 4 5 6 7 \\\n", "0 0.03165 0.01095 0.00950 0.01265 0.01020 0.00385 0.00025 0.00070 \n", "1 0.00970 0.03995 0.00835 0.02820 0.00550 0.00755 0.00000 0.00120 \n", "2 0.00670 0.00860 0.04630 0.01245 0.03975 0.00330 0.00000 0.00180 \n", "3 0.01010 0.02590 0.00950 0.04170 0.00960 0.00920 0.00000 0.00085 \n", "4 0.00975 0.00835 0.04945 0.01310 0.05810 0.00385 0.00000 0.00210 \n", "\n", " 8 9 ... 201 202 203 204 205 \\\n", "0 0.00475 0.00250 ... 0.00095 0.00180 0.00610 0.01615 0.00480 \n", "1 0.00155 0.00100 ... 0.00055 0.00280 0.01625 0.00700 0.00155 \n", "2 0.01890 0.00075 ... 0.00065 0.00045 0.00580 0.00675 0.00015 \n", "3 0.00495 0.00085 ... 0.00035 0.00135 0.01000 0.00570 0.00100 \n", "4 0.03200 0.00125 ... 0.00005 0.00020 0.00540 0.00570 0.00005 \n", "\n", " 206 207 208 209 210 \n", "0 0.00885 0.00590 0.00055 0.00155 0.00170 \n", "1 0.01080 0.00055 0.00145 0.00160 0.00055 \n", "2 0.00555 0.01440 0.00120 0.00060 0.00345 \n", "3 0.00995 0.00275 0.00100 0.00140 0.00095 \n", "4 0.00805 0.01270 0.00075 0.00040 0.00090 \n", "\n", "[5 rows x 211 columns]" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# access sample-level aggregated individuality\n", "ad_indiv.uns[\"individuality_agg\"].head()" ] }, { "cell_type": "markdown", "id": "36d97a65", "metadata": {}, "source": [ "To assess a sample's uniqueness within the cohort, we will use the diagonal of that matrix:" ] }, { "cell_type": "code", "execution_count": 42, "id": "4b2efcf5", "metadata": {}, "outputs": [], "source": [ "dat = ad_indiv.uns[\"individuality_agg\"].copy()\n", "dat = pd.DataFrame(np.diag(dat), index=dat.index, columns=[\"individuality\"])" ] }, { "cell_type": "markdown", "id": "360d3bc5", "metadata": {}, "source": [ "Now let's assess how individuality scores are related to a patient's clinical data:" ] }, { "cell_type": "code", "execution_count": 43, "id": "b4c9f94b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "res = ad_indiv.obs[\n", " [\n", " \"tissue_type\",\n", " \"breast\",\n", " \"Grade\",\n", " \"Estrogen Receptor Status by IHC\",\n", " \"Clinical subtype derived from the receptor status\",\n", " \"patient_number\",\n", " \"sample_id\",\n", " ]\n", "]\n", "res = res[~res.duplicated()].set_index(\"sample_id\")\n", "dat = pd.concat((dat, res), axis=1)\n", "\n", "clinical_data = [\n", " \"tissue_type\",\n", " \"Grade\",\n", " \"Estrogen Receptor Status by IHC\",\n", " \"Clinical subtype derived from the receptor status\",\n", "]\n", "order = [\n", " [\"H\", \"N\", \"T\"],\n", " [\"G1\", \"G2\", \"G3\"],\n", " [\"P\", \"N\"],\n", " [\"LumA\", \"LumB\", \"LumB-HER2\", \"HER2\", \"TN\"],\n", "]\n", "\n", "fig, axs = plt.subplots(1, 4, figsize=(20, 8), sharey=True)\n", "for i in range(4):\n", " sns.boxplot(\n", " data=dat,\n", " x=clinical_data[i],\n", " y=\"individuality\",\n", " order=order[i],\n", " whis=[0, 100],\n", " ax=axs.flat[i],\n", " )\n", " sns.stripplot(\n", " data=dat, x=clinical_data[i], y=\"individuality\", order=order[i], ax=axs.flat[i]\n", " )\n", "plt.savefig(\"individuality_boxplots.pdf\", dpi=300)" ] } ], "metadata": { "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": "3.8.13" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "position": { "height": "288.85px", "left": "1083px", "right": "20px", "top": "120px", "width": "337px" }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }