{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Growth media for the AGORA database\n",
    "\n",
    "AGORA is a database targeting the gut microbiota. As such we already supplied a growth medium based on an average western diet. We will start from this medium to illustrate how we can inspect the performance of growth medium in a model database and how to supplement a medium to allow fro growth for all models.\n",
    "\n",
    "The growth medium supllied here was created the following way:\n",
    "\n",
    "1. start with the growty medium reported in https://doi.org/10.1038/nbt.4212\n",
    "2. manually dilute all components absorbed in the small intestine (simple sugars, vitamins, amino acids, etc) 1:10 \n",
    "3. add in mucin\n",
    "4. deplete oxygen since the lower gut is mostly anaerobic\n",
    "\n",
    "We can take a look by reading it using micom."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>flux</th>\n",
       "      <th>dilution</th>\n",
       "      <th>metabolite</th>\n",
       "      <th>reaction</th>\n",
       "      <th>global_id</th>\n",
       "      <th>sample_id</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>reaction</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>EX_fru_m</th>\n",
       "      <td>0.014899</td>\n",
       "      <td>0.100</td>\n",
       "      <td>fru_m</td>\n",
       "      <td>EX_fru_m</td>\n",
       "      <td>EX_fru(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_glc_m</th>\n",
       "      <td>0.014899</td>\n",
       "      <td>0.100</td>\n",
       "      <td>glc_m</td>\n",
       "      <td>EX_glc_m</td>\n",
       "      <td>EX_glc(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_gal_m</th>\n",
       "      <td>0.014899</td>\n",
       "      <td>0.100</td>\n",
       "      <td>gal_m</td>\n",
       "      <td>EX_gal_m</td>\n",
       "      <td>EX_gal(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_man_m</th>\n",
       "      <td>0.014899</td>\n",
       "      <td>0.100</td>\n",
       "      <td>man_m</td>\n",
       "      <td>EX_man_m</td>\n",
       "      <td>EX_man(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_mnl_m</th>\n",
       "      <td>0.014899</td>\n",
       "      <td>0.100</td>\n",
       "      <td>mnl_m</td>\n",
       "      <td>EX_mnl_m</td>\n",
       "      <td>EX_mnl(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_glu_D_m</th>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100</td>\n",
       "      <td>glu_D_m</td>\n",
       "      <td>EX_glu_D_m</td>\n",
       "      <td>EX_glu_D(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_gthrd_m</th>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100</td>\n",
       "      <td>gthrd_m</td>\n",
       "      <td>EX_gthrd_m</td>\n",
       "      <td>EX_gthrd(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_h2_m</th>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100</td>\n",
       "      <td>h2_m</td>\n",
       "      <td>EX_h2_m</td>\n",
       "      <td>EX_h2(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_no2_m</th>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100</td>\n",
       "      <td>no2_m</td>\n",
       "      <td>EX_no2_m</td>\n",
       "      <td>EX_no2(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EX_o2_m</th>\n",
       "      <td>0.001000</td>\n",
       "      <td>0.001</td>\n",
       "      <td>o2_m</td>\n",
       "      <td>EX_o2_m</td>\n",
       "      <td>EX_o2(e)</td>\n",
       "      <td>dummy</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>167 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                flux  dilution metabolite    reaction    global_id sample_id\n",
       "reaction                                                                    \n",
       "EX_fru_m    0.014899     0.100      fru_m    EX_fru_m    EX_fru(e)     dummy\n",
       "EX_glc_m    0.014899     0.100      glc_m    EX_glc_m    EX_glc(e)     dummy\n",
       "EX_gal_m    0.014899     0.100      gal_m    EX_gal_m    EX_gal(e)     dummy\n",
       "EX_man_m    0.014899     0.100      man_m    EX_man_m    EX_man(e)     dummy\n",
       "EX_mnl_m    0.014899     0.100      mnl_m    EX_mnl_m    EX_mnl(e)     dummy\n",
       "...              ...       ...        ...         ...          ...       ...\n",
       "EX_glu_D_m  0.100000     0.100    glu_D_m  EX_glu_D_m  EX_glu_D(e)     dummy\n",
       "EX_gthrd_m  0.100000     0.100    gthrd_m  EX_gthrd_m  EX_gthrd(e)     dummy\n",
       "EX_h2_m     0.100000     0.100       h2_m     EX_h2_m     EX_h2(e)     dummy\n",
       "EX_no2_m    0.100000     0.100      no2_m    EX_no2_m    EX_no2(e)     dummy\n",
       "EX_o2_m     0.001000     0.001       o2_m     EX_o2_m     EX_o2(e)     dummy\n",
       "\n",
       "[167 rows x 6 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "from micom.workflows.media import process_medium \n",
    "\n",
    "medium = pd.read_csv(\"../data/agora103_western_gut.csv\", index_col=False)\n",
    "medium = process_medium(medium, [\"dummy\"])\n",
    "medium"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The fluxes here are the already diluted amounts and denote the upper bound for the import (can be less). The dilution factors are kept here for the sake of reproducibility. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Checking the growth medium against the DB\n",
    "\n",
    "But can the bacteria in our model database actually grow on this medium? Let's check and start by downbloading the AGORA model database."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !wget https://zenodo.org/record/3755182/files/agora103_genus.qza?download=1 -O data/agora103_genus.qza"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "No we we will check for growth by running the growth medium against any single model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bbe8b7596e82451396408bf7c78f4b77",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from micom.workflows.db_media import check_db_medium\n",
    "\n",
    "check = check_db_medium(\"../data/agora103_genus.qza\", medium, threads=20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`check` now includes the entire manifest plus two new columns: the growth rate and whether the models can grow."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True    227\n",
       "Name: can_grow, dtype: int64"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "check.can_grow.value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All genera can grow."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([ 2.,  3.,  5.,  7., 13., 27., 77., 30., 21., 42.]),\n",
       " array([-3.40288095, -3.0992051 , -2.79552925, -2.4918534 , -2.18817754,\n",
       "        -1.88450169, -1.58082584, -1.27714999, -0.97347414, -0.66979829,\n",
       "        -0.36612243]),\n",
       " <BarContainer object of 10 artists>)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "plt.xlabel(\"log10(growth rate)\")\n",
    "plt.hist(np.log10(check.growth_rate[check.can_grow])) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see the the smallest growth rate that can be reached is around 10^-5. Let's complete the medium so that all taxa in Refseq can grow at a rate of at least 10^-3.\n",
    "\n",
    "## Supplementing a growth medium from a skeleton\n",
    "\n",
    "Sometimes you may start from a few componenents and will want to complete this skeleton medium to reach a certain minimum growth rate across all models in the database. This can be done with `complete_db_medium`. By default this will minimize the added flux, but we will minimize the added total mass influx in order to avoid adding small aditional imports for very large (for instance starches) molecules."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "953e9be14ca543e9a25b0d9c3f31357c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from micom.workflows.db_media import complete_db_medium\n",
    "\n",
    "manifest, imports = complete_db_medium(\"../data/agora103_genus.qza\", medium, growth=0.001, threads=20, max_added_import=10, weights=\"mass\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`manifest` is the amended manifest as before and `imports` contains the used import fluxes for each model. A new column in the mnaifest also tells us how many import were added."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    226.000000\n",
       "mean       0.022124\n",
       "std        0.239345\n",
       "min        0.000000\n",
       "25%        0.000000\n",
       "50%        0.000000\n",
       "75%        0.000000\n",
       "max        3.000000\n",
       "Name: added, dtype: float64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "manifest.added.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So we added at max 3 metabolites to the imports and in most cases none (as the previous medium was already good). We can also have a look at the used imports across all models."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.matrix.ClusterGrid at 0x7f64bbe5c6d0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x2880 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import seaborn as sns\n",
    "\n",
    "sns.clustermap(np.log10(imports + 1e-6), xticklabels=True, yticklabels=True, figsize=(30, 40))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we can see some metabolites are consumed by all taxa but there are also many taxa-specific ones. If you know you will only use a subset of the database you can use the `imports` matrix to design a new more minimal growth medium. For instance let's build a medium for only taxa from the Bacteroidetes phylum."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "EX_4abz_m             0.100000\n",
       "EX_4hbz_m             0.100000\n",
       "EX_ac_m               0.100000\n",
       "EX_acgam_m            0.100000\n",
       "EX_ala_L_m            0.100000\n",
       "                        ...   \n",
       "EX_xylan_m            0.000032\n",
       "EX_rhamnogalurII_m    0.000267\n",
       "EX_acmana_m           0.100000\n",
       "EX_starch1200_m       0.000012\n",
       "EX_sel_m              0.100000\n",
       "Length: 148, dtype: float64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bacteroidetes = manifest[manifest.phylum == \"Bacteroidetes\"].id\n",
    "bac_medium = imports.loc[bacteroidetes].max()\n",
    "bac_medium = bac_medium[bac_medium > 1e-6]\n",
    "bac_medium"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally lets also export the medium as Qiime 2 artifact which can be read with `q2-micom` or the normal micom package."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'../media/western_diet_gut_agora.qza'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiime2 import Artifact\n",
    "\n",
    "fluxes = imports.max()\n",
    "fluxes = fluxes[(fluxes > 1e-6) | fluxes.index.isin(medium.reaction)]\n",
    "completed = pd.DataFrame({\n",
    "    \"reaction\": fluxes.index,\n",
    "    \"metabolite\": fluxes.index.str.replace(\"^EX_\", \"\", regex=True),\n",
    "    \"global_id\": fluxes.index.str.replace(\"_m$\", \"(e)\", regex=True),\n",
    "    \"flux\": fluxes\n",
    "})\n",
    "completed.shape\n",
    "completed.index = completed.reaction\n",
    "\n",
    "arti = Artifact.import_data(\"MicomMedium[Global]\", completed)\n",
    "arti.save(\"../media/western_diet_gut_agora.qza\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Validation\n",
    "\n",
    "And we validate that the new medium works."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c38f1956633248a0afa4fb578ca6cc7e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "True    227\n",
       "Name: can_grow, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "check = check_db_medium(\"../data/agora103_genus.qza\", completed, threads=20)\n",
    "check.can_grow.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    227.000000\n",
       "mean       0.107486\n",
       "std        0.123093\n",
       "min        0.000891\n",
       "25%        0.028599\n",
       "50%        0.045764\n",
       "75%        0.143464\n",
       "max        0.479931\n",
       "Name: growth_rate, dtype: float64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "check.growth_rate.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The minimum growth rate is a little lower than 0.001 due to numerical accuracy issues but it mostly fulfills the requirements we posed."
   ]
  }
 ],
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