{ "cells": [ { "cell_type": "markdown", "id": "f86433ea", "metadata": {}, "source": [ "# _KRAS_ and _EGFR_ Scatter plot " ] }, { "cell_type": "code", "execution_count": 1, "id": "6dfaefa8", "metadata": {}, "outputs": [], "source": [ "import CanDI.candi as can\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from sklearn import cluster, decomposition, preprocessing" ] }, { "cell_type": "markdown", "id": "67a24919", "metadata": {}, "source": [ "## Cancer Object Instantiation\n", "I'm interested in studying non-small cell lung cancer using the data in depmap and ccle. I start by instantiating a cancer object that will allow me to explore the data space of non-small cell lung cancer cell lines. Since I don't want any small cell lung cancer cell lines included I will specify a disease subtype during instantiation. The subtype argument of Cancer object instantiation works by string matching in the lineage_subtype collumn of the cell_lines dataset. Below you can see that we have a variety of cell types within a given lineage subtype." ] }, { "cell_type": "code", "execution_count": 2, "id": "bc12e739", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['Non-Small Cell Lung Cancer (NSCLC), Adenocarcinoma',\n", " 'Non-Small Cell Lung Cancer (NSCLC), Large Cell Carcinoma',\n", " 'Non-Small Cell Lung Cancer (NSCLC), unspecified',\n", " 'Non-Small Cell Lung Cancer (NSCLC), Squamous Cell Carcinoma',\n", " 'Non-Small Cell Lung Cancer (NSCLC), Adenosquamous Carcinoma',\n", " 'Non-Small Cell Lung Cancer (NSCLC), Mucoepidermoid Carcinoma'],\n", " dtype=object)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lung = can.Cancer(\"Lung Cancer\", subtype=\"NSCLC\")\n", "lung.subtypes" ] }, { "cell_type": "markdown", "id": "4479b0bd", "metadata": {}, "source": [ "I want to look at how oncogenic mutations affect global genetic dependencies. Let's choose KRAS and EGFR as our oncogenic mutations. I'm going to make two CellLineCluster objects per oncogene, eight in total. For each oncogene I want to make a CellLineCluster where the oncogene of interest is mutated and another where it is wild type.\n", "\n", "__To Analyze KRAS__\n", "* Lung - KRAS MT\n", "* Lung - KRAS WT\n", "\n", "__To Analyze EGFR__\n", "* Lung - EGFR MT\n", "* Lung - EGFR WT\n", "\n", "MT = Mutant \\\n", "WT = Wild Type" ] }, { "cell_type": "code", "execution_count": 3, "id": "e7d7abe9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Load Complete\n" ] } ], "source": [ "#Mutated function automatically ignores silent mutations\n", "kras_mt_ids = lung.mutated(\"KRAS\", variant=\"Variant_Classification\", item = \"Missense_Mutation\")\n", "egfr_mt_ids = lung.mutated(\"EGFR\", variant=\"Variant_Classification\")\n", "\n", "kras_wt_ids = list(set(lung.depmap_ids) - set(kras_mt_ids))\n", "egfr_wt_ids = list(set(lung.depmap_ids) - set(egfr_mt_ids))\n", "\n", "#Instantiate KRAS Clusters\n", "kras_mt = can.CellLineCluster(kras_mt_ids)\n", "kras_wt = can.CellLineCluster(kras_wt_ids)\n", "\n", "#Instantiate EGFR Clusters\n", "egfr_mt = can.CellLineCluster(egfr_mt_ids)\n", "egfr_wt = can.CellLineCluster(egfr_wt_ids)" ] }, { "cell_type": "markdown", "id": "2cc87557", "metadata": {}, "source": [ "## Analyzing Global Gene Dependency\n", "To see how KRAS and EGFR mutations affect global gene dependency I'm going to plot the average gene effect for every gene of the mutant and wildtype clusters against each other. This if gene effect skews towards wildtype or mutation status for any give gene. The Function below will be used to make this plot. Unless you are interested in specifically how this plot is made you can skip the following cell." ] }, { "cell_type": "code", "execution_count": 4, "id": "295b9aba", "metadata": {}, "outputs": [], "source": [ "def gene_effect_scatter(mt, wt, gene, control, tc1=None, tc2=None, name=None):\n", " \n", " #Average Gene Effect for control agnostic groups\n", " mt_effect = mt.gene_dependency.mean(1)\n", " wt_effect = wt.gene_dependency.mean(1)\n", " \n", " #For Labeling\n", " mt_lab = mt_effect.loc[[gene, control]]\n", " wt_lab = wt_effect.loc[[gene, control]]\n", " \n", " \n", " #Make Figure appropriate size, dpi, and font\n", " plt.rcParams.update({\"figure.figsize\": (8, 8),\n", " \"savefig.dpi\": 300,\n", " \"font.family\": \"sans-serif\",\n", " \"font.size\": 12\n", " })\n", " \n", " #Generate Figure and Axis objects\n", " fig, ax = plt.subplots(1,1)\n", " \n", " #Label Axes\n", " ax.set_xlabel(f\"{gene} MT Average Gene Effect (CERES Score)\")\n", " ax.set_ylabel(f\"{gene} WT Average Gene Effect (CERES Score)\")\n", " \n", " #Draw Line at median common essential value\n", " ax.axhline(y = 0.50,\n", " c = \"black\",\n", " linewidth=0.5,\n", " label = \"Minimun Gene Dependencey Probability\"\n", " )\n", " \n", " ax.axvline(x = 0.50,\n", " c= \"black\",\n", " linewidth=0.5)\n", " \n", " #Plot all genes\n", " ax.scatter(mt_effect,\n", " wt_effect,\n", " c = \"#2166ac\",\n", " alpha = 0.7,\n", " s = 50\n", " )\n", " \n", " #Outline Genes To label\n", " ax.scatter(mt_lab,\n", " wt_lab,\n", " c = \"#2166ac\",\n", " s = 50,\n", " edgecolor = \"black\",\n", " linewidth = 2,\n", " alpha = 0.7\n", " )\n", " \n", " ax.legend()\n", " \n", " #Label control agnostic Series\n", " if tc1:\n", " for i in range(mt_lab.shape[0]):\n", " text = list(mt_lab.index)\n", " ax.annotate(text[i],\n", " xy = (mt_lab[i], wt_lab[i]),\n", " xytext = tc1[i],\n", " xycoords = \"data\",\n", " arrowprops = {\"arrowstyle\": \"-\"}\n", " )\n", " \n", " plt.show()\n", " \n", " if name:\n", " fig.savefig(name, dpi=300)\n", " \n", " return\n", "\n" ] }, { "cell_type": "markdown", "id": "0f2e85af", "metadata": {}, "source": [ "## Note about Gene Effect Scores: Dependency vs Essentiality\n", "A more negative gene effect means more dependent. A gene effect of -1.0 is the median gene effect of all common essential genes. If a gene has a gene effect of -1.0 or lower it then that gene is essential. A cell line can still be dependent on a gene with a lower gene effect if knocking out that gene slows growth/proliferation. " ] }, { "cell_type": "markdown", "id": "50b32d42", "metadata": {}, "source": [ "### Average Gene Effect in KRAS Wildtype and KRAS Mutant Cell Lines\n", "\n", "KRAS dependency heavily favors KRAS mutant cell lines. No other gene's depedencies are as skewed toward KRAS mutant cell lines. KRAS mutations appear to be self essentializing." ] }, { "cell_type": "code", "execution_count": 5, "id": "e6b695e6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Load Complete\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_2402738/1514998632.py:62: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n", " xy = (mt_lab[i], wt_lab[i]),\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Text_coords are custom per graph \n", "text_coords1 = [(0.95, 0.25), (0.1, 0.4)]\n", "text_coords2 = [(0.95, 0.25), (0.1, 0.4)]\n", "\n", "gene_effect_scatter(kras_mt,\n", " kras_wt,\n", " \"KRAS\",\n", " \"EGFR\",\n", " tc1 = text_coords1,\n", " tc2 = text_coords2,\n", " name= None#figures/kras_gene_dependency_scatter.pdf\"\n", " )\n" ] }, { "cell_type": "markdown", "id": "11e97be8", "metadata": {}, "source": [ "### Average Gene Effect of EGFR MT vs EGFR WT Cell Lines\n", "We don't observed the same self esentializing effect with EGFR and EGFR mutations as we do with KRAS and KRAS mutations. The KRAS point moves upwards along the diaganol when KRAS mutant cell lines are removed, indicating the self essentializing effect of KRAS mutations was represented equally in both EGFR mutant and EGFR wild type cell lines. " ] }, { "cell_type": "code", "execution_count": 6, "id": "d658fa0a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_2402738/1514998632.py:62: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n", " xy = (mt_lab[i], wt_lab[i]),\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tc1 = [(0.4, 0.1), (0.2, 0.6)]\n", "tc2 = [(0.4, 0.1), (0.2, 0.6)]\n", "\n", "gene_effect_scatter(egfr_mt,\n", " egfr_wt,\n", " \"EGFR\",\n", " \"KRAS\",\n", " tc1 = tc1,\n", " tc2 = tc2,\n", " name = None#\"figures/egfr_gene_dependency_scatter.pdf\"\n", " )" ] }, { "cell_type": "code", "execution_count": null, "id": "0d94fc98", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 5 }