{ "cells": [ { "cell_type": "markdown", "id": "cbb1c76d-6b65-4d8a-8170-dd65de673cf3", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Bead Normalization through PalmettoBUG" ] }, { "cell_type": "code", "execution_count": 1, "id": "b8a49494-a66b-4e3f-92bc-3986ae4fb01f", "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn.objects as so\n", "\n", "import palmettobug as pbug\n", "from palmettobug._vendor.fcsy import DataFrame\n", "import palmettobug._vendor.fcsparser as fcsparser" ] }, { "cell_type": "markdown", "id": "3ed23505-d04a-456c-aa38-0d5179cc5798", "metadata": {}, "source": [ "### CHANGE The following directory to match an existing directory on your computer if you are testing this tutorial on your own machine!\n", "\n", "This notebook uses example data from the nolanlab: https://github.com/nolanlab/bead-normalization/blob/master/sample_data/ (from a GPL-3 licensed repo, on which are based Premessa's (and through that PalmettoBUG's) implementation of bead normalization of CyTOF data)\n", "\n", "Specifically: 20120222_cells_found.fcs and its corresponding 20120222_cells_found_beads.fcs file\n", "Note that for convenience I did not gate out dead cells / beads from the main 20120222_cells_found.fcs file, I just left it whole and normalized every event in the file." ] }, { "cell_type": "code", "execution_count": 2, "id": "fa01b6d1-8231-4c0a-a4a5-e39b720a014b", "metadata": {}, "outputs": [], "source": [ "my_computer_path = \"C:/Users/Default/Desktop\" \n", "my_normlization_folder = f\"{my_computer_path}/normalization_test\"" ] }, { "cell_type": "markdown", "id": "702e9c2f-64c6-48ca-9d6c-f751575a059c", "metadata": {}, "source": [ "Test of bead normamlization\n", "\n", "NOTE!! -- This example notebook does not operate on any bundled example data. Instead, you must place you're own FCS files in each of these folders:\n", "\n", " 1). Gate your raw FCS from the Helios into beads-only fraction, and the non-beads fraction. It is also best to have done the gating on live-dead\n", " \n", " 2). Place the beads and non-beads files in the appropriate folders\n", " \n", " 3). In the following cell, select the correct bead and channel names (these can vary based on your files -- choose the names you see in the example dataframe / FCS file)" ] }, { "cell_type": "code", "execution_count": 3, "id": "ba1be595-75ad-4dcc-9999-3fda3fb4982c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['Time', 'EventNum', 'Bead1(La139)Di', 'Bead2(Pr141)Di',\n", " 'CD11c(Tb159)Di', 'Bead3(Tm169)Di', 'Bead4(Lu175)Di'],\n", " dtype='object')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bead_fcs_folder = f\"{my_normlization_folder}/beads\" ## place all beads-only files in this folder\n", "to_normalize_fcs_folder = f\"{my_normlization_folder}/no_beads\" ## place the .fcs files that you want to normalize \n", " ## (normally .fcs fields gated in another software to exclude beads & dead cells, \n", " ## but in this case I don't bother)\n", "output_folder = f\"{my_normlization_folder}/normalization\"\n", "\n", "## Available Bead Channels\n", "example_df = DataFrame.from_fcs(str(bead_fcs_folder) + \"/\" + os.listdir(bead_fcs_folder)[0])\n", "example_df.columns" ] }, { "cell_type": "markdown", "id": "4b4aaaf3-ed33-4121-af1f-ff84055ae655", "metadata": {}, "source": [ "Manually change the beads / non-beads channels below to match the columns in your data (as displayed from the cell above)" ] }, { "cell_type": "code", "execution_count": 4, "id": "13f495a7-6b7c-49c6-a725-1373d83f505b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['Time', 'Cell_length', 'Bead1', 'Bead2', 'CD19', 'CD4', 'CD8', 'CD20',\n", " 'CD61', 'CD123', 'CD45RA', 'CD45', 'CD33', 'CD11c', 'CD14', 'CD16',\n", " 'CD38', 'Bead3', 'CD3', 'HLA-DR', 'Bead4', '(Ir191)Di', '(Ir193)Di',\n", " 'eventnum'],\n", " dtype='object')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "## Available Channels to normalize\n", "_, example_df = fcsparser.parse(str(to_normalize_fcs_folder) + \"/\" + os.listdir(to_normalize_fcs_folder)[0], channel_naming = \"$PnS\")\n", "example_df.columns" ] }, { "cell_type": "code", "execution_count": 5, "id": "c6fad86c-d619-4589-a159-041d7d00ab5b", "metadata": {}, "outputs": [], "source": [ "bead_channels = ['Bead1(La139)Di', 'Bead2(Pr141)Di', 'Bead3(Tm169)Di', 'Bead4(Lu175)Di'] \n", "channels_to_normalize = ['Bead1', 'Bead2', 'CD19', 'CD4', 'CD8', 'CD20',\n", " 'CD61', 'CD123', 'CD45RA', 'CD45', 'CD33', 'CD11c', 'CD14', 'CD16',\n", " 'CD38', 'Bead3', 'CD3', 'HLA-DR', 'Bead4', '(Ir191)Di', '(Ir193)Di']\n", "pbug.CyTOF_bead_normalize(bead_fcs_folder, to_normalize_fcs_folder, output_folder, bead_channels, channels_to_normalize = channels_to_normalize, include_figures = True)" ] }, { "cell_type": "code", "execution_count": 6, "id": "5047a5c5-5599-4d1c-b9b7-aef480ce0180", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'New output sub-folders in normalization:'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "['normalization_figures', 'normalized', 'normalized_beads']" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "The normalized sub-folder contains your non-bead (cell) events after normalization, while the normalized_beads contains the beads after normalization\n" ] } ], "source": [ "display(\"New output sub-folders in normalization:\", os.listdir(f\"{my_normlization_folder}/normalization\"))\n", "\n", "print(\"\\nThe normalized sub-folder contains your non-bead (cell) events after normalization, while the normalized_beads contains the beads after normalization\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "c71d7647-6501-4dde-b9bc-08b91c104836", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Plots of normalization:'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "['normalized_20120222_cells_found.png',\n", " 'normalized_beads_20120222_cells_found_beads.png',\n", " 'pre_beads_20120222_cells_found_beads.png',\n", " 'pre_norm_20120222_cells_found.png']" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "These plots show the beads and non-beads (cells) expression over time in the experiment, both before and after normalization\n", " For beads only the beads channels are used, while for the cells all channels provided in 'channels_to_normalize' are used.\n" ] } ], "source": [ "display(\"Plots of normalization:\", os.listdir(f\"{my_normlization_folder}/normalization/normalization_figures\"))\n", "\n", "print(\"\\nThese plots show the beads and non-beads (cells) expression over time in the experiment, both before and after normalization\" \n", " \"\\n For beads only the beads channels are used, while for the cells all channels provided in 'channels_to_normalize' are used.\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "4d4025d9-cd34-4ad9-aaec-4fb76feb149a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in reversed(os.listdir(f\"{my_normlization_folder}/normalization/normalization_figures\")):\n", " array = plt.imread(f\"{my_normlization_folder}/normalization/normalization_figures/{i}\")\n", " plt.imshow(array)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "e499998b-b1e6-473b-8419-54f46bfd0432", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.10.17" } }, "nbformat": 4, "nbformat_minor": 5 }