{ "cells": [ { "metadata": {}, "cell_type": "markdown", "source": [ "# Peptide level intensity normalization across experiments\n", "In this tutorial, we start with a simulated table of peptides, quantified across a set of experiments. \n", "We will add some extra noise and then perform normalization to correct for that noise." ], "id": "34c5c5606d22751d" }, { "cell_type": "code", "id": "initial_id", "metadata": { "collapsed": true, "ExecuteTime": { "end_time": "2024-11-19T19:44:55.746967Z", "start_time": "2024-11-19T19:44:55.744014Z" } }, "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from omicspylib.plots import plot_density\n", "\n", "from omicspylib.datasets.peptides import PeptidesDataset\n", "\n", "from omicspylib import __version__\n", "\n", "print(f'omicspylib version: {__version__}')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "omicspylib version: 0.0.7\n" ] } ], "execution_count": 54 }, { "metadata": {}, "cell_type": "markdown", "source": "The simulated dataset is loaded as a Pandas data frame. Peptide identifiers are under `peptide_id` column, protein identifiers under `protein_id` column and columns `cX_repY` represent measured peptides intensities/quantitative values.", "id": "47ec65d39e2feb2b" }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-19T19:44:55.826129Z", "start_time": "2024-11-19T19:44:55.813392Z" } }, "cell_type": "code", "source": [ "data_df = pd.read_csv('data/peptides_dataset.tsv', sep='\\t')\n", "data_df.head(2)" ], "id": "c6ec9f15cd9997d8", "outputs": [ { "data": { "text/plain": [ " peptide_id protein_id c1_rep1 c1_rep2 c1_rep3 c1_rep4 \\\n", "0 pept147 prot0 1740.912460 0.0 1393.260017 4685.874636 \n", "1 pept424 prot0 3668.876134 0.0 0.000000 303.011791 \n", "\n", " c1_rep5 c2_rep1 c2_rep2 c2_rep3 c2_rep4 \\\n", "0 513.393605 502.109101 949.462139 0.000000 3006.548317 \n", "1 1314.382432 404.828763 3723.604607 11838.405382 7586.141805 \n", "\n", " c2_rep5 c3_rep1 c3_rep2 c3_rep3 c3_rep4 \\\n", "0 671.891115 4123.628101 11583.385623 3114.882410 2812.034141 \n", "1 0.000000 336.363330 0.000000 200.425728 3891.630707 \n", "\n", " c3_rep5 \n", "0 2195.550530 \n", "1 1395.146624 " ], "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", " \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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
peptide_idprotein_idc1_rep1c1_rep2c1_rep3c1_rep4c1_rep5c2_rep1c2_rep2c2_rep3c2_rep4c2_rep5c3_rep1c3_rep2c3_rep3c3_rep4c3_rep5
0pept147prot01740.9124600.01393.2600174685.874636513.393605502.109101949.4621390.0000003006.548317671.8911154123.62810111583.3856233114.8824102812.0341412195.550530
1pept424prot03668.8761340.00.000000303.0117911314.382432404.8287633723.60460711838.4053827586.1418050.000000336.3633300.000000200.4257283891.6307071395.146624
\n", "
" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 55 }, { "metadata": {}, "cell_type": "markdown", "source": "We will shift the measurements by a fixed value to make the effect of normalization more visible. First we transform the values to approximate normal distribution and then shift by a fixed value. Then we apply a mask to set to 0.0 cases with 0.0 initial value.", "id": "d932aee15862e19a" }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-19T19:44:55.875660Z", "start_time": "2024-11-19T19:44:55.863760Z" } }, "cell_type": "code", "source": [ "exp_col = [c for c in data_df.columns if '_rep' in c]\n", "random_shift = np.random.uniform(0, 5, len(exp_col)).reshape(1, -1)\n", "mask = data_df[exp_col] > 1\n", "\n", "data_df[exp_col] = 2**(np.log2(data_df[exp_col]+1) + random_shift)\n", "data_df[exp_col] *= mask\n", "data_df.head(2)" ], "id": "5d280354e3257b6e", "outputs": [ { "data": { "text/plain": [ " peptide_id protein_id c1_rep1 c1_rep2 c1_rep3 c1_rep4 \\\n", "0 pept147 prot0 8207.742261 0.0 3340.489492 9174.312026 \n", "1 pept424 prot0 17292.141906 0.0 0.000000 595.087184 \n", "\n", " c1_rep5 c2_rep1 c2_rep2 c2_rep3 c2_rep4 \\\n", "0 1135.664727 1636.533298 23932.710404 0.000000 12038.502978 \n", "1 2904.066879 1320.095946 93785.833003 23282.136174 30369.530123 \n", "\n", " c2_rep5 c3_rep1 c3_rep2 c3_rep3 c3_rep4 \\\n", "0 2916.229804 105123.431332 11897.564858 30812.298059 26757.316943 \n", "1 0.000000 8598.300247 0.000000 1991.856161 37026.338229 \n", "\n", " c3_rep5 \n", "0 38482.987426 \n", "1 24460.121563 " ], "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", " \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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
peptide_idprotein_idc1_rep1c1_rep2c1_rep3c1_rep4c1_rep5c2_rep1c2_rep2c2_rep3c2_rep4c2_rep5c3_rep1c3_rep2c3_rep3c3_rep4c3_rep5
0pept147prot08207.7422610.03340.4894929174.3120261135.6647271636.53329823932.7104040.00000012038.5029782916.229804105123.43133211897.56485830812.29805926757.31694338482.987426
1pept424prot017292.1419060.00.000000595.0871842904.0668791320.09594693785.83300323282.13617430369.5301230.0000008598.3002470.0000001991.85616137026.33822924460.121563
\n", "
" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 56 }, { "metadata": {}, "cell_type": "markdown", "source": "Then, we can create the `PeptidesDataset` object from the tabular data and visualize the peptide abundance distribution. There is an significant level of noise that needs to be corrected before attempting any comparison between the experimental conditions.", "id": "fcf694062ca1b01d" }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-19T19:44:56.118495Z", "start_time": "2024-11-19T19:44:55.916569Z" } }, "cell_type": "code", "source": [ "config = {\n", " # since we create a PeptidesDataset, id_col points to the peptide identifier column\n", " 'id_col': 'peptide_id',\n", " # specify columns of the experimental conditions and their related experiments\n", " 'conditions': {\n", " 'c1': ['c1_rep1', 'c1_rep2', 'c1_rep3', 'c1_rep4', 'c1_rep5'],\n", " 'c2': ['c2_rep1', 'c2_rep2', 'c2_rep3', 'c2_rep4', 'c2_rep5'],\n", " 'c3': ['c3_rep1', 'c3_rep2', 'c3_rep3', 'c3_rep4', 'c3_rep5'],\n", " },\n", " # specify the column name of the protein identifier, so that you can calculate protein abundance values in the end\n", " 'protein_id_col': 'protein_id',\n", "}\n", "raw_pept_dset = PeptidesDataset.from_df(data_df, **config)\n", "\n", "plot_density(\n", " dataset=raw_pept_dset,\n", " log_transform=True,\n", " xlabel='Log2 quantitative value',\n", " ylabel='Density',\n", " title='Raw peptide intensity distribution')\n", "plt.show()\n" ], "id": "a18df490cfdfa5f1", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": "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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 57 }, { "metadata": {}, "cell_type": "markdown", "source": [ "To normalize the dataset, call the `.normalize` method.\n", "Currently, only normalization to the mean value of the peptide distribution is supported with extra options (see documentation).\n", "\n", "When using the default values, the steps during the normalization include: \n", "1. Find the experiment with the most records and consider reference.\n", "2. Calculate mean experiment intensity and the difference from reference.\n", "3. Shift each experiment's intensity by the difference with reference. \n", "\n", "Optionally, you can set reference experiment with the `ref_exp` argument, or a reference experimental condition to automatically pick the reference using the `ref_condition` argument.\n", "\n", "Note that normalization is done on normally distributed data. For this, you need to do any related transformation before and after that step. For example, you might use Log2 transformation before the normalization and back transform to the original scale afterward. " ], "id": "87bbd762916d0c10" }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-19T19:44:56.639665Z", "start_time": "2024-11-19T19:44:56.142245Z" } }, "cell_type": "code", "source": [ "# normalize the dataset\n", "norm_pept_dset = raw_pept_dset\\\n", " .log2_transform()\\\n", " .normalize(method='mean')\\\n", " .log2_backtransform()\n", "\n", "# plot before and after normalization\n", "fig, ax = plt.subplots(1, 2, figsize=(14, 5))\n", "plot_density(\n", " dataset=raw_pept_dset,\n", " log_transform=True,\n", " title='Raw peptide intensity distribution',\n", " ax=ax[0])\n", "\n", "plot_density(\n", " dataset=norm_pept_dset, \n", " log_transform=True,\n", " title='Mean normalized peptide intensity distribution', \n", " ax=ax[1])\n", "plt.tight_layout()\n", "plt.show()\n", "# pept_df" ], "id": "5511b1d041e411c8", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": "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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 58 }, { "metadata": {}, "cell_type": "markdown", "source": "Finally, use the normalized peptide values to calculate protein abundance as the sum of peptide abundance values, and continue your analysis pipeline.", "id": "39e1e6bb9617c8b4" }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-19T19:44:56.697643Z", "start_time": "2024-11-19T19:44:56.686865Z" } }, "cell_type": "code", "source": [ "proteins_dset = norm_pept_dset.to_proteins()\n", "prot_df = proteins_dset.to_table()\n", "prot_df.head(2)" ], "id": "5ae3446d104a4b23", "outputs": [ { "data": { "text/plain": [ " c1_rep1 c1_rep2 c1_rep3 c1_rep4 \\\n", "protein_id \n", "prot0 31591.837412 13990.809596 12324.678681 22023.734731 \n", "prot1 34552.115281 69917.183544 41572.100739 7044.607483 \n", "\n", " c1_rep5 c2_rep1 c2_rep2 c2_rep3 \\\n", "protein_id \n", "prot0 14694.277136 14427.119874 45839.563199 59211.802455 \n", "prot1 8136.515734 8993.403622 26526.500835 21703.822784 \n", "\n", " c2_rep4 c2_rep5 c3_rep1 c3_rep2 \\\n", "protein_id \n", "prot0 23086.862365 22146.803428 31218.149389 28015.428540 \n", "prot1 31303.386236 49314.501471 21025.427164 53153.792459 \n", "\n", " c3_rep3 c3_rep4 c3_rep5 \n", "protein_id \n", "prot0 54998.218152 97102.374965 15396.715568 \n", "prot1 6947.123719 19045.165135 52347.668785 " ], "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", " \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", " \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", "
c1_rep1c1_rep2c1_rep3c1_rep4c1_rep5c2_rep1c2_rep2c2_rep3c2_rep4c2_rep5c3_rep1c3_rep2c3_rep3c3_rep4c3_rep5
protein_id
prot031591.83741213990.80959612324.67868122023.73473114694.27713614427.11987445839.56319959211.80245523086.86236522146.80342831218.14938928015.42854054998.21815297102.37496515396.715568
prot134552.11528169917.18354441572.1007397044.6074838136.5157348993.40362226526.50083521703.82278431303.38623649314.50147121025.42716453153.7924596947.12371919045.16513552347.668785
\n", "
" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 59 } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 5 }