{ "cells": [ { "cell_type": "markdown", "id": "2145ef71", "metadata": {}, "source": [ "# 1 - Guided identification of chromatin segments\n", "\n", "**Description:** This notebook contains an example pipeline to read SRX localization data (in csv format) and perform clustering detection of genomic loci.\n", "\n", "CIMA offers two density-based cluster analysis options: \n", "(i) Density-based spatial clustering of applications with noise (DBSCAN)\n", "(ii) Density-Based Clustering Based on Hierarchical Density Estimates (HDBSCAN)\n", "\n", "In this example pipeline we will use DBSCAN option.\n", "DBSCAN relies on two parameters:\n", "\n", "'eps' is the maximum distance between two data points to be considered in the same neighborhood \\\n", "It defines the neighborhood around a data point i.e. if the distance between two points is lower or equal to ‘eps’ then they are considered as neighbors. If the eps value is chosen too small then a large part of the data will be considered as noise. If it is chosen very large then the clusters will merge and majority of the data points will be in the same clusters. In CIMA the optimal eps value is chosen based on the k-distance graph that allows for an estimate of the noise level versus signal. \n", "\n", "'min_samples' is the minimum amount of neighbors a data points should have signal \\\n", "Minimum number of neighbors (data points) within eps radius. The denser the dataset, the larger value of min_samples must be chosen. As a general rule, the minimum min_samples can be derived from the number of dimensions D in the dataset as, MinPts >= D+1. The minimum value of MinPts must be chosen at least 3.\n", "\n", "We will get back to this in the dedicated section of the notebook.\n", "\n", "The notebooks provide an example of varied steps in the pipelines that the user can perform.\n", "Note, density based methods are heavily biased by the presence of beads in the FOV/ROI. Altough we implemented a function to remove them from drift-corrected point-clouds, we raccomend the user to take care of them before running this pipeline.\n", "\n", "\n", "### Content:\n", "\n", "[Read file and create a structural object in the chromatin universe](#ParseCSV)
\n", "[Filter localization by varied evaluators from structural object](#Filter)
\n", "[Detect beads in the FOV](#beadsfind)
\n", "[Define a user-defined ROI](#ROI)
\n", "[Detection of genomic regions with DBSCAN grid sreach](#GridSearch)
\n", "[Batch-process](#batch-walk-run)
\n", "\n", "Next notebook to run is: \n", "[Experimental quality assessment](2_Experimental_quality_assessment)" ] }, { "cell_type": "code", "execution_count": null, "id": "230d47fb", "metadata": {}, "outputs": [], "source": [ "#import libaries\n", "import os\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "from cima.segments.segment_info import *\n", "from cima.parsers.parser_csv import *\n", "from cima.utils.visualization import *\n", "from cima.detection import clusters as CL\n", "from cima.detection import beads_identification as BI\n", "from cima.segments import segment_gaussian as SG\n" ] }, { "cell_type": "markdown", "id": "05451349", "metadata": {}, "source": [ "**Read file and create a structural object in the chromatin universe**
\n", " " ] }, { "cell_type": "code", "execution_count": 2, "id": "0220a7e0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: TEST/SVABext027_MS-rep_loc003_co16_bg50_xy20-z40_cell3_nb_r124_dc1.csv\n", "No Of Localisation: 730223\n", "First Localisation:(Time 0 ClusterID 0 Chromosome 0: 27095.8 ,14800.9 ,-439.851)\n", "Last Localisation: (Time 3 ClusterID 0 Chromosome 0: 43553.4 ,9042.31 ,3342.33)\n", "\n" ] } ], "source": [ "# Define the input path and file name\n", "pathin = \"TEST/\"\n", "filein = \"SVABext027_MS-rep_loc003_co16_bg50_xy20-z40_cell3_nb_r124_dc1.csv\"\n", "\n", "# Read the CSV file and create a structural object in the chromatin universe\n", "# The content_type specifies which content should be required from the file (srx, thunderstorm, xyztimepoint, free) and how the columns should be ranamed\n", "# The metadata dictionary contains additional information about the experiment\n", "# - \"experimentID\": A unique identifier for the experiment\n", "# - \"date\": The date when the experiment was conducted\n", "# - in can recive user-define metadata\n", "objIN = CSVParser.read_CSV_file(pathin + filein, metadata={\"experimentID\": \"test\", \"date\": \"19_04\"},content_type=\"srx\")\n", "print(objIN)" ] }, { "cell_type": "code", "execution_count": 3, "id": "49d69368", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'experimentID': 'test', 'date': '19_04', 'filename': 'TEST/SVABext027_MS-rep_loc003_co16_bg50_xy20-z40_cell3_nb_r124_dc1.csv'}\n" ] } ], "source": [ "# Print the metadata of the structural object\n", "print(objIN.metadata)" ] }, { "cell_type": "code", "execution_count": 4, "id": "22c92ec7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'experimentID': 'test',\n", " 'date': '19_04',\n", " 'filename': 'TEST/SVABext027_MS-rep_loc003_co16_bg50_xy20-z40_cell3_nb_r124_dc1.csv'}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#Metadatinfo\n", "objIN.metadata" ] }, { "cell_type": "markdown", "id": "5f60df20", "metadata": {}, "source": [ "The core of a Segment object is its atomList attribute, which contains a pandas DataFrame with all the data about localizations" ] }, { "cell_type": "code", "execution_count": 5, "id": "0afe1be6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['imageID', 'cycle', 'zstep', 'frame', 'accum', 'photoncount',\n", " 'photoncount11', 'photoncount12', 'photoncount21', 'photoncount22',\n", " 'psfx', 'psfy', 'psfz', 'psfphotoncount', 'x', 'y', 'z', 'amp',\n", " 'background11', 'background12', 'background21', 'background22',\n", " 'maxResidualSlope', 'chi', 'loglike', 'accuracy', 'llr', 'timepoint',\n", " 'xprec', 'yprec', 'zprec', 'frame-timestamp', 'vis-probe',\n", " 'record_name', 'clusterID', 'chromosomes', 's11', 's12', 'shiftz',\n", " 'mass'],\n", " dtype='object')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "objIN.atomList.columns" ] }, { "cell_type": "markdown", "id": "4d4aac11", "metadata": {}, "source": [ "To determine the number of time steps are forming a givven structural object, we use the `no_of_Times()` method in CIMA. This method returns the number of distinct time steps present in the structural object,." ] }, { "cell_type": "code", "execution_count": 6, "id": "de25bc0a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "no_of_Times: 3\n" ] } ], "source": [ "nSteps=objIN.no_of_Times()\n", "print (\"no_of_Times:\",nSteps)\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "680fe9d4", "metadata": {}, "outputs": [], "source": [ "# Get a single time segment from the structural object\n", "\n", "obj = objIN.get_Time_segment(timepoint=1)\n", "\n", "# Alternative: one can get multiple time segments using the get_multiple_Time_segment method\n", "# obj_multiple = obj.get_multiple_Time_segment(timepoints=[1, 2, 3])" ] }, { "cell_type": "markdown", "id": "04ff2222", "metadata": {}, "source": [ "**Filter localization by varied evaluators from structural object**
\n", " " ] }, { "cell_type": "markdown", "id": "ca9672c0", "metadata": {}, "source": [ "Precision Filter\n", "\n", "The `PrecisionFilter` method is used to filter localizations based on their precision values. Precision values are typically associated with the uncertainty in the localization of points in the dataset. By applying this filter, we can remove points that have high uncertainty, thereby improving the quality of the data for further analysis.\n", "\n", "The `factor` parameter is a list that specifies the threshold for filtering in each dimension (x, y, z). In this example, `factor=[20,20,50]` means that localizations with precision values greater than 50 in any of the x, y, or z dimensions will be filtered out." ] }, { "cell_type": "code", "execution_count": 8, "id": "c5e97f7f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: TEST/SVABext027_MS-rep_loc003_co16_bg50_xy20-z40_cell3_nb_r124_dc1.csv\n", "No Of Localisation: 293159\n", "First Localisation:(Time 1 ClusterID 0 Chromosome 0: 26565.4 ,16846.0 ,-300.668)\n", "Last Localisation: (Time 1 ClusterID 0 Chromosome 0: 35727.2 ,13044.3 ,3402.43)\n", "\n" ] } ], "source": [ "obj=obj.PrecisionFilter(factor=[50,50,50])\n", "print (obj)" ] }, { "cell_type": "markdown", "id": "50d711eb", "metadata": {}, "source": [ "To visualize the point cloud data in 2D, we use the CIMA `plotClustering2DProjections` function to plot the 2D projections of the subsampled coordinates. To speed up the plotting we create a random subsample of the coordinates with approximately 10% of the points from the full dataset." ] }, { "cell_type": "code", "execution_count": 9, "id": "76632dc3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/xq/7zsdfhq12yq1gq3789_q_3hr0000gn/T/ipykernel_31505/2629043428.py:4: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " fig.show()\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "coord=obj.Getcoord()\n", "sub=coord[np.random.choice([True, False], len(coord), replace=True, p=[0.1, 0.9])]\n", "fig=plotClustering2DProjections(sub)\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "835cb3c5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[26565.4 , 16846. , -300.668],\n", " [29210.4 , 16926.5 , 379.981],\n", " [47235.4 , 9174.81 , 345.697],\n", " ...,\n", " [33757.8 , 9411.71 , 3553.89 ],\n", " [33782.9 , 9414.26 , 3561.47 ],\n", " [35727.2 , 13044.3 , 3402.43 ]])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "coord" ] }, { "cell_type": "markdown", "id": "87edce76", "metadata": {}, "source": [ "We can also visualize the point cloud in 3D with the CIMA `plotClustering3D` function" ] }, { "cell_type": "code", "execution_count": 11, "id": "2f2af3ca", "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "00e41e7a6eb94976a6b5668853ce780b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Widget(value=\"