{ "cells": [ { "cell_type": "markdown", "id": "7ea6964e-145b-4e55-b659-704c671a6e9a", "metadata": {}, "source": [ "# Tutorial 10: Calculate and fit physical versus genomic distance distribution\n", "\n", "This tutorial walks through the standard workflow for calculatng the physical versus genomic distance from a trace file." ] }, { "cell_type": "markdown", "id": "ae1ed772-d81f-47f3-a819-b6a2aefd4366", "metadata": {}, "source": [ "## Step 0: Set-up your data and output path" ] }, { "cell_type": "code", "execution_count": 1, "id": "e5285667-378e-4cd2-bd73-ebd8ddd6d325", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Input trace: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_filtered_all.ecsv\n" ] } ], "source": [ "import os\n", "from pathlib import Path\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "%matplotlib inline\n", "\n", "#Set up your folder data and destination paths:\n", "\n", "data_path = \"/mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2\"\n", "dest_path = f\"{data_path}/output\"\n", "\n", "# Cortex tissue from tutorials 1-5\n", "input_trace = f\"{dest_path}/merged_traces_filtered_all.ecsv\"\n", "\n", "print(f\"Input trace: {input_trace}\")" ] }, { "cell_type": "markdown", "id": "1592f8ea-9867-4eb0-a1e5-ee7842eaa699", "metadata": {}, "source": [ "## Step 1: Calculate physical vs genomic distances" ] }, { "cell_type": "code", "execution_count": 8, "id": "7e2f9537-eb4f-4939-9c7d-530c41db6c86", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------- Running trace_physical_vs_genomic_distance.py --------\n", "`trace_physical_vs_genomic_distance.py` summarizes how physical chromatin-trace distances change with genomic separation. It reads a chromatin trace table, computes pairwise distances between all barcode loci in each trace, bins those distances by genomic distance, and writes a CSV table that can also be plotted as a log-log physical-vs-genomic-distance curve.\n", "\n", "$ Importing table from pyHiM format\n", "Successfully loaded trace table: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_filtered_all.ecsv\n", "Calculating physical distances: 100%|███| 1792/1792 [00:00<00:00, 12389.59it/s]\n", "Binning physical vs genomic distance for 3D: 100%|█| 50/50 [00:00<00:00, 73.55i\n", "Binning physical vs genomic distance for X: 100%|█| 50/50 [00:00<00:00, 73.63it\n", "Binning physical vs genomic distance for Y: 100%|█| 50/50 [00:00<00:00, 74.33it\n", "Binning physical vs genomic distance for Z: 100%|█| 50/50 [00:00<00:00, 74.67it\n", "> Exporting figure to: /mnt/grey/DATA/users/zidoum/traceraptops/data/Boettiger/Replicate2/output/merged_traces_filtered_all_physical_vs_genomic_plot.png\n", "Saved physical-vs-genomic distance table to binned_physical_vs_genomic_distances.csv\n" ] } ], "source": [ "!trace_physical_vs_genomic_distance.py --input {input_trace}" ] }, { "cell_type": "markdown", "id": "3057aa7e-4629-4547-bd07-9ebbd48d68e9", "metadata": {}, "source": [ "## Step 2: Display results" ] }, { "cell_type": "code", "execution_count": 9, "id": "cb470a15-6212-4dec-a987-24afb5fc387f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_file = f\"{dest_path}/merged_traces_filtered_all_physical_vs_genomic_plot.png\"\n", "\n", "img = mpimg.imread(plot_file)\n", "fig, ax = plt.subplots(figsize=(25, 15))\n", "ax.imshow(img)\n", "ax.axis('off')\n", "ax.set_title(\"4M plot: colocalization with anchor barcode 10\", fontsize=14)\n", "plt.tight_layout()\n", "plt.show()" ] } ], "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": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }