{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "cell-0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Input file: /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces.ecsv\n", "Output folder: /home/devos/Documents/data_to_compare_pdx1/PDX1/\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "\n", "# Data path from Tutorial 1\n", "data_path = \"/home/devos/Documents/data_to_compare_pdx1/PDX1\"\n", "dest_path = f\"{data_path}/\"\n", "\n", "# Input file from Tutorial 1\n", "input_trace = f\"{dest_path}/merged_traces.ecsv\"\n", "\n", "print(f\"Input file: {input_trace}\")\n", "print(f\"Output folder: {dest_path}\")" ] }, { "cell_type": "markdown", "id": "cell-1", "metadata": {}, "source": [ "# Tutorial 2: Quality Control Analysis of Merged Chromatin Traces\n", "\n", "Before filtering or downstream analysis, assess your data quality through comprehensive statistical analysis.\n", "\n", "`trace_analyzer` computes:\n", "- **Trace Statistics**: Distribution of barcode counts per trace\n", "- **Barcode Detection**: How reliably each barcode is detected (bootstrap analysis)\n", "- **Neighbor Distances**: Spacing between consecutive barcodes (ΔX, ΔY, ΔZ)\n", "- **Barcode Frequencies**: How often individual barcodes appear\n", "- **Spatial KDE Projections**: Density heatmaps showing where spots are located in X, Y, Z\n", "\n", "These metrics guide filtering decisions in Tutorial 3." ] }, { "cell_type": "markdown", "id": "cell-2", "metadata": {}, "source": [ "## Step 1: Run Quality Control Analysis" ] }, { "cell_type": "code", "execution_count": 2, "id": "cell-3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "1 trace files to process= /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces.ecsv\n", "$ Importing table from pyHiM format\n", "Successfully loaded trace table: /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces.ecsv\n", "> Analyzing traces for /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces.ecsv\n", "$ Number of spots in trace file: 31407\n", "$ Calculating overall barcode detection across 3388 traces...\n", "$ Exporting barcode detection plot to: /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces_barcode_detection.png\n", "$ Saved neighbor distances plot: /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces_first_neighbor_distances.png\n", "$ Mean distances between neighboring barcodes: X=-0.000, Y=-0.001, Z=-0.021\n", "$ Calculating barcode stats...\n", "$ Exporting relative barcode frequencies figure to: /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces_relative_barcode_frequencies.png\n", "$ Saved KDE projection plot: /home/devos/Documents/data_to_compare_pdx1/PDX1//merged_traces_kde_projections.png\n", "Finished execution\n" ] } ], "source": [ "# Run trace_analyzer for detailed quality metrics\n", "!trace_analyzer --input {input_trace}" ] }, { "cell_type": "markdown", "id": "cell-4", "metadata": {}, "source": [ "## Step 2: Barcode Detection Efficiency" ] }, { "cell_type": "code", "execution_count": 3, "id": "cell-5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_file = f\"{dest_path}/merged_traces_barcode_detection.png\"\n", "img = mpimg.imread(plot_file)\n", "fig, ax = plt.subplots(figsize=(14, 6))\n", "ax.imshow(img)\n", "ax.axis('off')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-6", "metadata": {}, "source": [ "This plot shows how often each individual barcode is detected across all traces. Each barcode is represented by a **violin plot** (bootstrap distribution with 1000 iterations), which shows:\n", "\n", "- **Height of the violin**: Range of detection frequencies (0-100%)\n", "- **Median line**: Most common detection frequency\n", "- **Shape**: Distribution shape indicates consistency\n", "\n", "**Interpretation:**\n", "- Narrow violin = reliable barcode (consistent detection)\n", "- Wide violin = unreliable barcode (variable detection)\n", "- Barcodes with very low median detection may be candidates for `--remove_barcode` in Tutorial 3" ] }, { "cell_type": "markdown", "id": "cell-7", "metadata": {}, "source": [ "## Step 3: Neighbor Distance Distribution" ] }, { "cell_type": "code", "execution_count": 4, "id": "cell-8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_file = f\"{dest_path}/merged_traces_first_neighbor_distances.png\"\n", "img = mpimg.imread(plot_file)\n", "fig, ax = plt.subplots(figsize=(14, 6))\n", "ax.imshow(img)\n", "ax.axis('off')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-9", "metadata": {}, "source": [ "This plot shows distances between **consecutive barcodes** (barcode_i+1 - barcode_i) for all traces. Three distributions are shown:\n", "\n", "- **ΔX (blue)**: Distance in X dimension\n", "- **ΔY (green)**: Distance in Y dimension\n", "- **ΔZ (red)**: Distance in Z dimension (optical axis)\n", "\n", "**Interpretation:**\n", "- Bell-shaped, centered near 0 = uniform spacing between barcodes (expected)\n", "- Large spread or multiple peaks = inconsistent spacing or detection issues\n", "- ΔZ much larger than ΔX/ΔY = potential focusing problems" ] }, { "cell_type": "markdown", "id": "cell-10", "metadata": {}, "source": [ "## Step 4: Barcode Repetition Patterns" ] }, { "cell_type": "code", "execution_count": 5, "id": "cell-11", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_file = f\"{dest_path}/merged_traces_relative_barcode_frequencies.png\"\n", "img = mpimg.imread(plot_file)\n", "fig, ax = plt.subplots(figsize=(14, 6))\n", "ax.imshow(img)\n", "ax.axis('off')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-12", "metadata": {}, "source": [ "This plot shows how often individual barcodes are **repeated** within single traces:\n", "\n", "- **Y-axis**: Number of times each barcode appears per trace (repetition count)\n", "- Near 1 = barcode appears once per trace (ideal)\n", "- Toward 2+ = barcode frequently duplicated (optical artifacts or detection noise)\n", "\n", "Duplicated barcodes are handled in Tutorial 4 (`--clean_spots`)." ] }, { "cell_type": "markdown", "id": "cell-13", "metadata": {}, "source": [ "## Step 5: Trace Statistics Summary" ] }, { "cell_type": "code", "execution_count": 6, "id": "cell-14", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_file = f\"{dest_path}/merged_traces_trace_statistics.png\"\n", "img = mpimg.imread(plot_file)\n", "fig, ax = plt.subplots(figsize=(16, 6))\n", "ax.imshow(img)\n", "ax.axis('off')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-15", "metadata": {}, "source": [ "Three distributions across all traces:\n", "\n", "- **N_barcodes** (left): Number of barcode detections per trace\n", "- **N_unique_barcodes** (middle): Number of distinct barcodes per trace\n", "- **N_repeated_barcodes** (right): Number of barcodes appearing more than once per trace\n", "\n", "**Interpretation:**\n", "- N_barcodes median indicates trace completeness → guides `--n_barcodes` threshold in Tutorial 3\n", "- N_repeated_barcodes > 0 indicates duplicates → handled in Tutorial 4" ] }, { "cell_type": "markdown", "id": "cell-16", "metadata": {}, "source": [ "## Step 6: Spatial Distribution (KDE Projections)" ] }, { "cell_type": "code", "execution_count": 7, "id": "cell-17", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_file = f\"{dest_path}/merged_traces_kde_projections.png\"\n", "img = mpimg.imread(plot_file)\n", "fig, ax = plt.subplots(figsize=(14, 10))\n", "ax.imshow(img)\n", "ax.axis('off')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cell-18", "metadata": {}, "source": [ "This figure shows **kernel density estimation (KDE)** heatmaps of all spot positions projected onto three planes:\n", "\n", "- **XY projection** (left): Top-down view of the sample. Bright regions = high spot density.\n", "- **XZ projection** (top-right): Side view along Y. Shows the Z range where spots are concentrated.\n", "- **YZ projection** (bottom-right): Side view along X.\n", "\n", "**How this helps for filtering:**\n", "- The **XZ** and **YZ** panels reveal the usable Z range. If spots concentrate between Z = 3 and Z = 11 µm,\n", " you can set `--z_min 3.0 --z_max 11.0` in Tutorial 3 to remove out-of-focus outliers.\n", "- If the **XY** panel shows spots concentrated in a sub-region, you could use\n", " `--x_min` / `--x_max` / `--y_min` / `--y_max` to exclude border artifacts.\n", "- A uniform XY distribution is normal; clusters may indicate imaging artifacts or biological structure." ] }, { "cell_type": "markdown", "id": "cell-19", "metadata": {}, "source": [ "## Step 7: Using QC Insights for Filtering\n", "\n", "From the QC plots above, you can extract key metrics to guide filtering in Tutorial 3:\n", "\n", "| Plot | What to Look For | Filter Option |\n", "|------|------------------|---------------|\n", "| Barcode Detection | Barcodes with very low median | `--remove_barcode` |\n", "| Trace Statistics | N_barcodes median | `--n_barcodes` |\n", "| Trace Statistics | N_repeated_barcodes > 0 | `--clean_spots` (Tutorial 4) |\n", "| KDE Projections | Z range with spot concentration | `--z_min` / `--z_max` |\n", "| KDE Projections | XY border artifacts | `--x_min` / `--y_max` etc. |" ] }, { "cell_type": "markdown", "id": "cell-20", "metadata": {}, "source": [ "## Summary\n", "\n", "Quality control revealed important characteristics of your merged dataset:\n", "\n", "- **Trace completeness** — How many barcodes detected per trace\n", "- **Barcode reliability** — Detection consistency for each barcode\n", "- **Spatial distribution** — Where spots concentrate in X, Y, Z (KDE projections)\n", "- **Neighbor spacing** — Distance characteristics (ΔX, ΔY, ΔZ)\n", "- **Duplicate barcodes** — Repetition patterns across traces\n", "\n", "**Next:** [Tutorial 3 — Filter Traces](tutorial_03_filter_thresholds.ipynb) using insights from these QC metrics" ] } ], "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 }