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June 13, 2025 14:12
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GCaMP ΔF/F₀ Analysis
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "57ab1553-b760-4359-a6c4-d6766b294de5", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import imageio.v3 as iio\n", | |
| "import numpy as np\n", | |
| "import pandas as pd\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "import os\n", | |
| "%matplotlib inline" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "b31064b3-717a-41f2-9243-9bcd301fa8ba", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Path to video file (MP4 or Tiff)\n", | |
| "file_path = '/MCAM_data/GFP_Cardiac_Organoids_ROI_20250318_142054_829/well_A2.mp4'\n", | |
| "\n", | |
| "# Load image\n", | |
| "with iio.imopen(file_path, \"r\") as f:\n", | |
| " metadata = f.metadata(index=None)\n", | |
| " image_stack = f.read()\n", | |
| "\n", | |
| "# Retrieve FPS from video metadata\n", | |
| "fps = metadata.get(\"fps\")\n", | |
| "\n", | |
| "# Convert to grayscale movie \n", | |
| "if image_stack.ndim == 4:\n", | |
| " n_frames = image_stack.shape[0]\n", | |
| " image_stack_gray = image_stack.mean(axis=-1)\n", | |
| "else: \n", | |
| " n_frames = 1 if image_stack.ndim == 2 else image_stack.shape[0]\n", | |
| " image_stack_gray = image_stack" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "00227ba7-eb6b-4801-8de5-8eba63f6b5a9", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 800x600 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# Display the first frame\n", | |
| "fig, ax = plt.subplots(figsize=(8, 6))\n", | |
| "im = ax.imshow(image_stack_gray[0], cmap=\"gray\")\n", | |
| "ax.set_title(\"First Frame – Baseline Fluorescence\")\n", | |
| "ax.set_xlabel(\"Pixels (X)\")\n", | |
| "ax.set_ylabel(\"Pixels (Y)\")\n", | |
| "plt.colorbar(im, ax=ax, label=\"Fluorescence Intensity\")\n", | |
| "plt.tight_layout()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "e9d3d0c5-8204-4cee-abc6-855483981d24", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Calculate mean fluorescence per frame\n", | |
| "mean_fluorescence_per_frame = image_stack_gray.mean(axis=(1, 2))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "90c3bf6f-bd8c-488e-83eb-71f85fa29a52", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Construct a time axis in seconds\n", | |
| "frame_numbers = np.arange(1, len(mean_fluorescence_per_frame) + 1)\n", | |
| "time_seconds = frame_numbers / fps" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "51344c8c-a3eb-43e5-a0b3-0f9be30f0459", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Compute ΔF/F₀ (change relative to baseline)\n", | |
| "# ΔF/F₀ normalises fluorescence changes so that 0 % means \"no change\" and\n", | |
| "# 100 % would equal a doubling of brightness relative to the first frame.\n", | |
| "baseline_fluorescence = mean_fluorescence_per_frame[0]\n", | |
| "delta_f_over_f0 = (mean_fluorescence_per_frame - baseline_fluorescence) / baseline_fluorescence" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "83a658ae-df70-495e-93a5-6cfd59df6662", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div>\n", | |
| "<style scoped>\n", | |
| " .dataframe tbody tr th:only-of-type {\n", | |
| " vertical-align: middle;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe tbody tr th {\n", | |
| " vertical-align: top;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>frame</th>\n", | |
| " <th>time_seconds</th>\n", | |
| " <th>delta_f_over_f0_percent</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>1</td>\n", | |
| " <td>0.033333</td>\n", | |
| " <td>0.000000</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>2</td>\n", | |
| " <td>0.066667</td>\n", | |
| " <td>-0.029512</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>3</td>\n", | |
| " <td>0.100000</td>\n", | |
| " <td>-0.751937</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>4</td>\n", | |
| " <td>0.133333</td>\n", | |
| " <td>-1.583225</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>4</th>\n", | |
| " <td>5</td>\n", | |
| " <td>0.166667</td>\n", | |
| " <td>-2.763665</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>...</th>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>445</th>\n", | |
| " <td>446</td>\n", | |
| " <td>14.866667</td>\n", | |
| " <td>-34.653200</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>446</th>\n", | |
| " <td>447</td>\n", | |
| " <td>14.900000</td>\n", | |
| " <td>-35.213728</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>447</th>\n", | |
| " <td>448</td>\n", | |
| " <td>14.933333</td>\n", | |
| " <td>-35.130025</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>448</th>\n", | |
| " <td>449</td>\n", | |
| " <td>14.966667</td>\n", | |
| " <td>-35.530573</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>449</th>\n", | |
| " <td>450</td>\n", | |
| " <td>15.000000</td>\n", | |
| " <td>-35.692430</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "<p>450 rows × 3 columns</p>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " frame time_seconds delta_f_over_f0_percent\n", | |
| "0 1 0.033333 0.000000\n", | |
| "1 2 0.066667 -0.029512\n", | |
| "2 3 0.100000 -0.751937\n", | |
| "3 4 0.133333 -1.583225\n", | |
| "4 5 0.166667 -2.763665\n", | |
| ".. ... ... ...\n", | |
| "445 446 14.866667 -34.653200\n", | |
| "446 447 14.900000 -35.213728\n", | |
| "447 448 14.933333 -35.130025\n", | |
| "448 449 14.966667 -35.530573\n", | |
| "449 450 15.000000 -35.692430\n", | |
| "\n", | |
| "[450 rows x 3 columns]" | |
| ] | |
| }, | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "# Organize the results\n", | |
| "results_df = pd.DataFrame({\n", | |
| " \"frame\": frame_numbers,\n", | |
| " \"time_seconds\": time_seconds,\n", | |
| " \"delta_f_over_f0_percent\": delta_f_over_f0 * 100\n", | |
| "})\n", | |
| "results_df" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "id": "f30e890c-1f97-4bb4-9838-70b4fb0c3795", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 1000x600 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# Plot the fluorescence dynamics over time\n", | |
| "plt.figure(figsize=(10, 6))\n", | |
| "plt.plot(\n", | |
| " results_df[\"time_seconds\"],\n", | |
| " results_df[\"delta_f_over_f0_percent\"],\n", | |
| " label=\"ΔF/F₀ (%)\",\n", | |
| " linewidth=2\n", | |
| ")\n", | |
| "plt.xlabel(\"Time (seconds)\")\n", | |
| "plt.ylabel(\"ΔF/F₀ (%)\")\n", | |
| "plt.title(\"Fluorescence Changes Over Time\")\n", | |
| "plt.grid(True, alpha=0.3)\n", | |
| "plt.legend()\n", | |
| "plt.text(\n", | |
| " 0.02, 0.98,\n", | |
| " f'Baseline F₀: {baseline_fluorescence:.0f}',\n", | |
| " transform=plt.gca().transAxes,\n", | |
| " fontsize=10,\n", | |
| " verticalalignment='top',\n", | |
| " bbox=dict(boxstyle='round', facecolor='wheat', alpha=0.8)\n", | |
| ")\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": "3.12.10" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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pip install uv
uv pip install jupyter imageio scipy numpy pandas matplotlib
uv run jupyter notebook