{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 4: Mouse Spleen Dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this tutorial, we analyse the dataset of two mouse spleen sections based on SPOTS (Spatial PrOtein and Transcriptome Sequencing)\n", "\n", "All datasets used in this paper are available at https://doi.org/10.5281/zenodo.14854747." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading package" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "import torch\n", "import anndata\n", "import pandas as pd\n", "import scanpy as sc\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy.sparse import csr_matrix\n", "\n", "import os\n", "## Should be replaced with the R package installation path\n", "os.environ['R_HOME'] = 'E:/R-4.3.1'\n", "os.environ['R_USER'] = 'E:/anaconda/lib/site-packages/rpy2'\n", "\n", "import sys\n", "sys.path.append(r'../..')\n", "from Model.INR import INRModel\n", "from Model.utils import mclust_R, reorder_categories\n", "from Model.model import DCCAE\n", "from Model.preprocess import fix_seed, preprocessing\n", "fix_seed(2024)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data and preprocessing" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SPOTS data preprocessing have done!\n", "Dimensions after preprocessed adata_modal_1: (2568, 3000)\n", "Dimensions after preprocessing adata_modal_2: (2568, 21)\n" ] } ], "source": [ "adata_modality_1 = sc.read_h5ad(\"../Data/Mouse_Spleen_1/adata_RNA.h5ad\")\n", "adata_modality_2 = sc.read_h5ad(\"../Data/Mouse_Spleen_1/adata_ADT.h5ad\")\n", "\n", "adata_modality_1.var_names_make_unique()\n", "adata_modality_2.var_names_make_unique()\n", "\n", "fix_seed(2024)\n", "adata_modality_1, adata_modality_2 = preprocessing(adata_modality_1, adata_modality_2, 'SPOTS')\n", "adata_modality_1.X = adata_modality_1.uns['INR']\n", "adata_modality_2.obsm['X_pca'] = adata_modality_2.uns['INR']\n", "sc.pp.pca(adata_modality_1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Training the model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### INR module" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All parameters of the INR model remain the same across the two slices.\n", "\n", "| replicate | epoch of modality 1 | epoch of modality 2 |\n", "|:------:|:------:|:------:|\n", "| 1 | 500 | 500 |\n", "| 2 | 500 | 500 |" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "## INR module training\n", "def Spatially_Continuous_Reconstruction(adata, epoch_num):\n", " coords = adata.obsm['spatial'].astype(np.float32)\n", " node_feats = adata.X.astype(np.float32)\n", "\n", " coords = torch.from_numpy(coords).float()\n", " if isinstance(node_feats, csr_matrix):\n", " node_feats = node_feats.toarray()\n", " node_feats = torch.from_numpy(node_feats).float()\n", " \n", " device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", " node_feats = node_feats.to(device)\n", " coords = coords.to(device)\n", " \n", " print(f'out_dim: {node_feats.shape[1]}')\n", "\n", " model = INRModel(\n", " X=node_feats,\n", " spatial_coord=coords,\n", " device=device,\n", " learning_rate=1e-4,\n", " reg_par=0,\n", " epoch_num=epoch_num,\n", " print_train_log_info=True\n", " )\n", "\n", " reconstructed_X = model.fit()\n", " if 'INR' not in adata.uns:\n", " adata.uns['INR'] = reconstructed_X\n", "\n", "# modality 1\n", "Spatially_Continuous_Reconstruction(adata_modality_1, 500)\n", "\n", "# modality 2\n", "Spatially_Continuous_Reconstruction(adata_modality_2, 500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### DCCAE module" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Training Progress: 0%| | 0/150 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "adata_analysis = sc.read_h5ad(\"D:/study/learning/spatial_transcriptome/papers/spatial_multi_omics-main/Results/Mouse_Spleen_Replicate1.h5ad\")\n", "\n", "colors = [\n", " '#fdf0d5', '#f9c74f', '#83c5be', '#99582a', '#3f5e66', '#ee6055'\n", "]\n", "\n", "fig,ax = plt.subplots(nrows=1, ncols=1, figsize=(6, 6))\n", "sc.pl.embedding(adata_analysis, basis='spatial', color='SpaKnit', ax=ax, s=180, show=False, palette=colors)\n", "ax.set_title(f'')\n", "ax.set_xlabel('')\n", "ax.set_ylabel('')\n", "# remove legend\n", "ax.get_legend().remove()\n", "for spine in ax.spines.values():\n", " spine.set_visible(False)\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "colors = [\n", " '#dee2e6', '#f9c74f', '#dee2e6', '#99582a', '#dee2e6', '#ee6055'\n", "]\n", "\n", "fig,ax = plt.subplots(nrows=1, ncols=1, figsize=(6, 6))\n", "sc.pl.embedding(adata_analysis, basis='spatial', color='SpaKnit', ax=ax, s=180, show=False, palette=colors)\n", "ax.set_title(f'')\n", "ax.set_xlabel('')\n", "ax.set_ylabel('')\n", "# remove legend\n", "ax.get_legend().remove()\n", "for spine in ax.spines.values():\n", " spine.set_visible(False)\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "colors = [\n", " '#fdf0d5', '#dee2e6', '#83c5be', '#dee2e6', '#3f5e66', '#dee2e6'\n", "]\n", "fig,ax = plt.subplots(nrows=1, ncols=1, figsize=(6, 6))\n", "sc.pl.embedding(adata_analysis, basis='spatial', color='SpaKnit', ax=ax, s=180, show=False, palette=colors)\n", "ax.set_title(f'')\n", "ax.set_xlabel('')\n", "ax.set_ylabel('')\n", "# remove legend\n", "ax.get_legend().remove()\n", "for spine in ax.spines.values():\n", " spine.set_visible(False)\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "## Restoring the results\n", "# obs store the clustering results\n", "# uns store the integrated embeddings\n", "# adata_SpaKnit = anndata.AnnData()\n", "# adata_SpaKnit = anndata.AnnData()\n", "# adata_SpaKnit.obs['SpaKnit'] = adata_modality_1.obs['clusters_mclust']\n", "# adata_SpaKnit.obsm['SpaKnit'] = adata_modality_1.obsm['DCCAE']\n", "# adata_SpaKnit.obsm['spatial'] = adata_modality_1.obsm['spatial']\n", "# adata_SpaKnit.write_h5ad('./Results/Mouse_Spleen_Replicate1.h5ad')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Identifying the marker genes" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: Default of the method has been changed to 't-test' from 't-test_overestim_var'\n" ] } ], "source": [ "## calculate the marker genes\n", "sc.tl.dendrogram(adata_modality_1, groupby='clusters_mclust')\n", "sc.tl.rank_genes_groups(adata_modality_1, groupby='clusters_mclust', use_raw=False)\n", "\n", "rank_genes = sc.get.rank_genes_groups_df(adata_modality_1, group=None)\n", "rank_genes.to_excel(\"./Results/Visualization/Mouse_Spleen/Replicate2/\" + 'Replicate2_marker_genes.xlsx', index=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Histological Validation of Mouse Spleen Structures \n", "The Histological image of mouse spleen replicate 1 is processed using standard image-processing techniques (filtering and binarization) to identify vesicular germinal centers (GCs) and smooth macrophage-enriched regions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### germinal centers (GCs)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import cv2\n", "\n", "# Open the image file\n", "image_path = r\"D:/study/learning/spatial_transcriptome/papers/spatial_multi_omics-main/data/Mouse_Spleen_1/tissue_hires_image.png\"\n", "image = cv2.imread(image_path)\n", "image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n", "\n", "# Get the height and width of the image\n", "height, width, _ = image.shape\n", "\n", "# Calculate the start and end coordinates for the cropping area\n", "start_x = int(width * 0.15) # Start at 15% of the width\n", "start_y = int(height * 0.08) # Start at 8% of the height\n", "end_x = int(width * 0.9) # End at 90% of the width\n", "end_y = int(height * 0.85) # End at 85% of the height\n", "\n", "# Crop the middle 80% of the image\n", "image = image[start_y:end_y, start_x:end_x]\n", "\n", "image = cv2.GaussianBlur(image, (51, 51), 0)\n", "\n", "# Convert the image to grayscale\n", "gray_image = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)\n", "\n", "# Perform binary thresholding; the threshold value can be adjusted according to the actual situation\n", "_, binary_image = cv2.threshold(gray_image, 185, 255, cv2.THRESH_BINARY)\n", "\n", "# Create a black image of the same size as the original image for drawing the binary red and blue regions, and add an alpha channel\n", "result_image = np.zeros((image.shape[0], image.shape[1], 4), dtype=np.uint8)\n", "\n", "# Set the transparency of red and blue, ranging from 0 to 255, with higher values being less transparent\n", "red_alpha = 255 # Transparency of red\n", "blue_alpha = 0 # Transparency of blue\n", "## BGR\n", "result_image[binary_image == 255] = [238, 85, 96, red_alpha] # Red\n", "result_image[binary_image == 0] = [0, 120, 120, blue_alpha] # Blue\n", "\n", "# Find the connected regions of the red area\n", "red_mask = result_image[:, :, 0] > 0 # Mask for the red area\n", "num_labels, labels, stats, centroids = cv2.connectedComponentsWithStats(red_mask.astype(np.uint8), connectivity=8)\n", "\n", "# Find the largest connected region (excluding the background)\n", "max_label = 1 + np.argmax(stats[1:, cv2.CC_STAT_AREA]) # The background label is 0, so start from 1 to find the maximum value\n", "\n", "# Set the largest connected region to transparent\n", "result_image[labels == max_label] = [0, 0, 0, 0]\n", "## When exporting, replace red [238, 85, 96] with [96, 85, 238]\n", "# cv2.imwrite('Smooth2.png', result_image)\n", "# Display the result image\n", "plt.imshow(result_image)\n", "plt.axis('off') # Do not display the axis\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### tissue mask" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Apply Gaussian blur\n", "blurred_image = cv2.GaussianBlur(image, (21, 21), 0)\n", "\n", "# Convert the blurred image to grayscale\n", "gray_blurred_image = cv2.cvtColor(blurred_image, cv2.COLOR_RGB2GRAY)\n", "\n", "# Perform binary thresholding\n", "_, binary_image = cv2.threshold(gray_blurred_image, 200, 255, cv2.THRESH_BINARY)\n", "\n", "# Convert the binary image to RGB format for custom color assignment\n", "binary_image_rgb = np.stack((binary_image,) * 3, axis=-1)\n", "binary_image_rgb[binary_image == 255] = [255, 255, 255]\n", "binary_image_rgb[binary_image == 0] = [0, 0, 255]\n", "\n", "# Find connected components and their statistics\n", "num_labels, labels, stats, centroids = cv2.connectedComponentsWithStats(binary_image, connectivity=8)\n", "\n", "# Find the largest connected component\n", "max_area = 0\n", "max_label = 0\n", "for i in range(1, num_labels):\n", " if stats[i, cv2.CC_STAT_AREA] > max_area:\n", " max_area = stats[i, cv2.CC_STAT_AREA]\n", " max_label = i\n", "\n", "# Create a mask to retain only the largest connected component\n", "mask = np.zeros_like(binary_image, dtype=np.uint8)\n", "mask[labels == max_label] = 255\n", "\n", "# Apply the mask to the RGB image\n", "result_image = binary_image_rgb.copy()\n", "result_image[mask == 0] = [81, 192, 180]\n", "## When exporting, replace [81,192,180] with [180,192,81]\n", "# cv2.imwrite('background2.png', result_image)\n", "# Display the image using matplotlib\n", "plt.figure(figsize=(10, 6))\n", "plt.imshow(result_image)\n", "plt.title('')\n", "plt.axis('off')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Remove background" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Apply Gaussian blur\n", "blurred_image = cv2.GaussianBlur(image, (21, 21), 0)\n", "\n", "# Convert the blurred image to grayscale\n", "gray_blurred_image = cv2.cvtColor(blurred_image, cv2.COLOR_RGB2GRAY)\n", "\n", "# Find connected components and their statistics\n", "num_labels, labels, stats, centroids = cv2.connectedComponentsWithStats(binary_image, connectivity=8)\n", "\n", "# Find the largest connected component\n", "max_area = 0\n", "max_label = 0\n", "for i in range(1, num_labels):\n", " if stats[i, cv2.CC_STAT_AREA] > max_area:\n", " max_area = stats[i, cv2.CC_STAT_AREA]\n", " max_label = i\n", "\n", "# Create a mask to remove the largest connected component (white area)\n", "mask = np.ones_like(binary_image) * 255 # Ensure the mask is a single-channel 8-bit image\n", "mask[labels == max_label] = 0\n", "\n", "# Create an image with an alpha channel\n", "image_with_alpha = np.zeros((image.shape[0], image.shape[1], 4), dtype=np.uint8)\n", "image_with_alpha[:, :, 0:3] = image # Copy RGB values\n", "\n", "# Apply the mask to the alpha channel\n", "image_with_alpha[:, :, 3] = mask # Set black areas to transparent and others to opaque\n", "\n", "# Save the image\n", "# cv2.imwrite('transparent_background.png', image_with_alpha)\n", "\n", "# Display the image using matplotlib\n", "plt.figure(figsize=(6, 6))\n", "plt.imshow(cv2.cvtColor(image_with_alpha, cv2.COLOR_BGRA2RGBA))\n", "plt.title('')\n", "plt.axis('off')\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }