{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Evaluation on a real 3D spatial transcriptomics data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import packages and set configurations" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import scanpy as sc\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from SpatialZ import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data preprocessing" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "adata_raw = sc.read_h5ad('./data/starmap/starmap_3d_add_celltype.h5ad')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 32845 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass'\n", " uns: 'leiden', 'leiden_colors', 'moranI', 'neighbors', 'spatial_neighbors', 'umap'\n", " obsm: 'X_umap', 'spatial'\n", " obsp: 'connectivities', 'distances', 'spatial_connectivities', 'spatial_distances'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata = adata_raw.copy()\n", "adata" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "del adata.uns\n", "del adata.obsm['X_umap']\n", "del adata.obsp" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22,\n", " 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39,\n", " 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56,\n", " 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73,\n", " 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90,\n", " 91, 92, 93, 94])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.unique(adata.obs['z'])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Filtered top and bottom layers to avoid technical noise and unreliable areas.\n", "adata = adata[~adata.obs['z'].isin([6, 7, 8, 9, 10, 11, 12, 13, 91 ,92, 93, 94])].copy()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "slice_1_values: [14 15 16 17 18 19 20 21 22 23 24]\n", "slice_2_values: [25 26 27 28 29 30 31 32 33 34 35]\n", "slice_3_values: [36 37 38 39 40 41 42 43 44 45 46]\n", "slice_4_values: [47 48 49 50 51 52 53 54 55 56 57]\n", "slice_5_values: [58 59 60 61 62 63 64 65 66 67 68]\n", "slice_6_values: [69 70 71 72 73 74 75 76 77 78 79]\n", "slice_7_values: [80 81 82 83 84 85 86 87 88 89 90]\n" ] } ], "source": [ "# The remaining tissue was then divided into seven consecutive sections.\n", "\n", "def split_data_into_slices(adata, num_slices):\n", " \"\"\"\n", " Split data into specified number of slices and add 'slice_id' column to adata.obs.\n", " \n", " Parameters:\n", " adata (AnnData): AnnData object containing the data.\n", " num_slices (int): Number of slices to divide the data into.\n", " \"\"\"\n", "\n", " unique_z = np.unique(adata.obs['z'])\n", "\n", " base_slice_size = len(unique_z) // num_slices\n", " remainder = len(unique_z) % num_slices\n", "\n", "\n", " indices = [0]\n", "\n", " for i in range(num_slices):\n", " current_slice_size = base_slice_size + (1 if i < remainder else 0)\n", " indices.append(indices[-1] + current_slice_size)\n", "\n", " slice_values_list = []\n", " for i in range(num_slices):\n", " slice_values = unique_z[indices[i]:indices[i+1]]\n", " slice_values_list.append(slice_values)\n", " print(f'slice_{i+1}_values:', slice_values)\n", "\n", " def assign_slice_id(z):\n", " for i, slice_values in enumerate(slice_values_list):\n", " if z in slice_values:\n", " return f'slice_{i+1}'\n", " return None\n", "\n", " adata.obs['slice_id'] = adata.obs['z'].apply(assign_slice_id)\n", "\n", "\n", "\n", "split_data_into_slices(adata, 7)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4073 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_1 = adata[adata.obs['slice_id']=='slice_1']\n", "slice_1" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4187 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_2 = adata[adata.obs['slice_id']=='slice_2']\n", "slice_2" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4169 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_3 = adata[adata.obs['slice_id']=='slice_3']\n", "slice_3" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4102 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_4 = adata[adata.obs['slice_id']=='slice_4']\n", "slice_4" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4110 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_5 = adata[adata.obs['slice_id']=='slice_5']\n", "slice_5" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4162 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_6 = adata[adata.obs['slice_id']=='slice_6']\n", "slice_6" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 4175 × 28\n", " obs: 'x', 'y', 'z', 'n_counts', 'leiden', 'cell_class', 'cell_subclass', 'slice_id'\n", " obsm: 'spatial'" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "slice_7 = adata[adata.obs['slice_id']=='slice_7']\n", "slice_7" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "n_cell_slice_2 = len(slice_2.obs_names)\n", "n_cell_slice_4 = len(slice_4.obs_names)\n", "n_cell_slice_6 = len(slice_6.obs_names)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running SpatialZ to generate multiple slices from two tissue sections" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating simulations: 0%| | 0/1 [00:00 0, axis=0) / adata.n_obs\n", "\n", " feature_correlation = np.corrcoef(adata.X.T)\n", "\n", " log_library_size = np.log1p(adata.X.sum(axis=1))\n", "\n", "\n", " cell_distances = np.asarray([np.linalg.norm(v-w) for v in adata.obsm['X_pca'] for w in adata.obsm['X_pca']])\n", " cell_distance_matrix = cell_distances.reshape(adata.n_obs, adata.n_obs)\n", " \n", " cell_correlation = np.corrcoef(adata.obsm['X_pca'])\n", "\n", " cell_detection_freq = np.sum(adata.X > 0, axis=1) / adata.n_vars\n", "\n", " return (mean_log_expression, var_log_expression, detection_freq, feature_correlation,\n", " log_library_size, cell_distance_matrix, cell_detection_freq, cell_correlation)\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "stats1 = calculate_statistics(data1)\n", "stats2 = calculate_statistics(data2)\n", "stats3 = calculate_statistics(data3)\n", "stats4 = calculate_statistics(data4)\n", "stats5 = calculate_statistics(data5)\n", "stats6 = calculate_statistics(data6)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "import palettable \n", "\n", "def plot_violins(stats1, stats2, stats3, stats4, stats5, stats6, labels):\n", " colorlist = ['#D54151', '#D54151', '#549745', '#549745', '#B185DC', '#B185DC']\n", " linestyles = ['-', '--', '-', '--', '-', '--'] \n", " \n", " fig, axes = plt.subplots(2, 4, figsize=(20, 7))\n", " for i, ax in enumerate(axes.flatten()):\n", " ax.set_axisbelow(True)\n", "\n", " data = [stats1[i], stats2[i], stats3[i], stats4[i], stats5[i], stats6[i]]\n", " parts = sns.violinplot(data=data, ax=ax, inner=None, linewidth=3, scale='width', alpha=0.7, zorder=3)\n", "\n", " for k, pc in enumerate(parts.collections):\n", " idx = k // 1 \n", " pc.set_facecolor('none') \n", " pc.set_edgecolor(colorlist[idx]) \n", " pc.set_linestyle(linestyles[idx]) \n", "\n", " # 设置y轴的上下限以及透明度\n", " ymin, ymax = ax.get_ylim()\n", " ypad = (ymax - ymin) * 0.05\n", " ax.set_ylim(ymin - ypad, ymax + 3*ypad)\n", "\n", " ax.grid(False) \n", " ax.xaxis.set_visible(False) \n", " ax.set_title(labels[i])\n", "\n", " plt.tight_layout()\n", " plt.show()\n", " \n", "labels = [\n", " \"Mean Log Expression\", \"Variance of Log Expression\", \"Gene Detection Frequency\",\n", " \"Feature-Feature Correlation\", \"Log Library Size\", \"Cell-Cell Distance\",\n", " \"Cell Detection Frequency\", \"Cell-Cell Correlation\"\n", "]\n", " \n", "plot_violins(stats1, stats2, stats3, stats4, stats5, stats6, labels)" ] } ], "metadata": { "kernelspec": { "display_name": "spatialz", "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": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 2 }