{ "cells": [ { "cell_type": "markdown", "id": "b10a6307", "metadata": {}, "source": [ "# Quick Demo: Spatial fitting for reference-based simulation" ] }, { "cell_type": "code", "execution_count": 1, "id": "8ada4d70", "metadata": {}, "outputs": [], "source": [ "import simspace as ss\n", "import numpy as np\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": null, "id": "b80cb7b0", "metadata": {}, "outputs": [], "source": [ "# Step 0: Load the reference metadata and omics data.\n", "# This step is necessary to calculate the spatial parameters for the simulation.\n", "meta = pd.read_csv('/Users/zhaotianxiao/Library/CloudStorage/Dropbox/FenyoLab/Project/Spatialsim/SimSpace/data/reference_metadata.csv',\n", " index_col=0)\n", "\n", "# Step 1: Calculate the spatial parameters from the reference metadata.\n", "# This step uses the metadata to calculate the spatial parameters for the simulation.\n", "# The parameters include the Moran's I and local entropy, which are used to simulate the spatial omics data.\n", "# The Moran's I is further sorted by the cell type abundance.\n", "\n", "mi_sim = ss.spatial.integrate_morans_I(meta['Cluster'], meta[['x_centroid', 'y_centroid']], meta['Cluster'].unique())\n", "cell_counts = meta['Cluster'].value_counts().sort_index()\n", "mi_sim = np.array([mi_sim[i] for i in np.argsort(-cell_counts)])\n", "le_sim = ss.spatial.calculate_local_entropy(meta['Cluster'], meta[['x_centroid', 'y_centroid']])\n", "le_pdf, _ = np.histogram(le_sim, bins=[x / 4 for x in range(0, 12)], density=True)\n", "\n", "# Combine the local entropy and Moran's I into a single result to use as the target for the simulation.\n", "sim_res = np.hstack((le_pdf, mi_sim))" ] }, { "cell_type": "code", "execution_count": null, "id": "7ad34e77", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generation 0: Best Fitness = 0.8865341823928504\n", "Generation 1: Best Fitness = 0.7345467491828108\n", "Generation 2: Best Fitness = 0.7345467491828108\n", "Generation 3: Best Fitness = 0.7345467491828108\n", "Generation 4: Best Fitness = 0.7345467491828108\n", "Generation 5: Best Fitness = 0.7345467491828108\n", "Generation 6: Best Fitness = 0.7345467491828108\n", "Generation 7: Best Fitness = 0.7345467491828108\n", "Generation 8: Best Fitness = 0.7345467491828108\n", "Generation 9: Best Fitness = 0.7345467491828108\n", "Optimization complete!\n", "Best solution: {'n_group': 2, 'n_state': 9, 'niche_theta': array([0.44650192]), 'theta_list': [array([-0.23788805, 0.14410818, -0.65546195, -0.53543666, 0.46746016,\n", " 0.16297951, -0.42029195, 0.63835194, 0.33794159, 0.6070672 ,\n", " 0.42238894, -0.42500922, -0.61284523, -0.58728033, -0.33537799,\n", " 0.45484526, 0.61651146, 0.50322044, 0.17606711, -0.34819478,\n", " 0.24709473, 0.41157442, -0.13967493, -0.56440546, 0.00303249,\n", " -0.41817377, -0.01151323, 0.22120886, -0.78949714, -0.21934801,\n", " 0.40140046, -0.12264095, 0.23446904, -0.09443843, 0.24419911,\n", " -0.47536871]), array([ 0.22030581, -0.67874357, 0.05354833, -0.48604492, -0.19933063,\n", " 0.54230041, -0.14458549, 0.64517522, -0.14049037, 0.59986419,\n", " 0.14690163, 0.74240016, -0.61149856, 0.02747397, 0.24378214,\n", " -0.33702031, 0.63185828, 0.55551364, -0.15115636, 0.29365377,\n", " -0.68781948, 0.73080375, 0.60152348, 0.69201143, -0.51194426,\n", " -0.41362416, -0.07710352, 0.65742366, -0.62071043, -0.78308975,\n", " -0.01639067, 0.4687816 , 0.63788746, 0.78072464, 0.56216736,\n", " 0.68947799])], 'density_replicates': array([0.31653189, 0.2517224 , 0.21976696, 0.29889523, 0.31183007,\n", " 0.08628342, 0.14120465, 0.2978457 , 0.3517975 ]), 'phi_replicates': 4.8784433349811405}\n", "Best fitness: 0.7345467491828108\n" ] } ], "source": [ "# Step 2: Fit the spatial parameters using the target data.\n", "# This step uses the target data to fit the spatial parameters for the simulation.\n", "# The fitting process uses a genetic algorithm to optimize the parameters.\n", "# The parameters include the number of groups, states, and other simulation settings.\n", "\n", "fitted_params = ss.spatial_fit(\n", " target=sim_res,\n", " population_size=20, # Population size for the genetic algorithm\n", " generations=10, # Number of generations for the genetic algorithm\n", " shape=(80, 80), # Shape of the simulated spatial data\n", " n_group=2, # Number of groups in the simulation\n", " n_state=9, # Number of states in the simulation\n", " replicate=1, # Number of replicates for the simulation; one replicate is sufficient for this example, but can be increased for more robust results\n", " seed=0, # Random seed for reproducibility\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "1d7a83b9", "metadata": {}, "outputs": [], "source": [ "# Step 3: Simulate the spatial omics data using the fitted parameters, similar as the reference-free simulation.\n", "sim = ss.util.sim_from_params(\n", " fitted_params,\n", " shape=(80, 80),\n", " num_iteration=4,\n", " n_iter=6,\n", " custom_neighbor=ss.spatial.generate_offsets(3),\n", " seed=42\n", ")" ] }, { "cell_type": "code", "execution_count": 13, "id": "22574a33", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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