{ "cells": [ { "cell_type": "markdown", "id": "2b903b9a", "metadata": {}, "source": [ "# Downstream Analysis: CRG Identification, Alteration Type Disentanglement & CRR Delineation\n", "\n", "This notebook performs three downstream analyses after SILPAG model training:\n", "\n", "1. **Task 1: CRG Identification** — Identify condition-responsive genes.\n", "2. **Task 2: Alteration Type Disentanglement** — Determine the nature of each CRG's alteration.\n", "3. **Task 3: CRR Delineation** — Delineate condition-responsive tissue regions.\n", "\n", "**Prerequisites:** A trained SILPAG model saved from `Getting Started with SILPAG`." ] }, { "cell_type": "markdown", "id": "b2c3d4e5", "metadata": {}, "source": [ "## 0. Setup" ] }, { "cell_type": "code", "execution_count": 1, "id": "c3d4e5f6", "metadata": {}, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "import scanpy as sc\n", "import anndata as ad\n", "import numpy as np\n", "import pandas as pd\n", "import torch\n", "from scipy import sparse\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import matplotlib\n", "\n", "import SILPAG as sp" ] }, { "cell_type": "markdown", "id": "d4e5f6a7", "metadata": {}, "source": [ "## 1. Load Data & Preprocessing\n", "\n", "Same preprocessing as `Getting Started with SILPAG` — load reference (normal breast) and target (breast cancer), intersect genes, filter." ] }, { "cell_type": "code", "execution_count": 2, "id": "e5f6a7b8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reference: (1896, 7874), Target: (613, 7874)\n" ] } ], "source": [ "ref = sc.read_h5ad('SILPAG/data/V02_nb.h5ad')\n", "adata = sc.read_h5ad('SILPAG/data/H1_nb.h5ad')\n", "ref.var_names_make_unique()\n", "adata.var_names_make_unique()\n", "sp.prefilter_specialgenes(ref)\n", "sp.prefilter_specialgenes(adata)\n", "\n", "gene = list(set(ref.var_names) & set(adata.var_names))\n", "ref = ref[:, gene]\n", "adata = adata[:, gene]\n", "\n", "g1 = sc.pp.filter_genes(ref, min_cells=int(ref.shape[0] * 0.02), inplace=False)\n", "g2 = sc.pp.filter_genes(adata, min_cells=int(adata.shape[0] * 0.02), inplace=False)\n", "ref = ref[:, g1[0] | g2[0]]\n", "adata = adata[:, g1[0] | g2[0]]\n", "\n", "key = list(set(ref.var_names) & set(adata.var_names))\n", "ref = ref[:, key]\n", "adata = adata[:, key]\n", "ref.var['hkgene'] = adata.var['hkgene']\n", "\n", "labels = np.zeros(ref.shape[1], dtype=int)\n", "labels[np.where(ref.var['hkgene'] == 1)[0]] = 1\n", "del ref.raw\n", "\n", "print(f'Reference: {ref.shape}, Target: {adata.shape}')" ] }, { "cell_type": "markdown", "id": "f6a7b8c9", "metadata": {}, "source": [ "## 2. Load Trained Model & Generate View-Transferred SGMs\n", "\n", "Load the saved model, compute the codebook transport plan, and generate:\n", "- `result1`: view-transferred SGM (reference $\\rightarrow$ target via OT)\n", "- `result2`: target self-reconstruction" ] }, { "cell_type": "code", "execution_count": 3, "id": "a7b8c9d0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Shape of each View: [(66, 96), (30, 30)]\n", "Model loaded. Codebook sizes: [51, 203]\n" ] } ], "source": [ "# Load saved config first so that patch_size, K, img_size etc. are restored\n", "args = sp.Config.load_config('SILPAG/saved_model/hBC_demo')\n", "args.device = 'cuda:7'\n", "args.train = False\n", "\n", "# Clear size lists — GeneDataset will re-populate them from the actual data\n", "args.orig_img_size = []\n", "args.resized_img_size = []\n", "args.img_size = []\n", "\n", "gene_images = [ref.varm['gene_img'], adata.varm['gene_img']]\n", "train_dataset = sp.GeneDataset(gene_images, labels, args)\n", "\n", "from torch.utils.data import DataLoader\n", "train_loader = DataLoader(train_dataset, batch_size=args.batch_size, shuffle=False, drop_last=False)\n", "model, dataset, PI, Q = sp.train_marker(train_loader, hist_data=None, args=args)\n", "\n", "print(f'Model loaded. Codebook sizes: {[model.get_codebook(i).shape[0] for i in range(args.num_slice)]}')" ] }, { "cell_type": "code", "execution_count": 4, "id": "b8c9d0e1", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating...: 100%|██████████| 7874/7874 [00:07<00:00, 1017.53gene/s]\n", "Generating...: 100%|██████████| 7874/7874 [00:07<00:00, 992.01gene/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated SGMs: (613, 7874), (613, 7874)\n" ] } ], "source": [ "# Compute gene codes via OT transport plan\n", "code = sp.get_code(model, dataset, hist_data=None, pi_init=PI, source_idx=0, target_idx=1, args=args)\n", "adata.varm['code_ref'] = code[0] # reference -> target (transported)\n", "adata.varm['code_tgt'] = code[1] # target native\n", "\n", "# Generate SGMs\n", "result1 = model.generate(args, adata, tgt_index=1, code_id='code_ref', gene='all') # view-transferred\n", "result2 = model.generate(args, adata, tgt_index=1, code_id='code_tgt', gene='all') # target self-recon\n", "\n", "print(f'Generated SGMs: {result1.shape}, {result2.shape}')" ] }, { "cell_type": "markdown", "id": "6006fa52", "metadata": {}, "source": [ "# Task 1: CRG Identification\n", "\n", "For each gene $i$, compute the CRG score:\n", "\n", "$$S_i = \\|\\hat{\\mathbf{x}}^{r \\to t}_i - \\mathbf{x}^t_i\\|_F^2$$\n", "\n", "The anchor gene scores form an empirical null modelled as $S \\sim \\Gamma(k, \\theta)$. Genes with $p < 0.05$ are designated as CRGs." ] }, { "cell_type": "code", "execution_count": 5, "id": "d0e1f2a3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total genes: 7874, Anchor genes: 1914\n", "Identified 193 CRGs (p < 0.05, null_model=gamma, no FDR)\n", "Null info: {'model': 'gamma', 'k': 0.4509458695722796, 'loc': 0, 'theta': np.float32(2338.6943)}\n" ] } ], "source": [ "# Compute CRG scores\n", "scores = sp.compute_crg_scores(result1, adata)\n", "\n", "# Anchor mask from training\n", "anchor_mask = dataset.labels.astype(bool)\n", "print(f'Total genes: {len(scores)}, Anchor genes: {anchor_mask.sum()}')\n", "\n", "# Identify CRGs\n", "# null_model='gamma': fits Gamma distribution to anchor scores\n", "# No FDR correction — use raw p-value directly\n", "crg_result = sp.identify_crgs(\n", " scores, anchor_mask,\n", " p_threshold=0.1,\n", " null_model='gamma',\n", " correction=None,\n", ")\n", "\n", "n_crg = crg_result['is_crg'].sum()\n", "print(f'Identified {n_crg} CRGs (p < 0.05, null_model=gamma, no FDR)')\n", "print(f'Null info: {crg_result[\"null_info\"]}')" ] }, { "cell_type": "markdown", "id": "a3b4c5d6", "metadata": {}, "source": [ "## Store CRG Results in AnnData" ] }, { "cell_type": "code", "execution_count": 6, "id": "b4c5d6e7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Top 20 CRGs by score:\n" ] }, { "data": { "text/html": [ "
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crg_scorecrg_fdr
IGKC6.109030e+060.000000e+00
IGHA13.070430e+060.000000e+00
IGHG41.892223e+060.000000e+00
IGHG37.547800e+050.000000e+00
IGLC34.252860e+050.000000e+00
TMSB103.985322e+050.000000e+00
IGLC21.883705e+050.000000e+00
RACK11.202756e+050.000000e+00
ERBB21.130827e+050.000000e+00
GAPDH1.039025e+050.000000e+00
MGP1.028431e+050.000000e+00
IGHG19.073847e+040.000000e+00
S100A98.803026e+040.000000e+00
PFN15.699932e+042.245537e-12
ACTB5.231029e+041.744782e-11
UBA524.986116e+045.099254e-11
SSR43.802821e+049.255538e-09
CD743.611092e+042.158245e-08
KRT193.067662e+042.397699e-07
CST32.966526e+043.759009e-07
\n", "
" ], "text/plain": [ " crg_score crg_fdr\n", "IGKC 6.109030e+06 0.000000e+00\n", "IGHA1 3.070430e+06 0.000000e+00\n", "IGHG4 1.892223e+06 0.000000e+00\n", "IGHG3 7.547800e+05 0.000000e+00\n", "IGLC3 4.252860e+05 0.000000e+00\n", "TMSB10 3.985322e+05 0.000000e+00\n", "IGLC2 1.883705e+05 0.000000e+00\n", "RACK1 1.202756e+05 0.000000e+00\n", "ERBB2 1.130827e+05 0.000000e+00\n", "GAPDH 1.039025e+05 0.000000e+00\n", "MGP 1.028431e+05 0.000000e+00\n", "IGHG1 9.073847e+04 0.000000e+00\n", "S100A9 8.803026e+04 0.000000e+00\n", "PFN1 5.699932e+04 2.245537e-12\n", "ACTB 5.231029e+04 1.744782e-11\n", "UBA52 4.986116e+04 5.099254e-11\n", "SSR4 3.802821e+04 9.255538e-09\n", "CD74 3.611092e+04 2.158245e-08\n", "KRT19 3.067662e+04 2.397699e-07\n", "CST3 2.966526e+04 3.759009e-07" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.var['crg_score'] = scores\n", "adata.var['crg_pval'] = crg_result['pvalues']\n", "adata.var['crg_fdr'] = crg_result['pvalues_adj']\n", "adata.var['is_crg'] = crg_result['is_crg']\n", "\n", "crg_genes = adata.var_names[crg_result['is_crg']]\n", "print(f'Top 20 CRGs by score:')\n", "adata.var.loc[crg_genes].sort_values('crg_score', ascending=False).head(20)[['crg_score', 'crg_fdr']]" ] }, { "cell_type": "markdown", "id": "0abe999d", "metadata": {}, "source": [ "# Task 2: Alteration Type Disentanglement\n", "\n", "For each CRG, three statistical tests determine the nature of the alteration:\n", "\n", "| Test | What it detects | Method |\n", "|------|----------------|--------|\n", "| Differential Abundance | Shift in expression magnitude | Wilcoxon rank-sum |\n", "| Differential Prevalence | Change in fraction of expressing spots | Fisher's exact (binarised at $\\epsilon$) |\n", "| Differential Spatial Pattern | Structured spatial discrepancy | Moran's I permutation on SDM |\n", "\n", "A gene can be assigned to multiple alteration types." ] }, { "cell_type": "code", "execution_count": 7, "id": "d6e7f8a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Disentanglement results for 193 CRGs:\n", "is_diff_abundance 95\n", "is_diff_prevalence 47\n", "is_diff_spatial 62\n", "dtype: int64\n" ] } ], "source": [ "df_alt = sp.disentangle_alteration_types(\n", " result_ref=result1,\n", " adata=adata,\n", " crg_mask=crg_result['is_crg'],\n", " epsilon=0.01, # binarisation threshold for prevalence\n", " n_neighbors=15,\n", " fdr_threshold=0.05,\n", " abundance_effect_size=1,\n", " spatial_I_threshold=0.5, # require Moran's I >= 0.1 for spatial\n", ")\n", "\n", "print(f'Disentanglement results for {len(df_alt)} CRGs:')\n", "print(df_alt[['is_diff_abundance', 'is_diff_prevalence', 'is_diff_spatial']].sum())" ] }, { "cell_type": "markdown", "id": "94192072", "metadata": {}, "source": [ "## Detailed Results Table" ] }, { "cell_type": "code", "execution_count": 8, "id": "b0c1d2e3", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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crg_scorecrg_fdrabundance_fdrprevalence_fdrspatial_fdr
gene
IGKC6.109030e+060.000000e+000.000000e+001.00.0
IGHA13.070430e+060.000000e+000.000000e+001.00.0
IGHG41.892223e+060.000000e+000.000000e+001.00.0
IGHG37.547800e+050.000000e+000.000000e+001.00.0
IGLC34.252860e+050.000000e+000.000000e+001.00.0
TMSB103.985322e+050.000000e+000.000000e+001.00.0
IGLC21.883705e+050.000000e+000.000000e+001.00.0
RACK11.202756e+050.000000e+000.000000e+001.00.0
ERBB21.130827e+050.000000e+007.353808e-2861.00.0
GAPDH1.039025e+050.000000e+000.000000e+001.00.0
MGP1.028431e+050.000000e+003.347538e-2801.00.0
IGHG19.073847e+040.000000e+000.000000e+001.00.0
S100A98.803026e+040.000000e+000.000000e+001.00.0
PFN15.699932e+042.245537e-121.087336e-2971.00.0
ACTB5.231029e+041.744782e-112.150568e-2651.00.0
\n", "
" ], "text/plain": [ " crg_score crg_fdr abundance_fdr prevalence_fdr spatial_fdr\n", "gene \n", "IGKC 6.109030e+06 0.000000e+00 0.000000e+00 1.0 0.0\n", "IGHA1 3.070430e+06 0.000000e+00 0.000000e+00 1.0 0.0\n", "IGHG4 1.892223e+06 0.000000e+00 0.000000e+00 1.0 0.0\n", "IGHG3 7.547800e+05 0.000000e+00 0.000000e+00 1.0 0.0\n", "IGLC3 4.252860e+05 0.000000e+00 0.000000e+00 1.0 0.0\n", "TMSB10 3.985322e+05 0.000000e+00 0.000000e+00 1.0 0.0\n", "IGLC2 1.883705e+05 0.000000e+00 0.000000e+00 1.0 0.0\n", "RACK1 1.202756e+05 0.000000e+00 0.000000e+00 1.0 0.0\n", "ERBB2 1.130827e+05 0.000000e+00 7.353808e-286 1.0 0.0\n", "GAPDH 1.039025e+05 0.000000e+00 0.000000e+00 1.0 0.0\n", "MGP 1.028431e+05 0.000000e+00 3.347538e-280 1.0 0.0\n", "IGHG1 9.073847e+04 0.000000e+00 0.000000e+00 1.0 0.0\n", "S100A9 8.803026e+04 0.000000e+00 0.000000e+00 1.0 0.0\n", "PFN1 5.699932e+04 2.245537e-12 1.087336e-297 1.0 0.0\n", "ACTB 5.231029e+04 1.744782e-11 2.150568e-265 1.0 0.0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Merge CRG scores into the disentanglement table\n", "df_alt['crg_score'] = adata.var.loc[df_alt.index, 'crg_score'].values\n", "df_alt['crg_fdr'] = adata.var.loc[df_alt.index, 'crg_fdr'].values\n", "\n", "df_display = df_alt.sort_values('crg_score', ascending=False)\n", "df_display[['crg_score', 'crg_fdr', 'abundance_fdr', 'prevalence_fdr', 'spatial_fdr']].head(15)" ] }, { "cell_type": "markdown", "id": "c1d2e3f4", "metadata": {}, "source": [ "## Example CRG Visualisation\n", "\n", "Visualise the reference expression, view-transferred SGM, target self-reconstruction, and SDM." ] }, { "cell_type": "code", "execution_count": 9, "id": "d2e3f4a5", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualise\n", "top_gene = 'S100A8'\n", "gene_idx = list(adata.var_names).index(top_gene)\n", "\n", "X_ref_sgm = result1.X.toarray() if sparse.issparse(result1.X) else np.array(result1.X)\n", "\n", "# Reference slice: original expression on reference coordinates\n", "ref_expr = ref.X.toarray()[:, gene_idx] if sparse.issparse(ref.X) else np.array(ref.X)[:, gene_idx]\n", "ref_coords = ref.obsm['spatial']\n", "\n", "# Target slice\n", "tgt_coords = adata.obsm['spatial']\n", "expr_vt = X_ref_sgm[:, gene_idx] # view-transferred\n", "\n", "# Original target expression\n", "tgt_raw = adata.X.toarray()[:, gene_idx] if sparse.issparse(adata.X) else np.array(adata.X)[:, gene_idx]\n", "\n", "# Normalize (library-size) + log1p before visualisation\n", "def _norm_log(x):\n", " total = x.sum()\n", " if total > 0:\n", " x = x / total * np.median([ref_expr.sum(), expr_vt.sum(), tgt_raw.sum()])\n", " return np.log1p(x)\n", "\n", "ref_expr = _norm_log(ref_expr)\n", "expr_vt = _norm_log(expr_vt)\n", "tgt_raw = _norm_log(tgt_raw)\n", "\n", "sdm = tgt_raw - expr_vt # SDM: original target - view-transferred\n", "\n", "fig, axes = plt.subplots(1, 4, figsize=(22, 4.5))\n", "\n", "# Unified color scale for expression panels\n", "vmin_expr = 0\n", "vmax_expr = max(ref_expr.max(), expr_vt.max(), tgt_raw.max())\n", "\n", "# Panel 0: Reference expression (on reference coordinates)\n", "sc0 = axes[0].scatter(ref_coords[:, 0], ref_coords[:, 1], c=ref_expr, s=8, cmap='Reds', vmin=vmin_expr, vmax=vmax_expr)\n", "axes[0].set_title(f'{top_gene} — Reference Expression')\n", "axes[0].set_aspect('equal')\n", "axes[0].invert_yaxis()\n", "plt.colorbar(sc0, ax=axes[0], shrink=0.7)\n", "\n", "# Panel 1: View-transferred SGM (on target coordinates)\n", "sc1 = axes[1].scatter(tgt_coords[:, 0], tgt_coords[:, 1], c=expr_vt, s=8, cmap='Reds', vmin=vmin_expr, vmax=vmax_expr)\n", "axes[1].set_title(f'{top_gene} — View-transferred (Ref→Tgt)')\n", "axes[1].set_aspect('equal')\n", "axes[1].invert_yaxis()\n", "plt.colorbar(sc1, ax=axes[1], shrink=0.7)\n", "\n", "# Panel 2: Original target expression (on target coordinates)\n", "sc2 = axes[2].scatter(tgt_coords[:, 0], tgt_coords[:, 1], c=tgt_raw, s=8, cmap='Reds', vmin=vmin_expr, vmax=vmax_expr)\n", "axes[2].set_title(f'{top_gene} — Original Target Expression')\n", "axes[2].set_aspect('equal')\n", "axes[2].invert_yaxis()\n", "plt.colorbar(sc2, ax=axes[2], shrink=0.7)\n", "\n", "# Panel 3: SDM (symmetric scale)\n", "vlim = max(abs(sdm.min()), abs(sdm.max()))\n", "sc3 = axes[3].scatter(tgt_coords[:, 0], tgt_coords[:, 1], c=sdm, s=8, cmap='RdBu_r', vmin=-vlim, vmax=vlim)\n", "axes[3].set_title(f'{top_gene} — SDM ($x^t - \\\\hat{{x}}^{{r→t}}$)')\n", "axes[3].set_aspect('equal')\n", "axes[3].invert_yaxis()\n", "plt.colorbar(sc3, ax=axes[3], shrink=0.7)\n", "\n", "for ax in axes:\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", "\n", "if top_gene in df_alt.index:\n", " alt_type = df_alt.loc[top_gene, 'alteration_type']\n", "else:\n", " alt_type = 'N/A'\n", "fig.suptitle(f'Gene: {top_gene} | CRG Score: {scores[gene_idx]:.2f} | Alteration: {alt_type}', fontsize=13, y=1.02)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d699ea23", "metadata": {}, "source": [ "# Task 3: CRR Delineation\n", "\n", "Delineate condition-responsive tissue regions (CRR) using two approaches:\n", "\n", "- **Marker-based**: For a known condition-associated gene $g$, compute the SDM $D_g = |\\hat{\\mathbf{x}}^{r \\to t}_g - \\mathbf{x}^t_g|$, smooth with a Gaussian kernel ($\\sigma=1$), then apply Otsu's method to find the optimal threshold $\\tau^*$ that maximises between-group variance.\n", "- **Marker-free**: When no markers are available, use all CRGs. Each spot $i$ gets a discrepancy vector $\\mathbf{f}_i \\in \\mathbb{R}^{|I_{CRG}|}$. Leiden clustering on $\\{\\mathbf{f}_i\\}$ yields two spatial domains; the CRR is the one with higher aggregate discrepancy." ] }, { "cell_type": "markdown", "id": "0f20c61a", "metadata": {}, "source": [ "## Marker-based CRR Delineation\n", "\n", "Use ERBB2 as the marker gene to delineate the CRR." ] }, { "cell_type": "code", "execution_count": 10, "id": "crr_marker_code", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Marker gene for CRR delineation: ERBB2\n", "CRR spots: 96/613 (Otsu threshold: 2.70)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Marker-based delineation with ERBB2\n", "marker_gene = 'ERBB2'\n", "print(f'Marker gene for CRR delineation: {marker_gene}')\n", "\n", "crr_marker = sp.delineate_crr_marker(\n", " result_ref=result1,\n", " adata=adata,\n", " gene=marker_gene,\n", " sigma=1.0,\n", ")\n", "\n", "n_crr = crr_marker['crr_mask'].sum()\n", "print(f'CRR spots: {n_crr}/{len(crr_marker[\"crr_mask\"])} '\n", " f'(Otsu threshold: {crr_marker[\"threshold\"]:.2f})')\n", "\n", "# Visualise\n", "sp.plot_crr(\n", " coords=crr_marker['coords'],\n", " crr_mask=crr_marker['crr_mask'],\n", " sdm_smoothed=crr_marker['sdm_smoothed'],\n", " title=f'Marker-based CRR ({marker_gene})',\n", ")" ] }, { "cell_type": "markdown", "id": "d20beae0", "metadata": {}, "source": [ "## Store CRR Results" ] }, { "cell_type": "code", "execution_count": 11, "id": "crr_store_code", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Marker-based CRR: 96 spots\n" ] } ], "source": [ "# Store CRR annotations in adata.obs\n", "adata.obs['crr_marker'] = crr_marker['crr_mask'].astype(int)\n", "adata.obs['crr_marker_sdm'] = crr_marker['sdm_smoothed']\n", "\n", "print(f'Marker-based CRR: {adata.obs[\"crr_marker\"].sum()} spots')" ] }, { "cell_type": "markdown", "id": "37ef3791", "metadata": {}, "source": [ "# Save All Results" ] }, { "cell_type": "code", "execution_count": 12, "id": "f4a5b6c7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All results saved.\n" ] } ], "source": [ "# Save disentanglement table\n", "df_alt.to_csv('crg_disentanglement_results.csv')\n", "\n", "# Save full gene-level results\n", "adata.var[['crg_score', 'crg_pval', 'crg_fdr', 'is_crg']].to_csv('crg_identification_results.csv')\n", "\n", "# Save GO enrichment results\n", "# df_pathway.to_csv('crg_pathway_enrichment_results.csv', index=False)\n", "\n", "# Save CRR results\n", "adata.obs[['crr_marker', 'crr_marker_sdm']].to_csv('crr_delineation_results.csv')\n", "\n", "print('All results saved.')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 5 }