{ "cells": [ { "cell_type": "markdown", "id": "aa01b001", "metadata": {}, "source": [ "# Regional influence: leave-one-region-out sensitivity\n", "\n", "Spatial colocalization returns a single number per receptor or cell type — the correlation across all brain regions. But the spatial patterns we compare between brain maps are not homogenously similar or different: some regions may drive the colocalization strongly while others contribute little or suppress it.\n", "\n", "**Regional influence** asks: *how much does the reported colocalization change when each region is excluded?*\n", "\n", "Formally, for each region $i$:\n", "$$\\text{influence}_i = \\rho_{\\text{full}} - \\rho_{\\text{LOO}(-i)}$$\n", "\n", "A large positive value means the region inflates the colocalization; a large negative value means it suppresses it. Regions near zero are not influential.\n", "\n", "This is **not** Cook's distance or DFFITS, which flag statistical outliers. Regional influence asks a different question: *which brain regions drive the reported scientific effect?*\n", "\n", "NiSpace implements `regional_influence()` with two engines:\n", "- **Analytic** (`engine=\"analytic\"`): closed-form case-deletion identities (Sherman-Morrison downdate for MLR, running-sum downdate for Pearson/Spearman). Numerically identical to a real refit, but O(n) total instead of O(n²). Works for `pearson`, `spearman`, `partialpearson`, `partialspearman`, `mlr`.\n", "- **Bruteforce** (`engine=\"bruteforce\"`): reruns `colocalize()` with each region deleted. Works for any method except `lasso`, `ridge`, `elasticnet`.\n", "- **`engine=\"auto\"`** (default): picks analytic when available, bruteforce otherwise.\n", "\n", "> **Prerequisite**: this notebook loads pre-computed NiSpace objects saved in\n", "> [intro02](intro02_nispace_intro.ipynb) and [intro10](intro10_xsea.ipynb).\n", "> Run those two notebooks first to generate `intro02_nsp.pkl.blosc` and `intro10_nsp.pkl.blosc`." ] }, { "cell_type": "code", "execution_count": 2, "id": "ab02b001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:05.760393Z", "iopub.status.busy": "2026-07-20T16:35:05.760287Z", "iopub.status.idle": "2026-07-20T16:35:08.192421Z", "shell.execute_reply": "2026-07-20T16:35:08.192108Z" } }, "outputs": [], "source": [ "import tqdm.notebook\n", "tqdm.notebook.tqdm = tqdm.tqdm\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sn\n", "from nispace.api import NiSpace\n", "from nispace.plotting import brainplot" ] }, { "cell_type": "markdown", "id": "bc03b001", "metadata": {}, "source": [ "## Load pre-computed NiSpace objects\n", "\n", "We load two NiSpace objects with existing colocalization and permutation results:\n", "- **nsp02**: pain map vs. PET receptor maps (Spearman, Yan200) — from [intro02](intro02_nispace_intro.ipynb)\n", "- **nsp10**: pain map vs. mRNA cell type markers, XSEA (Spearman, Yan100+TianS1) — from [intro10](intro10_xsea.ipynb)" ] }, { "cell_type": "code", "execution_count": 3, "id": "cd04b001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:08.193999Z", "iopub.status.busy": "2026-07-20T16:35:08.193825Z", "iopub.status.idle": "2026-07-20T16:35:08.685332Z", "shell.execute_reply": "2026-07-20T16:35:08.684903Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "nsp02 — pain × PET (Yan200):\n", "\u001b[32mINFO | 20/07/26 18:35:08 | nispace.api: Returning colocalizations: \n", "| METHOD | XSEA | X_REDUCTION | Y_TRANSFORM | \n", "| spearman | False | False | False | \u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "set map \n", "Noradrenaline/Acetylcholine target-VAChT_tracer-feobv_n-18_dx-hc_pub-aghourian2017 0.422783\n", "Opioids/Endocannabinoids target-KOR_tracer-ly2795050_n-28_dx-hc_pub-vijay2018 0.335397\n", "Noradrenaline/Acetylcholine target-NET_tracer-mrb_n-10_dx-hc_pub-hesse2017 0.288889\n", "Histamine target-H3_tracer-gsk189254_n-8_dx-hc_pub-gallezot2017 0.273213\n", "Glutamate target-mGluR5_tracer-abp688_n-73_dx-hc_pub-smart2019 0.180214\n", "Name: Pain, dtype: float32\n", "\n", "nsp10 — pain × mRNA XSEA (Yan100+TianS1):\n", "\u001b[32mINFO | 20/07/26 18:35:08 | nispace.api: Returning colocalizations: \n", "| METHOD | XSEA | X_REDUCTION | Y_TRANSFORM | \n", "| spearman | True | False | False | \u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Microglia 0.237071\n", "Astrocyte 0.193244\n", "OPC 0.168680\n", "Endothelial 0.167029\n", "Oligodendrocyte 0.153288\n", "Name: Pain, dtype: float32\n" ] } ], "source": [ "nsp02 = NiSpace.from_pickle(\"intro02_nsp.pkl.blosc\")\n", "print(\"nsp02 — pain × PET (Yan200):\")\n", "print(nsp02.get_colocalizations().loc[\"Pain\"].sort_values(ascending=False).head(5))\n", "\n", "print()\n", "nsp10 = NiSpace.from_pickle(\"intro10_nsp.pkl.blosc\")\n", "print(\"nsp10 — pain × mRNA XSEA (Yan100+TianS1):\")\n", "print(nsp10.get_colocalizations().loc[\"Pain\"].sort_values(ascending=False).head(5))" ] }, { "cell_type": "markdown", "id": "de05b001", "metadata": {}, "source": [ "## Example 1: standard colocalization (PET receptors)\n", "\n", "For `spearman` colocalization, `regional_influence()` produces one influence profile per X-map (receptor). We ask: \n", "*Which brain regions drive the colocalization between the pain map and the top receptor (VAChT — the vesicular acetylcholine transporter)?*\n", "\n", "For a simple brain-with-brain correlation, this question can also be approached by just looking at the scatter plot: " ] }, { "cell_type": "code", "execution_count": 4, "id": "eaf24a07", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:08.687032Z", "iopub.status.busy": "2026-07-20T16:35:08.686836Z", "iopub.status.idle": "2026-07-20T16:35:08.913758Z", "shell.execute_reply": "2026-07-20T16:35:08.913316Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:08 | nispace.api: Returning colocalizations: \n", "| METHOD | XSEA | X_REDUCTION | Y_TRANSFORM | \n", "| spearman | False | False | False | \u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Top receptor: ('Noradrenaline/Acetylcholine', 'target-VAChT_tracer-feobv_n-18_dx-hc_pub-aghourian2017')\n", "\u001b[32mINFO | 20/07/26 18:35:08 | nispace.api: Returning X dataframe: \n", "| X_REDUCTION | \n", "| False | \u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:08 | nispace.api: Returning Y dataframe: \n", "| Y_TRANSFORM | \n", "| False | \u001b[0m\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Identify the top receptor by |rho|\n", "top_pet = nsp02.get_colocalizations().loc[\"Pain\"].abs().idxmax()\n", "print(f\"Top receptor: {top_pet}\")\n", "\n", "# get parcellated data to show the scatter plot\n", "x = nsp02.get_x().loc[top_pet]\n", "y = nsp02.get_y().squeeze()\n", "\n", "# plot scatter\n", "fig, ax = plt.subplots(1, figsize=(4,4))\n", "sn.scatterplot(x=x, y=y, c=\"k\", alpha=0.6)\n", "ax.set_box_aspect(1)\n", "ax.set_title(\"Correlation between Pain and VaChT maps\")\n", "ax.set_xlabel(\"VAChT\")\n", "for xx, yy, parcel in zip(x, y, x.index):\n", " if xx > np.quantile(x, 0.9) and yy > np.quantile(y, 0.9):\n", " ax.scatter(xx, yy, label=parcel)\n", "ax.legend(loc=\"center left\", bbox_to_anchor=(1,0.5), title=f\"Parcels with values > 0.9th quantile\")" ] }, { "cell_type": "markdown", "id": "8bf7ab22", "metadata": {}, "source": [ "Now compute the regional influence and visualize it in a similar scatter plot" ] }, { "cell_type": "code", "execution_count": 5, "id": "ef06b001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:08.915310Z", "iopub.status.busy": "2026-07-20T16:35:08.915161Z", "iopub.status.idle": "2026-07-20T16:35:12.476923Z", "shell.execute_reply": "2026-07-20T16:35:12.476416Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:08 | nispace.api: *** NiSpace.regional_influence() - Estimating regional influence. ***\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Regional influence (spearman, analytic, 4 proc): 100%|███████████████████████████████████| 1/1 [00:00<00:00, 132.11it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Type: \n", "Keys (first 3): [('General', 'target-CMRglu_tracer-fdg_n-20_dx-hc_pub-castrillon2023'), ('General', 'target-rCPS_tracer-leucine_n-42_dx-hc_pub-smith2023'), ('General', 'target-SV2A_tracer-ucbj_n-76_dx-hc_pub-finnema2016')]\n", "Shape per receptor: (1, 200) (n_Y × n_parcels)\n" ] } ], "source": [ "# Compute regional influence (uses analytic engine automatically for spearman)\n", "nsp02.regional_influence()\n", "\n", "# Retrieve results: dict keyed by X-map label (receptor), each value (n_Y × n_parcels)\n", "ri02 = nsp02.get_regional_influence()\n", "print(f\"Type: {type(ri02)}\")\n", "print(f\"Keys (first 3): {list(ri02.keys())[:3]}\")\n", "print(f\"Shape per receptor: {next(iter(ri02.values())).shape} (n_Y × n_parcels)\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "27de1fc3", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:12.479228Z", "iopub.status.busy": "2026-07-20T16:35:12.479028Z", "iopub.status.idle": "2026-07-20T16:35:12.484239Z", "shell.execute_reply": "2026-07-20T16:35:12.483934Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Regions most inflating the VAChT colocalization (top 5):\n", "hemi-L_div-SalVenAttnB_lab-FrMed 0.010450\n", "hemi-R_div-SalVenAttnB_lab-FrMed 0.010024\n", "hemi-R_div-VisualB_lab-Striate+2 0.009921\n", "hemi-R_div-SalVenAttnB_lab-Ins 0.009401\n", "hemi-R_div-SomMotB_lab-Ins 0.009198\n", "\n", "Regions most suppressing it (bottom 5):\n", "hemi-R_div-SomMotA_lab-8 -0.019820\n", "hemi-R_div-DorsAttnB_lab-SPL -0.018040\n", "hemi-L_div-DorsAttnB_lab-SPL -0.013947\n", "hemi-L_div-SomMotA_lab-8 -0.013549\n", "hemi-L_div-SalVenAttnB_lab-PrCv -0.013505\n" ] } ], "source": [ "# Show top-5 and bottom-5 regions by influence\n", "ri_series = ri02[top_pet].squeeze() # (n_parcels,) Series\n", "print(\"Regions most inflating the VAChT colocalization (top 5):\")\n", "print(ri_series.sort_values(ascending=False).head(5).to_string())\n", "print(\"\\nRegions most suppressing it (bottom 5):\")\n", "print(ri_series.sort_values().head(5).to_string())" ] }, { "cell_type": "code", "execution_count": 7, "id": "64fe5358", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:12.485816Z", "iopub.status.busy": "2026-07-20T16:35:12.485696Z", "iopub.status.idle": "2026-07-20T16:35:12.580493Z", "shell.execute_reply": "2026-07-20T16:35:12.580141Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# visualize as scatter plot -> color regions by influence\n", "infl = ri02[top_pet].squeeze()\n", "fig, ax = plt.subplots(1, figsize=(4,4))\n", "sn.scatterplot(x=x, y=y, alpha=0.6, \n", " hue=infl, hue_norm=(-infl.abs().max(), infl.abs().max()), palette=\"icefire\")\n", "ax.set_box_aspect(1)\n", "ax.set_title(\"Correlation between Pain and VaChT maps\")\n", "ax.set_xlabel(\"VAChT\")\n", "ax.legend(loc=\"center left\", bbox_to_anchor=(1,0.5), title=f\"Regional influence\")" ] }, { "cell_type": "markdown", "id": "a7d9a330", "metadata": {}, "source": [ "Regional influence is one value per parcel, so we can also project it on a brain. Below, we plot in compared to the two input maps." ] }, { "cell_type": "code", "execution_count": 8, "id": "6b79609c", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:12.582159Z", "iopub.status.busy": "2026-07-20T16:35:12.582015Z", "iopub.status.idle": "2026-07-20T16:35:22.562839Z", "shell.execute_reply": "2026-07-20T16:35:22.562424Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING | 20/07/26 18:35:12 | nispace.plotting: Brain plotting in NiSpace is experimental. If things look off, feel free to raise a GitHub issue!\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:12 | nispace.core.parcellation: Building cortex Parcellation for 'Yan200' from library. DOI: 10.1016/j.neuroimage.2023.120010\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:12 | nispace.core.parcellation: Available spaces: MNI152NLin2009cAsym, MNI152NLin6Asym, fsLR, fsaverage\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:12 | nispace.core.parcellation: Parcellation 'Yan200': validation passed.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:12 | nispace.plotting: brainplot: threshold='auto' → 8.305642040795647e-06\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:12 | nispace.core.parcellation: Lazy-loading parcellation image for space 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:13 | nispace.core.parcellation: Parcellation 'Yan200': active space set to 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:13 | nispace.plotting: brainplot: kind='glass', img_mode='None', surf_space='None', mni_space='MNI152NLin2009cAsym', surf_mesh='inflated'\u001b[0m\n" ] }, { "data": { "text/plain": [ "(
, [, , ])" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "brainplot(\n", " [x - x.min(), y, infl], # rescale x because 0 is meaningless here\n", " title=[\"VAChT\", \"Pain\", \"Regional influence: VAChT × Pain\"],\n", " parcellation=\"Yan200\",\n", ")" ] }, { "cell_type": "markdown", "id": "981fa46b", "metadata": {}, "source": [ "### Regional contribution\n", "\n", "Regional influence asks *how much does removing this region change the correlation?* Regional contribution asks a different, simpler question: *how much does this region add to the correlation?*\n", "\n", "$$\\text{contribution}_i = z_{X,i} \\cdot z_{Y,i}$$\n", "\n", "where $z_{X,i}$ and $z_{Y,i}$ are the standardized values at region $i$, computed over the same shared NaN mask that the correlation itself uses. This is the **exact additive decomposition** of Pearson's $\\rho$: the mean over all regions equals the observed correlation exactly. It requires no leave-one-out refitting and is O(n) in compute.\n", "\n", "The key advantage over regional influence is the **quadrant** label, which breaks a symmetry that LOO cannot:\n", "- `high_high` — both maps above their means here (co-elevation)\n", "- `low_low` — both maps below their means here (co-depression)\n", "- `discordant` — maps on opposite sides of their respective means\n", "\n", "Regional influence assigns the same positive delta to a high-high and a low-low region (both reinforce a positive rho identically). Regional contribution's quadrant label distinguishes them, which is often the scientifically relevant distinction.\n", "\n", "> **Note**: regional contribution is scoped to the 4 correlation methods (`pearson`, `spearman`, `partialpearson`, `partialspearman`). R²-based methods (`mlr`, `dominance`, `pls`, `pcr`) do not have an equivalent additive decomposition." ] }, { "cell_type": "code", "execution_count": 9, "id": "6446fcea", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:22.565003Z", "iopub.status.busy": "2026-07-20T16:35:22.564878Z", "iopub.status.idle": "2026-07-20T16:35:24.732692Z", "shell.execute_reply": "2026-07-20T16:35:24.732241Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:22 | nispace.api: *** NiSpace.regional_contribution() - Estimating regional contribution. ***\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Regional contribution (spearman, 4 proc): 100%|█████████████████████████████████████████| 1/1 [00:00<00:00, 2603.54it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:24 | nispace.api: Returning colocalizations: \n", "| METHOD | XSEA | X_REDUCTION | Y_TRANSFORM | \n", "| spearman | False | False | False | \u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "rho (from colocalize, back-transformed from Z): 0.399273\n", "mean(contribution) (decomposed): 0.399272\n", "\n", "Top 5 contributing regions:\n", " +2.8806 hemi-L_div-SalVenAttnB_lab-FrMed\n", " +2.7642 hemi-R_div-SalVenAttnB_lab-FrMed\n", " +2.7358 hemi-R_div-VisualB_lab-Striate+2\n", " +2.5941 hemi-R_div-SalVenAttnB_lab-Ins\n", " +2.5386 hemi-L_div-VisualC_lab-ExStr\n" ] } ], "source": [ "# Calculate and get contribution\n", "nsp02.regional_contribution()\n", "rc02 = nsp02.get_regional_contribution()\n", "contrib = rc02[top_pet].squeeze()\n", "\n", "# Verify the additive decomposition: mean(contribution) should equal rho\n", "rho = nsp02.get_colocalizations().loc[\"Pain\", top_pet]\n", "print(f\"rho (from colocalize, back-transformed from Z): {np.tanh(rho):.6f}\")\n", "print(f\"mean(contribution) (decomposed): {contrib.mean():.6f}\")\n", "\n", "# Top 5 contributing regions\n", "print(\"\\nTop 5 contributing regions:\")\n", "top5 = contrib.sort_values(ascending=False).head(5)\n", "for parcel, val in top5.items():\n", " print(f\" {val:+.4f} {parcel}\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "27d7f87b", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:24.734177Z", "iopub.status.busy": "2026-07-20T16:35:24.734057Z", "iopub.status.idle": "2026-07-20T16:35:32.108902Z", "shell.execute_reply": "2026-07-20T16:35:32.108545Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING | 20/07/26 18:35:24 | nispace.plotting: Brain plotting in NiSpace is experimental. If things look off, feel free to raise a GitHub issue!\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:24 | nispace.core.parcellation: Building cortex Parcellation for 'Yan200' from library. DOI: 10.1016/j.neuroimage.2023.120010\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:24 | nispace.core.parcellation: Available spaces: MNI152NLin2009cAsym, MNI152NLin6Asym, fsLR, fsaverage\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:24 | nispace.core.parcellation: Parcellation 'Yan200': validation passed.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:24 | nispace.plotting: brainplot: threshold='auto' → 8.305642040795647e-06\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:24 | nispace.core.parcellation: Lazy-loading parcellation image for space 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:25 | nispace.core.parcellation: Parcellation 'Yan200': active space set to 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:25 | nispace.plotting: brainplot: kind='glass', img_mode='None', surf_space='None', mni_space='MNI152NLin2009cAsym', surf_mesh='inflated'\u001b[0m\n" ] }, { "data": { "text/plain": [ "(
, [, ])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot compared to regional influence from above (should look quite similar)\n", "brainplot(\n", " [infl, contrib],\n", " title=[\"Regional influence: VAChT × Pain\", \"Regional contribution: VAChT × Pain\"],\n", " parcellation=\"Yan200\",\n", ")" ] }, { "cell_type": "markdown", "id": "b209b001", "metadata": {}, "source": [ "## Example 2: XSEA (cell type enrichment)\n", "\n", "For XSEA, `regional_influence()` picks up the `xsea=True` setting automatically from the last `colocalize()` call. The result dict is keyed by **cell type set labels** rather than individual gene labels." ] }, { "cell_type": "code", "execution_count": 11, "id": "c30ab001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:32.110706Z", "iopub.status.busy": "2026-07-20T16:35:32.110551Z", "iopub.status.idle": "2026-07-20T16:35:34.761955Z", "shell.execute_reply": "2026-07-20T16:35:34.761514Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:32 | nispace.api: *** NiSpace.regional_influence() - Estimating regional influence. ***\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Regional influence (spearman, analytic, 4 proc): 100%|██████████████████████████████████| 1/1 [00:00<00:00, 1992.54it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Type: \n", "Keys (cell types): ['Ex1 CortProject (L2/3)', 'Ex2 Granule (L3/4)', 'Ex3 Granule (L4)', 'Ex4 SubcortProject (L4)', 'Ex5 SubcortProject (L4-6)', 'Ex6 SubcortProject (L5-6)', 'Ex7 Corticothalamic', 'Ex8 Corticothalamic (L6)', 'In1 VIP+RELN+NDNF+ (L1/2)', 'In2 VIP+RELN-NDNF- (L6)', 'In3 VIP+RELN+NDNF- (L6)', 'In4 VIP-RELN+NDNF+ (L1-3)', 'In5 CCK+NOS1+CALB2+ (L2/3)', 'In6 PVALB+CRHBP+ (L4/5)', 'In7 SST+CALB1+NPY+ (L5/6)', 'In8 SST+NOS1+ (L6)', 'Astrocyte', 'Endothelial', 'Developing-quiescent', 'Developing-replicating', 'Microglia', 'Other Neurons', 'OPC', 'Oligodendrocyte']\n" ] } ], "source": [ "# Regional influence for XSEA (auto picks up xsea=True from last colocalize)\n", "nsp10.regional_influence()\n", "\n", "ri10 = nsp10.get_regional_influence()\n", "print(f\"Type: {type(ri10)}\")\n", "print(f\"Keys (cell types): {list(ri10.keys())}\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "d40ab001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:34.763537Z", "iopub.status.busy": "2026-07-20T16:35:34.763404Z", "iopub.status.idle": "2026-07-20T16:35:37.413323Z", "shell.execute_reply": "2026-07-20T16:35:37.412972Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:34 | nispace.api: Returning colocalizations: \n", "| METHOD | XSEA | X_REDUCTION | Y_TRANSFORM | \n", "| spearman | True | False | False | \u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Top cell type: Microglia\n", "\u001b[33mWARNING | 20/07/26 18:35:34 | nispace.plotting: Brain plotting in NiSpace is experimental. If things look off, feel free to raise a GitHub issue!\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:34 | nispace.core.parcellation: Building combined Parcellation 'Yan100+TianS1' from library.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:34 | nispace.core.parcellation: Common MNI space(s) for combined: ['MNI152NLin2009cAsym', 'MNI152NLin6Asym'].\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:34 | nispace.core.parcellation: Merging 'Yan100' and 'TianS1' for space 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:34 | nispace.core.parcellation: Merging 'Yan100' and 'TianS1' for space 'MNI152NLin6Asym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.core.parcellation: Fetching cx surface data for 'Yan100' in 'fsLR' (for spin tests).\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.core.parcellation: Fetching cx surface data for 'Yan100' in 'fsaverage' (for spin tests).\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.core.parcellation: Combined parcellation 'Yan100+TianS1' ready. MNI space(s): ['MNI152NLin2009cAsym', 'MNI152NLin6Asym']. Cx surface space(s) for spins: ['fsLR', 'fsaverage'].\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.core.parcellation: Parcellation 'Yan100+TianS1': validation passed.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.plotting: brainplot: threshold='auto' → 3.452582632235135e-06\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.core.parcellation: Parcellation 'Yan100+TianS1': active space set to 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.core.parcellation: Combined parcellation: cx-LH parcels = 50, cx-RH parcels = 50.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:35 | nispace.plotting: brainplot: kind='glass', img_mode='None', surf_space='None', mni_space='MNI152NLin2009cAsym', surf_mesh='inflated'\u001b[0m\n" ] }, { "data": { "text/plain": [ "(
, [])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Top cell type by |mean rho|\n", "top_ct = nsp10.get_colocalizations().loc[\"Pain\"].abs().idxmax()\n", "print(f\"Top cell type: {top_ct}\")\n", "\n", "brainplot(\n", " ri10[top_ct],\n", " parcellation=\"Yan100+TianS1\",\n", " title=f\"Regional influence: {top_ct} × Pain (XSEA)\",\n", ")" ] }, { "cell_type": "markdown", "id": "e50ab001", "metadata": {}, "source": [ "## Multi-Y pooling\n", "\n", "Both examples above have a single Y map (the pain map), so the result is a (1 × n_parcels) DataFrame per receptor/set.\n", "\n", "For multi-subject designs (n_Y > 1), each row of the result DataFrame corresponds to one subject's influence profile. `get_regional_influence(pooled=\"mean\")` collapses across subjects, giving a single (1 × n_parcels) DataFrame per key:\n", "\n", "```python\n", "# Example: multi-subject — n_Y = number of subjects\n", "nsp_multi.regional_influence()\n", "ri_pooled = nsp_multi.get_regional_influence(pooled=\"mean\") # averages across subjects\n", "```\n", "\n", "Use `pooled=\"median\"` for robustness to outlier subjects." ] }, { "cell_type": "markdown", "id": "f60ab001", "metadata": {}, "source": [ "## Summary\n", "\n", "- `nsp.regional_influence()` computes influence per region: how much does removing a region change the colocalization? Result is `|stat_full| − |stat_loo|` by default (unsigned); `signed=True` restores the raw directional delta.\n", "- `get_regional_influence()` returns a dict (per-pair methods like spearman) or a DataFrame (joint-model methods like mlr).\n", "- `engine=\"auto\"` picks the analytic closed-form for `pearson`/`spearman`/`partialpearson`/`partialspearman`/`mlr`, and bruteforce for all others.\n", "- `lasso`, `ridge`, `elasticnet` are not supported (their closures fix the data size at fit time).\n", "- XSEA is supported: influence reflects how each region shapes the set-level mean colocalization.\n", "- For multi-subject data, use `get_regional_influence(pooled=\"mean\")` to aggregate across subjects.\n", "- `nsp.regional_contribution()` provides a complementary O(n) decomposition: `contribution_i = zx_i * zy_i`, whose mean equals rho exactly. Use `get_regional_contribution(quadrant=True)` to retrieve the `high_high`/`low_low`/`discordant` label per region — the distinction that regional influence alone cannot make." ] } ], "metadata": { "kernelspec": { "display_name": "nsp309", "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": "3.9.20" } }, "nbformat": 4, "nbformat_minor": 5 }