{ "cells": [ { "cell_type": "markdown", "id": "bb01a001", "metadata": {}, "source": [ "# Binary spatial colocalization\n", "\n", "In all previous notebooks, the input map `Y` was a continuous brain map — a z-score, a Cohen's d, a correlation coefficient. But sometimes `Y` is **binary**: a network mask, an ROI, a lesion map, a thresholded cluster map.\n", "\n", "For binary data, spatial colocalization reduces to **point-biserial correlation**, which is mathematically equivalent to Pearson correlation. Spearman rank correlation degrades with heavily tied data (most parcels = 0), making Pearson the correct choice.\n", "\n", "Setting `binary_y=True` in NiSpace:\n", "- Prevents z-scoring of `Y` (which would distort binary values)\n", "- Sets `colocalization_method=\"pearson\"` when no method is specified\n", "- Issues a warning if a ranked method is requested\n", "\n", "In this notebook we use the **Yeo 7 functional networks** (Yeo et al. 2011) as binary `Y` maps and ask which cortical features (cell types, gradients, myelination) are enriched in each network." ] }, { "cell_type": "code", "execution_count": 2, "id": "bc02b001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:34:02.883376Z", "iopub.status.busy": "2026-07-20T16:34:02.883188Z", "iopub.status.idle": "2026-07-20T16:34:05.478467Z", "shell.execute_reply": "2026-07-20T16:34:05.478123Z" } }, "outputs": [], "source": [ "import tqdm.notebook\n", "tqdm.notebook.tqdm = tqdm.tqdm\n", "\n", "import numpy as np\n", "import nibabel as nib\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "from nilearn.datasets import fetch_atlas_yeo_2011\n", "from nispace.workflows import colocalization\n", "from nispace.plotting import brainplot" ] }, { "cell_type": "markdown", "id": "cc03c001", "metadata": {}, "source": [ "## Loading the Yeo 7 networks\n", "\n", "The Yeo 2011 atlas defines 7 large-scale functional brain networks from resting-state fMRI. We use the `thick_7` variant (7 networks, thickened boundaries for better MNI-space coverage). Each voxel is labelled 0 (background) or 1–7 (network ID). We extract 7 binary NIfTI images, one per network." ] }, { "cell_type": "code", "execution_count": 3, "id": "cd04c001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:34:05.480306Z", "iopub.status.busy": "2026-07-20T16:34:05.480105Z", "iopub.status.idle": "2026-07-20T16:34:06.312823Z", "shell.execute_reply": "2026-07-20T16:34:06.312467Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[fetch_atlas_yeo_2011] Dataset found in /Users/llotter/nilearn_data/yeo_2011\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Networks: ['Visual', 'SomMot', 'DorsAttn', 'SalVentAttn', 'Limbic', 'Control', 'Default']\n", " Visual: 178225 voxels\n", " SomMot: 155895 voxels\n", " DorsAttn: 122714 voxels\n", " SalVentAttn: 109290 voxels\n", " Limbic: 92292 voxels\n", " Control: 155339 voxels\n", " Default: 240978 voxels\n" ] } ], "source": [ "yeo = fetch_atlas_yeo_2011(n_networks=7, thickness=\"thick\")\n", "thick7 = nib.load(yeo.maps)\n", "data = thick7.get_fdata().squeeze()\n", "\n", "# Canonical Yeo 7 network names (Yeo et al. 2011)\n", "yeo_names = {\n", " 1: \"Visual\",\n", " 2: \"SomMot\",\n", " 3: \"DorsAttn\",\n", " 4: \"SalVentAttn\",\n", " 5: \"Limbic\",\n", " 6: \"Control\",\n", " 7: \"Default\",\n", "}\n", "\n", "# Extract one binary NIfTI per network\n", "yeo_imgs = [nib.Nifti1Image((data == i).astype(np.float32), thick7.affine)\n", " for i in yeo_names]\n", "yeo_labels = list(yeo_names.values())\n", "\n", "# save in dict for use with NiSpace\n", "yeo_dict = dict(zip(yeo_labels, yeo_imgs))\n", "\n", "print(\"Networks:\", yeo_labels)\n", "for name, img in yeo_dict.items():\n", " n_voxels = int(img.get_fdata().sum())\n", " print(f\" {name}: {n_voxels} voxels\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "de05c001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:34:06.314498Z", "iopub.status.busy": "2026-07-20T16:34:06.314368Z", "iopub.status.idle": "2026-07-20T16:34:24.836460Z", "shell.execute_reply": "2026-07-20T16:34:24.835903Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING | 20/07/26 18:34:06 | nispace.plotting: Brain plotting in NiSpace is experimental. If things look off, feel free to raise a GitHub issue!\u001b[0m\n" ] }, { "data": { "text/plain": [ "(
,\n", " [, , , , , , ])" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize the networks as a sanity check\n", "brainplot(yeo_imgs, title=list(yeo_names.values()), ncols=2)" ] }, { "cell_type": "markdown", "id": "ef06c001", "metadata": {}, "source": [ "## Analysis A: functional network overlap (positive control)\n", "\n", "As a positive control, we test colocalization with the `rsn17` reference dataset — 17 resting-state networks that partially overlap with the Yeo 7 parcellation. We expect high within-network overlap (same network, different parcellation) and low across-network overlap.\n", "\n", "This is a **positive control**: if we don't recover the block structure (Visual ↔ Visual, Default ↔ Default, etc.), something is wrong with the pipeline or the data." ] }, { "cell_type": "code", "execution_count": 5, "id": "f007c001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:34:24.840548Z", "iopub.status.busy": "2026-07-20T16:34:24.840404Z", "iopub.status.idle": "2026-07-20T16:34:47.832076Z", "shell.execute_reply": "2026-07-20T16:34:47.831684Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:24 | nispace.workflows: Loading integrated rsn17 dataset as X data.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:24 | nispace.datasets: Loading rsn17 maps.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:24 | nispace.datasets: Loading data parcellated with 'Yan200'\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The NiSpace \"RSN17\" dataset contains resting-state network probability maps describing the 17 \"Kong\"\n", "networks. The maps were derived from individual-level cortical parcellations of 1029 HCP subjects\n", "into 17 functional networks, generated as described in Kong et al., 2021 and made available at\n", "https://github.com/ThomasYeoLab/Kong2022_ArealMSHBM. The maps are only available in fsLR and\n", "fsaverage spaces. Note that the networks follow the Kong et al. naming convention, which differs\n", "from the 17 \"Yeo networks\". Please cite the original publication when using these maps.\n", " - Kong et al., 2021 https://doi.org/10.1093/cercor/bhab101\n", "To ensure reproducibility, note the NiSpace version: 0.0.2b2.dev48+g51f21588b.d20260717 (commit: g51f21588b).\n", "\n", "\u001b[32mINFO | 20/07/26 18:34:24 | nispace.api: binary_y=True: Expecting Y input derived from binary maps (e.g., cluster or network maps); background_value=False for Y parcellation (unless explicitly overridden via background_value={'y': ...} in .fit()).\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:24 | nispace.api: *** NiSpace.fit() - Data extraction and preparation. ***\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:24 | 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 18:34:24 | nispace.core.parcellation: Available spaces: MNI152NLin2009cAsym, MNI152NLin6Asym, fsLR, fsaverage\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:25 | nispace.core.parcellation: Parcellation 'Yan200': validation passed.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:25 | nispace.core.parcellation: Lazy-loading parcellation image for space 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.core.parcellation: Parcellation 'Yan200': active space set to 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.api: Checking input data for 'x' (should be, e.g., PET data):\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.io: Input type: DataFrame, assuming parcellated data with shape (n_files/subjects/etc, n_parcels).\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.api: Got 'x' data for 17 x 200 parcels.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.api: Checking input data for 'y' (should be, e.g., subject data):\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.io: Input type: dict, assuming (img_name, img) pairs for imaging data.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.io: Background (bg) handling: background_value=False; reporting bg-only parcels: False\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:26 | nispace.io: Parcellating imaging data.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Parcellating (-1 proc): 100%|████████████████████████████████████████████████████████████| 7/7 [00:00<00:00, 709.49it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:44 | nispace.api: Got 'y' data for 7 x 200 parcels.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:44 | nispace.api: Z-standardizing 'X' data.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:44 | nispace.api: *** NiSpace.colocalize() - Estimating X & Y colocalizations. ***\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:44 | nispace.api: Running 'pearson' colocalization.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Colocalizing (pearson, -1 proc): 100%|██████████████████████████████████████████████████| 7/7 [00:00<00:00, 7691.94it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.api: *** NiSpace.permute() - Estimate exact non-parametric p values. ***\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.api: Permutation of: X maps.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.api: Using default null method 'moran' (parcellation null space: 'fsLR').\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.core.parcellation: Lazy-loading parcellation image for space 'fsLR'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.api: Loading observed colocalizations (method = 'pearson').\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.core.permute: Generating null maps (n = 1000, null_method = 'moran').\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.nulls: Null map generation: Assuming n = 17 data vector(s) for n = 200 parcels.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.nulls: Using provided distance matrix/matrices.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Moran null maps (-1 proc): 100%|███████████████████████████████████████████████████████| 17/17 [00:00<00:00, 228.60it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.nulls: Null data generation finished.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.core.permute: Z-standardizing null maps.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Null colocalizations (pearson, -1 proc): 100%|████████████████████████████████████| 1000/1000 [00:00<00:00, 7939.20it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.core.permute: Calculating exact p-values (tails = {'rho': 'two'}).\u001b[0m\n" ] } ], "source": [ "nsp_a = colocalization(\n", " x=\"rsn17\",\n", " y=yeo_dict,\n", " parcellation=\"Yan200\",\n", " binary_y=True, # Y is binary: prevents z-scoring, auto-selects pearson\n", " n_perm=1000,\n", " seed=42,\n", " n_proc=-1,\n", " plot=False,\n", " return_nispace_only=True\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "a108c001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:34:47.834822Z", "iopub.status.busy": "2026-07-20T16:34:47.834456Z", "iopub.status.idle": "2026-07-20T16:34:47.964940Z", "shell.execute_reply": "2026-07-20T16:34:47.964481Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# the straight-forward way to visualize this is a heatmap\n", "fig, ax = plt.subplots(1, figsize=(8,2.5))\n", "sns.heatmap(\n", " nsp_a.get_colocalizations(),\n", " center=0,\n", " square=True\n", ")" ] }, { "cell_type": "markdown", "id": "b209c001", "metadata": {}, "source": [ "## Analysis B: cortical organization features\n", "\n", "Now we ask a more substantive question: which structural and organizational features of the cortex are enriched in each Yeo 7 network?\n", "\n", "We use the `cortexfeatures` reference dataset with the `CortexOrganisation` collection, which includes 11 maps spanning:\n", "- **Morphology**: cortical thickness, T1w/T2w myelination proxy\n", "- **Gradients**: sensorimotor-to-association (SA) axis, FC gradients 1–3 (Margulies et al. 2016)\n", "- **Developmental/evolutionary expansion** (Hill et al. 2010; Xu et al. 2020)\n", "- **Species homology**, gene expression PC1\n", "\n", "Expected patterns:\n", "- **Myelination** (`feature-t1t2`): highest in SomMot (heavily myelinated sensorimotor cortex), lowest in Default (lightly myelinated association cortex)\n", "- **FC gradient 1** (`feature-fcgradient1`): captures the unimodal-to-transmodal axis — aligns strongly with the Default network at one end and SomMot/Visual at the other" ] }, { "cell_type": "code", "execution_count": 7, "id": "c30ac001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:34:47.966784Z", "iopub.status.busy": "2026-07-20T16:34:47.966556Z", "iopub.status.idle": "2026-07-20T16:35:02.088164Z", "shell.execute_reply": "2026-07-20T16:35:02.087740Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.workflows: Loading integrated cortexfeatures dataset as X data.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.datasets: Loading cortexfeatures maps.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.datasets: Loading integrated collection 'CortexOrganisation' for dataset 'cortexfeatures'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.datasets: Filtering maps by collection.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.datasets: Loading data parcellated with 'Yan200'\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:47 | nispace.datasets: Fetching map info for dataset 'cortexfeatures'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The NiSpace \"CortexFeatures\" dataset consists of different features of cortical topology available\n", "via neuromaps. Many of these maps were used in Shafiei et al., 2023. The maps are fetched directly\n", "from neuromaps (space=\"fsLROriginal\" or \"fsaverageOriginal\") or downloaded from the NiSpace-data\n", "GitHub repo (space=\"fsLR\" or \"fsaverage\"; recommended). Please cite neuromaps (https://neuromaps-\n", "main.readthedocs.io/) and the original publication for each map when used.\n", " - Markello et al., 2022 https://doi.org/10.1038/s41592-022-01625-w\n", " - Shafiei et al., 2023 https://doi.org/10.1038/s41467-023-41689-6\n", "To ensure reproducibility, note the NiSpace version: 0.0.2b2.dev48+g51f21588b.d20260717 (commit: g51f21588b).\n", "\n", " thickness 10.1016/j.neuroimage.2013.05.041 CC BY-NC-SA 4.0 https://doi.org/10.1016/j.neuroimage.2013.05.041\n", " t1t2 10.1016/j.neuroimage.2013.05.041 CC BY-NC-SA 4.0 https://doi.org/10.1016/j.neuroimage.2013.05.041\n", " saaxis 10.1016/j.neuron.2021.06.016 CC BY-NC-SA 4.0 https://doi.org/10.1016/j.neuron.2021.06.016\n", " geneexpr 10.7554/eLife.72129 CC BY-NC-SA 4.0 https://doi.org/10.7554/eLife.72129\n", " develexpansion 10.1073/pnas.1001229107 CC BY-NC-SA 4.0 https://doi.org/10.1073/pnas.1001229107\n", " evolexpansion 10.1073/pnas.1001229107 free https://doi.org/10.1073/pnas.1001229107\n", " evolexpansion 10.1016/j.neuroimage.2020.117346 free https://doi.org/10.1016/j.neuroimage.2020.117346\n", " specieshomology 10.1016/j.neuroimage.2020.117346 free https://doi.org/10.1016/j.neuroimage.2020.117346\n", "\u001b[32mINFO | 20/07/26 18:34:47 | 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 18:34:47 | nispace.core.parcellation: Available spaces: MNI152NLin2009cAsym, MNI152NLin6Asym, fsLR, fsaverage\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:48 | nispace.core.parcellation: Parcellation 'Yan200': validation passed.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:48 | nispace.core.parcellation: Lazy-loading parcellation image for space 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:49 | nispace.core.parcellation: Parcellation 'Yan200': active space set to 'MNI152NLin2009cAsym'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:49 | nispace.io: Input type: DataFrame, assuming parcellated data with shape (n_files/subjects/etc, n_parcels).\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:49 | nispace.io: Input type: dict, assuming (img_name, img) pairs for imaging data.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:49 | nispace.io: Background (bg) handling: background_value=False; reporting bg-only parcels: False\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:34:49 | nispace.io: Parcellating imaging data.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Parcellating (-1 proc): 100%|██████████████████████████████████████████████████████████| 7/7 [00:00<00:00, 11925.32it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Colocalizing (pearson, -1 proc): 100%|██████████████████████████████████████████████████| 7/7 [00:00<00:00, 7675.85it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:01 | nispace.core.parcellation: Lazy-loading parcellation image for space 'fsLR'.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:01 | nispace.core.permute: Generating null maps (n = 1000, null_method = 'moran').\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:01 | nispace.nulls: Null map generation: Assuming n = 8 data vector(s) for n = 200 parcels.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:01 | nispace.nulls: Using provided distance matrix/matrices.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Moran null maps (-1 proc): 100%|████████████████████████████████████████████████████████| 8/8 [00:00<00:00, 6539.55it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:01 | nispace.nulls: Null data generation finished.\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:01 | nispace.core.permute: Z-standardizing null maps.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "Null colocalizations (pearson, -1 proc): 100%|████████████████████████████████████| 1000/1000 [00:00<00:00, 7744.90it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32mINFO | 20/07/26 18:35:02 | nispace.core.permute: Calculating exact p-values (tails = {'rho': 'two'}).\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "nsp_b = colocalization(\n", " x=\"cortexfeatures\",\n", " x_collection=\"CortexOrganisation\", # 11 maps: thickness, myelination, SA axis, FC gradients, expansion, homology\n", " y=yeo_dict,\n", " parcellation=\"Yan200\",\n", " binary_y=True,\n", " n_perm=1000,\n", " seed=42,\n", " n_proc=-1,\n", " plot=False,\n", " return_nispace_only=True\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "id": "d40bc001", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T16:35:02.090706Z", "iopub.status.busy": "2026-07-20T16:35:02.090526Z", "iopub.status.idle": "2026-07-20T16:35:02.269760Z", "shell.execute_reply": "2026-07-20T16:35:02.269430Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, '$☆: p < 0.05,\\\\ ★: p_{Meff} < 0.05$')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# this time with significance annotation\n", "data = nsp_b.get_colocalizations()\n", "p = nsp_b.get_p_values()\n", "pc = nsp_b.get_corrected_p_values()\n", "annot = ((p < 0.05).astype(int) + (pc < 0.05).astype(int)).replace({0: \"\", 1: \"☆\", 2: \"★\"})\n", "\n", "fig, ax = plt.subplots(1, figsize=(8,2.5))\n", "sns.heatmap(\n", " data,\n", " annot=annot,\n", " fmt=\"s\",\n", " center=0,\n", " square=True\n", ")\n", "ax.set_title(\"$☆: p < 0.05,\\ ★: p_{Meff} < 0.05$\", size=11)" ] }, { "cell_type": "markdown", "id": "a701c001", "metadata": {}, "source": [ "## Summary\n", "\n", "- `binary_y=True` in `NiSpace()` or in any workflow function switches to binary-Y mode: no z-scoring, Pearson auto-selected.\n", "- Binary colocalization = point-biserial correlation; Spearman degrades with many tied zeros.\n", "- `colocalization(x=..., y=binary_maps, binary_y=True)` is the one-liner workflow.\n", "- The Yeo 7 example shows how to extract binary masks from an atlas NIfTI and test them against any NiSpace reference dataset.\n", "\n", "For the NiMARE case (binary ALE cluster maps as Y, with a coordinate-sampling null), see the [NiMARE integration notebook](intro12_nimare_integration.ipynb)." ] } ], "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 }