{ "cells": [ { "cell_type": "markdown", "id": "2a5c48b3", "metadata": {}, "source": [ "# TIRL demo - mapping microscopy to MRI\n", "\n", "In this script we demonstrate how you can map microscopy images through to MRI space using tirl outputs.\n", "\n", "We output the microscopy section mapped into the MRI volume (nifti file), and demo some simple correlation plots.\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "69a75168-ebf6-4961-b223-4b1b986d7322", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.3.0\r\n" ] } ], "source": [ "### Must first activate tirl env if not using FSL version\n", "\n", "# Imports\n", "import nibabel as nib\n", "import numpy as np\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "import tirl\n", "from tirl.timage import TImage\n", "! tirl version" ] }, { "cell_type": "markdown", "id": "d1674305", "metadata": {}, "source": [ "## Load and visualise the microscopy and MRI" ] }, { "cell_type": "code", "execution_count": 74, "id": "a861ef97", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/fs0/amyh/.conda/envs/tirlenv_v3.2/lib/python3.8/site-packages/tirl-3.3.0-py3.8-linux-x86_64.egg/tirl/tfield.py:882: UserWarning: Auto-detected tensor axes: (2,)\n", " warnings.warn(\"Auto-detected tensor axes: {}\".format(t_axes))\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Here I have first ran code to compute stained area fraction map from SVS file\n", "####!~/run_SAF.m not run due to time constraints\n", "\n", "# Load the microscopy images\n", "microscopy_rgb = TImage('demo_files/CV090a_thumb.tif') # reference\n", "microscopy_rgb.normalise()\n", "microscopy = TImage('demo_files/CV090a_SAF_moderate.tif') # image I want to map to MRI\n", "microscopy.normalise()\n", "\n", "# Display the image using matplotlib\n", "plt.figure(figsize=(10, 6))\n", "plt.subplot(131)\n", "plt.imshow(microscopy_rgb.data)\n", "plt.axis('off') \n", "plt.title('original microscopy')\n", "plt.subplot(132)\n", "plt.imshow(microscopy_saf.data, cmap='gray')\n", "plt.axis('off') \n", "plt.title('stained area fraction')\n", "\n", "# Also show MRI we want to register to (approx slice shown before registration)\n", "struct = TImage('demo_files/struct_brain.nii.gz')\n", "plt.subplot(133)\n", "plt.imshow(np.squeeze(struct.data[:,110,:].T[::-1,:]), cmap='gray')\n", "plt.axis('off') \n", "plt.title('Structural MRI')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a90ac610", "metadata": {}, "source": [ "## Run TIRL registration\n", "\n", "Note in BigMac, the tirl registration has been run for you and you can skip this step. Here we show how the registration was run as an example for others who may be working with different data." ] }, { "cell_type": "markdown", "id": "855b85c4", "metadata": {}, "source": [ "### First write config file" ] }, { "cell_type": "code", "execution_count": null, "id": "2b2786aa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{\r\n", " \"general\": {\r\n", " \"cost\": \"MIND\",\r\n", " \"isotropic\": true,\r\n", " \"logfile\": \"/vols/Data/BigMac/Microscopy/Cresyl/Anterior/CV090x/structur\r\n", "eTensor/CV090a_ST_150/Reg2MRI/logfile.log\",\r\n", " \"loglevel\": 10,\r\n", " \"name\": \"bigmac_xy\",\r\n", " \"outputdir\": \"/vols/Data/BigMac/Microscopy/Cresyl/Anterior/CV090x/struct\r\n", "ureTensor/CV090a_ST_150/Reg2MRI/\",\r\n", " \"paramlogfile\": \"/vols/Data/BigMac/Microscopy/Cresyl/Anterior/CV090x/str\r\n", "uctureTensor/CV090a_ST_150/Reg2MRI/paramlogfile.log\",\r\n", " \"stages\": [\r\n", " 1,\r\n", " 2,\r\n", " 4\r\n", " ],\r\n", " \"system\": \"linux\",\r\n", " \"verbose\": false,\r\n", " \"warnings\": false\r\n", " },\r\n", " \"header\": {\r\n", " \"author\": \"Istvan N Huszar, Amy FD Howard\",\r\n", "\u001b[7m--More--(9%)\u001b[m" ] } ], "source": [ "# First write config file\n", "!more demo_files/configuration.json\n", "\n", "# We recommend you start with a config file from an existing project\n", "# Main things that then need changing are the input/output file/directory names, \n", "# the micrscopy resolution, and the slice 'centre', which is an approx initial position for the microscopy\n", "# in the MRI volume (in real not voxel space)" ] }, { "cell_type": "markdown", "id": "6bf8372a", "metadata": {}, "source": [ "### TIRL command" ] }, { "cell_type": "code", "execution_count": 35, "id": "75058fb5", "metadata": {}, "outputs": [], "source": [ "# Here we use the slice_to_volume TIRL script\n", "! tirl slice_to_volume --config ./configuration.json" ] }, { "cell_type": "markdown", "id": "9d5223fe", "metadata": {}, "source": [ "### Output files" ] }, { "cell_type": "code", "execution_count": 27, "id": "39c8c545", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1_stage1.png\t\t 3_stage4.timg\r\n", "1_stage1_targetmask.png configuration.json\r\n", "1_stage1.timg\t\t control_points_20210303_150810_400932.png\r\n", "2_stage2.png\t\t control_points_20210303_150810_400932.txt\r\n", "2_stage2_targetmask.png CV090a_thumb_mrires.tif\r\n", "2_stage2.timg\t\t logfile.log\r\n", "3_stage4.png\t\t paramlogfile.log\r\n", "3_stage4_targetmask.png volume.timg\r\n" ] } ], "source": [ "# Visualise output files\n", "!ls tirl-output\n", "\n", "# Here we see the MRI 'volume.timg' and the registered microscopy slices output from each of the \n", "# three registration stages (1_stage1.timg, 2_stage2.timg 3_stage4.timg). We can pick whichever output\n", "# we think is best. Below I use 2_stage which includes linear but not non-linear transformations." ] }, { "cell_type": "markdown", "id": "4acd3624", "metadata": {}, "source": [ "## Map microscopy to MRI using tirl warpfields" ] }, { "cell_type": "markdown", "id": "67fa187f", "metadata": {}, "source": [ "### Load tirl outputs\n" ] }, { "cell_type": "code", "execution_count": 28, "id": "a3b22e50-872b-4f96-9c11-97c083d41aa3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/fs0/amyh/.conda/envs/tirlenv_v3.2/lib/python3.8/site-packages/tirl-3.3.0-py3.8-linux-x86_64.egg/tirl/tirlfile.py:421: UserWarning: Data array is read-only.\n", " warnings.warn(\"Data array is read-only.\")\n", "/home/fs0/amyh/.conda/envs/tirlenv_v3.2/lib/python3.8/site-packages/tirl-3.3.0-py3.8-linux-x86_64.egg/tirl/tirlfile.py:440: UserWarning: Data array is read-only.\n", " warnings.warn(\"Data array is read-only.\")\n" ] } ], "source": [ "# Load microscopy warpfield and add to the SAF image we want to map\n", "warp = tirl.load('demo_files/tirl-output/2_stage2.timg')\n", "# Copy the warpfield to the microscopy domain\n", "microscopy.domain.copy_transformations(warp.domain)\n", "\n", "# Load MRI warpfield \n", "mri = tirl.load('demo_files/tirl-output/volume.timg')" ] }, { "cell_type": "markdown", "id": "bd600e71", "metadata": {}, "source": [ "### Map microscopy coordinates to MRI space" ] }, { "cell_type": "code", "execution_count": 29, "id": "76036aec", "metadata": {}, "outputs": [], "source": [ "# Get the microscopy pixels in physical or real space\n", "pc = microscopy.domain.get_physical_coordinates() # cordinates in physical space \n", "\n", "# Map these through the MRI domain to voxel space\n", "vc = np.round(mri.domain.map_physical_coordinates(pc)).astype(int) # coordinates in structural space\n", "\n", "# Clip output to ensure that we are not trying to index voxels outside the structural volume\n", "vc = np.clip(vc, 0, np.subtract(mri.shape, 1)) \n" ] }, { "cell_type": "markdown", "id": "5c5f04c6", "metadata": {}, "source": [ "### Calculate mean SAF in those voxels that intersect with the MRI" ] }, { "cell_type": "code", "execution_count": 30, "id": "f9c7f823", "metadata": {}, "outputs": [], "source": [ "# Find voxels where the microscopy intersects with the MRI\n", "uni,ind = np.unique(vc,axis=0,return_inverse=True)\n", "\n", "# Loop over voxels and take mean value of microscopy pixels per voxel\n", "d = np.zeros(uni.shape[0])\n", "for i in np.arange(uni.shape[0]):\n", " # Can replace this with median, sum etc\n", " d[i] = np.mean(microscopy.data.ravel()[ind==i])\n", " \n", "# Create 3D object of zeros, same size as the MRI \n", "microscopy_in_mri = np.zeros(mri.shape)\n", "\n", "# Fill relevant voxels with microscopy SAF\n", "microscopy_in_mri[tuple(uni.T)] = d" ] }, { "cell_type": "markdown", "id": "95b4d5a2", "metadata": {}, "source": [ "### Save output as nifti" ] }, { "cell_type": "code", "execution_count": 33, "id": "aa068a9a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Done\n" ] } ], "source": [ "# Copy header from structural MRI volume\n", "newobj = nib.nifti1.Nifti1Image(microscopy_in_mri, None, header=mri.header['meta'])\n", "nib.save(newobj, \"demo_files/tirl-output/microscopy_in_mri.nii.gz\") \n", "print(\"Done\")\n" ] }, { "cell_type": "code", "execution_count": 93, "id": "da63f515", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "^C\r\n" ] } ], "source": [ "# Visualise using FSLeyes\n", "! fsleyes struct_brain.nii.gz tirl-output/microscopy_in_mri.nii.gz" ] }, { "cell_type": "markdown", "id": "47804b9c", "metadata": {}, "source": [ "## Plot correlation of MRI and microcopy\n", "\n", "Now that we have the MRI and microscopy in the same space, it is trivial to run voxel-wise correlations.\n", "Below we correlate this microscopy with structural MRI, as well as diffusion MRI metrics that have been \n", "previoiusly registered to the structral MRI (i.e. they are in the same space). Altnertaively, the microscopy\n", "can be directly mapped to the dMRI (or another MRI modality) by adding the structural MRI -> other MRI\n", "warpfield to the transformation chain above." ] }, { "cell_type": "markdown", "id": "9128e333", "metadata": {}, "source": [ "### Correlating the microscopy with the structural MRI\n", "\n", "Here we show both a voxelwise scatter plot and density plot" ] }, { "cell_type": "code", "execution_count": 98, "id": "3dd58b21", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Specify x,y data in mask\n", "mask = microscopy_in_mri>0\n", "x = mri.data[mask==1]\n", "y = microscopy_in_mri[mask==1]\n", "\n", "# Plot\n", "plt.figure(figsize=(10, 6))\n", "\n", "#### Scatter plot\n", "plt.subplot(121)\n", "plt.scatter(x,y,s=1)\n", "\n", "# Add titles and labels\n", "plt.title('Microscopy correlation with structural MRI')\n", "plt.xlabel('MRI (structural)')\n", "plt.ylabel('Microscopy (SAF)')\n", "plt.ylim(0,0.6)\n", "\n", "# Add a line of best fit\n", "sns.regplot(x=x, y=y, scatter=False, color='black')\n", "\n", "# Add the correlation coefficient to the legend\n", "corr = np.corrcoef(x, y)[0,1]\n", "plt.legend([f'Correlation: {corr:.2f}'], loc='upper left')\n", "\n", "#### Density plot\n", "plt.subplot(122)\n", "sns.kdeplot(x=x, y=y, cmap='bwr', fill=True, thresh=1e-1, levels=100)\n", "\n", "# Add titles and labels\n", "plt.title('Microscopy correlation with structural MRI')\n", "plt.xlabel('MRI (structural)')\n", "plt.ylabel('Microscopy (SAF)')\n", "plt.ylim(0,0.6)\n", "\n", "# Add a line of best fit\n", "sns.regplot(x=x, y=y, scatter=False, color='black')\n", "\n", "# Add the correlation coefficient to the legend\n", "corr = np.corrcoef(x, y)[0,1]\n", "plt.legend([f'Correlation: {corr:.2f}'], loc='upper left')\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "36b0e5ad", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "09f9e51c", "metadata": {}, "source": [ "### Correlating with DTI metrics" ] }, { "cell_type": "code", "execution_count": 99, "id": "a97a49c9", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Specify x,y data ### FA\n", "FA = TImage('demo_files/dti_FA.nii.gz')\n", "x = FA.data[mask==1]\n", "\n", "# Plot\n", "plt.figure(figsize=(10, 12))\n", "plt.subplot(221)\n", "plt.scatter(x,y,s=1)\n", "\n", "# Add titles and labels\n", "plt.title('Microscopy correlation with DTI FA')\n", "plt.xlabel('MRI (DTI FA)')\n", "plt.ylabel('Microscopy (SAF)')\n", "plt.ylim(0,0.6)\n", "\n", "# Add a line of best fit\n", "sns.regplot(x=x, y=y, scatter=False, color='black')\n", "\n", "# Add the correlation coefficient to the legend\n", "corr = np.corrcoef(x, y)[0,1]\n", "plt.legend([f'Correlation: {corr:.2f}'], loc='upper left')\n", "\n", "plt.subplot(222)\n", "sns.kdeplot(x=x, y=y, cmap='bwr', fill=True, thresh=1e-1, levels=100)\n", "\n", "# Add titles and labels\n", "plt.title('Microscopy correlation with DTI FA')\n", "plt.xlabel('MRI (DTI FA)')\n", "plt.ylabel('Microscopy (SAF)')\n", "plt.ylim(0,0.6)\n", "\n", "# Add a line of best fit\n", "sns.regplot(x=x, y=y, scatter=False, color='black')\n", "\n", "# Add the correlation coefficient to the legend\n", "corr = np.corrcoef(x, y)[0,1]\n", "plt.legend([f'Correlation: {corr:.2f}'], loc='upper left')\n", "\n", "\n", "#########\n", "\n", "# Specify x,y data ### MD\n", "MD = TImage('demo_files/dti_MD.nii.gz')\n", "x = MD.data[mask==1]*1000\n", "\n", "# Plot\n", "plt.subplot(223)\n", "plt.scatter(x,y,s=1)\n", "\n", "# Add titles and labels\n", "plt.title('Microscopy correlation with DTI MD')\n", "plt.xlabel('MRI (DTI MD)')\n", "plt.ylabel('Microscopy (SAF)')\n", "plt.ylim(0,0.6)\n", "plt.xlim(0.15,0.45)\n", "\n", "# Add a line of best fit\n", "sns.regplot(x=x, y=y, scatter=False, color='black')\n", "\n", "# Add the correlation coefficient to the legend\n", "corr = np.corrcoef(x, y)[0,1]\n", "plt.legend([f'Correlation: {corr:.2f}'], loc='upper left')\n", "\n", "# Plot\n", "plt.subplot(224)\n", "sns.kdeplot(x=x, y=y, cmap='bwr', fill=True, thresh=1e-1, levels=100)\n", "\n", "# Add titles and labels\n", "plt.title('Microscopy correlation with DTI MD')\n", "plt.xlabel('MRI (DTI MD)')\n", "plt.ylabel('Microscopy (SAF)')\n", "plt.ylim(0,0.6)\n", "plt.xlim(0.15,0.45)\n", "\n", "# Add a line of best fit\n", "sns.regplot(x=x, y=y, scatter=False, color='black')\n", "\n", "# Add the correlation coefficient to the legend\n", "corr = np.corrcoef(x, y)[0,1]\n", "plt.legend([f'Correlation: {corr:.2f}'], loc='upper left')\n", "\n", "\n", "#########\n", "\n", "# Show the plot\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "d44cdac8", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 5 }