{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ECoG quality checks\n", "\n", "This tutorial will showcase two ways to quality check the dataset. First, we will correlate the podcast audio with each electrode's time series. We expect that electrodes that are very close to the [primary auditory cortex](https://en.wikipedia.org/wiki/Auditory_cortex) will be correlated to the audio waveform (Honey et al., 2012). Second, we will use an [event-related potential](https://en.wikipedia.org/wiki/Event-related_potential) (ERP) analysis to see an electrode's response to the onset of a word.\n", "\n", "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hassonlab/podcast-ecog-tutorials/blob/main/notebooks/01-qualitychecks.ipynb)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# only run this cell in colab\n", "!pip install nilearn mne mne_bids scipy pandas matplotlib" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mne\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", "from scipy import signal\n", "from scipy.io import wavfile\n", "from scipy.stats import pearsonr, zscore\n", "from mne_bids import BIDSPath\n", "from functools import partial\n", "from nilearn.plotting import plot_markers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just like the first tutorial, we will load the preprocessed neural activity in the high-gamma band for one subject using MNE." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File path within the dataset: ../../monkey/derivatives/ecogprep/sub-03/ieeg/sub-03_task-podcast_desc-highgamma_ieeg.fif\n" ] } ], "source": [ "bids_root = \"\" # if using a local dataset, set this variable accordingly\n", "\n", "file_path = BIDSPath(root=f\"{bids_root}derivatives/ecogprep\",\n", " subject=\"03\", task=\"podcast\", datatype=\"ieeg\", description=\"highgamma\",\n", " suffix=\"ieeg\", extension=\".fif\")\n", "print(f\"File path within the dataset: {file_path}\")\n", "\n", "# You only need to run this if using Colab (i.e. if you did not set bids_root to a local directory)\n", "if not len(bids_root):\n", " !wget -nc https://s3.amazonaws.com/openneuro.org/ds005574/$file_path\n", " file_path = file_path.basename" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, this time after we read the file, we are going to select only a subset of electrodes. We do this simply to make the computations quicker and compatiable with fewer resources. The electrodes we chose to keep are known as \"grid\" electrodes because they're arranged as a grid on the brain. In this case, we know which electrodes these are because of their names: they either start with LGA or LGB." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "
\n", " \n", " \n", " General\n", "
Filename(s)\n", " \n", " sub-03_task-podcast_desc-highgamma_ieeg.fif\n", " \n", " \n", "
MNE object typeRaw
Measurement date2019-03-11 at 10:54:21 UTC
Participantsub-03
ExperimenterUnknown
\n", " \n", " \n", " Acquisition\n", "
Duration00:29:60 (HH:MM:SS)
Sampling frequency512.00 Hz
Time points921,600
\n", " \n", " \n", " Channels\n", "
ECoG\n", " \n", "\n", " \n", "
Head & sensor digitization238 points
\n", " \n", " \n", " Filters\n", "
Highpass70.00 Hz
Lowpass200.00 Hz
" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raw = mne.io.read_raw_fif(file_path, verbose=False)\n", "picks = mne.pick_channels_regexp(raw.ch_names, \"LG[AB]*\")\n", "raw = raw.pick(picks)\n", "raw" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then, we will extract the underlying data to use directly:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ECoG data has a shape of: (235, 921600)\n" ] } ], "source": [ "ecog_data = raw.get_data()\n", "print(f\"ECoG data has a shape of: {ecog_data.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Correlation between electrode activity and audio stimulus" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we will load the raw audio waveform of the podcast. Note that the audio has a different sampling rate than the ECoG data, thus has many more time points." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Download the audio, if required\n", "audio_path = f\"{bids_root}stimuli/podcast.wav\"\n", "if not len(bids_root):\n", " !wget -nc https://s3.amazonaws.com/openneuro.org/ds005574/$audio_path\n", " audio_path = \"podcast.wav\"" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Audio waveform is sampled at 44100 Hz and has a shape of: (79380000, 2)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3294141/641169259.py:1: WavFileWarning: Chunk (non-data) not understood, skipping it.\n", " audio_sf, audio_wave = wavfile.read(audio_path)\n" ] } ], "source": [ "audio_sf, audio_wave = wavfile.read(audio_path)\n", "\n", "print(f\"Audio waveform is sampled at {audio_sf} Hz and has a shape of: {audio_wave.shape}\")\n", "\n", "# We will arbitrarily select the first channel from the stereo audio\n", "if audio_wave.ndim > 1:\n", " audio_wave = audio_wave[:, 0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also listen to the first 30 seconds of the podcast:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Audio\n", "Audio(audio_wave[:audio_sf*30], rate=audio_sf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Following the procedure in Honey et al., 2012, we will extract the power modulations from the raw waveform between 200 and 5000 Hz. Then, we downsample this new time-series to the same sampling rate as the ECoG data (512 Hz). The entire process is encapsulated in the following function. It is not critical for you to follow it closely if you are not familiar with digital signal processing." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def preprocess_raw_audio(x, fs, to_fs, lowcut=200, highcut=5000):\n", "\n", " # See https://scipy-cookbook.readthedocs.io/items/ButterworthBandpass.html\n", " def butter_bandpass(lowcut, highcut, fs, order=5):\n", " nyq = 0.5 * fs\n", " low = lowcut / nyq\n", " high = highcut / nyq\n", " b, a = signal.butter(order, [low, high], btype=\"band\")\n", " return b, a\n", "\n", " def butter_bandpass_filter(data, lowcut, highcut, fs, order=5):\n", " b, a = butter_bandpass(lowcut, highcut, fs, order=order)\n", " y = signal.lfilter(b, a, data)\n", " return y\n", "\n", " assert x.ndim == 1\n", "\n", " # Step 1. Bandpass the high quality audio\n", " y = butter_bandpass_filter(x, lowcut, highcut, fs, order=5)\n", "\n", " # Step 2. Downsample to same freq as clinical system\n", " # Number of new samples is N = n * (to_fs / fs)\n", " y = signal.resample(y, num=round(x.size / fs * to_fs))\n", "\n", " # Step 3. Take audio envelope\n", " envelope = np.abs(signal.hilbert(y - y.mean()))\n", "\n", " return envelope" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that after preprocessing, the audio power has a new sampling rate and the same number of samples as the ECoG data:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Audio power is sampled at 512.0 Hz and has a shape of: (921600,)\n" ] } ], "source": [ "ecog_sr = raw.info['sfreq']\n", "audio_power = preprocess_raw_audio(audio_wave, audio_sf, ecog_sr)\n", "\n", "print(f\"Audio power is sampled at {ecog_sr} Hz and has a shape of: {audio_power.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have both time series that we want to correlate. We will loop through each electrode at a time, and correlate its neural activity with the audio power, saving the result in a list." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "n_electrodes = ecog_data.shape[0]\n", "correlations = np.zeros(n_electrodes)\n", "for i in range(len(ecog_data)):\n", " result = pearsonr(audio_power, ecog_data[i])\n", " correlations[i] = result.statistic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! We computed the correlations, now what? Since we have one correlation per electrode, we can view the results directly on the brain. This way, we verify that electrodes located near the primary auditory cortex do show a higher correlation to the audio stimulus than other electrodes." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coordinate matrix shape: (235, 3)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ch2loc = {ch['ch_name']: ch['loc'][:3] for ch in raw.info['chs']}\n", "coords = np.vstack([ch2loc[ch] for ch in raw.info['ch_names']])\n", "coords *= 1000 # nilearn likes to plot in meters, not mm\n", "print(\"Coordinate matrix shape: \", coords.shape)\n", "\n", "# order will ensure that the highest correlations are plotted on top (last)\n", "order = correlations.argsort()\n", "plot_markers(correlations[order], coords[order],\n", " node_size=30, display_mode='lzr',\n", " node_vmin=0, node_cmap='inferno_r', colorbar=True)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example made a strong simplifying assumption: that the audio and electrode activity are synchronized simulatenously. However, this does not need be true for all electrodes. There are some electrodes who will be processing the incoming signal and thus will have some delay. To account for this possiblity, a [cross correlation](https://en.wikipedia.org/wiki/Cross-correlation) analysis is particularily usseful." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Event related potenial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This quality check tests how electrodes respond to the onset of words. For example, an electrode that is actively processing words may increase its activity whenever a word occurs. A general term for this kind of analysis is called event-related potentials. The idea behind it is straightforward. For each electrode, we will extract a window of its activity whenever a word occurs. So, if there 10 words and the window has 50 samples, we end up with a matrix of (10, 50) for one electrode. Then, we average over the words and keeping the time dimension intact. Now we have a 50-dimensional vector that summarizes the electrode's average response to a word occuring at a particular time point in the window we chose." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We already loaded the ECoG data, but for this analysis we also need the word-aligned transcript because we need to know the onset of each word. We use [pandas](https://pandas.pydata.org) to load this transcript as a DataFrame:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Download the transcript, if required\n", "transcript_path = f\"{bids_root}stimuli/podcast_transcript.csv\"\n", "if not len(bids_root):\n", " !wget -nc https://s3.amazonaws.com/openneuro.org/ds005574/$transcript_path\n", " transcript_path = \"podcast_transcript.csv\"" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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\n", "
" ], "text/plain": [ " word start end\n", "0 Act 3.710 3.790\n", "1 one, 3.990 4.190\n", "2 monkey 4.651 4.931\n", "3 in 4.951 5.011\n", "4 the 5.051 5.111\n", "5 middle. 5.151 5.391\n", "6 So 6.592 6.732\n", "7 there's 6.752 6.912\n", "8 some 6.892 7.052\n", "9 places 7.072 7.342" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv(transcript_path)\n", "df.dropna(subset=['start'], inplace=True)\n", "df.sort_values(\"start\", inplace=True)\n", "df.head(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will take advantage of MNE's [Epochs](https://mne.tools/stable/generated/mne.Epochs.html) class to extract the windows around word onsets (also called an _epoch_). To create an `Epochs` object, we must supply it with an `events` NumPy array. This array will have a row for each word, and 3 columns. In our case, we only need the fill in the first column, which corresponds to the onset of the word." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "events array has a shape of: (5136, 3)\n" ] } ], "source": [ "events = np.zeros((len(df), 3))\n", "events[:, 0] = df.start\n", "print(f\"events array has a shape of: {events.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We pass the raw object and events data to Epochs and create the objet. Notice that the underlying data representing this object is a 3D array where the dimensions correspond to (number of words x number of electrodes x number of time points). We also apply a simple preprocessing step before creating the epochs. Because the neural activity of each electrode will have a different range, it simplifies our analysis to put them on the same scale. To do so, we [standarize](https://en.wikipedia.org/wiki/Standard_score) the data by `z-scoring`. This process will subtract the mean and divide by the standard deviation for each electrode time series (thus the mean of each electrode's time series will be 0 and its standard deviation will be 1)." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading 0 ... 921599 = 0.000 ... 1799.998 secs...\n", "Not setting metadata\n", "5136 matching events found\n", "No baseline correction applied\n", "Using data from preloaded Raw for 5136 events and 1025 original time points ...\n", "5 bad epochs dropped\n", "Epochs object has a shape of: (5131, 235, 1025)\n" ] } ], "source": [ "# zscore the electrode time series so they're all on the same scale\n", "func = partial(zscore, axis=1)\n", "raw.load_data()\n", "raw = raw.apply_function(func, channel_wise=False)\n", "\n", "epochs = mne.Epochs(\n", " raw,\n", " (events * raw.info['sfreq']).astype(int),\n", " tmin=-0.5,\n", " tmax=1.5,\n", " baseline=None,\n", " proj=None,\n", " event_id=None,\n", " preload=True,\n", " event_repeated=\"merge\",\n", ")\n", "\n", "print(f\"Epochs object has a shape of: {epochs._data.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A 3D array is a lot of data to work with. We can reduce the epochs data into an \"evoked\" response by averaging across the words. With MNE, this is performed by calling the `average()` method of the Epochs class, which will return an [Evoked](https://mne.tools/stable/generated/mne.Evoked.html) object. Notice the shape of this object's data:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Evoked object has a shape of: (235, 1025)\n" ] } ], "source": [ "evoked = epochs.average()\n", "print(f\"Evoked object has a shape of: {evoked.data.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "MNE also provides the ability to plot the averaged, evoked response of each electrode as seen below. Notice how some electrodes show an increase in activity at time point 0 (the onset of the word). While other electrodes do not." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "evoked.plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can again plot on the brain this data. Because the evoked object has a shape of (number of electrodes x window time points), we need to reduce the time points dimension and retain one value per electrode. An easy computation to do for this visualization is to take the maximum value across the window." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coordinate matrix shape: (235, 3)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "values = evoked.data.max(-1)\n", "\n", "ch2loc = {ch['ch_name']: ch['loc'][:3] for ch in raw.info['chs']}\n", "coords = np.vstack([ch2loc[ch] for ch in raw.info['ch_names']])\n", "coords *= 1000 # nilearn likes to plot in meters, not mm\n", "print(\"Coordinate matrix shape: \", coords.shape)\n", "\n", "order = values.argsort()\n", "plot_markers(values[order], coords[order],\n", " node_size=30, display_mode='lzr',\n", " node_vmin=0, node_cmap='inferno_r', colorbar=True)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, as we expect, the electrodes closest to the primary auditory cortex are the ones that show the greatest increase in activity. However, we also see a few electrodes in the inferior frontal gyrus with higher activity." ] } ], "metadata": { "kernelspec": { "display_name": "mne", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 2 }