Evidence map›Paper›PMID 41000648›Full record

ArticlebioRxiv : the preprint server for biology2025

A probabilistic functional atlas based on extraoperative electrocortical stimulation mapping.

Andrew J Michalak, Leyao Yu, Amirhossein Khalilian-Gourtani, Alia Seedat, Cassandra Kazl, Christina Morrison, Zachary Resch, Werner Doyle, Peter Rozman, Orrin Devinsky and 3 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Andrew J MichalakNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0000-0002-7401-8364
Leyao YuNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0009-0003-8998-1545
Amirhossein Khalilian-GourtaniDepartment of Biomedical Engineering, New York University, New York, NY 10016, United States of America.ORCID 0000-0003-1376-9583
Alia SeedatNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0009-0005-5119-9966
Cassandra KazlNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.
Christina MorrisonNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.
Zachary ReschNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0000-0002-3199-6168
Werner DoyleDepartment of Neurosurgery, School of Medicine, New York University, New York, NY 10016, United States of America.
Peter RozmanDepartment of Neurosurgery, School of Medicine, New York University, New York, NY 10016, United States of America.ORCID 0000-0001-6016-6270
Orrin DevinskyNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0000-0003-0044-4632
Patricia DuganNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0000-0001-6199-1870
Daniel FriedmanNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.
Adeen FlinkerNew York University School of Medicine, Department of Neurology, Epilepsy Division, New York, NY 10016, United States of America.ORCID 0000-0003-1247-1283

Funding

Diagnostic validity and safety of high-gamma language mapping with intracranial EEGR01NS115929 · NINDS · JOHNS HOPKINS UNIVERSITY · PI Ravindra Arya, NATHAN E CRONE · 2020 to 2026
$3.9M
Characterizing the temporal processing of speech in the human auditory cortexR01DC018805 · NIDCD · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI FLINKER, ADEEN, MESGARANI, NIMA · 2021 to 2025
$3.3M
Spatiotemporal Organization of the Inferior Frontal Gyrus During Speech Production - Resubmission - 1R01NS109367 · NINDS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI FLINKER, ADEEN · 2019 to 2023
$2.8M
NIDCD NIH HHS R01 DC018805NINDS NIH HHS R01 NS109367NINDS NIH HHS R01 NS115929
6 · The paper itself

Abstract

Background: Direct electrocortical stimulation (DES) is the clinical gold standard for identifying eloquent cortex and guiding neurosurgical intervention, yet prior intraoperative DES during awake craniotomies have been limited by intraoperative sampling constraints and density-based rather than probabilistic analyses. The probability of typical and atypical cortical organization has not been fully explored, especially in epilepsy populations. We sought to generate a probabilistic atlas of motor, sensory, and language functions using extraoperative DES in a large cohort of patients with epilepsy. Methods: We retrospectively analyzed 2,124 extraoperative DES trials from 125 patients undergoing intracranial monitoring (2008-2023). Positive and negative trials were mapped to Montreal Neurological Institute space, parcellated with the Human Connectome Project atlas, and analyzed using probability mapping, bootstrapped region-of-interest hit probabilities, hierarchical clustering, and kernel density estimation. Mixed-effects models assessed clinical predictors of language disruption. Results: Probabilistic maps revealed regions of increased likelihood for eliciting functional responses in expected sensorimotor and language territories, but also demonstrated marked variability and deviations from expected cortical locations. Language disruption occurred in 338 trials, motor in 520, and sensory in 370. Instead of observing high probabilities and low inter-patient variability isolated to classic perisylvian locations (e.g., Broca's and Wernicke's areas), the likelihood of language disruption followed graded probabilistic gradients with high inter-patient variability. The middle frontal gyrus emerged as a consistent locus of naming and speech arrest. Motor phenomena extended into parietal association cortex. Higher-order experiences, including forced thoughts and feelings of presence, were reproducibly evoked from frontal and temporoparietal sites. Early seizure onset and temporal lobe lesions predicted lower naming disruption probabilities. Conclusions: This extraoperative DES atlas, the largest to date, demonstrates that eloquent cortical functions are organized along probabilistic continua rather than fixed regions. Findings highlight the middle frontal gyrus as a critical language node, extend motor mapping into parietal cortex, and delineate reproducible experiential phenomena. Substantial inter-patient variability underscores the necessity of individualized mapping in surgical planning.

Indexed as

Electrical Stimulation MappingLanguageMotorSpeech

Identifiers

PMID41000648
PMCPMC12458103

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.