Distributed neural signatures of discomfort induced by transcranial magnetic stimulation

Transcranial magnetic stimulation (TMS) is a cornerstone tool for causal inference in human brain function and an increasingly used neuromodulation therapy, yet it induces well-recognized discomfort that may systematically bias measured outcomes. Despite its ubiquity, the brain-wide neural signatures of this discomfort remain poorly characterized. Using concurrent TMS-fMRI across 11 cortical targets, we collected an unprecedented dataset (165 participants; 1,535 runs) including healthy participants and those with elevated affective symptoms. Cross-validated multivariate analyses identified neural signatures linking whole-brain responses to post-stimulation discomfort ratings, engaging distributed regions spanning sensorimotor, attentional, limbic, and default mode networks, with overlapping and group-specific engagement across groups. Discomfort-related activity accounted for 12% and 25% of TMS-evoked responses in healthy and elevated-symptom groups, respectively. These findings delineate brain-wide neural signatures of TMS-induced discomfort, revealing a critical component within TMS-evoked brain responses that should be explicitly measured and modeled to refine causal inference and inform therapeutic neuromodulation.

Authors

Institutions

Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-03-02
DOI
https://doi.org/10.64898/2026.02.27.708526
Primary Topic
Transcranial Magnetic Stimulation Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Distributed neural signatures of discomfort induced by transcranial magnetic stimulation

Nandi Zhang, Desmond J. Oathes, Yong Jiao, Yu Zhang et al.
bioRxiv (Cold Spring Harbor Laboratory)
Transcranial Magnetic Stimulation Studies
article

Distributed neural signatures of discomfort induced by transcranial magnetic stimulation

Nandi Zhang, Desmond J. Oathes, Yong Jiao, Yu Zhang, Aaron D. Boes, Jing Jiang, Amit Etkin, Zhuoran Li
article en

Abstract

Transcranial magnetic stimulation (TMS) is a cornerstone tool for causal inference in human brain function and an increasingly used neuromodulation therapy, yet it induces well-recognized discomfort that may systematically bias measured outcomes. Despite its ubiquity, the brain-wide neural signatures of this discomfort remain poorly characterized. Using concurrent TMS-fMRI across 11 cortical targets, we collected an unprecedented dataset (165 participants; 1,535 runs) including healthy participants and those with elevated affective symptoms. Cross-validated multivariate analyses identified neural signatures linking whole-brain responses to post-stimulation discomfort ratings, engaging distributed regions spanning sensorimotor, attentional, limbic, and default mode networks, with overlapping and group-specific engagement across groups. Discomfort-related activity accounted for 12% and 25% of TMS-evoked responses in healthy and elevated-symptom groups, respectively. These findings delineate brain-wide neural signatures of TMS-induced discomfort, revealing a critical component within TMS-evoked brain responses that should be explicitly measured and modeled to refine causal inference and inform therapeutic neuromodulation.

bioRxiv (Cold Spring Harbor Laboratory)
University of Iowa (US), Neurosciences Institute (US), Alto Neuroscience (United States) (US), Iowa City Public Library (US), Artificial Intelligence in Medicine (Canada) (CA), University of Pennsylvania (US), Stanford University (US)
Openalex Percentile: Top 50%
Transcranial Magnetic Stimulation Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Distributed neural signatures of discomfort induced by transcranial magnetic stimulation — Nandi Zhang, Desmond J. Oathes, et al. · bioRxiv (Cold Spring Harbor Laboratory) (2026) | TGRS Research Map | TGRS