Evidence map›Paper›PMID 41867772›Full record

ArticlebioRxiv : the preprint server for biology2026

Whole-brain mapping of TMS-induced discomfort with large-scale concurrent TMS-fMRI.

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

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. 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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Zhuoran LiUniversity of Iowa Stead Family Department of Pediatrics, Iowa City, IA, 52242, USA.ORCID 0000-0002-6833-538X
Yong JiaoUniversity of Iowa Stead Family Department of Pediatrics, Iowa City, IA, 52242, USA.
Yu ZhangDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, 94304, USA.
Nandi ZhangUniversity of Iowa Stead Family Department of Pediatrics, Iowa City, IA, 52242, USA.
Amit EtkinAlto Neuroscience, Mountain View, CA, 94041, USA.
Aaron D BoesUniversity of Iowa Stead Family Department of Pediatrics, Iowa City, IA, 52242, USA.
Desmond J OathesCenter for Brain Imaging and Stimulation, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.ORCID 0000-0001-7346-2669
Jing JiangUniversity of Iowa Stead Family Department of Pediatrics, Iowa City, IA, 52242, USA.

Funding

Investigating the neural mechanisms of repetitive brain stimulation with invasive and noninvasive electrophysiology in humansR01MH132074 · NIMH · STANFORD UNIVERSITY · PI Aaron D Boes, Corey J Keller · 2023 to 2026
$3.1M
Mapping and Manipulating Circuits for Emotion and Cognition in Anxiety and DepressionR01MH103324 · NIMH · STANFORD UNIVERSITY · PI ETKIN, AMIT · 2014 to 2017
$3.0M
Engaging the subgenual cingulate with brain stimulation for depressionR61MH135428 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI OATHES, DESMOND · 2024 to 2025
$2.8M
Establishing Multimodal Brain Biomarkers Using Data-driven Analyticsfor Treatment Selection in DepressionR01MH129694 · NIMH · STANFORD UNIVERSITY · PI Yu Zhang · 2023 to 2026
$2.8M
A mechanistic trial of the neurobiology of extinction learning and intraparietal sulcus stimulationR01MH132740 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI Lily A Brown · 2024 to 2026
$2.4M
Predicting Cognitive Outcomes from Stroke Based on Lesion LocationR01NS114405 · NINDS · UNIVERSITY OF IOWA · PI BOES, AARON D · 2020 to 2024
$2.1M
Mapping a Causal Prefrontal Pathway for Amygdala Modulation Utilizing Invasive and Noninvasive Brain Stimulation and Recording Methods in HumansR01MH136197 · NIMH · UNIVERSITY OF IOWA · PI Jing Jiang · 2024 to 2026
$1.7M
Optimized methods for measuring brain excitability in depressionR01MH139650 · NIMH · STANFORD UNIVERSITY · PI Aaron D Boes, Corey J Keller · 2025 to 2026
$1.5M
Assess Neural Circuits and Subtypes Underlying Dimensions of Neuropsychiatric Symptoms in Alzheimer's DiseaseR21AG080425 · NIA · LEHIGH UNIVERSITY · PI ZHANG, YU · 2023 to 2024
$426k
NIA NIH HHS R21 AG080425NIMH NIH HHS R01 MH103324NIMH NIH HHS R01 MH129694NIMH NIH HHS R01 MH132074NIMH NIH HHS R01 MH132740NIMH NIH HHS R01 MH136197NIMH NIH HHS R01 MH139650NIMH NIH HHS R61 MH135428NINDS NIH HHS R01 NS114405
6 · The paper itself

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, a critical gap remains in understanding how TMS-induced discomfort is represented across the brain and to what extent it contributes to TMS-evoked neural responses. Using concurrent TMS-fMRI across 11 cortical targets, we collected an unprecedented dataset (165 participants; 1,535 runs) spanning healthy participants and those with elevated affective symptoms. Cross-validated multivariate modeling revealed that TMS-induced discomfort engages distributed cortical and subcortical regions across sensorimotor, attentional, default mode, and limbic networks, with both shared and group-specific patterns. Discomfort-related activity accounted for approximately 12% and 25% of TMS-evoked responses in healthy and elevated-symptom groups, respectively, and varied systematically across stimulating sites. These findings identify TMS-induced discomfort as a substantial and previously under-characterized component of TMS-evoked neural responses, underscoring the need to explicitly measure and model it. By providing a whole-brain map of regional contributions associated with TMS-induced discomfort and an analytic framework to dissociate direct neuromodulatory effects from discomfort-related responses, this work improves the interpretability of TMS-evoked signals and supports more rigorous causal inference and therapeutic applications.

Identifiers

PMID41867772
PMCPMC13001465

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.