Evidence map›Paper›PMID 42846070›Full record

ArticleFrontiers in human neuroscience2026

Associations between pre-to-post TMS-evoked potential changes and motor sequence learning across retention intervals.

Fransina Christina King, Narayanankutty Naduvilidam, Milos R Ljubisavljevic, Fatima Yousif Ismail

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Article in Frontiers in human neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Fransina Christina KingDepartment of Physiology, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates.
Narayanankutty NaduvilidamDepartment of Pediatrics, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates.
Milos R LjubisavljevicDepartment of Physiology, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates.
Fatima Yousif IsmailDepartment of Pediatrics, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Motor sequence learning involves practice-related changes in behavior and neural activity, yet the neurophysiological markers associated with later retention remain unclear. TMS-evoked potentials (TEPs) provide a measure of cortical responses to stimulation and may help characterize physiological-behavioral relationships across different learning timescales. Whether these associations differ across retention intervals remains unclear. We examined whether baseline TMS-EEG measures or task-related changes in right primary motor cortex (M1) TEPs are associated with initial acquisition and subsequent performance change across short and long-term retention intervals during a non-dominant hand motor sequence task. Seventeen healthy right-handed adults performed a five-element finger-tapping sequence with the left hand across three sessions: Day 1 (acquisition), Day 2 (short-term retention), and Day 7 (long-term retention). Single-pulse TMS-EEG was acquired before and after task performance over right M1 at each session. Four TEP components (N45, N100, P180, and N280) were analyzed. Day 1 training was associated with increases in PR and ACC, together with improved accuracy-adjusted efficiency, and slope dynamics remained broadly stable across later test sessions. Acute pre-to-post right-M1 TEP changes were not associated with rapid within-session acquisition. Pre-to-post P180 TEP change showed a nominal association with subsequent efficiency change, with a stronger nominal pattern over the 24-h interval than over the 5-day interval. However, neither the P180 dTEP effect nor the Interval × dTEP interaction survived FDR correction, and both were sensitive to participant-level influence and bootstrap resampling. These findings suggest that right-M1 TEP measures showed different relationships with rapid within-session acquisition and between-session performance change. Late P180 changes may be related to performance change across different retention intervals, but whether they reflect time-dependent consolidation processes remains to be established.

Indexed as

electroencephalographymotor learningmotor sequence learningnon-dominant handretentionTMS-evoked potentialtranscranial magnetic stimulation

Identifiers

PMID42846070
PMCPMC13642314

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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.