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Functional reorganization of the contralesional precentral gyrus following acute subcortical ischemic stroke and its association with gene expression profile.

Overview

Authors: Xueqin Jiang1, Qiuhong Lu1, Yang Liu1, Huachun Huang1, Yuansheng Bi1, Zhijian Liang1
ORCID iDs: Zhijian Liang
  1. Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
Journal: Journal of neuroengineering and rehabilitation, volume 23, issue 1, article 241
Dates: received 5 November 2025; accepted 3 June 2026; published online 12 June 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1186/s12984-026-02048-w · PMID 42286663 · PMCID PMC13487995 · OpenAlex W7164476735
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: genetics / omics (modality), fMRI (modality), human (organism), stroke (population), cellular / molecular (subfield)
Methods: Spectral & time-frequency, Connectivity, Statistics, Preprocessing, fMRI & imaging, Smoothing, state filtering, decompositions
Keywords: Subcortical ischemic stroke, Motor recovery, Resting-state fMRI, ALFF, Functional connectivity, Gene expression
MeSH: Brain Ischemia*, Frontal Lobe*, Ischemic Stroke*, Stroke*, Transcriptome*, Aged, Brain Mapping, Female, Gene Expression Profiling, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Neuronal Plasticity, Recovery of Function (* major topic)
Topic: Functional Brain Connectivity Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: the National Natural Science Foundation of China (82260243)
Citations: not cited yet (Europe PMC); 71 references in the paper

Abstract

Background: Motor recovery after ischemic stroke involves complex functional reorganization, yet the underlying molecular and cellular mechanisms remain poorly understood. This study integrated longitudinal neuroimaging and brain-wide transcriptomic data to characterize the functional dynamics and their gene-expression correlates during motor recovery following subcortical ischemic stroke.

Methods: We recruited 34 patients with acute right subcortical ischemic stroke and 32 age- and sex-matched healthy controls. All participants underwent baseline resting-state functional magnetic resonance imaging, with 22 patients completing a 3-month follow-up scan. Spontaneous neural activity was assessed using the amplitude of low-frequency fluctuations (ALFF), followed by seed-based whole-brain functional connectivity (FC) analysis from regions with longitudinal ALFF differences. We then applied partial least squares (PLS) regression to spatially correlate longitudinal ALFF changes with transcriptomic data from the Allen Human Brain Atlas, identifying a gene expression profile spatially associated with these ALFF changes. These genes were subsequently subjected to functional enrichment and cell-type specificity analyses.

Results: Compared with healthy controls, acute-stage stroke patients showed significantly decreased ALFF in the contralesional precentral gyrus. At 3-month follow-up, ALFF in this region significantly increased, accompanied by strengthened interhemispheric FC with its ipsilesional homologue. Critically, these longitudinal changes in ALFF and interhemispheric FC were significantly correlated with motor recovery. Based on PLS regression, we further identified a specific gene expression profile spatially correlated with the observed ALFF changes. This gene set was specifically enriched in excitatory and inhibitory neurons and was primarily involved in synaptic structure and signaling.

Conclusions: By linking macroscale imaging dynamics with microscale molecular features, this study demonstrates that the contralesional precentral gyrus plays a supportive role in motor recovery during the subacute phase of subcortical ischemic stroke, with neuronal synaptic plasticity as a potential mechanism. Collectively, these findings inform stage-specific strategies to target interhemispheric inhibition.

Supplementary Information: The online version contains supplementary material available at 10.1186/s12984-026-02048-w.

Reproduced under the paper's license (CC BY), from the paper cited above.

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Data

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Data availability

Data supporting the findings of this study are available from the corresponding author upon reasonable request.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 6 keywords, 15 MeSH terms, 1 funder, 71 references.

Cite

This paper

Jiang, X., Lu, Q., Liu, Y., Huang, H., Bi, Y., & Liang, Z. (2026). Functional reorganization of the contralesional precentral gyrus following acute subcortical ischemic stroke and its association with gene expression profile. Journal of neuroengineering and rehabilitation, 23(1), 241. https://doi.org/10.1186/s12984-026-02048-w

BibTeX

@article{jiang2026functional,
author = {Jiang, Xueqin and Lu, Qiuhong and Liu, Yang and Huang, Huachun and Bi, Yuansheng and Liang, Zhijian},
title = {{Functional reorganization of the contralesional precentral gyrus following acute subcortical ischemic stroke and its association with gene expression profile}},
journal = {Journal of neuroengineering and rehabilitation},
year = {2026},
month = jun,
volume = {23},
number = {1},
pages = {241},
publisher = {BMC},
issn = {1743-0003},
doi = {10.1186/s12984-026-02048-w},
url = {https://doi.org/10.1186/s12984-026-02048-w},
pmid = {42286663},
pmcid = {PMC13487995}
}

RIS

TY - JOUR
AU - Jiang, Xueqin
AU - Lu, Qiuhong
AU - Liu, Yang
AU - Huang, Huachun
AU - Bi, Yuansheng
AU - Liang, Zhijian
TI - Functional reorganization of the contralesional precentral gyrus following acute subcortical ischemic stroke and its association with gene expression profile
T2 - Journal of neuroengineering and rehabilitation
J2 - J Neuroeng Rehabil
PY - 2026
DA - 2026/06/12
VL - 23
IS - 1
SP - 241
SN - 1743-0003
PB - BMC
DO - 10.1186/s12984-026-02048-w
UR - https://doi.org/10.1186/s12984-026-02048-w
LA - en
ER -

CSL-JSON

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