Evidence map›Paper›PMID 41315566›Full record

ArticleScientific reports2025

Cortical activation and functional connectivity during verbal fluency task in patients with chronic insomnia: a multi-channel fNIRS study.

Yudiao Liang, Xiuli Wang, Sha Zhang, Jie Liao, Yanping Feng, Youguo Tan, Kezhi Liu

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yudiao Liang *Department of Psychiatry, Affiliated Hospital of Southwest Medical University, Luzhou, China.
Xiuli Wang *Department of Psychiatry, Zigong Hospital Affiliated to Southwest Medical University, Zigong, China.
Sha ZhangDepartment of Psychiatry, Zigong Hospital Affiliated to Southwest Medical University, Zigong, China.
Jie LiaoDepartment of Psychiatry, Zigong Hospital Affiliated to Southwest Medical University, Zigong, China.
Yanping FengDepartment of Psychiatry, Zigong Hospital Affiliated to Southwest Medical University, Zigong, China.
Youguo TanDepartment of Psychiatry, Zigong Hospital Affiliated to Southwest Medical University, Zigong, China. 13890055456@163.com.
Kezhi LiuDepartment of Psychiatry, Affiliated Hospital of Southwest Medical University, Luzhou, China. kingzliu@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic insomnia disorder (CID) is associated with verbal fluency deficits linked to abnormal prefrontal activation. This multichannel functional near-infrared spectroscopy (fNIRS) study compared prefrontal hemodynamic responses and functional connectivity during verbal fluency tasks (VFT) in 81 CID patients versus 100 healthy controls (HC). Cortical activation patterns and interregional connectivity were analyzed using general linear modeling and correlation matrices. CID patients exhibited significantly reduced bilateral prefrontal activation (p < 0.01), particularly in the left inferior frontal gyrus (IFG), middle frontal gyrus (MFG), and superior frontal gyrus (SFG), alongside 32-45% weaker functional connectivity compared to HC. Activation in left IFG correlated negatively with sleep latency (r=-0.32) and positively with sleep duration (r = 0.28), while right SFG activation positively associated with sleep efficiency (r = 0.31) in CID patients. Receiver operating characteristic analysis demonstrated that activation in the left superior frontal gyrus (SFG_L) alone provided fair to good discriminative capacity (AUC = 0.79). Crucially, following constructive reviewer feedback, we found that a multivariate model integrating all six prefrontal ROIs achieved a higher AUC of 0.84. Most impressively, a combined model that further incorporated behavioral performance and clinical scale scores yielded excellent discrimination (AUC = 0.91). This underscores a critical finding: while fNIRS-derived prefrontal activation is a powerful biomarker in its own right, its true clinical potential is unlocked when integrated into a multi-modal framework that captures the cognitive and affective dimensions of the disorder. These results strongly suggest that such an integrated approach, rather than relying on any single metric, is the most promising path for developing objective diagnostic aids for CID.

Indexed as

Prefrontal CortexSleep Initiation and Maintenance DisordersVerbal BehaviorAdultBrain MappingCase-Control StudiesFemaleHumansMaleMiddle AgedSpectroscopy, Near-InfraredChronic insomnia disorderCortical activationFunctional connectivityFunctional near-infrared spectroscopyVerbal fluency tasks

Identifiers

PMID41315566
PMCPMC12753792

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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.