Evidence map›Paper›PMID 41039494›Full record

ArticleBMC psychiatry2025

Spatiotemporal alterations of thalamo-cortical effective connectivity in major depressive disorder patients.

Chengxiao Yang, Pan Wang, Bharat Biswal, Yifeng Wang

Abstract readMulticenter Study
In one paragraph

Article in BMC psychiatry, 2025. 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

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Chengxiao YangThe Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, Center for Information in Medicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Pan WangThe Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, Center for Information in Medicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China. wpjoepan@163.com.
Bharat BiswalDepartment of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, United States. bbiswal@gmail.com.
Yifeng WangInstitute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, 610066, China. wyf@sicnu.edu.cn.

Funding

the China MOST2030 Brain Projec 2022ZD0208500the National Natural Science Foundation of China 62177035, 32471101, 82250410380, 62171101, 62401106the Sichuan Science and Technology Program 2024NSFSC2086, 2024NSFSC1661
6 · The paper itself

Abstract

backgroundThalamic structural and functional abnormalities in major depressive disorder (MDD) are linked to impairments in diverse cognitive and emotional functions via the thalamo-cortical circuit. Given the constraints of temporal and spatial factors on information exchange, investigating frequency-specific effective connectivity (EC) is essential for elucidating the abnormal mechanisms of spatiotemporal information communication in patients with MDD.

methodWe employed a large-scale, multicenter resting-state functional magnetic resonance imaging (fMRI) dataset comprising individuals with MDD and matched healthy controls. Frequency-specific EC between the thalamic subregions and cortical/subcortical regions was assessed using spectral Granger causality in four frequency bands: slow-5 (0.01–0.027 Hz), slow-4 (0.027–0.073 Hz), slow-3 (0.073–0.185 Hz), and a classic frequency range (0.01–0.08 Hz). Support vector regression (SVR) models were employed to evaluate the predictive value of altered EC for clinical symptom scores.

resultsIndividuals with MDD exhibited significant and frequency-dependent abnormalities in thalamocortical and thalamo-subcortical EC, with the most pronounced disruptions observed in the slow-5 band. These abnormalities originate from the specific thalamic subregions and extend to cortical and subcortical regions. Among the frequency bands analyzed, EC alterations in the slow-5 band showed the strongest association with clinical severity and yielded the highest predictive performance in SVR models.

conclusionsFrequency-specific EC disruptions, particularly within the slow-5 band, may reflect fundamental spatiotemporal communication deficits in MDD. These findings highlight the slow-5 thalamocortical and thalamo-subcortical EC as a potential neurobiological marker for diagnosis and a target for treatment strategies in MDD.

Indexed as

Cerebral CortexMajor Depressive DisorderThalamusAdultCase-Control StudiesFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedNeural PathwaysSupport Vector MachineEffective connectivityMajor depressive disorderSpatiotemporal neuroscienceSupport vector regressionThalamus

Identifiers

PMID41039494
PMCPMC12490111

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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.