Evidence map›Paper›PMID 41450129›Full record

ArticleCNS neuroscience & therapeutics2025

Functional Brain Connectivity Patterns of Headache-Mental Disorder Comorbidity in Patients With Migraine.

Tao Yin, Zilei Tian, Lei Lan, Zhengjie Li, Mailan Liu, Yujie Gao, Fanrong Liang, Fang Zeng

Abstract read
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Article in CNS neuroscience & therapeutics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Tao YinAcupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Zilei TianAcupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.ORCID 0000-0002-6897-8473
Lei LanAcupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Zhengjie LiAcupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Mailan LiuCollege of Acupuncture & Moxibustion and Tuina, Hunan University of Chinese Medicine, Changsha, Hunan, China.
Yujie GaoTraditional Chinese Medicine School, Ningxia Medical University, Yinchuan, Ningxia, China.
Fanrong LiangAcupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Fang ZengAcupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.ORCID 0000-0002-7701-2574

Funding

National Natural Science Foundation of China 81503664National Natural Science Foundation of China 81590951National Natural Science Foundation of China 82205285National Science Fund for Distinguished Young Scholars 82225050Sichuan Province Science and Technology Support Program 22ZDYF1034Tianfu Qingcheng Program of Sichuan Province
6 · The paper itself

Abstract

aimsTo identify the functional brain connectivity patterns that were correlated with headache and mental conditions in migraineurs and then to elucidate their neurotransmitter basis and explore the potential clinical implications.

methodsEighty patients with migraine without aura (MwoA) and 94 healthy controls (HCs) were included. Firstly, we employed partial least-squares correlation (PLSC) to identify a set of resting-state functional connectivity (RSFC) that was co-related with headache symptoms and mental conditions in MwoA patients. Then, we investigated the specific neurotransmitter basis underlying headache-mental disorders-related RSFC patterns. Finally, we explored the potentials of these RSFC patterns in discriminating patients from HCs, interpreting patient symptoms, stratifying patients into subgroups, and predicting treatment outcomes.

resultsThe PLSC analysis revealed one robust latent component linking RSFC between the subcortical nuclei (in particular the thalamus and basal ganglia) and the occipital/temporal cortex to the headache-mental conditions in MwoA patients. These RSFC patterns were spatially correlated with the distribution of several neurotransmitters including 5HT1a, 5HT2a, and mGluR5 receptors. The third part of the analysis indicated that the RSFC patterns could discriminate MwoA patients from HCs with an accuracy of 0.793, differentiate patients into two subtypes, and to some extent predict the efficacy of acupuncture treatment.

conclusionThis was the first "doubly" multivariate analysis identifying functional brain connectivity patterns underlying headache-mental disorder comorbidity in migraineurs. These findings reveal a neurobiological substrate for migraine-mental disorder comorbidity and highlight the potential of these connectivity patterns as biomarkers for diagnosis and treatment prediction.

Indexed as

BrainMental DisordersMigraine DisordersMigraine without AuraAdultBrain MappingComorbidityFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedNeural PathwaysYoung AdultanxietydepressionfMRImigrainepartial least‐squares correlationthalamus

Identifiers

PMID41450129
PMCPMC12741590

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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.