Evidence map›Paper›PMID 41832447›Full record

ArticleThe journal of headache and pain2026

Functional connectome gradient alterations in herpes zoster and postherpetic neuralgia: associations with gene expression profiles.

Jiaxin Xiong, Xiao Liang, Chen Yang, Huiting Lv, Wanqing Zou, Suhong Qin, Jing Lu, Hongmei Kuang, Lili Gu, Jian Jiang

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Article in The journal of headache and pain, 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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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Jiaxin Xiong *Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Xiao Liang *Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Chen Yang *Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Huiting LvDepartment of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Wanqing ZouDepartment of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Suhong QinDepartment of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Jing LuDepartment of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Hongmei KuangDepartment of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China.
Lili GuDepartment of Pain, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China. lili.gutt@ncu.edu.cn.
Jian JiangDepartment of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang, Jiangxi, 330006, People's Republic of China. ndyfy02072@ncu.edu.cn.

Funding

Clinical Research Center for Medical Imaging in Jiangxi Province 20223BCG74001Key Research and Development Plans of the Jiangxi Provincial Department of Science and Technology S2020ZPYFB2343National Key Research and Development Program of China 2022YFC3602202National Natural Science Foundation of China 81960313
6 · The paper itself

Abstract

backgroundHerpes zoster (HZ) and postherpetic neuralgia (PHN) are severe neuropathic pain disorders. However, the alterations in their macroscopic brain-functional architecture and their potential molecular correlations remain poorly understood. This study was aimed at characterizing the altered functional connectivity patterns in the brains of patients with HZ and PHN using a connectome gradient analysis and further explore the potential associations with gene expression patterns through a spatial transcriptomics correlation analysis.

methodsIn this study, 95 patients with HZ, 89 patients with PHN, and 84 matched healthy controls were characterized through a connectome gradient analysis. Additionally, transcriptomic neuroimaging association analyses were conducted using gene expression data derived from the Allen Human Brain Atlas and case‒control gradient differences to identify the genes that were associated with gradient variations. Finally, an enrichment analysis was performed on the identified significant genes to explore the biological pathways and cell types in which they may be involved.

resultsCompared with the healthy controls, HZ exhibited in the whole-brain gradients shrinkage. HZ showed abnormal subgradient values within the sensorimotor and dorsal attention networks, with exploratory associations to anxiety scores. PHN was characterized by reduced main gradient values in the frontoparietal control network, with exploratory associations to depression scores. The transcriptomic neuroimaging association analysis revealed that the gradient abnormalities in HZ were spatially correlated with gene expression patterns involving synaptic functions and ion channels, whereas the abnormalities in PHN were spatially correlated with the genes involved in postsynaptic signaling and the regulation of endogenous opioids. Cellular analysis indicated that HZ-associated genes were predominantly enriched in inhibitory and excitatory neurons and astrocytes, whereas PHN-associated genes were enriched in both neuron types.

conclusionsThis study is the first to identify functional connectome and associated gene expression profiles in HZ and PHN through a cross-scale perspective that encompasses both functional connectome gradients and gene expressions. Our findings provide novel insights into the spatial transcriptomic correlates of functional alterations in the brain under these conditions and provide a foundation for conducting hypothesis-driven research on potential biomarkers and therapeutic strategies.

Indexed as

BrainConnectomeHerpes ZosterNeuralgia, PostherpeticTranscriptomeAgedFemaleGene Expression ProfilingHumansMagnetic Resonance ImagingMaleMiddle AgedAllen human brain atlasConnectome gradientGene expressionHerpes zosterPostherpetic neuralgiaTranscriptomic neuroimaging

Identifiers

PMID41832447
PMCPMC13101389

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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.