Quan Feng, Yichen Li, Na Li, Weisheng Zhan, Ge Tan
{"title":"单细胞RNA测序揭示偏头痛患者外周血CD4 t细胞状态重塑","authors":"Quan Feng, Yichen Li, Na Li, Weisheng Zhan, Ge Tan","doi":"10.1007/s12031-026-02589-8","DOIUrl":null,"url":null,"abstract":"<div><p>Migraine may involve neuroimmune-related mechanisms, but migraine-associated peripheral immune-cell states remain incompletely defined. We aimed to characterize peripheral blood immune remodeling in migraine at single-cell resolution. We reanalyzed PBMC single-cell RNA-sequencing dataset GSE269117, using migraine and vestibular migraine samples as the migraine group and healthy controls as controls. After quality control, we performed major immune-cell annotation, CD4 T-cell subclustering, pseudobulk differential-expression analysis, pathway enrichment, pseudotime reconstruction, CellChat-based communication analysis, transcription-factor activity inference and AL589693.1-focused state analysis. A total of 31,514 PBMCs from 15 retained biological samples were analyzed and annotated into six major immune-cell populations. Major lineage proportions showed no broad sample-level differences between groups, whereas sample-level analysis of 7,647 CD4 T cells indicated a redistribution of CD4 T-cell states. At the sample level, migraine samples showed enrichment of non-cytotoxic-like CD4 T cells and depletion of cytotoxic-like CD4 T cells compared with controls. CD4 pseudobulk and enrichment analyses highlighted inflammatory, estrogen-response, calcium-responsive and cAMP-related programs, with relative depletion of oxidative phosphorylation, MYC targets and translation-related pathways. Pseudotime analysis supported a shift toward earlier or less cytotoxic CD4 states. CellChat inferred fewer total interactions in migraine than in controls, especially cytotoxic-like CD4-related interactions. AL589693.1 emerged as a migraine-associated transcript, and its no-self signature marked a non-cytotoxic-skewed CD4 state that partially contributed to the CD4 imbalance. Peripheral CD4 T-cell state remodeling may represent an important feature of migraine-associated immune alterations, with AL589693.1-positive CD4 states as candidate markers for future validation.</p></div>","PeriodicalId":652,"journal":{"name":"Journal of Molecular Neuroscience","volume":"76 3","pages":""},"PeriodicalIF":2.4000,"publicationDate":"2026-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Peripheral CD4 T-Cell State Remodeling in Migraine Revealed by Single-Cell RNA Sequencing\",\"authors\":\"Quan Feng, Yichen Li, Na Li, Weisheng Zhan, Ge Tan\",\"doi\":\"10.1007/s12031-026-02589-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Migraine may involve neuroimmune-related mechanisms, but migraine-associated peripheral immune-cell states remain incompletely defined. We aimed to characterize peripheral blood immune remodeling in migraine at single-cell resolution. We reanalyzed PBMC single-cell RNA-sequencing dataset GSE269117, using migraine and vestibular migraine samples as the migraine group and healthy controls as controls. After quality control, we performed major immune-cell annotation, CD4 T-cell subclustering, pseudobulk differential-expression analysis, pathway enrichment, pseudotime reconstruction, CellChat-based communication analysis, transcription-factor activity inference and AL589693.1-focused state analysis. A total of 31,514 PBMCs from 15 retained biological samples were analyzed and annotated into six major immune-cell populations. Major lineage proportions showed no broad sample-level differences between groups, whereas sample-level analysis of 7,647 CD4 T cells indicated a redistribution of CD4 T-cell states. At the sample level, migraine samples showed enrichment of non-cytotoxic-like CD4 T cells and depletion of cytotoxic-like CD4 T cells compared with controls. CD4 pseudobulk and enrichment analyses highlighted inflammatory, estrogen-response, calcium-responsive and cAMP-related programs, with relative depletion of oxidative phosphorylation, MYC targets and translation-related pathways. Pseudotime analysis supported a shift toward earlier or less cytotoxic CD4 states. CellChat inferred fewer total interactions in migraine than in controls, especially cytotoxic-like CD4-related interactions. AL589693.1 emerged as a migraine-associated transcript, and its no-self signature marked a non-cytotoxic-skewed CD4 state that partially contributed to the CD4 imbalance. Peripheral CD4 T-cell state remodeling may represent an important feature of migraine-associated immune alterations, with AL589693.1-positive CD4 states as candidate markers for future validation.</p></div>\",\"PeriodicalId\":652,\"journal\":{\"name\":\"Journal of Molecular Neuroscience\",\"volume\":\"76 3\",\"pages\":\"\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2026-08-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Molecular Neuroscience\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s12031-026-02589-8\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Neuroscience","FirstCategoryId":"3","ListUrlMain":"https://link.springer.com/article/10.1007/s12031-026-02589-8","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Peripheral CD4 T-Cell State Remodeling in Migraine Revealed by Single-Cell RNA Sequencing
Migraine may involve neuroimmune-related mechanisms, but migraine-associated peripheral immune-cell states remain incompletely defined. We aimed to characterize peripheral blood immune remodeling in migraine at single-cell resolution. We reanalyzed PBMC single-cell RNA-sequencing dataset GSE269117, using migraine and vestibular migraine samples as the migraine group and healthy controls as controls. After quality control, we performed major immune-cell annotation, CD4 T-cell subclustering, pseudobulk differential-expression analysis, pathway enrichment, pseudotime reconstruction, CellChat-based communication analysis, transcription-factor activity inference and AL589693.1-focused state analysis. A total of 31,514 PBMCs from 15 retained biological samples were analyzed and annotated into six major immune-cell populations. Major lineage proportions showed no broad sample-level differences between groups, whereas sample-level analysis of 7,647 CD4 T cells indicated a redistribution of CD4 T-cell states. At the sample level, migraine samples showed enrichment of non-cytotoxic-like CD4 T cells and depletion of cytotoxic-like CD4 T cells compared with controls. CD4 pseudobulk and enrichment analyses highlighted inflammatory, estrogen-response, calcium-responsive and cAMP-related programs, with relative depletion of oxidative phosphorylation, MYC targets and translation-related pathways. Pseudotime analysis supported a shift toward earlier or less cytotoxic CD4 states. CellChat inferred fewer total interactions in migraine than in controls, especially cytotoxic-like CD4-related interactions. AL589693.1 emerged as a migraine-associated transcript, and its no-self signature marked a non-cytotoxic-skewed CD4 state that partially contributed to the CD4 imbalance. Peripheral CD4 T-cell state remodeling may represent an important feature of migraine-associated immune alterations, with AL589693.1-positive CD4 states as candidate markers for future validation.
期刊介绍:
The Journal of Molecular Neuroscience is committed to the rapid publication of original findings that increase our understanding of the molecular structure, function, and development of the nervous system. The criteria for acceptance of manuscripts will be scientific excellence, originality, and relevance to the field of molecular neuroscience. Manuscripts with clinical relevance are especially encouraged since the journal seeks to provide a means for accelerating the progression of basic research findings toward clinical utilization. All experiments described in the Journal of Molecular Neuroscience that involve the use of animal or human subjects must have been approved by the appropriate institutional review committee and conform to accepted ethical standards.