Evidence map›Paper›PMID 41953397›Full record

ArticleHuman mutation2026

Peripheral Immune and Metabolic Dysregulation in Migraine, Ménière's Disease, and Vestibular Migraine: A Single-Cell Atlas Study.

Mika Pan, Liyan Lu, Wenyi Song, Youfeng Xie, Guining Liang, Qingyan Wei, Qi Huang, Jingyi Zeng, Yating Lan, Chun Zou and 3 more

Abstract read
In one paragraph

Article in Human mutation, 2026. 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
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Mika PanDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Liyan LuDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Wenyi SongDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Youfeng XieDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Guining LiangDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Qingyan WeiDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Qi HuangDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Jingyi ZengDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Yating LanDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Chun ZouDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.
Donghua ZouDepartment of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China, gxmu.edu.cn.ORCID https://orcid.org/0000-0002-3891-9472
Li SuDepartment of Neurology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China, gxyyfy.cn.ORCID https://orcid.org/0009-0005-4803-0078
Qiling WanAdministrative Affairs Office, Wuming Hospital of Guangxi Medical University, Wuming, Guangxi, China.ORCID https://orcid.org/0009-0000-3967-1053

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Migraine (MI), Ménière's disease (MD), and vestibular migraine (VM) share significant clinical and pathological similarities, particularly their link to neurological dysfunction and immune cell activity, though mechanisms remain poorly understood. Methods: We utilized a single-cell RNA sequencing dataset of peripheral blood mononuclear cells from eight patients with MD, five patients with MI, five patients with VM, and six healthy controls. A cross-disease cell atlas was constructed via cellular heterogeneity and dynamic cell abundance analysis. Further studies analyzed metabolic heterogeneity and performed differential expression analysis across all groups. The core regulatory pathways were identified using gene set enrichment and pathway analyses. Additionally, herbal and compound screenings related to targets in MI were performed. Pseudotime analysis was then employed to infer the evolutionary trajectories, identifying key genes associated with differentiation. Results: We identified 42,198 cells grouped into 16 clusters and classified into five cell types: T cells, B cells, dendritic cells, natural killer cells, and monocytes. Among these, T cell abundance significantly increased, whereas monocytes were essential for metabolic reprogramming. Notably, the upregulated MAPK signaling pathway was identified as the core regulatory pathway. A total of 1571 interaction pairs were screened between matched targets for herbs and compounds. T cell trajectory analysis revealed two differentiation pathways originating from CD8 Conclusions: This study identified distinct immune cell patterns in MI, MD, and VM, with notable T cell imbalances.

Indexed as

Meniere DiseaseMigraine DisordersVestibular MigraineAdultFemaleGene Expression ProfilingHumansLeukocytes, MononuclearMaleMiddle AgedSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisMAPK signaling pathwayMénière′s diseasemigrainesingle-cell RNA sequencingvestibular migraine

Identifiers

PMID41953397
PMCPMC13054517

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Registered trials

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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.