Evidence map›Paper›PMID 41261231›Full record

ArticleJournal of neurology2025

Single-cell RNA sequencing of cerebrospinal fluid immune cells in relapsing-remitting multiple sclerosis: insights into cellular composition and immune dynamics.

Xue Yang, Fanju Li, Jingtian Zhe, Zhimian Zhang, Zhenzhen Hu, Chenchang Zhang, Fenqi Wan, Qinfang Xie, Xiaoling Li

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Article in Journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Review
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

9 authors.

Xue YangDepartment of Neurology, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Fanju LiDepartment of Neurology, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Jingtian ZheDepartment of Neurology, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Zhimian ZhangDepartment of Neurology, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Zhenzhen HuDepartment of Neurology, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Chenchang ZhangSecond Clinical Medical College of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Fenqi WanCuiying Medical Center, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Qinfang XieDepartment of Neurology, The Second Hospital of Lanzhou University, Lanzhou, Gansu Province, 730030, People's Republic of China.
Xiaoling LiCenter for Rehabilitation Medicine, The Second Hospital of Lanzhou University, No. 82 Cuiyingmen, Lanzhou, Gansu Province, 730030, People's Republic of China. ery_lixlery@lzu.edu.cn.

Funding

Chengguan District Science and Technology Talent Innovation and Entrepreneurship Project 2023RCCX0012Cuiying Science and Technology Innovation Programme of the Second Hospital of Lanzhou University CY2021-MS-A06Gansu Provincial Administration of Traditional Chinese Medicine GZKP-2022-34National Natural Science Foundation of China 8236025
6 · The paper itself

Abstract

backgroundRelapsing-remitting multiple sclerosis (RRMS) is a chronic autoimmune disease characterized by episodic inflammation and demyelination within the central nervous system. Recent advances in single-cell RNA sequencing (scRNA-seq) have enabled high-resolution profiling of cerebrospinal fluid (CSF) immune cells, revealing distinct transcriptional and functional states. This study specifically targets the CSF compartment to delineate immune cell heterogeneity, transcriptional regulation, and cell-cell interactions underlying RRMS pathology.

methodsCSF samples were collected from RRMS patients and matched healthy controls. Single-cell suspensions were prepared, and scRNA-seq libraries were constructed using the GEXSCOPE™ kit. Data processing involved rigorous quality control, normalization, dimensionality reduction, and clustering using established algorithms. Complementary flow cytometry was used for validation. Differential gene expression, pseudotime trajectories, and cell-cell interaction analyses (via CellPhoneDB) were performed to characterize immune dynamics.

resultsA total of 23,247 CSF cells were initially captured (12,200 HC, 11,047 RRMS). After quality control filtering, 9528 high-quality cells remained for downstream analyses. The analysis revealed six major immune cell types, with T and natural killer (NK) cells comprising the majority. RRMS samples exhibited a significant expansion of B cells and plasma cells, accompanied by a notable reduction in plasmacytoid dendritic cells and certain monocyte subtypes compared to controls. Differential expression analysis demonstrated upregulation of genes linked to antigen processing, cytokine signaling, and autophagy, while key transcription factors (e.g., decreased JUNB and altered NFIL3) indicated a reprogramming of T cell and monocyte functional states. Pseudotime trajectory analysis placed naïve T cells at early developmental stages, transitioning toward activated phenotypes enriched in inflammatory mediators. Cell-cell interaction analysis uncovered enhanced ligand-receptor communication, notably via the CXCL12-CXCR4 axis, suggesting that aberrant cross talk among T cells, B cells, and mononuclear phagocytes may amplify central nervous system inflammation. These results delineate an inflammation-associated immune network observed in RRMS CSF that underpins localized autoimmunity and highlights potential targets for therapeutic intervention.

conclusionThe findings provide novel insights into the cellular composition and dynamic transcriptional shifts of CSF immune cells in RRMS. The expanded B cell compartment and altered T cell activation profiles underscore the importance of localized CNS inflammation. Enhanced intercellular communication pathways further implicate a coordinated immune response driving disease activity. These findings provide preliminary, exploratory insights into RRMS-associated CSF immune dynamics and are intended to guide future mechanistic and validation studies in larger cohorts.

Indexed as

Cerebrospinal FluidMultiple Sclerosis, Relapsing-RemittingAdultFemaleHumansMaleMiddle AgedSequence Analysis, RNASingle-Cell AnalysisCerebrospinal fluidImmune cell interactionsIntercellular communicationRelapsing–remitting multiple sclerosisSingle-cell RNA sequencingTranscriptional regulation

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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.