Evidence map›Paper›PMID 41315935›Full record

ArticleBMC immunology2025

Single-cell RNA sequencing reveals immune cell dysfunction and rewired interaction networks in the peripheral blood of active tuberculosis patients.

Yanling Wei, Hongqiu Pan, Fuhui Lu, Xiaowei Deng, Jianming Wang

Abstract read
In one paragraph

Article in BMC immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Yanling Wei *Department of Epidemiology, Key Laboratory of Public Health Safety and Emergency Prevention and Control Technology of Higher Education Institutions in Jiangsu Province, Center for Global Health, School of Public Health, Nanjing Medical University, 101 Longmian Ave., Nanjing, 211166, China.
Hongqiu Pan *Department of Pulmonary Diseases, the Third People's Hospital of Zhenjiang, Affiliated to Jiangsu University, Zhenjiang, 212003, China.
Fuhui LuDepartment of Pulmonary Diseases, the Third People's Hospital of Zhenjiang, Affiliated to Jiangsu University, Zhenjiang, 212003, China.
Xiaowei DengDepartment of Epidemiology, Key Laboratory of Public Health Safety and Emergency Prevention and Control Technology of Higher Education Institutions in Jiangsu Province, Center for Global Health, School of Public Health, Nanjing Medical University, 101 Longmian Ave., Nanjing, 211166, China.
Jianming WangDepartment of Epidemiology, Key Laboratory of Public Health Safety and Emergency Prevention and Control Technology of Higher Education Institutions in Jiangsu Province, Center for Global Health, School of Public Health, Nanjing Medical University, 101 Longmian Ave., Nanjing, 211166, China. jmwang@njmu.edu.cn.ORCID 0000-0002-9151-284X

Funding

National Natural Science Foundation of China 82473693,82173595
6 · The paper itself

Abstract

Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), remains a global health threat with poorly understood immune mechanisms. This exploratory study employed single-cell RNA sequencing (scRNA-seq) on peripheral blood mononuclear cells (PBMCs) from 3 active TB (ATB) patients and 2 healthy controls (HC) to dissect immune cell dysfunction and communication networks. Data were processed using CellRanger, Seurat, and Harmony for quality control, batch correction, and clustering, with cell types annotated via marker genes and SingleR. Functional analyses included cytotoxicity, antigen presentation scoring, differential gene expression, and Gene Ontology (GO) enrichment, while CellChat mapped ligand-receptor interactions. Results revealed altered immune cell composition in ATB, including increased myeloid cells/platelets and reduced NK cells. CD8 + effector T cells (CD8_Te) and CD16bright CD56dim NK cells (NK_CD56dim) exhibited reduced expression of cytotoxicity-associated genes, while Naïve B cells (Naïve_B)and dendritic cells(DC) showed impaired antigen presentation. RNA metabolism pathways were upregulated alongside suppressed immune regulation. Cell communication analysis identified weakened CD8 + T cell incoming signals, enhanced B/NK cell signaling, and intensified monocyte-driven interactions. TGF-β pathway enrichment and defective MHC signaling disrupted network dynamics, suggesting RNA metabolism dysregulation and TGF-β-mediated immunosuppression as key mechanisms. These findings provide insights that may help inform future studies on TB immunopathology and treatment development. Limitations include reliance on peripheral blood, small sample size, and lack of protein-level validation. Future studies should integrate multi-omics and functional assays to validate these pathways.

Indexed as

Killer Cells, NaturalLeukocytes, MononuclearMycobacterium tuberculosisTuberculosisAdultCell CommunicationFemaleHumansMaleSequence Analysis, RNASingle-Cell AnalysisSingle-Cell Gene Expression AnalysisImmune cellsPeripheral blood mononuclear cellsSingle-cell sequencingTuberculosis

Identifiers

PMID41315935
PMCPMC12664210

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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.