Evidence map›Paper›PMID 39930365›Full record

ArticleBMC immunology2025

Single-cell characterization of the immune heterogeneity of pulmonary hypertension identifies novel targets for immunotherapy.

Pan Jiang, Huai Huang, Mengshi Xie, Zilong Liu, Lijing Jiang, Hongyu Shi, Xiaodan Wu, Shengyu Hao, Shanqun Li

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. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
  5. Nutrients · 2025
    Article
  6. Article
  7. Review
  8. 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.

Pan Jiang *Department of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
Huai Huang *Department of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
Mengshi Xie *Department of Cardiology, Zhongshan Hospital Wusong Branch, Fudan University, Shanghai, 200032, China.
Zilong LiuDepartment of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
Lijing JiangDepartment of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
Hongyu ShiDepartment of Cardiology, Zhongshan Hospital Wusong Branch, Fudan University, Shanghai, 200032, China. shihongyu@ws-hospital.sh.cn.
Xiaodan WuDepartment of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China. wu.xiaodan@zs-hospital.sh.cn.
Shengyu HaoDepartment of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China. janet9yu@163.com.
Shanqun LiDepartment of Pulmonary Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China. li.shanqun@zs-hospital.sh.cn.

Funding

Key Project of the Science and Technology Committee of Baoshan District, Shanghai 21-E-42National Natural Science Foundation of China 82370088National Natural Science Foundation of China 82470089National Science Fund for Young Scholars 82200061Natural Science Foundation of Shanghai 22ZR1446700Shanghai Sailing Program 21YF1440300Shanghai Sailing Program 22YF1407700
6 · The paper itself

Abstract

backgroundPulmonary arterial hypertension (PAH) is a critical cardiopulmonary vascular disorder marked by the progressive elevation of pulmonary artery pressure, increased pulmonary vascular resistance, and eventual right heart failure. Research has shown that various immune cells play a significant role in the pathogenesis of PAH, both in patients diagnosed with the condition and in experimental models of PAH. Cell-cell communication is important for PAH progression and therapies, while the global cell landscape of intercellular signaling has not been elucidated.

methodsWe performed single-cell RNA sequencing on NCBI Gene Expression Omnibus (GEO) databases GSE169471, GSE 210248, GSE228643 and GSE244781, and analyzed lung tissue samples across healthy controls and PAH patients. In total, approximately 124,561 cells were analyzed and a total 34 clusters were identified. We integrated the sequencing results of multiple samples and used an enhanced single-cell sequencing workflow to overcome the limitations of a single study.

resultsIn this study, we elucidated the functional characteristics and potential regulatory interactions of several cell subpopulations that have not been previously documented in similar research. We constructed a comprehensive landscape of cell communications at the single-cell resolution, which is expected to significantly advance the development of personalized diagnostic and therapeutic strategies for PAH. We demonstrated the transcriptomic features of different cell types in PAH patients. We presented an in-depth analysis of T cell subsets, myeloid cell heterogeneity and a comprehensive analysis of SMCs and FBs subsets in PAH. T cell heterogeneity and functional dynamics were exhibited in PAH, which suggests that targeting cytotoxic regulation may be a potential therapeutic strategy. Significant changes and potential functions of myeloid cell subsets in PAH patients and we especially focused on GPNMB

conclusionsWe systematically explored the immune heterogeneity and population and target cells in PAH, which may be valuable for developing new and precise therapies.

Indexed as

Hypertension, PulmonaryImmunotherapyCell CommunicationGene Expression ProfilingHumansMaleSingle-Cell AnalysisTranscriptomeGPNMBHypoxiaImmune heterogeneityPulmonary arterial hypertension

Identifiers

PMID39930365
PMCPMC11809027

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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.