Integrative single-cell RNA-seq and ATAC-seq analysis reveals the key role of inflammatory cell activation in pulmonary arterial hypertension

Background: The cellular heterogeneity and molecular complexity of pulmonary arterial hypertension (PAH) have not been fully elucidated. Methods: Here, we constructed an integrative transcriptome and chromatin accessibility atlas of PAH mice by using single-cell RNA sequencing and single-cell ATAC sequencing. Results: macrophages. Given its restricted upregulation in these two key proinflammatory cell populations, we generated S100a9 global knockout mice to investigate its role in PAH. S100a9 deletion alleviated the pulmonary arterial remodeling and right ventricular dysfunction in PAH mice. Conclusion: In conclusion, this study established a comprehensive transcriptome and chromatin accessibility atlas for PAH mice and further indicated that activation of S100a9-expressing inflammatory cell might be associated with the development of PAH. Further researches are warranted to investigate the underlying mechanisms.

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Publication Details

Journal
Frontiers in Immunology
Published
2026-04-15
DOI
https://doi.org/10.3389/fimmu.2026.1796116
Primary Topic
Pulmonary Hypertension Research and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Integrative single-cell RNA-seq and ATAC-seq analysis reveals the key role of inflammatory cell activation in pulmonary arterial hypertension

X.-F. Wang, Ke Ning, Zhexue Qin, Yang Lei et al.
Frontiers in Immunology
Pulmonary Hypertension Research and Treatments
article

Integrative single-cell RNA-seq and ATAC-seq analysis reveals the key role of inflammatory cell activation in pulmonary arterial hypertension

X.-F. Wang, Ke Ning, Zhexue Qin, Yang Lei, Jingyu He, Jihang Zhang, Boji Wu, Yuanqi Yang, Yang Shen, Chuan Liu
article en

Abstract

Background: The cellular heterogeneity and molecular complexity of pulmonary arterial hypertension (PAH) have not been fully elucidated. Methods: Here, we constructed an integrative transcriptome and chromatin accessibility atlas of PAH mice by using single-cell RNA sequencing and single-cell ATAC sequencing. Results: macrophages. Given its restricted upregulation in these two key proinflammatory cell populations, we generated S100a9 global knockout mice to investigate its role in PAH. S100a9 deletion alleviated the pulmonary arterial remodeling and right ventricular dysfunction in PAH mice. Conclusion: In conclusion, this study established a comprehensive transcriptome and chromatin accessibility atlas for PAH mice and further indicated that activation of S100a9-expressing inflammatory cell might be associated with the development of PAH. Further researches are warranted to investigate the underlying mechanisms.

Frontiers in ImmunologyVol. 17
Army Medical University (CN), Sichuan University (CN), West China Hospital of Sichuan University (CN), Xinqiao Hospital (CN)
National Natural Science Foundation of China, Sichuan Province Science and Technology Support Program, National Key Research and Development Program of China
Openalex Percentile: Top 23%
Pulmonary Hypertension Research and Treatments
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Integrative single-cell RNA-seq and ATAC-seq analysis reveals the key role of inflammatory cell activation in pulmonary arterial hypertension — X.-F. Wang, Ke Ning, et al. · Frontiers in Immunology (2026) | TGRS Research Map | TGRS