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April 19, 2026Frontiers in Immunology0 citationsOpen Access

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

YYYuanqi YangYLYang LeiBWBoji Wu

Key Result

S100a9 deletion alleviated pulmonary arterial remodeling and right ventricular dysfunction in a mouse model of pulmonary arterial hypertension.

Key Points

  • This research aims to explore the cellular and molecular features contributing to pulmonary arterial hypertension (PAH).
  • Constructed an integrative transcriptome and chromatin accessibility atlas of PAH mice.
  • Utilized single-cell RNA sequencing and single-cell ATAC sequencing for analysis.
  • Analyzed subclusters of monocytes/macrophages and their chemokine expression.
  • Increased numbers of granulocytes and monocytes/macrophages were observed in PAH mouse lung tissues.
  • Hypoxia-inducing factor pathway activation was specifically noted in inflammatory cells.
  • Upregulation of S100a9 in granulocytes and CCR2 + proinflammatory macrophages was identified.
  • S100a9 deletion alleviated pulmonary arterial remodeling and right ventricular dysfunction in PAH mice.

Structured PICO

Does S100a9 deletion alleviate pulmonary arterial remodeling and right ventricular dysfunction in a mouse model of pulmonary arterial hypertension?

P
Population
Adult male C57BL/6J mice (8-10 weeks) and S100a9-/- mice.
I
Intervention
S100a9 global knockout in mice exposed to SU5416 (20 mg/kg weekly) and hypoxia (10% O2) for 5 weeks
C
Comparator
Wild-type mice exposed to the same SU5416 and hypoxia conditions, and age-matched controls receiving vehicle under normoxia
O
Outcome
Pulmonary arterial remodeling and right ventricular dysfunction, along with single-cell transcriptomic and chromatin accessibility profilessurrogate

Integrative single-cell analysis identifies S100a9-expressing inflammatory cells as key drivers of pulmonary arterial hypertension, and S100a9 deletion protects against pulmonary vascular remodeling in mice.

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 In PAH mice, the numbers of granulocytes and monocytes/macrophages in the lung tissues were increased, and the hypoxia-inducing factor pathway was specifically activated in these inflammatory cells. Furthermore, monocyte/macrophage subcluster analysis revealed an increase of chemokine C-C-motif receptor 2 (CCR2) + proinflammatory macrophages but a decrease of M2-like macrophages. Notably, S100a9 expression was significantly upregulated in both granulocytes and CCR2 + proinflammatory macrophages, accompanied by increased chromatin accessibility at the promoter region specifically in CCR2 + 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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Cite This Study

Yang et al. (2026) studied Pulmonary arterial hypertension. S100a9 knockout vs. Wild-type mice was evaluated on Pulmonary arterial remodeling and right ventricular dysfunction. S100a9 deletion alleviated pulmonary arterial remodeling and right ventricular dysfunction in a mouse model of pulmonary arterial hypertension.

synapsesocial.com/papers/69e4702d010ef96374d8d6d1https://doi.org/10.3389/fimmu.2026.1796116
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