Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Aug;319(Pt 3):145284.
doi: 10.1016/j.ijbiomac.2025.145284. Epub 2025 Jun 20.

Integrating single-cell RNA-seq, bulk RNA-seq, and Mendelian randomization to elucidate the role of HLA-DPA1 expression levels and non-classical monocytes in the pathogenesis of idiopathic pulmonary arterial hypertension

Affiliations

Integrating single-cell RNA-seq, bulk RNA-seq, and Mendelian randomization to elucidate the role of HLA-DPA1 expression levels and non-classical monocytes in the pathogenesis of idiopathic pulmonary arterial hypertension

Mei Chen et al. Int J Biol Macromol. 2025 Aug.

Abstract

Aberrant immune and inflammatory responses are critical in idiopathic pulmonary arterial hypertension (IPAH). Thus, investigating immune-related therapeutic targets of IPAH is imperative. By integrating single-cell RNA sequencing (scRNA-seq), genome-wide association studies (GWAS), expression quantitative trait loci (eQTL), and single-cell eQTL (sc-eQTL) data, we identified a non-classical monocyte (NCM)-specific gene that was causally linked to PAH. NCM were classified into three subgroups based on HLA-DPA1 expression: negative, low, and high expression groups. We analyzed intercellular communication, molecular mechanisms, biological processes and assessed the metabolic activity of three subgroups. Additionally, we obtained bulk RNA-seq from lung tissue and Peripheral blood mononuclear cells (PBMCs) transcriptional profiles of IPAH patients to explore HLA-DPA1's functions. We demonstrated that IPAH patients had higher proportions of monocytes and NCM in peripheral blood compared to healthy controls. rs13203715 was causally associated with PAH and downregulated HLA-DPA1 expression in NCM. Differentially expressed genes in three subpopulations were enriched in immune and inflammatory responses. Additionally, HLA-DPA1 expression correlated with immune and inflammatory disruptions in IPAH. In conclusion,HLA-DPA1 exhibited significant downregulation and loss in the NCM of IPAH patients, which was closely associated with disease exacerbation by promoting immune dysregulation and vascular remodeling.

Keywords: HLA-DPA1; Idiopathic pulmonary hypertension; Mendelian randomization; Non-classical monocytes; scRNA-seq.

PubMed Disclaimer

Conflict of interest statement

Declaration of competing interest The authors declare that they have no competing interests.

LinkOut - more resources