Skip to content
Open access

Integrated analyses of single-cell transcriptome and mendelian randomization reveal the role of lymphatic endothelial CD74 in the progression of atherosclerosis.

Jul 2026 · Journal of Geriatric Cardiology · Vol 23 7, pp. 456-473 · 0 citations · 39 references
Medicine

TL;DR

These findings provide a novel molecular mechanism by which CD74 disrupts lymphatic function and accelerates AS progression, offering potential avenues for intervention in AS.

Abstract

Background Lymphatic dysfunction plays a critical role in the development of atherosclerotic plaques, and targeting lymphatic regulation offers promising strategies for preventing and treating atherosclerosis (AS). This study aims to identify key genes influencing AS in lymphatic endothelial cells (LECs) followed by validation, and to explore potential intervention targets for AS treatment. Methods Single-cell data from the GEO database and Mendelian randomization was employed to identify genes in LECs that may either exacerbate or protect against AS. AS mouse models were established, followed by the assessment of key gene expression in lymphatic vessels within the plaque adventitia. In vitro, LECs were manipulated by silencing or overexpressing key genes to investigate the signaling pathways and mechanisms through which genes influence lymphangiogenesis. Results Human carotid plaque data via the GEO database revealed that LEC-specific genes are closely associated with vasculogenesis, cell migration, and inflammatory responses during AS. Mendelian randomization analysis identified CD74 as a promoter of AS progression. In vivo experiments revealed a significant upregulation of CD74 expression during AS. Correlation analysis of CD74 in LECs with inflammatory genes from the GEO database, along with the in vitro construction of CD74 silencing and overexpression models in LECs, revealed the critical role of CD74 in the inflammatory response in AS. Gene correlation analysis and experimental validation revealed that CD74 promotes LEC pyroptosis through the NLRP3/SYK pathway. Additionally, in vitro results demonstrated that CD74 impairs lymphangiogenesis by inducing pyroptosis. Conclusions This study has identified the key gene CD74 in LECs that influence the progression of AS. Moreover, during AS, CD74 mediates NLRP3/SYK-dependent LEC pyroptosis, thereby inhibiting lymphangiogenesis and exacerbating the inflammatory response. These findings provide a novel molecular mechanism by which CD74 disrupts lymphatic function and accelerates AS progression, offering potential avenues for intervention in AS.

Read PDF

Similar papers

Aug 2026

Screening for candidate genes and cell populations associated with atherosclerotic calcification using single-cell RNA sequencing

The present investigation successfully pinpointed five critical genes alongside one key cellular population, collectively providing potential molecular insights and candidate targets for further investigation into AS calcification.

Huai-Wu Yuan, Wei-Ye Wang, Wei Cheng et al. · 0 citations
Open access Aug 2026

Integration of Spatial Transcriptomics and Mendelian Randomization Identifies Candidate Molecular Regulators of Endometrial Cancer Progression

This study integrates single-cell RNA sequencing, spatial transcriptomics, and Mendelian randomization to identify candidate genes associated with EC and provides insight into EC heterogeneity and support further mechanistic investigation of candidate genes associated with malignant epithelial proliferation.

Jia-Nan Zhao, Xiao-Nan Liu, Hui-Yang Zhao et al. · 0 citations
Open access Sep 2026

Integrative Genetic and Single-Cell Analysis Reveals Macrophages as Key Mediators Linking Aging and Osteoporosis

Osteoporosis is a highly prevalent age-related disorder, and accumulating evidence suggests that it does not arise in isolation but is intrinsically linked to the aging process. Here, we employed integrative methods to systematically identify the relationship between aging and osteoporosis, and uncover the critical cel...

X. Li, M.-Y. Yang, Si-Rui Gai et al. · 0 citations
Open access Sep 2026

Immunomodulatory roles of the HLA family and B2M in atherosclerosis

HLA-G, HLA-A, HLA-C, and B2M modulate macrophage and T cell functions, driving immune dysregulation in AS, highlighting the potential of these molecules as diagnostic biomarkers and therapeutic targets.

Ke-Wei-Chen Ma, Jingping Ge · 0 citations
Review Open access Aug 2026

The pleiotropic effects of GATA2 on atheroma development

GATA2 is positioned as a central transcriptional regulator linking immune dysfunction, vascular remodelling, and disease progression in atherosclerosis, therefore, targeting GATA2 or GATA2-dependent pathways could represent a promising avenue for therapeutic development.

Kiera Telesnicki, Stephanie Charles-Obazei, B. Heit · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.