# Senescence-related epicardial adipocyte genes lead to immune infiltration and myocardial infarction progression

**Authors:** Zhihuan Dong, Limin Wang, Yuheng Lang, Ruiying Zhang, Yuchao Wang, Chengxiu Zhao, Qingliang Chen, Yue Zheng

PMC · DOI: 10.3389/fcvm.2026.1759091 · 2026-03-05

## TL;DR

This study identifies genes in heart fat tissue linked to aging and inflammation, which may worsen heart attacks and heart disease.

## Contribution

The study identifies novel senescence-related genes in epicardial adipose tissue that drive immune infiltration and CAD progression.

## Key findings

- Senescence-related genes like STAT3 and LRP1 are highly expressed in severe CAD and hypoxic adipocytes.
- Knockdown of these hub genes reduces SASPs like IL1α and IL6 in hypoxic adipocytes.
- The joint ROC of 5 genes reached 1, indicating strong predictive power for CAD progression.

## Abstract

After coronary artery disease (CAD)-related myocardial injury, reactivation of the epicardium results in cardiac remodeling via paracrine secretion. However, the senescence-related genomic signature that reflects epicardial adipose tissue (EAT) and immune infiltration is not well understood.

Adipocyte-related differentially expressed genes (DEGs) were identified in EAT and subcutaneous adipose tissue (SAT) from patients with and without CAD. Immune cells and senescence-related DEGs in EATs were identified. A protein-protein interaction network was used to determine the hub genes. To validate these genes, a Gene Expression Omnibus (GEO) dataset investigation, single cell sequencing analysis and the validation of human sub-epicardial adipose and blood samples were performed. To investigate the mechanism, 3T3-L1 cells were used and differentiated to adipocytes and the hub genes were knocked-down and SASPs were determined.

A Venn diagram was used to obtain 82 senescence-related DEGs, and the top 15-degree hub genes were explored. After validating using the GEO datasets and human sub-epicardial adipose samples, STAT3, SERPINE1, CDKN2A, DLG4, PTGS2, MDM2, LRP1, IRS2, PRKCD, CCND2, and CISH were found to be significantly expressed in the group with severe CAD. The hub genes, including STAT3, MDM2, LRP1, IRS2, PRKCD, CCND2, and CISH, were validated to be highly expressed in adipocytes in ischemic cardiomyopathy patients with end-stage heart failure. STAT3, LRP1, PRKCD, CCND2, and CISH were highly expressed in adipocytes under hypoxia. STAT3, LRP1, PRKCD, CCND2, and CISH were knocked-down in 3T3-L1 cell lines. SASPs, including IL1α, IL1β, and TNFα, decreased in hypoxic adipocytes after 5 hub genes knockdown. IL6 decreased in hypoxic adipocytes after STAT3, LRP1, and CISH knockdown, while IL6 increased in hypoxic adipocytes after CCND2 knockdown. The joint ROC of all 5 genes expression was 1.

These screened SASP hub genes, including STAT3, LRP1, PRKCD, CCND2, and CISH, may affect cell senescence after hypoxia, thus inducing CAD progression.

## Linked entities

- **Genes:** STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774], SERPINE1 (serpin family E member 1) [NCBI Gene 5054], CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029], DLG4 (discs large MAGUK scaffold protein 4) [NCBI Gene 1742], PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 5743], MDM2 (MDM2 proto-oncogene) [NCBI Gene 4193], LRP1 (LDL receptor related protein 1) [NCBI Gene 4035], IRS2 (insulin receptor substrate 2) [NCBI Gene 8660], PRKCD (protein kinase C delta) [NCBI Gene 5580], CCND2 (cyclin D2) [NCBI Gene 894], CISH (cytokine inducible SH2 containing protein) [NCBI Gene 1154]
- **Diseases:** coronary artery disease (MONDO:0005010), myocardial infarction (MONDO:0005068)

## Full-text entities

- **Genes:** IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, LRP1 (LDL receptor related protein 1) [NCBI Gene 4035] {aka A2MR, APOER, APR, CD91, DDH3, IGFBP-3R}, IRS2 (insulin receptor substrate 2) [NCBI Gene 8660] {aka IRS-2}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, DLG4 (discs large MAGUK scaffold protein 4) [NCBI Gene 1742] {aka MRD62, PSD95, SAP-90, SAP90}, CISH (cytokine inducible SH2 containing protein) [NCBI Gene 1154] {aka BACTS2, CIS, CIS-1, G18, SOCS}, SERPINE1 (serpin family E member 1) [NCBI Gene 5054] {aka PAI, PAI-1, PAI1, PLANH1}, MDM2 (MDM2 proto-oncogene) [NCBI Gene 4193] {aka ACTFS, HDMX, LSKB, hdm2}, PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 5743] {aka COX-2, COX2, GRIPGHS, PGG/HS, PGHS-2, PHS-2}, CCND2 (cyclin D2) [NCBI Gene 894] {aka KIAK0002, MPPH3}, PRKCD (protein kinase C delta) [NCBI Gene 5580] {aka ALPS3, CVID9, MAY1, PKCD, nPKC-delta}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}
- **Diseases:** heart failure (MESH:D006333), hypoxic (MESH:D002534), EATs (MESH:D001068), hypoxia (MESH:D000860), myocardial infarction (MESH:D009203), ischemic cardiomyopathy (MESH:D009202), CAD (MESH:D003324)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12999425/full.md

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Source: https://tomesphere.com/paper/PMC12999425