Exploring the Potential Regulatory Mechanisms of Mitophagy in Ischemic Cardiomyopathy

Zhaobin Li1, Jiajie Kong1, Shuqiang Xi1

  • 1Department of Cardiac Surgery, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, People's Republic of China.

Insights

This study identifies four mitophagy-related genes (PPDPF, DPEP2, LTBP1, SOCS2) as potential biomarkers for diagnosing ischemic cardiomyopathy (ICM). These findings offer a new diagnostic reference for ICM research.

Area of Science:

  • Cardiology
  • Molecular Biology
  • Genetics

Background:

  • Ischemic cardiomyopathy (ICM) results from long-term insufficient blood supply, leading to myocardial atrophy and heart failure.
  • Dysregulated mitophagy is implicated in cardiomyocyte death and the development of cardiomyopathy.
  • The role of mitophagy-related genes (MRGs) in ICM diagnosis remains unclear.

Purpose of the Study:

  • To identify novel mitophagy-related genes (MRGs) associated with ischemic cardiomyopathy (ICM).
  • To evaluate the diagnostic potential of identified MRGs for ICM.
  • To explore the underlying molecular mechanisms and immune infiltration in ICM.

Main Methods:

  • Weighted Gene Co-expression Network Analysis (WGCNA) to identify mitochondria autophagy score-related genes (MSRGs).
  • Differential gene expression analysis to find differentially expressed genes (DEGs) and their intersection with MSRGs (DE-MSRGs).
  • Machine learning, ROC analysis, immune infiltration, ceRNA network construction, and RT-qPCR for biomarker validation.

Main Results:

  • Ninety-nine differentially expressed mitophagy-related genes (DE-MSRGs) were identified between ICM and control groups.
  • Four biomarkers (PPDPF, DPEP2, LTBP1, SOCS2) demonstrated high diagnostic efficacy for ICM.
  • Significant differences in T cells, CD8+ T cells, and neutrophils were observed; biomarkers correlated positively with T cells.
  • A ceRNA network and TF-mRNA network were constructed, and 45 potential drugs were predicted.

Conclusions:

  • PPDPF, DPEP2, LTBP1, and SOCS2 are identified as promising mitophagy-related biomarkers for ICM diagnosis.
  • These biomarkers provide a scientific basis for further research into ICM pathogenesis.
  • The study offers insights into immune cell infiltration and potential therapeutic targets for ICM.
Abstract

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