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Updated: May 5, 2026

Modeling and Evaluation of Murine Diabetic Cardiomyopathy Model
Published on: November 29, 2024
Transcriptional Heterogeneity of Cardiac Remodeling Between Type 1 and Type 2 Diabetes
Feng Liang1, Shaohua Li2, Guo Zhou1
1Department of Cardiology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China.
Insights
Type 1 and type 2 diabetes share common cardiac pathway alterations, despite differences in gene expression. Targeting these shared pathways offers potential for treating diabetic cardiomyopathy.
Area of Science:
- Cardiovascular Research
- Metabolic Disorders
- Molecular Biology
Background:
- Diabetes mellitus, encompassing type 1 (T1D) and type 2 (T2D), significantly elevates heart failure risk.
- Existing research lacks clarity on distinct pathway alterations in T1D versus T2D-induced cardiac complications.
- Understanding cardiac remodeling heterogeneity is crucial for clinical management of diabetic cardiovascular events.
Purpose of the Study:
- To investigate and compare gene and pathway alterations in cardiac remodeling between T1D and T2D models.
- To identify cell-specific pathway differences and commonalities in diabetic cardiomyopathy.
- To provide insights for targeted therapeutic strategies against diabetic cardiomyopathy.
Main Methods:
- Establishment of T1D and T2D mouse models for comprehensive cardiac tissue analysis.
- RNA sequencing and differential expression analysis to identify molecular changes.
- Single-cell RNA sequencing (scRNA-seq) to compare endothelial cells, macrophages, and fibroblasts in T1D and T2D hearts.
- Functional enrichment analysis to determine pathway heterogeneity and commonalities.
Main Results:
- T1D and T2D models exhibited more conserved pathway changes than shared gene alterations.
- Endothelial cells, macrophages, and fibroblasts were identified as key cell types in diabetic cardiac phenotype.
- Specific pathways enriched in T1D (e.g., inflammation, fatty acid metabolism) and T2D (e.g., energy metabolism) were observed.
- Common pathways across cell types involved innate immunity and cardiac morphogenesis, with pathways showing higher consistency than genes.
Conclusions:
- Cardiac pathologies in T1D and T2D demonstrate greater consistency in pathway changes compared to gene-level alterations.
- Targeting common pathways identified in this study may offer a promising therapeutic avenue for diabetic cardiomyopathy.
- This research highlights the value of pathway-level analysis in understanding and treating complex diseases like diabetic cardiomyopathy.
Abstract:
Background: Cardiovascular complications stemming from diabetes pose a grave threat to patients' survival. Both type 1 diabetes (T1D) and type 2 diabetes (T2D) significantly increase the risk of heart failure, yet no reports have clarified whether there are differences in the pathway alterations involved in these two conditions. Investigating the heterogeneity of the cardiac remodeling between these two types of diabetes is conducive to reducing the incidence of cardiovascular events in diabetic patients in clinical practice. Methods: T1D and T2D models were established in adult mice, and the hearts were collected for RNA sequencing. Differential expression analysis (DEA) was performed. Integrating functional enrichment analyses, we probed into gene and pathway heterogeneity. Subsequently, we compared single-cell RNA sequencing (scRNA-seq) data of hearts from T1D and T2D mice, focusing on three cell populations (endothelial cells, macrophages, and fibroblasts) to identify gene and pathway differences. Finally, we evaluated shared genes and common signaling pathway changes across these three cell populations in both diabetes types. Results: We have successfully established T1D and T2D models in mice. Compared with shared genes, the two types of diabetes had more consistent pathway changes. Further scRNA-seq analysis identified endothelial cells, macrophages, and fibroblasts as significantly associated with the diabetic phenotype. In shared pathway, endothelial cells were significantly enriched in pathways related to endothelial proliferation and angiogenesis; macrophages were enriched in immune response pathways; and fibroblasts were enriched in pathways involving fibrosis, cell proliferation, and apoptosis. In endothelial cells, inflammatory response and fatty acid metabolism pathways were predominantly enriched in T1D, while energy metabolism pathways were dominant in T2D. In macrophages, antiviral immune pathways were specifically enriched in T1D, whereas macrophages in T2D were additionally implicated in the regulation of cardiomyocyte function. In fibroblasts, immune-related pathways were characteristically enriched in T1D, while cell respiration and energy supply pathways were prominent in T2D. Common functional enrichment pathways across the three cell types in both diabetes types mainly involved innate immune responses and cardiac morphogenesis, with the proportion of shared pathways being significantly higher than that of shared genes. Conclusions: This study, by combining RNA sequencing and scRNA-seq, revealed that cardiac pathologies induced by T1D and T2D exhibit a higher degree of consistent pathway changes compared to shared gene changes. Interventions targeting these common pathways may hold greater value in preventing and treating diabetic cardiomyopathy.
Related Concept Videos
Type II Diabetes I: Introduction
Type II Diabetes II: Pathophysiology
Type I Diabetes II: Pathophysiology
Heart Failure II: Pathophysiology
Cardiomyopathy III: Hypertrophic Cardiomyopathy
Cardiomyopathy II: Dilated Cardiomyopathy

