Identification of biomarkers in myocardial hypertrophy and fibrosis via integrated transcriptomic and phosphoproteomic profiling

Myocardial hypertrophy and fibrosis (MHF) are key structural changes in adverse cardiac remodeling. They are commonly observed in hypertension, metabolic disorders, and cardiomyopathies. These processes contribute to heart failure and sudden death, yet their molecular mechanisms remain unclear. We established in vivo and in vitro models of MHF and performed transcriptomic and label-free phosphoproteomic sequencing. These data were integrated with public single-cell RNA sequencing datasets. This multi-tier strategy enabled us to move beyond bulk-tissue signals and prioritize candidates based on cross-omics concordance and cell-type-specific expression. We identified five candidate biomarkers, CLIP2, PLA2G4A, PRRX1, SLAIN2, and XPO1. These candidates showed coordinated upregulation or downregulation at both the transcriptomic and phosphoproteomic levels. They were also specifically enriched in disease-relevant cardiac cell populations, including cardiomyocytes and fibroblasts. PRRX1 and PLA2G4A were enriched in fibrogenic fibroblast subsets and increased along activation trajectories. XPO1 and SLAIN2 were downregulated in cardiomyocytes and fibroblasts, suggesting impaired nuclear export and cytoskeletal regulation. Molecular docking revealed flurandrenolide and selinexor as potential modulators of PLA2G4A and XPO1 respectively. However, their cardiovascular safety and efficiency remain uncertain. Notably, the therapeutic implications of XPO1 modulation appear context-dependent, warranting careful evaluation of its functional role in specific MHF etiologies. Overall, these findings highlight novel targets and provide mechanistic insights into MHF progression.

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Publication Details

Journal
Scientific Reports
Published
2026-04-15
DOI
https://doi.org/10.1038/s41598-026-47797-9
Primary Topic
Cardiac Fibrosis and Remodeling
Type
article
Field-Weighted Citation Impact
0.00

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article

Identification of biomarkers in myocardial hypertrophy and fibrosis via integrated transcriptomic and phosphoproteomic profiling

Y S, Bingrong Zheng, Yayong Zhang, Shen Han et al.
Scientific Reports
Cardiac Fibrosis and Remodeling
article

Identification of biomarkers in myocardial hypertrophy and fibrosis via integrated transcriptomic and phosphoproteomic profiling

Y S, Bingrong Zheng, Yayong Zhang, Shen Han, Kang Luo, Li Li, Qifan Jing, Xingyuan Chen, Yunfeng Zi, Guangyuan Guo, Wenjuan Feng
article en

Abstract

Myocardial hypertrophy and fibrosis (MHF) are key structural changes in adverse cardiac remodeling. They are commonly observed in hypertension, metabolic disorders, and cardiomyopathies. These processes contribute to heart failure and sudden death, yet their molecular mechanisms remain unclear. We established in vivo and in vitro models of MHF and performed transcriptomic and label-free phosphoproteomic sequencing. These data were integrated with public single-cell RNA sequencing datasets. This multi-tier strategy enabled us to move beyond bulk-tissue signals and prioritize candidates based on cross-omics concordance and cell-type-specific expression. We identified five candidate biomarkers, CLIP2, PLA2G4A, PRRX1, SLAIN2, and XPO1. These candidates showed coordinated upregulation or downregulation at both the transcriptomic and phosphoproteomic levels. They were also specifically enriched in disease-relevant cardiac cell populations, including cardiomyocytes and fibroblasts. PRRX1 and PLA2G4A were enriched in fibrogenic fibroblast subsets and increased along activation trajectories. XPO1 and SLAIN2 were downregulated in cardiomyocytes and fibroblasts, suggesting impaired nuclear export and cytoskeletal regulation. Molecular docking revealed flurandrenolide and selinexor as potential modulators of PLA2G4A and XPO1 respectively. However, their cardiovascular safety and efficiency remain uncertain. Notably, the therapeutic implications of XPO1 modulation appear context-dependent, warranting careful evaluation of its functional role in specific MHF etiologies. Overall, these findings highlight novel targets and provide mechanistic insights into MHF progression.

Scientific Reports
Yunnan University (CN), Kunming Medical University (CN), Nanjing University of Science and Technology (CN), First Affiliated Hospital of Kunming Medical University (CN), Yan'an Hospital Affiliated To Kunming Medical University (CN)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 24%
Cardiac Fibrosis and Remodeling
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