Integrated Transcriptomic and Regulatory RNA Profiling Reflects Complex Pathophysiology and Uncovers a Conserved Gene Signature in End Stage Heart Failure

Amit Anand,Julius Punnen,U.M. Nagamalesh,Sabariya Selvam, Madhu Bysani, Ramya Venkatesh, Kriti Nawin, Shilpa Garg,Bagirath Raghuraman,Varun Shetty, Senthil Kumaran,Manoj Dokania,Pradeep Narayan,Ankita Udwadia,Kushan Gunawardhana,David Gordon,Manjunath Ramarao,Lei Zhao,Jyoti Gulia

Journal of Molecular and Cellular Cardiology Plus（2025）

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关键词

Heart failure with reduced ejection fraction (HFrEF),Ischemic cardiomyopathy (ICM),Non-ischemic cardiomyopathy (NICM),Heart failure transcriptomics,miRNA heart failure,Machine learning transcriptomics,miRNA-seq,Heart failure gene signature

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