ArticleCell systems2017
Systems Genetics Approach Identifies Gene Pathways and Adamts2 as Drivers of Isoproterenol-Induced Cardiac Hypertrophy and Cardiomyopathy in Mice.
Article in Cell systems, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed, 52 citations in OpenAlex.
- Article
- Xijiaqi Formula attenuates myocardial infarction-induced chronic heart failure by inhibiting TGF-β1/Smads-mediated fibroblast activation.Pharmaceutical biology · 2026Article
- Article
- ADAM and ADAMTS proteases as integrative hubs in heart failure pathogenesis and therapy.iScience · 2026Review
- Genetic determinants of heart failure susceptibility and response in the collaborative cross mouse population.Genetics · 2026Article
- A systems genetics approach to uncover mitochondrial drivers of heart failure reveals mitochondria-nuclear cross talk in genetically diverse mouse strains.bioRxiv : the preprint server for biology · 2025Article
- Mapping DNA methylation to cardiac pathologies induced by beta-adrenergic stimulation in a large panel of mice.Epigenetics · 2025Article
- ADAMTS2: More than a procollagen N-proteinase.Genes & diseases · 2025Review
- Translational Control in Cardiac Pathophysiology and Therapeutic Development: When mRNA Meets the Heart.International journal of molecular sciences · 2025Review
- Collagen V regulates renal function after kidney injury and can be pharmacologically targeted to enhance kidney repair in mice.Science translational medicine · 2025Article
- Cardiac Fibrosis in the Multi-Omics Era: Implications for Heart Failure.Circulation research · 2025Review
- mTORC1 hyperactivation and resultant suppression of macroautophagy contribute to the induction of cardiomyocyte necroptosis by catecholamine surges.Physiological reports · 2024Article
- Article
- Targeting gut microbiota-derived kynurenine to predict and protect the remodeling of the pressure-overloaded young heart.Science advances · 2023Article
- Article
- Article
- Cardioprotective and hypotensive mechanistic insights of hydroethanolic extract ofFrontiers in pharmacology · 2023Article
- Proteome-wide systems genetics identifies UFMylation as a regulator of skeletal muscle function.eLife · 2022Article
- Cardiac micro-RNA and transcriptomic profile of a novel swine model of chronic kidney disease and left ventricular diastolic dysfunction.American journal of physiology. Heart and circulatory physiology · 2022Article
- ADAM and ADAMTS disintegrin and metalloproteinases as major factors and molecular targets in vascular malfunction and disease.Advances in pharmacology (San Diego, Calif.) · 2022Article
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
We previously reported a genetic analysis of heart failure traits in a population of inbred mouse strains treated with isoproterenol to mimic catecholamine-driven cardiac hypertrophy. Here, we apply a co-expression network algorithm, wMICA, to perform a systems-level analysis of left ventricular transcriptomes from these mice. We describe the features of the overall network but focus on a module identified in treated hearts that is strongly related to cardiac hypertrophy and pathological remodeling. Using the causal modeling algorithm NEO, we identified the gene Adamts2 as a putative regulator of this module and validated the predictive value of NEO using small interfering RNA-mediated knockdown in neonatal rat ventricular myocytes. Adamts2 silencing regulated the expression of the genes residing within the module and impaired isoproterenol-induced cellular hypertrophy. Our results provide a view of higher order interactions in heart failure with potential for diagnostic and therapeutic insights.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.