Prediction of single-cell mechanisms for disease progression in hypertrophic remodelling by a trans-omics approach

Abstract Heart failure is a heterogeneous disease with multiple risk factors and various pathophysiological types, which makes it difficult to understand the molecular mechanisms involved. In this study, we proposed a trans-omics approach for predicting molecular pathological mechanisms of heart fai...

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Bibliographic Details
Main Authors: Momoko Hamano, Seitaro Nomura, Midori Iida, Issei Komuro, Yoshihiro Yamanishi
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-86821-y