Integrated-omics analysis with explainable deep networks on pathobiology of infant bronchiolitis

Abstract Bronchiolitis is the leading cause of infant hospitalization. However, the molecular networks driving bronchiolitis pathobiology remain unknown. Integrative molecular networks, including the transcriptome and metabolome, can identify functional and regulatory pathways contributing to diseas...

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Bibliographic Details
Main Authors: Tadao Ooka, Naoto Usuyama, Ryohei Shibata, Michihito Kyo, Jonathan M. Mansbach, Zhaozhong Zhu, Carlos A. Camargo, Kohei Hasegawa
Format: Article
Language:English
Published: Nature Portfolio 2024-08-01
Series:npj Systems Biology and Applications
Online Access:https://doi.org/10.1038/s41540-024-00420-x