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Network Approaches for Charting the Transcriptomic and Epigenetic Landscape of the Developmental Origins of Health and Disease.

Authors :
Lombardo, Salvo Danilo
Wangsaputra, Ivan Fernando
Menche, Jörg
Stevens, Adam
Source :
Genes. May2022, Vol. 13 Issue 5, p764-764. 28p.
Publication Year :
2022

Abstract

The early developmental phase is of critical importance for human health and disease later in life. To decipher the molecular mechanisms at play, current biomedical research is increasingly relying on large quantities of diverse omics data. The integration and interpretation of the different datasets pose a critical challenge towards the holistic understanding of the complex biological processes that are involved in early development. In this review, we outline the major transcriptomic and epigenetic processes and the respective datasets that are most relevant for studying the periconceptional period. We cover both basic data processing and analysis steps, as well as more advanced data integration methods. A particular focus is given to network-based methods. Finally, we review the medical applications of such integrative analyses. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20734425
Volume :
13
Issue :
5
Database :
Academic Search Index
Journal :
Genes
Publication Type :
Academic Journal
Accession number :
157238198
Full Text :
https://doi.org/10.3390/genes13050764