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

Salvo Danilo Lombardo, Ivan Fernando Wangsaputra, Jörg Menche, Adam Stevens

Veröffentlichungen: Beitrag in FachzeitschriftReviewPeer Reviewed

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 pericon-ceptional 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.

OriginalspracheEnglisch
Aufsatznummer764
FachzeitschriftGenes
Jahrgang13
Ausgabenummer5
DOIs
PublikationsstatusVeröffentlicht - Mai 2022

ÖFOS 2012

  • 102004 Bioinformatik

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