Translating multi-omics into healthcare: requisites for scalable and equitable implementation

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Authors: Biruté Tumiene, David R. Adams, Robert J. Allaway, María J. Barrero, Chun‐Hung Chan, Víctor Faùndes, Vanessa S. Fear, Polina Glezer, Claudia Fuchs, Tudor Groza, Elisa J. F. Houwink, Saumya Shekhar Jamuar
+9 more Mary Catherine V. Letinturier, Richa Madan Lomash, Ratna Dua Puri, Juergen Reichardt, Ruty Mehrian-Shai, Francois H. van der Westhuizen, Gaurav K. Varshney, Shinya Yamamoto, Gareth Baynam
Cited by: 2
References: 79

Abstract

Multi-omics in combination with advanced computational methodologies synthesizes diverse omics data to provide deeper insights into molecular interactions and offers transformative potential for unravelling phenomenon behind disease complexities, improving diagnostics, disease prevention, and personalized treatments. This integrative strategy enables our understanding of gene-environment relationships, chronic disease progression, and the intricate molecular pathways involved in health. Effective multi-omics analyses require robust data sharing, accessibility, interoperability, and governance, which are critical for linking genomic elements to phenotypic traits. The Global Alliance for Genomics and Health advocates for responsible data-sharing practices, by promoting key principles such as transparency and equity. By emphasizing a collaborative approach to data utilization, our proposed framework seeks to advance improved disease prevention and treatment strategies. Multi-disciplinary collaboration, encompassing researchers, clinicians, policy makers, and patient representatives, is pivotal for driving innovation and addressing rare disease diagnostics. The success of multi-omics applications hinges on the establishment of comprehensive datasets, understanding the functional implications of multi-omic variation, adherence to findable, accessible, interoperable, reusable (FAIR) and Collective Benefit, Authority to Control, Responsibility, and Ethics (CARE) principles, and the strengthening of global genomic commons, benefiting scientific research, drug development, and broader health initiatives. Our review highlights essential components of multi-omics integration, underscoring its potential to transform the landscape of precision medicine and improved patient outcomes worldwide.

Fields of Study & Subjects

Genetic Associations and Epidemiology Genomics and Rare Diseases Bioinformatics and Genomic Networks

Publication details

Journal / source
Human Genomics
Publisher
Springer Science and Business Media LLC
Volume
20
Issue
1
Publication date
25 March 2026
Language
EN