iScience
Volume 24, Issue 8, 20 August 2021, 102925
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Perspective
A panoramic view of proteomics and multiomics in precision health

https://doi.org/10.1016/j.isci.2021.102925Get rights and content
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Summary

Health is often qualitatively defined as a status free from disease and its quantitative definition requires finding the boundary separating health from pathological conditions. Since many complex diseases have a strong genetic component, substantial efforts have been made to sequence large-scale personal genomes; however, we are not yet able to effectively quantify health status from personal genomes. Since mutational impacts are ultimately manifested at the protein level, we envision that introducing a panoramic proteomic view of complex diseases will allow us to mechanistically understand the molecular etiologies of human diseases. In this perspective article, we will highlight key proteomic approaches to identify pathogenic mutations and map their convergent pathways underlying disease pathogenesis and the integration of omics data at multiple levels to define the borderline between health and disease.

Subject areas

Systems biology
Genomics
Proteomics
Machine learning

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