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.

Zilocchi, M., Wang, C., Babu, M., Li, J. (2021). A panoramic view of proteomics and multiomics in precision health. ISCIENCE, 24(8) [10.1016/j.isci.2021.102925].

A panoramic view of proteomics and multiomics in precision health

Zilocchi M.;
2021

Abstract

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.
Articolo in rivista - Review Essay
Genomics; Machine learning; Proteomics; Systems biology;
English
2021
24
8
102925
open
Zilocchi, M., Wang, C., Babu, M., Li, J. (2021). A panoramic view of proteomics and multiomics in precision health. ISCIENCE, 24(8) [10.1016/j.isci.2021.102925].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/413709
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