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Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease
The combination of multiple omics approaches has emerged as an innovative holistic scope to provide a more comprehensive view of the molecular and physiological events underlying human diseases (including obesity, dyslipidemias, fatty liver, insulin resistance, and inflammation), as well as for eluc...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572439/ https://www.ncbi.nlm.nih.gov/pubmed/36235725 http://dx.doi.org/10.3390/nu14194074 |
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author | Ramos-Lopez, Omar Martinez, J. Alfredo Milagro, Fermin I. |
author_facet | Ramos-Lopez, Omar Martinez, J. Alfredo Milagro, Fermin I. |
author_sort | Ramos-Lopez, Omar |
collection | PubMed |
description | The combination of multiple omics approaches has emerged as an innovative holistic scope to provide a more comprehensive view of the molecular and physiological events underlying human diseases (including obesity, dyslipidemias, fatty liver, insulin resistance, and inflammation), as well as for elucidating unique and specific metabolic phenotypes. These omics technologies include genomics (polymorphisms and other structural genetic variants), epigenomics (DNA methylation, histone modifications, long non-coding RNA, telomere length), metagenomics (gut microbiota composition, enterotypes), transcriptomics (RNA expression patterns), proteomics (protein quantities), and metabolomics (metabolite profiles), as well as interactions with dietary/nutritional factors. Although more evidence is still necessary, it is expected that the incorporation of integrative omics could be useful not only for risk prediction and early diagnosis but also for guiding tailored dietary treatments and prognosis schemes. Some challenges include ethical and regulatory issues, the lack of robust and reproducible results due to methodological aspects, the high cost of omics methodologies, and high-dimensional data analyses and interpretation. In this review, we provide examples of system biology studies using multi-omics methodologies to unravel novel insights into the mechanisms and pathways connecting the genotype to clinically relevant traits and therapy outcomes for precision nutrition applications in health and disease. |
format | Online Article Text |
id | pubmed-9572439 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95724392022-10-17 Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease Ramos-Lopez, Omar Martinez, J. Alfredo Milagro, Fermin I. Nutrients Review The combination of multiple omics approaches has emerged as an innovative holistic scope to provide a more comprehensive view of the molecular and physiological events underlying human diseases (including obesity, dyslipidemias, fatty liver, insulin resistance, and inflammation), as well as for elucidating unique and specific metabolic phenotypes. These omics technologies include genomics (polymorphisms and other structural genetic variants), epigenomics (DNA methylation, histone modifications, long non-coding RNA, telomere length), metagenomics (gut microbiota composition, enterotypes), transcriptomics (RNA expression patterns), proteomics (protein quantities), and metabolomics (metabolite profiles), as well as interactions with dietary/nutritional factors. Although more evidence is still necessary, it is expected that the incorporation of integrative omics could be useful not only for risk prediction and early diagnosis but also for guiding tailored dietary treatments and prognosis schemes. Some challenges include ethical and regulatory issues, the lack of robust and reproducible results due to methodological aspects, the high cost of omics methodologies, and high-dimensional data analyses and interpretation. In this review, we provide examples of system biology studies using multi-omics methodologies to unravel novel insights into the mechanisms and pathways connecting the genotype to clinically relevant traits and therapy outcomes for precision nutrition applications in health and disease. MDPI 2022-09-30 /pmc/articles/PMC9572439/ /pubmed/36235725 http://dx.doi.org/10.3390/nu14194074 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Ramos-Lopez, Omar Martinez, J. Alfredo Milagro, Fermin I. Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease |
title | Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease |
title_full | Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease |
title_fullStr | Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease |
title_full_unstemmed | Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease |
title_short | Holistic Integration of Omics Tools for Precision Nutrition in Health and Disease |
title_sort | holistic integration of omics tools for precision nutrition in health and disease |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572439/ https://www.ncbi.nlm.nih.gov/pubmed/36235725 http://dx.doi.org/10.3390/nu14194074 |
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