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Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease

Inter-individual variability has been a major hurdle to optimize disease management. Precision medicine holds promise for improving health and healthcare via tailor-made therapeutic strategies. Herein, we outline the paradigm of “pharmacometabolomics-aided pharmacogenomics” in autoimmune diseases. W...

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Autores principales: Katsila, Theodora, Konstantinou, Evangelia, Lavda, Ioanna, Malakis, Harilaos, Papantoni, Ioanna, Skondra, Lamprini, Patrinos, George P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4816847/
https://www.ncbi.nlm.nih.gov/pubmed/27077110
http://dx.doi.org/10.1016/j.ebiom.2016.02.001
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author Katsila, Theodora
Konstantinou, Evangelia
Lavda, Ioanna
Malakis, Harilaos
Papantoni, Ioanna
Skondra, Lamprini
Patrinos, George P.
author_facet Katsila, Theodora
Konstantinou, Evangelia
Lavda, Ioanna
Malakis, Harilaos
Papantoni, Ioanna
Skondra, Lamprini
Patrinos, George P.
author_sort Katsila, Theodora
collection PubMed
description Inter-individual variability has been a major hurdle to optimize disease management. Precision medicine holds promise for improving health and healthcare via tailor-made therapeutic strategies. Herein, we outline the paradigm of “pharmacometabolomics-aided pharmacogenomics” in autoimmune diseases. We envisage merging pharmacometabolomic and pharmacogenomic data (to address the interplay of genomic and environmental influences) with information technologies to facilitate data analysis as well as sense- and decision-making on the basis of synergy between artificial and human intelligence. Humans can detect patterns, which computer algorithms may fail to do so, whereas data-intensive and cognitively complex settings and processes limit human ability. We propose that better-informed, rapid and cost-effective omics studies need the implementation of holistic and multidisciplinary approaches.
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spelling pubmed-48168472016-04-13 Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease Katsila, Theodora Konstantinou, Evangelia Lavda, Ioanna Malakis, Harilaos Papantoni, Ioanna Skondra, Lamprini Patrinos, George P. EBioMedicine Review Inter-individual variability has been a major hurdle to optimize disease management. Precision medicine holds promise for improving health and healthcare via tailor-made therapeutic strategies. Herein, we outline the paradigm of “pharmacometabolomics-aided pharmacogenomics” in autoimmune diseases. We envisage merging pharmacometabolomic and pharmacogenomic data (to address the interplay of genomic and environmental influences) with information technologies to facilitate data analysis as well as sense- and decision-making on the basis of synergy between artificial and human intelligence. Humans can detect patterns, which computer algorithms may fail to do so, whereas data-intensive and cognitively complex settings and processes limit human ability. We propose that better-informed, rapid and cost-effective omics studies need the implementation of holistic and multidisciplinary approaches. Elsevier 2016-02-02 /pmc/articles/PMC4816847/ /pubmed/27077110 http://dx.doi.org/10.1016/j.ebiom.2016.02.001 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Review
Katsila, Theodora
Konstantinou, Evangelia
Lavda, Ioanna
Malakis, Harilaos
Papantoni, Ioanna
Skondra, Lamprini
Patrinos, George P.
Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease
title Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease
title_full Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease
title_fullStr Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease
title_full_unstemmed Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease
title_short Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease
title_sort pharmacometabolomics-aided pharmacogenomics in autoimmune disease
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4816847/
https://www.ncbi.nlm.nih.gov/pubmed/27077110
http://dx.doi.org/10.1016/j.ebiom.2016.02.001
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