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DNA methylation biomarkers of future health outcomes in children

Biomarkers which predict future health outcomes are key to the goals of precision health. Such biomarkers do not have to be involved in the causal pathway of a disease, and their performance is best assessed using statistical tests of clinical performance and evaluation of net health impact. DNA met...

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Autores principales: Shanthikumar, Shivanthan, Neeland, Melanie R., Maksimovic, Jovana, Ranganathan, Sarath C., Saffery, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7343681/
https://www.ncbi.nlm.nih.gov/pubmed/32642955
http://dx.doi.org/10.1186/s40348-020-00099-0
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author Shanthikumar, Shivanthan
Neeland, Melanie R.
Maksimovic, Jovana
Ranganathan, Sarath C.
Saffery, Richard
author_facet Shanthikumar, Shivanthan
Neeland, Melanie R.
Maksimovic, Jovana
Ranganathan, Sarath C.
Saffery, Richard
author_sort Shanthikumar, Shivanthan
collection PubMed
description Biomarkers which predict future health outcomes are key to the goals of precision health. Such biomarkers do not have to be involved in the causal pathway of a disease, and their performance is best assessed using statistical tests of clinical performance and evaluation of net health impact. DNA methylation is the most commonly studied epigenetic process and represents a potential biomarker of future health outcomes. We review 25 studies in non-oncological paediatric conditions where DNA methylation biomarkers of future health outcomes are assessed. Whilst a number of positive findings have been described, the body of evidence is severely limited by issues with outcome measures, tissue-specific samples, accounting for sample cell type heterogeneity, lack of appropriate statistical testing, small effect sizes, limited validation, and no assessment of net health impact. Future studies should concentrate on careful study design to overcome these issues, and integration of DNA methylation data with other ‘omic’, clinical, and environmental data to generate the most clinically useful biomarkers of paediatric disease.
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spelling pubmed-73436812020-07-13 DNA methylation biomarkers of future health outcomes in children Shanthikumar, Shivanthan Neeland, Melanie R. Maksimovic, Jovana Ranganathan, Sarath C. Saffery, Richard Mol Cell Pediatr Review Biomarkers which predict future health outcomes are key to the goals of precision health. Such biomarkers do not have to be involved in the causal pathway of a disease, and their performance is best assessed using statistical tests of clinical performance and evaluation of net health impact. DNA methylation is the most commonly studied epigenetic process and represents a potential biomarker of future health outcomes. We review 25 studies in non-oncological paediatric conditions where DNA methylation biomarkers of future health outcomes are assessed. Whilst a number of positive findings have been described, the body of evidence is severely limited by issues with outcome measures, tissue-specific samples, accounting for sample cell type heterogeneity, lack of appropriate statistical testing, small effect sizes, limited validation, and no assessment of net health impact. Future studies should concentrate on careful study design to overcome these issues, and integration of DNA methylation data with other ‘omic’, clinical, and environmental data to generate the most clinically useful biomarkers of paediatric disease. Springer Berlin Heidelberg 2020-07-09 /pmc/articles/PMC7343681/ /pubmed/32642955 http://dx.doi.org/10.1186/s40348-020-00099-0 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Review
Shanthikumar, Shivanthan
Neeland, Melanie R.
Maksimovic, Jovana
Ranganathan, Sarath C.
Saffery, Richard
DNA methylation biomarkers of future health outcomes in children
title DNA methylation biomarkers of future health outcomes in children
title_full DNA methylation biomarkers of future health outcomes in children
title_fullStr DNA methylation biomarkers of future health outcomes in children
title_full_unstemmed DNA methylation biomarkers of future health outcomes in children
title_short DNA methylation biomarkers of future health outcomes in children
title_sort dna methylation biomarkers of future health outcomes in children
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7343681/
https://www.ncbi.nlm.nih.gov/pubmed/32642955
http://dx.doi.org/10.1186/s40348-020-00099-0
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