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DNA epigenetic marks are linked to embryo aberrations in amphipods
Linking exposure to environmental stress factors with diseases is crucial for proposing preventive and regulatory actions. Upon exposure to anthropogenic chemicals, covalent modifications on the genome can drive developmental and reproductive disorders in wild populations, with subsequent effects on...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971077/ https://www.ncbi.nlm.nih.gov/pubmed/31959811 http://dx.doi.org/10.1038/s41598-020-57465-1 |
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author | Gorokhova, Elena Martella, Giulia Motwani, Nisha H. Tretyakova, Natalia Y. Sundelin, Brita Motwani, Hitesh V. |
author_facet | Gorokhova, Elena Martella, Giulia Motwani, Nisha H. Tretyakova, Natalia Y. Sundelin, Brita Motwani, Hitesh V. |
author_sort | Gorokhova, Elena |
collection | PubMed |
description | Linking exposure to environmental stress factors with diseases is crucial for proposing preventive and regulatory actions. Upon exposure to anthropogenic chemicals, covalent modifications on the genome can drive developmental and reproductive disorders in wild populations, with subsequent effects on the population persistence. Hence, screening of chemical modifications on DNA can be used to provide information on the probability of such disorders in populations of concern. Using a high-resolution mass spectrometry methodology, we identified DNA nucleoside adducts in gravid females of the Baltic amphipods Monoporeia affinis, and linked the adduct profiles to the frequency of embryo malformations in the broods. Twenty-three putative nucleoside adducts were detected in the females and their embryos, and eight modifications were structurally identified using high-resolution accurate mass data. To identify which adducts were significantly associated with embryo malformations, partial least squares regression (PLSR) modelling was applied. The PLSR model yielded three adducts as the key predictors: methylation at two different positions of the DNA (5-methyl-2′-deoxycytidine and N(6)-methyl-2′-deoxyadenosine) representing epigenetic marks, and a structurally unidentified nucleoside adduct. These adducts predicted the elevated frequency of the malformations with a high classification accuracy (84%). To the best of our knowledge, this is the first application of DNA adductomics for identification of contaminant-induced malformations in field-collected animals. The method can be adapted for a broad range of species and evolve as a new omics tool in environmental health assessment. |
format | Online Article Text |
id | pubmed-6971077 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-69710772020-01-27 DNA epigenetic marks are linked to embryo aberrations in amphipods Gorokhova, Elena Martella, Giulia Motwani, Nisha H. Tretyakova, Natalia Y. Sundelin, Brita Motwani, Hitesh V. Sci Rep Article Linking exposure to environmental stress factors with diseases is crucial for proposing preventive and regulatory actions. Upon exposure to anthropogenic chemicals, covalent modifications on the genome can drive developmental and reproductive disorders in wild populations, with subsequent effects on the population persistence. Hence, screening of chemical modifications on DNA can be used to provide information on the probability of such disorders in populations of concern. Using a high-resolution mass spectrometry methodology, we identified DNA nucleoside adducts in gravid females of the Baltic amphipods Monoporeia affinis, and linked the adduct profiles to the frequency of embryo malformations in the broods. Twenty-three putative nucleoside adducts were detected in the females and their embryos, and eight modifications were structurally identified using high-resolution accurate mass data. To identify which adducts were significantly associated with embryo malformations, partial least squares regression (PLSR) modelling was applied. The PLSR model yielded three adducts as the key predictors: methylation at two different positions of the DNA (5-methyl-2′-deoxycytidine and N(6)-methyl-2′-deoxyadenosine) representing epigenetic marks, and a structurally unidentified nucleoside adduct. These adducts predicted the elevated frequency of the malformations with a high classification accuracy (84%). To the best of our knowledge, this is the first application of DNA adductomics for identification of contaminant-induced malformations in field-collected animals. The method can be adapted for a broad range of species and evolve as a new omics tool in environmental health assessment. Nature Publishing Group UK 2020-01-20 /pmc/articles/PMC6971077/ /pubmed/31959811 http://dx.doi.org/10.1038/s41598-020-57465-1 Text en © The Author(s) 2020 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Gorokhova, Elena Martella, Giulia Motwani, Nisha H. Tretyakova, Natalia Y. Sundelin, Brita Motwani, Hitesh V. DNA epigenetic marks are linked to embryo aberrations in amphipods |
title | DNA epigenetic marks are linked to embryo aberrations in amphipods |
title_full | DNA epigenetic marks are linked to embryo aberrations in amphipods |
title_fullStr | DNA epigenetic marks are linked to embryo aberrations in amphipods |
title_full_unstemmed | DNA epigenetic marks are linked to embryo aberrations in amphipods |
title_short | DNA epigenetic marks are linked to embryo aberrations in amphipods |
title_sort | dna epigenetic marks are linked to embryo aberrations in amphipods |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971077/ https://www.ncbi.nlm.nih.gov/pubmed/31959811 http://dx.doi.org/10.1038/s41598-020-57465-1 |
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