Cargando…
Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes
DNA methylation (DNAm), a major element of epigenetics, plays critical roles in individual development. Reduced representation bisulfite sequencing (RRBS) is an effective and economical method for analyzing the DNA methylation of a single base. The aims of this study were to determine the DNAm profi...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5777775/ https://www.ncbi.nlm.nih.gov/pubmed/29383163 http://dx.doi.org/10.18632/oncotarget.23260 |
_version_ | 1783294245396807680 |
---|---|
author | Zhang, Xiaoyan Zhang, Sihuan Ma, Lin Jiang, Enhui Xu, Han Chen, Rui Yang, Qing Chen, Hong Li, Zhuanjian Lan, Xianyong |
author_facet | Zhang, Xiaoyan Zhang, Sihuan Ma, Lin Jiang, Enhui Xu, Han Chen, Rui Yang, Qing Chen, Hong Li, Zhuanjian Lan, Xianyong |
author_sort | Zhang, Xiaoyan |
collection | PubMed |
description | DNA methylation (DNAm), a major element of epigenetics, plays critical roles in individual development. Reduced representation bisulfite sequencing (RRBS) is an effective and economical method for analyzing the DNA methylation of a single base. The aims of this study were to determine the DNAm profiles of the methylation contexts (CGs and non-CGs) of lactation and dry periods of goat mammary glands using the RRBS, and to identify potential milk-related genes. The proportion of CG was the highest among all the sequence contexts. The highest CG levels (72.44% to 75.24%) occurred in the 3′ UTR region, followed by the gene body region (61.14% to 65.45%). The non-CG levels were low compared to the CG levels. Bioinformatic analysis demonstrated that the CGs were mainly enriched at high methylation levels (>90%), while non-CGs were enriched at low methylation levels. Methylation levels of 95 and 54 genes in the lactation period were up- or downregulated, respectively, relative to the dry period, such as PPARα, RXRα and NPY genes. The bisulfite sequencing PCR results showed that the methylation level of goat PPARα gene during the lactation period was significant lower than in the dry period, while the methylation level of the RXRα gene was lower in the dry period than in the lactation period. Meanwhile, the methylation levels of human PPARα and NPY genes were significantly higher in MCF-7 than in MCF-10A cells. These findings provide essential information for DNA methylation profiles of goat mammary gland and detect some potential milk-related genes in dairy goats. |
format | Online Article Text |
id | pubmed-5777775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-57777752018-01-30 Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes Zhang, Xiaoyan Zhang, Sihuan Ma, Lin Jiang, Enhui Xu, Han Chen, Rui Yang, Qing Chen, Hong Li, Zhuanjian Lan, Xianyong Oncotarget Research Paper DNA methylation (DNAm), a major element of epigenetics, plays critical roles in individual development. Reduced representation bisulfite sequencing (RRBS) is an effective and economical method for analyzing the DNA methylation of a single base. The aims of this study were to determine the DNAm profiles of the methylation contexts (CGs and non-CGs) of lactation and dry periods of goat mammary glands using the RRBS, and to identify potential milk-related genes. The proportion of CG was the highest among all the sequence contexts. The highest CG levels (72.44% to 75.24%) occurred in the 3′ UTR region, followed by the gene body region (61.14% to 65.45%). The non-CG levels were low compared to the CG levels. Bioinformatic analysis demonstrated that the CGs were mainly enriched at high methylation levels (>90%), while non-CGs were enriched at low methylation levels. Methylation levels of 95 and 54 genes in the lactation period were up- or downregulated, respectively, relative to the dry period, such as PPARα, RXRα and NPY genes. The bisulfite sequencing PCR results showed that the methylation level of goat PPARα gene during the lactation period was significant lower than in the dry period, while the methylation level of the RXRα gene was lower in the dry period than in the lactation period. Meanwhile, the methylation levels of human PPARα and NPY genes were significantly higher in MCF-7 than in MCF-10A cells. These findings provide essential information for DNA methylation profiles of goat mammary gland and detect some potential milk-related genes in dairy goats. Impact Journals LLC 2017-12-15 /pmc/articles/PMC5777775/ /pubmed/29383163 http://dx.doi.org/10.18632/oncotarget.23260 Text en Copyright: © 2017 Zhang et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Zhang, Xiaoyan Zhang, Sihuan Ma, Lin Jiang, Enhui Xu, Han Chen, Rui Yang, Qing Chen, Hong Li, Zhuanjian Lan, Xianyong Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes |
title | Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes |
title_full | Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes |
title_fullStr | Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes |
title_full_unstemmed | Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes |
title_short | Reduced representation bisulfite sequencing (RRBS) of dairy goat mammary glands reveals DNA methylation profiles of integrated genome-wide and critical milk-related genes |
title_sort | reduced representation bisulfite sequencing (rrbs) of dairy goat mammary glands reveals dna methylation profiles of integrated genome-wide and critical milk-related genes |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5777775/ https://www.ncbi.nlm.nih.gov/pubmed/29383163 http://dx.doi.org/10.18632/oncotarget.23260 |
work_keys_str_mv | AT zhangxiaoyan reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT zhangsihuan reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT malin reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT jiangenhui reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT xuhan reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT chenrui reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT yangqing reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT chenhong reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT lizhuanjian reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes AT lanxianyong reducedrepresentationbisulfitesequencingrrbsofdairygoatmammaryglandsrevealsdnamethylationprofilesofintegratedgenomewideandcriticalmilkrelatedgenes |