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Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo

Subclinical mastitis (SCM) in buffalo is one of the most challenging paradoxes for the dairy sector with very significant milk production losses and poses an imminent danger to milch animal’s milk-producing ability. We present here the genome-wide methylation specific to SCM in water buffalo and its...

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Autores principales: Nayan, Varij, Singh, Kalpana, Iquebal, Mir Asif, Jaiswal, Sarika, Bhardwaj, Anuradha, Singh, Chhama, Bhatia, Tanvi, Kumar, Sunil, Singh, Rakshita, Swaroop, M. N., Kumar, Rajesh, Phulia, S. K., Bharadwaj, Anurag, Datta, T. K., Rai, Anil, Kumar, Dinesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8965078/
https://www.ncbi.nlm.nih.gov/pubmed/35368672
http://dx.doi.org/10.3389/fgene.2022.828292
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author Nayan, Varij
Singh, Kalpana
Iquebal, Mir Asif
Jaiswal, Sarika
Bhardwaj, Anuradha
Singh, Chhama
Bhatia, Tanvi
Kumar, Sunil
Singh, Rakshita
Swaroop, M. N.
Kumar, Rajesh
Phulia, S. K.
Bharadwaj, Anurag
Datta, T. K.
Rai, Anil
Kumar, Dinesh
author_facet Nayan, Varij
Singh, Kalpana
Iquebal, Mir Asif
Jaiswal, Sarika
Bhardwaj, Anuradha
Singh, Chhama
Bhatia, Tanvi
Kumar, Sunil
Singh, Rakshita
Swaroop, M. N.
Kumar, Rajesh
Phulia, S. K.
Bharadwaj, Anurag
Datta, T. K.
Rai, Anil
Kumar, Dinesh
author_sort Nayan, Varij
collection PubMed
description Subclinical mastitis (SCM) in buffalo is one of the most challenging paradoxes for the dairy sector with very significant milk production losses and poses an imminent danger to milch animal’s milk-producing ability. We present here the genome-wide methylation specific to SCM in water buffalo and its consequential effect on the gene expression landscape for the first time. Whole-genome DNA methylation profiles from peripheral blood lymphocytes and gene expression profiles from milk somatic cells of healthy and SCM cases were catalogued from the MeDIP-Seq and RNA-Seq data. The average methylation in healthy buffaloes was found to be higher than that in the SCM-infected buffaloes. DNA methylation was abundant in the intergenic region followed by the intronic region in both healthy control and SCM groups. A total of 3,950 differentially methylated regions (DMRs) were identified and annotated to 370 differentially methylated genes (DMGs), most of which were enriched in the promoter region. Several important pathways were activated due to hypomethylation and belonged to the Staphylococcus aureus infection, Th17 cell differentiation, and antigen processing and presentation pathways along with others of defense responses. DNA methylome was compared with transcriptome to understand the regulatory role of DNA methylation on gene expression specific to SCM in buffaloes. A total of 4,778 significant differentially expressed genes (DEGs) were extracted in response to SCM, out of which 67 DMGs were also found to be differentially expressed, suggesting that during SCM, DNA methylation could be one of the epigenetic regulatory mechanisms of gene expression. Genes like CSF2RB, LOC102408349, C3 and PZP like, and CPAMD8 were found to be downregulated in our study, which are known to be involved in the immune response to SCM. Association of DNA methylation with transposable elements, miRNAs, and lncRNAs was also studied. The present study reports a buffalo SCM web resource (BSCM2TDb) available at http://webtom.cabgrid.res.in/BSCM2TDb that catalogues all the mastitis-related information of the analyses results of this study in a single place. This will be of immense use to buffalo researchers to understand the host–pathogen interaction involving SCM, which is required in endeavors of mastitis control and management.
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spelling pubmed-89650782022-03-31 Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo Nayan, Varij Singh, Kalpana Iquebal, Mir Asif Jaiswal, Sarika Bhardwaj, Anuradha Singh, Chhama Bhatia, Tanvi Kumar, Sunil Singh, Rakshita Swaroop, M. N. Kumar, Rajesh Phulia, S. K. Bharadwaj, Anurag Datta, T. K. Rai, Anil Kumar, Dinesh Front Genet Genetics Subclinical mastitis (SCM) in buffalo is one of the most challenging paradoxes for the dairy sector with very significant milk production losses and poses an imminent danger to milch animal’s milk-producing ability. We present here the genome-wide methylation specific to SCM in water buffalo and its consequential effect on the gene expression landscape for the first time. Whole-genome DNA methylation profiles from peripheral blood lymphocytes and gene expression profiles from milk somatic cells of healthy and SCM cases were catalogued from the MeDIP-Seq and RNA-Seq data. The average methylation in healthy buffaloes was found to be higher than that in the SCM-infected buffaloes. DNA methylation was abundant in the intergenic region followed by the intronic region in both healthy control and SCM groups. A total of 3,950 differentially methylated regions (DMRs) were identified and annotated to 370 differentially methylated genes (DMGs), most of which were enriched in the promoter region. Several important pathways were activated due to hypomethylation and belonged to the Staphylococcus aureus infection, Th17 cell differentiation, and antigen processing and presentation pathways along with others of defense responses. DNA methylome was compared with transcriptome to understand the regulatory role of DNA methylation on gene expression specific to SCM in buffaloes. A total of 4,778 significant differentially expressed genes (DEGs) were extracted in response to SCM, out of which 67 DMGs were also found to be differentially expressed, suggesting that during SCM, DNA methylation could be one of the epigenetic regulatory mechanisms of gene expression. Genes like CSF2RB, LOC102408349, C3 and PZP like, and CPAMD8 were found to be downregulated in our study, which are known to be involved in the immune response to SCM. Association of DNA methylation with transposable elements, miRNAs, and lncRNAs was also studied. The present study reports a buffalo SCM web resource (BSCM2TDb) available at http://webtom.cabgrid.res.in/BSCM2TDb that catalogues all the mastitis-related information of the analyses results of this study in a single place. This will be of immense use to buffalo researchers to understand the host–pathogen interaction involving SCM, which is required in endeavors of mastitis control and management. Frontiers Media S.A. 2022-03-15 /pmc/articles/PMC8965078/ /pubmed/35368672 http://dx.doi.org/10.3389/fgene.2022.828292 Text en Copyright © 2022 Nayan, Singh, Iquebal, Jaiswal, Bhardwaj, Singh, Bhatia, Kumar, Singh, Swaroop, Kumar, Phulia, Bharadwaj, Datta, Rai and Kumar. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Nayan, Varij
Singh, Kalpana
Iquebal, Mir Asif
Jaiswal, Sarika
Bhardwaj, Anuradha
Singh, Chhama
Bhatia, Tanvi
Kumar, Sunil
Singh, Rakshita
Swaroop, M. N.
Kumar, Rajesh
Phulia, S. K.
Bharadwaj, Anurag
Datta, T. K.
Rai, Anil
Kumar, Dinesh
Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo
title Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo
title_full Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo
title_fullStr Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo
title_full_unstemmed Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo
title_short Genome-Wide DNA Methylation and Its Effect on Gene Expression During Subclinical Mastitis in Water Buffalo
title_sort genome-wide dna methylation and its effect on gene expression during subclinical mastitis in water buffalo
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8965078/
https://www.ncbi.nlm.nih.gov/pubmed/35368672
http://dx.doi.org/10.3389/fgene.2022.828292
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