Cargando…

Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data

Lactation persistency and milk production are among the most economically important traits in the dairy industry. In this study, we explored the association of over 6.1 million imputed whole-genome sequence variants with lactation persistency (LP), milk yield (MILK), fat yield (FAT), fat percentage...

Descripción completa

Detalles Bibliográficos
Autores principales: Pedrosa, Victor B., Schenkel, Flavio S., Chen, Shi-Yi, Oliveira, Hinayah R., Casey, Theresa M., Melka, Melkaye G., Brito, Luiz F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8624223/
https://www.ncbi.nlm.nih.gov/pubmed/34828436
http://dx.doi.org/10.3390/genes12111830
_version_ 1784606121227452416
author Pedrosa, Victor B.
Schenkel, Flavio S.
Chen, Shi-Yi
Oliveira, Hinayah R.
Casey, Theresa M.
Melka, Melkaye G.
Brito, Luiz F.
author_facet Pedrosa, Victor B.
Schenkel, Flavio S.
Chen, Shi-Yi
Oliveira, Hinayah R.
Casey, Theresa M.
Melka, Melkaye G.
Brito, Luiz F.
author_sort Pedrosa, Victor B.
collection PubMed
description Lactation persistency and milk production are among the most economically important traits in the dairy industry. In this study, we explored the association of over 6.1 million imputed whole-genome sequence variants with lactation persistency (LP), milk yield (MILK), fat yield (FAT), fat percentage (FAT%), protein yield (PROT), and protein percentage (PROT%) in North American Holstein cattle. We identified 49, 3991, 2607, 4459, 805, and 5519 SNPs significantly associated with LP, MILK, FAT, FAT%, PROT, and PROT%, respectively. Various known associations were confirmed while several novel candidate genes were also revealed, including ARHGAP35, NPAS1, TMEM160, ZC3H4, SAE1, ZMIZ1, PPIF, LDB2, ABI3, SERPINB6, and SERPINB9 for LP; NIM1K, ZNF131, GABRG1, GABRA2, DCHS1, and SPIDR for MILK; NR6A1, OLFML2A, EXT2, POLD1, GOT1, and ETV6 for FAT; DPP6, LRRC26, and the KCN gene family for FAT%; CDC14A, RTCA, HSTN, and ODAM for PROT; and HERC3, HERC5, LALBA, CCL28, and NEURL1 for PROT%. Most of these genes are involved in relevant gene ontology (GO) terms such as fatty acid homeostasis, transporter regulator activity, response to progesterone and estradiol, response to steroid hormones, and lactation. The significant genomic regions found contribute to a better understanding of the molecular mechanisms related to LP and milk production in North American Holstein cattle.
format Online
Article
Text
id pubmed-8624223
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-86242232021-11-27 Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data Pedrosa, Victor B. Schenkel, Flavio S. Chen, Shi-Yi Oliveira, Hinayah R. Casey, Theresa M. Melka, Melkaye G. Brito, Luiz F. Genes (Basel) Article Lactation persistency and milk production are among the most economically important traits in the dairy industry. In this study, we explored the association of over 6.1 million imputed whole-genome sequence variants with lactation persistency (LP), milk yield (MILK), fat yield (FAT), fat percentage (FAT%), protein yield (PROT), and protein percentage (PROT%) in North American Holstein cattle. We identified 49, 3991, 2607, 4459, 805, and 5519 SNPs significantly associated with LP, MILK, FAT, FAT%, PROT, and PROT%, respectively. Various known associations were confirmed while several novel candidate genes were also revealed, including ARHGAP35, NPAS1, TMEM160, ZC3H4, SAE1, ZMIZ1, PPIF, LDB2, ABI3, SERPINB6, and SERPINB9 for LP; NIM1K, ZNF131, GABRG1, GABRA2, DCHS1, and SPIDR for MILK; NR6A1, OLFML2A, EXT2, POLD1, GOT1, and ETV6 for FAT; DPP6, LRRC26, and the KCN gene family for FAT%; CDC14A, RTCA, HSTN, and ODAM for PROT; and HERC3, HERC5, LALBA, CCL28, and NEURL1 for PROT%. Most of these genes are involved in relevant gene ontology (GO) terms such as fatty acid homeostasis, transporter regulator activity, response to progesterone and estradiol, response to steroid hormones, and lactation. The significant genomic regions found contribute to a better understanding of the molecular mechanisms related to LP and milk production in North American Holstein cattle. MDPI 2021-11-19 /pmc/articles/PMC8624223/ /pubmed/34828436 http://dx.doi.org/10.3390/genes12111830 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pedrosa, Victor B.
Schenkel, Flavio S.
Chen, Shi-Yi
Oliveira, Hinayah R.
Casey, Theresa M.
Melka, Melkaye G.
Brito, Luiz F.
Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
title Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
title_full Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
title_fullStr Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
title_full_unstemmed Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
title_short Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
title_sort genomewide association analyses of lactation persistency and milk production traits in holstein cattle based on imputed whole-genome sequence data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8624223/
https://www.ncbi.nlm.nih.gov/pubmed/34828436
http://dx.doi.org/10.3390/genes12111830
work_keys_str_mv AT pedrosavictorb genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata
AT schenkelflavios genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata
AT chenshiyi genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata
AT oliveirahinayahr genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata
AT caseytheresam genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata
AT melkamelkayeg genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata
AT britoluizf genomewideassociationanalysesoflactationpersistencyandmilkproductiontraitsinholsteincattlebasedonimputedwholegenomesequencedata