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Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein
BACKGROUND: Our previous research identified the Kruppel like factor 6 (KLF6) gene as a prospective candidate for milk production traits in dairy cattle. The expression of KLF6 in the livers of Holstein cows during the peak of lactation was significantly higher than that during the dry and early lac...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10685595/ https://www.ncbi.nlm.nih.gov/pubmed/38017423 http://dx.doi.org/10.1186/s12863-023-01175-w |
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author | Liu, Yanan Han, Bo Zheng, Weijie Peng, Peng Yang, Chendong Jiang, Guie Ma, Yabin Li, Jianming Ni, Junqing Sun, Dongxiao |
author_facet | Liu, Yanan Han, Bo Zheng, Weijie Peng, Peng Yang, Chendong Jiang, Guie Ma, Yabin Li, Jianming Ni, Junqing Sun, Dongxiao |
author_sort | Liu, Yanan |
collection | PubMed |
description | BACKGROUND: Our previous research identified the Kruppel like factor 6 (KLF6) gene as a prospective candidate for milk production traits in dairy cattle. The expression of KLF6 in the livers of Holstein cows during the peak of lactation was significantly higher than that during the dry and early lactation periods. Notably, it plays an essential role in activating peroxisome proliferator-activated receptor α (PPARα) signaling pathways. The primary aim of this study was to further substantiate whether the KLF6 gene has significant genetic effects on milk traits in dairy cattle. RESULTS: Through direct sequencing of PCR products with pooled DNA, we totally identified 12 single nucleotide polymorphisms (SNPs) within the KLF6 gene. The set of SNPs encompasses 7 located in 5′ flanking region, 2 located in exon 2 and 3 located in 3′ untranslated region (UTR). Of these, the g.44601035G > A is a missense mutation that resulting in the replacement of arginine (CGG) with glutamine (CAG), consequently leading to alterations in the secondary structure of the KLF6 protein, as predicted by SOPMA. The remaining 7 regulatory SNPs significantly impacted the transcriptional activity of KLF6 following mutation (P < 0.005), manifesting as changes in transcription factor binding sites. Additionally, 4 SNPs located in both the UTR and exons were predicted to influence the secondary structure of KLF6 mRNA using the RNAfold web server. Furthermore, we performed the genotype-phenotype association analysis using SAS 9.2 which found all the 12 SNPs were significantly correlated to milk yield, fat yield, fat percentage, protein yield and protein percentage within both the first and second lactations (P < 0.0001 ~ 0.0441). Also, with Haploview 4.2 software, we found the 12 SNPs linked closely and formed a haplotype block, which was strongly associated with five milk traits (P < 0.0001 ~ 0.0203). CONCLUSIONS: In summary, our study represented the KLF6 gene has significant impacts on milk yield and composition traits in dairy cattle. Among the identified SNPs, 7 were implicated in modulating milk traits by impacting transcriptional activity, 4 by altering mRNA secondary structure, and 1 by affecting the protein secondary structure of KLF6. These findings provided valuable molecular insights for genomic selection program of dairy cattle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12863-023-01175-w. |
format | Online Article Text |
id | pubmed-10685595 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106855952023-11-30 Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein Liu, Yanan Han, Bo Zheng, Weijie Peng, Peng Yang, Chendong Jiang, Guie Ma, Yabin Li, Jianming Ni, Junqing Sun, Dongxiao BMC Genom Data Research BACKGROUND: Our previous research identified the Kruppel like factor 6 (KLF6) gene as a prospective candidate for milk production traits in dairy cattle. The expression of KLF6 in the livers of Holstein cows during the peak of lactation was significantly higher than that during the dry and early lactation periods. Notably, it plays an essential role in activating peroxisome proliferator-activated receptor α (PPARα) signaling pathways. The primary aim of this study was to further substantiate whether the KLF6 gene has significant genetic effects on milk traits in dairy cattle. RESULTS: Through direct sequencing of PCR products with pooled DNA, we totally identified 12 single nucleotide polymorphisms (SNPs) within the KLF6 gene. The set of SNPs encompasses 7 located in 5′ flanking region, 2 located in exon 2 and 3 located in 3′ untranslated region (UTR). Of these, the g.44601035G > A is a missense mutation that resulting in the replacement of arginine (CGG) with glutamine (CAG), consequently leading to alterations in the secondary structure of the KLF6 protein, as predicted by SOPMA. The remaining 7 regulatory SNPs significantly impacted the transcriptional activity of KLF6 following mutation (P < 0.005), manifesting as changes in transcription factor binding sites. Additionally, 4 SNPs located in both the UTR and exons were predicted to influence the secondary structure of KLF6 mRNA using the RNAfold web server. Furthermore, we performed the genotype-phenotype association analysis using SAS 9.2 which found all the 12 SNPs were significantly correlated to milk yield, fat yield, fat percentage, protein yield and protein percentage within both the first and second lactations (P < 0.0001 ~ 0.0441). Also, with Haploview 4.2 software, we found the 12 SNPs linked closely and formed a haplotype block, which was strongly associated with five milk traits (P < 0.0001 ~ 0.0203). CONCLUSIONS: In summary, our study represented the KLF6 gene has significant impacts on milk yield and composition traits in dairy cattle. Among the identified SNPs, 7 were implicated in modulating milk traits by impacting transcriptional activity, 4 by altering mRNA secondary structure, and 1 by affecting the protein secondary structure of KLF6. These findings provided valuable molecular insights for genomic selection program of dairy cattle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12863-023-01175-w. BioMed Central 2023-11-28 /pmc/articles/PMC10685595/ /pubmed/38017423 http://dx.doi.org/10.1186/s12863-023-01175-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Liu, Yanan Han, Bo Zheng, Weijie Peng, Peng Yang, Chendong Jiang, Guie Ma, Yabin Li, Jianming Ni, Junqing Sun, Dongxiao Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein |
title | Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein |
title_full | Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein |
title_fullStr | Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein |
title_full_unstemmed | Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein |
title_short | Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein |
title_sort | identification of genetic associations and functional snps of bovine klf6 gene on milk production traits in chinese holstein |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10685595/ https://www.ncbi.nlm.nih.gov/pubmed/38017423 http://dx.doi.org/10.1186/s12863-023-01175-w |
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