Identification of genetic associations and functional SNPs of bovine KLF6 gene on milk production traits in Chinese holstein.

IF 1.9 Q3 GENETICS & HEREDITY BMC genomic data Pub Date : 2023-11-28 DOI:10.1186/s12863-023-01175-w
Yanan Liu, Bo Han, Weijie Zheng, Peng Peng, Chendong Yang, Guie Jiang, Yabin Ma, Jianming Li, Junqing Ni, Dongxiao Sun
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Abstract

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.

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中国荷斯坦牛KLF6基因与产奶量性状的遗传关联及功能snp鉴定。
背景:我们之前的研究发现Kruppel样因子6 (KLF6)基因是奶牛产奶性状的潜在候选基因。泌乳高峰期荷斯坦奶牛肝脏中KLF6的表达量显著高于泌乳干期和泌乳早期。值得注意的是,它在激活过氧化物酶体增殖物激活受体α (PPARα)信号通路中起重要作用。本研究的主要目的是进一步证实KLF6基因是否对奶牛的乳性状有显著的遗传影响。结果:通过对聚合DNA的PCR产物直接测序,我们共鉴定出KLF6基因内的12个单核苷酸多态性(snp)。这组snp包括7个位于5'侧翼区,2个位于外显子2,3个位于3'非翻译区(UTR)。其中,g.44601035G > A是一个错义突变,导致精氨酸(CGG)被谷氨酰胺(CAG)取代,从而导致KLF6蛋白二级结构的改变,正如SOPMA预测的那样。结论:综上所述,我们的研究表明KLF6基因对奶牛产奶量和组成性状有显著影响。在已鉴定的snp中,7个通过影响转录活性调控乳性状,4个通过改变mRNA二级结构,1个通过影响KLF6蛋白二级结构。这些发现为奶牛基因组选择提供了有价值的分子见解。
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