Comprehensive genotyping analysis of single nucleotide polymorphisms responsible for beef marbling in Japanese Black cattle.

IF 1.9 Q3 GENETICS & HEREDITY BMC genomic data Pub Date : 2024-02-09 DOI:10.1186/s12863-024-01199-w
Shinji Sasazaki, Hina Kondo, Yurika Moriishi, Fuki Kawaguchi, Kenji Oyama, Hideyuki Mannen
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Abstract

Background: Beef marbling is considered a desirable trait in the meat industry. Therefore, understanding the genetic factors that cause marbling is important. Previously, we performed a genome-wide association study to examine genetic factors associated with beef marbling in Japanese Black cattle and identified a candidate region between 10-30 Mbp on chromosome 7. We verified the effect of the SNPs in this region on beef marbling using linkage disequilibrium block analysis. We narrowed down the candidate region to a range of 15.8-16.1 Mbp. In this study, we comprehensively detected all of the SNPs in this region and verified their effects on beef marbling.

Results: Genome resequencing using four animals exhibiting high beef marbling standard (BMS) and four with low BMS revealed a total of 1,846 polymorphisms within the candidate region. Based on the annotation, we selected 13 SNPs exhibiting a moderate impact, as no high-impact SNPs were detected. All of the SNPs represented missense polymorphisms and were located in the following seven genes: RDH8, ANGPTL6, DNMT1, MRPL4, ICAM1, ICAM3, and ICAM5. Finally, we determined the effects of these SNPs on the BMS of a Japanese Black cattle population (n = 529). Analysis of variance revealed that the five SNPs were located in genes encoding the intercellular adhesion molecules (ICAM1, ICAM3, and ICAM5), and showed a highly significant association compared with the remainder (p < 0.01). The lowest p-value was observed for ICAM3_c.739G > A (p = 1.18E-04). Previous studies have suggested that intercellular adhesion molecules (ICAM) may be an upstream factor that regulates adipocyte differentiation. Therefore, considering the polymorphism and putative gene function, we suggest that ICAM1 is potentially responsible for beef marbling. c.470C > G and/or c.994G > A on ICAM1 may be responsible for this quantitative trait locus.

Conclusions: Promising SNP candidates responsible for beef marbling were identified using extensive polymorphism verification in a previously reported QTL region. We aim to elucidate the mechanism of beef marbling in future studies by investigating how these polymorphisms alter protein structure and function.

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对造成日本黑牛牛肉大理石纹理的单核苷酸多态性进行综合基因分型分析。
背景:牛肉的大理石纹被认为是肉类行业的理想性状。因此,了解导致大理石纹的遗传因素非常重要。此前,我们进行了一项全基因组关联研究,以考察与日本黑牛大理石纹相关的遗传因素,并在 7 号染色体上发现了一个介于 10-30 Mbp 之间的候选区域。我们利用连锁不平衡区组分析验证了该区域的 SNPs 对牛肉大理石纹的影响。我们将候选区域的范围缩小到了 15.8-16.1 Mbp。在本研究中,我们全面检测了该区域的所有 SNPs,并验证了它们对牛肉大理石纹的影响:结果:使用四只高牛肉大理石纹标准(BMS)和四只低BMS的动物进行基因组重测序,发现候选区域内共有1,846个多态性。根据注释,我们选择了 13 个具有中等影响的 SNP,因为没有检测到高影响 SNP。所有 SNP 都是错义多态性,位于以下 7 个基因中:RDH8、ANGPTL6、DNMT1、MRPL4、ICAM1、ICAM3 和 ICAM5。最后,我们确定了这些 SNP 对日本黑牛群体(n = 529)BMS 的影响。方差分析显示,这五个 SNPs 位于编码细胞间粘附分子(ICAM1、ICAM3 和 ICAM5)的基因中,与其余基因相比具有高度显著的相关性(p A (p = 1.18E-04))。先前的研究表明,细胞间粘附分子(ICAM)可能是调节脂肪细胞分化的上游因子。因此,考虑到该多态性和推测的基因功能,我们认为 ICAM1 可能是造成牛肉大理石纹的原因:结论:通过对先前报告的 QTL 区域进行广泛的多态性验证,我们发现了可能对牛肉大理石纹负责的 SNP 候选基因。我们希望通过研究这些多态性如何改变蛋白质的结构和功能,在未来的研究中阐明牛肉大理石纹的机理。
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