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全基因组关联研究揭示了马尔霍兹山羊产仔数的新候选基因。

Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats.

作者信息

Mahmoudi Peyman, Rashidi Amir, Nazari-Ghadikolaei Anahit, Rostamzadeh Jalal, Razmkabir Mohammad, Huson Heather Jay

机构信息

Department of Animal Science, Faculty of Agriculture, University of Kurdistan, Sanandaj, Iran.

Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, Uppsala, Sweden.

出版信息

Front Vet Sci. 2022 Nov 23;9:1045589. doi: 10.3389/fvets.2022.1045589. eCollection 2022.

Abstract

INTRODUCTION

The Markhoz goat is the only breed that can produce high-quality fiber called mohair in Iran; however, the size of its population has faced a dramatic decline during the last decades, mainly due to the reluctance of farmers to rear Markhoz goats caused by a reduction in goat production income. Litter size at birth (LSB) and weaning (LSW) are two economically important reproductive traits for local goat breeders and have the potential of increasing the population growth rate. The present study was aimed to identify possible genomic regions that are associated with LSB and LSW in Markhoz goats using a genome-wide association study (GWAS).

METHODS

To this end, 136 Markhoz goats with record(s) of kidding were selected for GWAS using the Illumina Caprine 50K bead chip. The individual breeding values (BV) of available LSB and LSW records estimated under an animal mixed model were used as the dependent variable in the GWAS, thereby incorporating repeated categorical variables of litter size.

RESULTS

Four SNPs on chromosomes 2, 20 and 21 were identified to be significantly associated (FDR < 0.05) with LSB after multiple testing correction under a Bayesian-information and Linkage-disequilibrium Iteratively Nested Keyway (BLINK) model. Least-square analysis was performed to investigate the effects of detected genotypes on LSB. Ultimately, the GWAS results introduced six candidate genes, including and in a 100 kb adjacent region of the identified SNPs. Previous studies proposed functional roles of and genes in reproductive processes; however, the role of other candidate genes in reproduction is not clear.

CONCLUSION

These findings warrant further investigation for use in marker-assisted selection programs in Markhoz goats.

摘要

引言

马尔霍兹山羊是伊朗唯一能生产名为马海毛的优质纤维的品种;然而,在过去几十年里,其种群数量急剧下降,主要原因是山羊生产收入减少,导致农民不愿饲养马尔霍兹山羊。出生时的产仔数(LSB)和断奶时的产仔数(LSW)是当地山羊养殖者在经济上重要的两个繁殖性状,具有提高种群增长率的潜力。本研究旨在通过全基因组关联研究(GWAS)确定马尔霍兹山羊中与LSB和LSW相关的可能基因组区域。

方法

为此,使用Illumina山羊50K芯片,选择了136只具有产羔记录的马尔霍兹山羊进行GWAS。在动物混合模型下估计的可用LSB和LSW记录的个体育种值(BV)被用作GWAS中的因变量,从而纳入产仔数的重复分类变量。

结果

在贝叶斯信息和连锁不平衡迭代嵌套键路(BLINK)模型下进行多次检验校正后,在2号、20号和21号染色体上鉴定出4个单核苷酸多态性(SNP)与LSB显著相关(错误发现率<0.05)。进行最小二乘分析以研究检测到的基因型对LSB的影响。最终,GWAS结果引入了6个候选基因,包括在所鉴定SNP的100 kb相邻区域内的基因。先前的研究提出了某些基因在生殖过程中的功能作用;然而,其他候选基因在生殖中的作用尚不清楚。

结论

这些发现值得进一步研究,以用于马尔霍兹山羊的标记辅助选择计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fd9/9727218/fcde5cb45da3/fvets-09-1045589-g0001.jpg

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