Genome-wide association analysis revealed new QTL and candidate genes affecting the teat number in Dutch Large White pigs

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Michao Deng, Zijian Qiu, Chenxi Liu, Lijing Zhong, Xinfeng Fan, Yuquan Han, Ran Wang, Pinghua Li, Ruihua Huang, Qingbo Zhao
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引用次数: 0

Abstract

Teat number (TNUM) is an important reproductive trait of sows, which affects the weaning survival rate of piglets. In this study, 1166 Dutch Large White pigs with TNUM phenotype were used as the research object. These pigs were genotyped by 50K SNP chip and the chip data were further imputed to the resequencing level. The estimated heritabilities of left teat number (LTN), right teat number (RTN) and total teat number (TTN) were 0.21, 0.19 and 0.3, respectively. Based on chip data, significant SNPs for RTN on SSC2, SSC5, SSC9 and SSC13 were identified using genome-wide association analysis (GWAS). Significant SNPs for TTN were identified on SSC2, SSC5 and SSC7. Based on imputed data, the GWAS identified a significant SNP (rs329158522) for LTN on SSC17, two significant SNPs (rs342855242 and rs80813115) for RTN on SSC2 and SSC9, and two significant SNPs (rs327003548 and rs326943811) for TTN on SSC5 and SSC6. Among them, four novel QTL were discovered. The Bayesian fine-mapping method was used to fine map the QTL identified in the GWAS of the imputed data, and the confidence intervals of QTL affecting LTN (SSC17: 45.22–46.20 Mb), RTN (SSC9: 122.18–122.80 Mb) and TTN (SSC5: 14.01–15.91 Mb, SSC6: 120.06–121.25 Mb) were detected. A total of 52 candidate genes were obtained. Furthermore, we identified five candidate genes, WNT10B, AQP5, FMNL3, NUAK1 and CKAP4, for the first time, which involved in breast development and other related functions by gene annotation. Overall, this study provides new molecular markers for the breeding of teat number in pigs.

Abstract Image

全基因组关联分析揭示了影响荷兰大白猪乳头数的新 QTL 和候选基因。
乳头数(TNUM)是母猪的一个重要繁殖性状,会影响仔猪的断奶成活率。本研究以 1166 头具有 TNUM 表型的荷兰大白猪为研究对象。这些猪通过 50K SNP 芯片进行了基因分型,并将芯片数据进一步推算到重测序水平。左乳头数(LTN)、右乳头数(RTN)和总乳头数(TTN)的估计遗传率分别为 0.21、0.19 和 0.3。根据芯片数据,利用全基因组关联分析(GWAS)确定了 SSC2、SSC5、SSC9 和 SSC13 上与 RTN 有关的显著 SNPs。在 SSC2、SSC5 和 SSC7 上发现了对 TTN 有影响的 SNPs。根据估算数据,GWAS 在 SSC17 上发现了一个 LTN 的显著 SNP(rs329158522),在 SSC2 和 SSC9 上发现了两个 RTN 的显著 SNP(rs342855242 和 rs80813115),在 SSC5 和 SSC6 上发现了两个 TTN 的显著 SNP(rs327003548 和 rs326943811)。其中,发现了四个新的 QTL。利用贝叶斯精细作图法对估算数据的 GWAS 中发现的 QTL 进行精细作图,发现了影响 LTN(SSC17:45.22-46.20 Mb)、RTN(SSC9:122.18-122.80 Mb)和 TTN(SSC5:14.01-15.91 Mb,SSC6:120.06-121.25 Mb)的 QTL 的置信区间。共获得 52 个候选基因。此外,通过基因注释,我们首次发现了 WNT10B、AQP5、FMNL3、NUAK1 和 CKAP4 五个候选基因,它们参与了乳腺发育及其他相关功能。总之,本研究为猪乳头数的育种提供了新的分子标记。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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