Department of Animal Science, School of Agricultural and Veterinarian Sciences, FCAV/UNESP - Sao Paulo State University, Jaboticabal, Sao Paulo, Brazil.
The University of Queensland, School of Chemistry and Molecular Biosciences, St Lucia, Queensland, Australia.
J Anim Sci. 2019 Jul 2;97(7):3027-3033. doi: 10.1093/jas/skz121.
An efficient strategy to improve QTL detection power is performing across-breed validation studies. Variants segregating across breeds are expected to be in high linkage disequilibrium (LD) with causal mutations affecting economically important traits. The aim of this study was to validate, in a Tropical Composite cattle (TC) population, QTL associations identified for sexual precocity traits in a Nellore and Brahman meta-analysis genome-wide association study. In total, 2,816 TC, 8,001 Nellore, and 2,210 Brahman animals were available for the analysis. For that, genomic regions significantly associated with puberty traits in the meta-analysis study were validated for the following sexual precocity traits in TC: age at first corpus luteum (AGECL), first postpartum anestrus interval (PPAI), and scrotal circumference at 18 months of age (SC). We considered validated QTL those underpinned by significant markers from the Nellore and Brahman meta-analysis (P ≤ 10-4) that were also significant for a TC trait, i.e., presenting a P-value of ≤10-3 for AGECL, PPAI, or SC. We also considered as validated QTL those regions where significant markers in the reference population were at ±250 kb from significant markers in the validation population. Using this criteria, 49 SNP were validated for AGECL, 4 for PPAI, and 14 for SC, from which 5 were in common with AGECL, totaling 62 validated SNP for these traits and 30 candidate genes surrounding them. Considering just candidate genes closest to the top SNP of each chromosome, for AGECL 8 candidate genes were identified: COL8A1, PENK, ENSBTAG00000047425, BPNT1, ADAMTS17, CCHCR1, SUFU, and ENSBTAG00000046374. For PPAI, 3 genes emerged as candidates (PCBP3, KCNK10, and MRPS5), and for SC 8 candidate genes were identified (SNORA70, TRAC, ASS1, BPNT1, LRRK1, PKHD1, PTPRM, and ENSBTAG00000045690). Several candidate regions presented here were previously associated with puberty traits in cattle. The majority of emerging candidate genes are related to biological processes involved in reproductive events, such as maintenance of gestation, and some are known to be expressed in reproductive tissues. Our results suggested that some QTL controlling early puberty seem to be segregating across cattle breeds adapted to tropical conditions.
一种提高 QTL 检测能力的有效策略是进行跨品种验证研究。预计在不同品种中分离的变异与影响经济重要性状的因果突变处于高度连锁不平衡(LD)状态。本研究的目的是在热带复合牛(TC)群体中验证Nellore 和 Brahman 元分析全基因组关联研究中鉴定的性早熟性状的 QTL 关联。总共分析了 2816 头 TC、8001 头 Nellore 和 2210 头 Brahman 动物。为此,对于元分析研究中与青春期性状显著相关的基因组区域,在 TC 中进行了以下性早熟性状的验证:首次黄体出现年龄(AGECL)、首次产后无发情间隔(PPAI)和 18 月龄阴囊周长(SC)。我们认为,那些由 Nellore 和 Brahman 元分析中显著标记(P ≤ 10-4)支持的 QTL 是 TC 性状的显著标记,即 AGECL、PPAI 或 SC 的 P 值≤10-3。我们还认为,那些在参考群体中显著标记与验证群体中显著标记之间的距离在±250 kb 内的区域也是有效的 QTL。使用该标准,为 AGECL 验证了 49 个 SNP,为 PPAI 验证了 4 个 SNP,为 SC 验证了 14 个 SNP,其中 5 个 SNP 与 AGECL 相同,共为这些性状验证了 62 个 SNP 和 30 个候选基因。仅考虑每个染色体上 top SNP 附近的候选基因,AGECL 鉴定了 8 个候选基因:COL8A1、PENK、ENSBTAG00000047425、BPNT1、ADAMTS17、CCHCR1、SUFU 和 ENSBTAG00000046374。对于 PPAI,有 3 个基因被鉴定为候选基因(PCBP3、KCNK10 和 MRPS5),而对于 SC,有 8 个候选基因被鉴定为候选基因(SNORA70、TRAC、ASS1、BPNT1、LRRK1、PKHD1、PTPRM 和 ENSBTAG00000045690)。这里提出的一些候选区域先前与牛的青春期性状有关。大多数新兴的候选基因与生殖事件中涉及的生物学过程有关,例如妊娠维持,并且一些基因已知在生殖组织中表达。我们的结果表明,一些控制早期青春期的 QTL 似乎在适应热带条件的牛品种中分离。