Developing a liquid capture chip to accelerate the genetic progress of cattle

Yan Chen, Yingwei Guo, Fei Ge, Han Gao, Jinghang Zhou, Xiaonv Wu, Changsong Qian, Zhiquan Wang, Zezhao Wang, Bo Zhu, Lingyang Xu, Xue Gao, Lupei Zhang, Huijiang Gao, Junya Li
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Abstract

Large-scale genotyping at a low cost is crucial for molecular breeding of livestock. In this study, the Cattle110K capture chip was developed, based on the genotyping by target sequencing system. The chip panel included 112,180 single necleotide polymorphisms (SNPs), from potential functional regions screened by genome-wide associated study, BayesB, expression quantitative trait loci-mapping, ATAC-seq, and reported functional markers. All the SNPs on the panel were distributed evenly on the cattle genome, with more than 99% of the markers having a minor allele frequency greater than 0.05. Assessment results indicated that a total of 1.2 M high-quality SNPs were identified in the 110 K regions, averaging approximately 10 SNPs per target sequence. The genotype consistency for the repetitive samples using the Cattle110K liquid chip was 99.21% while the concordance between the Illumina BovineHD BeadChip and this chip averaged 98.17%. A significant association signal for slaughter weight and carcass length was identified on 37.3–41.5 Mb of chromosome 6, pinpointing the NCAPG-LCORL locus. This locus has previously been associated with meat and carcass traits in cattle. Additionally, novel candidate regions were identified around 3.4 Mb of chromosome 13 and 73.5 Mb of chromosome 8, significantly correlated with hip height and marbling score, respectively. We compared the accuracy of genomic estimated breeding values between the Illumina BovineHD BeadChip and this chip. The results demonstrated that the Cattle110K capture chip had a comparable ability in genomic prediction to the Illumina BovineHD BeadChip. Advances in using the cost-effective liquid capture chip are expected to accelerate the genetic progress of cattle in the coming years.

Abstract Image

开发液体捕获芯片,加速牛的基因进步
低成本大规模基因分型对于家畜的分子育种至关重要。本研究基于目标测序基因分型系统开发了 Cattle110K 捕获芯片。芯片面板包括 112,180 个单核苷酸多态性(SNPs),它们来自通过全基因组关联研究、BayesB、表达定量性状位点图、ATAC-seq 和已报道的功能标记筛选出的潜在功能区。面板上的所有 SNP 均匀分布在牛基因组上,99% 以上的标记的小等位基因频率大于 0.05。评估结果表明,在 110 K 个区域中共鉴定出 120 万个高质量 SNP,平均每个目标序列约有 10 个 SNP。使用 Cattle110K 液态芯片的重复样本基因型一致性为 99.21%,而 Illumina BovineHD BeadChip 与该芯片的一致性平均为 98.17%。在 6 号染色体的 37.3-41.5 Mb 上发现了一个与屠宰体重和胴体长度有关的重要关联信号,该信号精确定位在 NCAPG-LCORL 基因座上。该基因座以前曾与牛的肉质和胴体性状相关。此外,我们还在 13 号染色体的 3.4 Mb 和 8 号染色体的 73.5 Mb 附近发现了新的候选区域,它们分别与臀高和大理石纹评分显著相关。我们比较了 Illumina BovineHD BeadChip 和该芯片的基因组估计育种值的准确性。结果表明,Cattle110K 采集芯片的基因组预测能力与 Illumina BovineHD BeadChip 相当。预计在未来几年,使用高性价比液体捕获芯片的进展将加快牛的遗传进展。
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