实验选择系Nellore牛断奶前犊牛死亡率和繁殖性状的全基因组关联研究及功能注释

IF 3.5 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY BMC Genomics Pub Date : 2024-12-18 DOI:10.1186/s12864-024-11113-4
Gustavo R D Rodrigues, Luiz F Brito, Lúcio F M Mota, Joslaine N S G Cyrillo, Júlia P S Valente, Lorena F Benfica, João B Silva Neto, Marcelo S Borges, Fábio M Monteiro, Lenira El Faro, Lucia G Albuquerque, Maria E Z Mercadante
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引用次数: 0

摘要

背景:繁殖效率对肉牛生产的长期经济可持续性至关重要。流产和死产是复杂的生殖性状,其基因组背景尚未完全了解,特别是在zebu品种(Bos taurus indicus)中。因此,本研究旨在对Nellore牛的受孕成功率(CS)、妊娠损失(PL)、死产(SB)和断奶前小牛死亡率(PWM)进行全基因组关联研究(GWAS)和功能注释。本研究共对3728头奶牛、17094头繁殖记录和11785头小牛进行了评估。共有3351只基因分型动物和383739个SNP标记被考虑用于GWAS分析。使用加权单步GWAS (WssGWAS)估计SNP效应,该方法考虑两次迭代。选取对性状加性遗传方差贡献最大的前10个基因组窗进行基因注释。然后分析候选基因的基因本体术语(GO)和代谢途径。结果:CS、PL、SB和PWM对直接加性遗传方差解释比例最大的前10个基因组窗([公式:见文])分别占总数的17.03%(79个基因重叠)、16.76%(57个基因重叠)、11.71%(73个基因重叠)和12.03%(65个基因重叠)[公式:见文]。对于CS,重要的氧化石墨烯术语包括体细胞发生(GO:0001756)、体细胞发育(GO:0061053)和染色体分离(GO:0007059)。考虑到PL,注释的过程是激素分泌调节(GO:0046883),激素运输调节(GO:0009914),以及胰高血糖素信号通路(bta04922)。胚胎发育(GO:0045995)和小脑发育(GO:0021549)是SB基因富集分析中发现的主要生物学过程。对于PWM,葡萄糖代谢过程(GO:0010906)、锌离子稳态(GO:0055069)、泌乳(GO:0007595)和胰岛素分泌调节(GO:0050796)是观察到的最重要的GO项。结论:这些发现为Nellore牛的基因组区域、候选基因、生物学过程和代谢途径提供了有价值的信息,这些信息可能显著影响Nellore牛复杂生殖性状的表达,为育种策略和未来的基因组选择策略提供潜在的贡献。
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Genome-wide association studies and functional annotation of pre-weaning calf mortality and reproductive traits in Nellore cattle from experimental selection lines.

Background: Reproductive efficiency is crucial for the long-term economic sustainability of beef cattle production. Pregnancy loss and stillbirth are complex reproductive traits that do not yet have their genomic background fully understood, especially in zebu breeds (Bos taurus indicus). Hence, this study aimed to perform a genome-wide association study (GWAS) and functional annotation for conception success (CS), pregnancy loss (PL), stillbirth (SB), and pre-weaning calf mortality (PWM) in Nellore cattle. In this study, 3,728 cows with 17,094 reproductive records and 11,785 calves were evaluated. A total of 3,351 genotyped animals and 383,739 SNP markers were considered for GWAS analyses. SNP effects were estimated using the weighted single-step GWAS (WssGWAS), which considered two iterations. The top ten genomic windows with the highest contribution to the additive genetic variance of the traits were selected for gene annotation. Candidate genes were then analyzed for Gene Ontology terms (GO) and metabolic pathways.

Results: The top ten genomic windows that explained the largest proportion of the direct additive genetic variance ([Formula: see text]) for CS, PL, SB, and PWM accounted for 17.03% (overlapping with 79 genes), 16.76% (57 genes), 11.71% (73 genes), and 12.03% (65 genes) of the total [Formula: see text], respectively. For CS, significant GO terms included Somitogenesis (GO:0001756), Somite Development (GO:0061053), and Chromosome Segregation (GO:0007059). Considering PL, the processes annotated were the Regulation of Hormone Secretion (GO:0046883), and Hormone Transport (GO:0009914), along with the Glucagon Signaling Pathway (bta04922). Embryonic Development (GO:0045995), and Cerebellum Development (GO:0021549) were the main biological processes found in the gene enrichment analysis for SB. For PWM, the Regulation of Glucose metabolic processes (GO:0010906), Zinc Ion Homeostasis (GO:0055069), Lactation (GO:0007595), and Regulation of Insulin Secretion (GO:0050796) were the most significant GO terms observed.

Conclusions: These findings provide valuable information on genomic regions, candidate genes, biological processes, and metabolic pathways that may significantly influence the expression of complex reproductive traits in Nellore cattle, offering potential contributions to breeding strategies and future genomic selection strategies.

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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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