Weighted Single-Step GWAS Reveals Genetic Mechanisms Underlying Pregnancy Loss in Early Nellore Heifers.

IF 2.2 3区 生物学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Animal genetics Pub Date : 2026-10-01 DOI:10.1002/age.70212
Flávia C Bis, Nedenia Bonvino Stafuzza, Elisângela Chicaroni de Mattos, Angélica Simone Cravo Pereira, José Bento Sterman Ferraz, Fernando Baldi, Sabrina T Amorim
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Abstract

Pregnancy loss (PL) affects reproductive efficiency in beef cattle, yet its genetic architecture remains poorly understood in Bos indicus populations. Here, PL was defined as failure from pregnancy diagnosis to calving, capturing a window approximately 60 days after the breeding season. This study aimed to identify genomic regions and biological pathways associated with PL in early Nellore heifers using weighted single-step genome-wide association study (WssGWAS). Phenotypic records from 23 507 Nellore heifers were analyzed, including 17 052 genotyped animals (GGP Indicus panel, Neogen) and 44 233 SNPs. Genomic regions explaining more than 0.5% of additive genetic variance were used to identify putative candidate genes and perform functional enrichment analysis. The estimated heritability for PL was low (0.033), indicating strong environmental influence. WssGWAS identified 25 genomic regions across 16 chromosomes, explaining 31.16% of additive genetic variance for PL. The most relevant region was located on BTA16, explaining 6.51% of the variance, although no annotated protein-coding genes were found. Additional regions occurred on BTA6, BTA14, BTA22, BTA25, and BTA29. Putative candidate genes included IL4R, IL21R, LRRC4C, RBMS3, ZFPM2, PRSS23, and NDST4, involved in immune regulation, cell adhesion, extracellular matrix remodeling, and transcriptional regulation. Functional enrichment identified Gene Ontology terms and REACTOME pathways related to nucleosome assembly, epigenetic regulation, transmembrane transport, focal adhesion, calcium signaling, immune response, and WNT signaling. These findings inform the genetic architecture of PL in Nellore cattle and suggest roles for embryo-maternal communication, immune regulation, chromatin organization, and placental development in pregnancy maintenance, supporting future functional validation and genomic selection strategies.

加权单步GWAS揭示了早期母牛妊娠丢失的遗传机制。
妊娠丢失(PL)影响肉牛的繁殖效率,但其遗传结构在印度肉牛种群中仍然知之甚少。这里,PL被定义为从妊娠诊断到产犊的失败,捕获繁殖季节后大约60天的窗口。本研究旨在利用加权单步全基因组关联研究(加权单步全基因组关联研究(WssGWAS))确定与早期内洛尔小母牛PL相关的基因组区域和生物学途径。分析了23 507头Nellore小母牛的表型记录,包括17 052头基因型动物(GGP Indicus panel, Neogen)和44 233个snp。解释超过0.5%的加性遗传变异的基因组区域被用来鉴定假定的候选基因并进行功能富集分析。PL的估计遗传力较低(0.033),表明环境影响较大。WssGWAS鉴定了16条染色体上的25个基因组区域,解释了PL的31.16%的加性遗传变异。尽管没有发现注释的蛋白质编码基因,但最相关的区域位于BTA16上,解释了6.51%的变异。BTA6、BTA14、BTA22、BTA25和BTA29上出现了其他区域。推测的候选基因包括IL4R、IL21R、LRRC4C、RBMS3、ZFPM2、PRSS23和NDST4,参与免疫调节、细胞粘附、细胞外基质重塑和转录调控。功能富集鉴定了与核小体组装、表观遗传调控、跨膜运输、局灶黏附、钙信号、免疫反应和WNT信号相关的基因本体术语和REACTOME途径。这些发现揭示了Nellore牛PL的遗传结构,并提示了胚胎-母体通信、免疫调节、染色质组织和胎盘发育在妊娠维持中的作用,为未来的功能验证和基因组选择策略提供了支持。
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来源期刊
Animal genetics
Animal genetics 生物-奶制品与动物科学
CiteScore
4.60
自引率
4.20%
发文量
115
审稿时长
5 months
期刊介绍: Animal Genetics reports frontline research on immunogenetics, molecular genetics and functional genomics of economically important and domesticated animals. Publications include the study of variability at gene and protein levels, mapping of genes, traits and QTLs, associations between genes and traits, genetic diversity, and characterization of gene or protein expression and control related to phenotypic or genetic variation. The journal publishes full-length articles, short communications and brief notes, as well as commissioned and submitted mini-reviews on issues of interest to Animal Genetics readers.
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