Genotype-By-Environment Interaction for Scrotal Circumference in Young Nellore Bulls Under Pasture and Feedlot Conditions and Its Correlation With Days to Calving.

IF 2.1 3区 生物学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Animal genetics Pub Date : 2026-04-01 DOI:10.1002/age.70105
Christiane A Silva, Annaiza B Bignardi, Joslaine N S G Cyrillo, Maria E Z Mercadante, Mário L Santana
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Abstract

Scrotal circumference (SC) is a key reproductive indicator in beef cattle and an important predictor of male puberty and correlated female fertility. In this study, we evaluated young Nellore bulls raised under combinations of pasture and feedlot environments and modeled SC using a "double" reaction norm model. Additive genetic variance for SC increased from approximately 1.3 cm2 under the poorest environmental combinations to about 3.5 cm2 under the most favorable conditions, while heritability rose from roughly 0.30-0.33 to 0.60-0.63 across the same gradient. The genetic (co)variance structure indicated that most genetic variation was associated with the intercept, whereas pasture- and feedlot-specific slopes represented smaller yet relevant components of environmental sensitivity. Positive correlations between the intercept and both slopes (0.21 for pasture and 0.50 for feedlot) showed that bulls with higher baseline SC tended to express stronger responses across environments, particularly under feedlot conditions. Conversely, the negative correlation between pasture and feedlot slopes (-0.64) revealed an antagonistic pattern or a trade-off between sensitivities to these two axes. Genetic correlations for SC across environments were predominantly high and positive (≥ 0.80), declining only under the most divergent combinations. Correlations between SC and days to calving were consistently negative, ranging from -0.051 to -0.112 for approximated estimates and from -0.127 to -0.192 for partial estimates. Overall, the "double" reaction norm approach proved effective for dissecting genotype-by-environment interactions and guiding selection strategies aimed at improving reproductive efficiency in tropical beef cattle.

牧场和饲养场条件下犊牛阴囊周长的基因型-环境互作及其与产犊天数的相关性
阴囊周长是肉牛重要的生殖指标,是判断雄性青春期及相关雌性生育力的重要指标。在本研究中,我们评估了在牧场和饲养场组合环境下饲养的年轻Nellore公牛,并使用“双”反应规范模型模拟了SC。加性遗传变异从最差环境组合下的约1.3 cm2增加到最有利环境组合下的约3.5 cm2,遗传力从0.30 ~ 0.33增加到0.60 ~ 0.63。遗传(co)方差结构表明,大多数遗传变异与截距有关,而牧场和饲养场特定坡度代表了较小但相关的环境敏感性成分。截距与两个斜率之间的正相关(牧场为0.21,饲养场为0.50)表明,基线SC较高的公牛倾向于在不同环境下表达更强的反应,特别是在饲养场条件下。相反,牧场和饲养场坡度呈负相关(-0.64),表明对这两个轴的敏感性呈拮抗模式或权衡关系。在不同环境中,SC的遗传相关性主要是高且正的(≥0.80),只有在最分散的组合下才下降。SC与产犊天数之间的相关性始终为负,近似估计值为-0.051至-0.112,部分估计值为-0.127至-0.192。总体而言,“双重”反应规范方法被证明是有效的,可以解剖基因型与环境的相互作用,并指导旨在提高热带肉牛繁殖效率的选择策略。
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
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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