Aufmhof Laura, Yin Tong, May Katharina, König Sven
Institute of Animal Breeding and Genetics, Justus-Liebig-University Gießen, Gießen, Germany.
J Anim Breed Genet. 2025 May;142(3):308-321. doi: 10.1111/jbg.12906. Epub 2024 Oct 27.
The aim of the present study was to infer phenotypic responses and genetic parameters of the F1 calf diseases diarrhoea (DIAR) and pneumonia (PNEU) in dependency of the prenatal maternal health status (PMHS) of the dam and of the herd-calving year. The PMHS considered diagnoses for the cow disease mastitis (MAST) and claw disorders (CD) during gestation of F0 dams. Furthermore, 305-d milk production traits of F1 offspring from either healthy or diseased dam groups were compared. The study comprised 20,045 female calves (F1 = generation 1) and their corresponding dams (F0 = parental generation 0), kept in 41 large-scale herds. All F1 calves were from their dams' 2nd parity, implying that all dam (maternal) diseases were recorded during the first lactation and dry period of the dams. The F1 calves were phenotyped for DIAR up to 30 days post-partum, and for PNEU up to 180 days of age. At least one entry for the respective disease implied a score = 1 = sick, otherwise, a score = 0 = healthy, was assigned. Production records of the 10,129 F1 cows comprised 305-d records in first lactation for milk yield (MY), protein yield (PY) and fat yield (FY). Linear and generalised linear mixed models were applied to infer phenotypic responses of F1 traits in dependency of the PMHS for CD and MAST. A diagnosis for MAST or CD in F0 cows during gestation was significantly (p ≤ 0.05) associated with an increased prevalence for DIAR and PNEU, with pairwise differences of least-squares-means between calves from healthy and diseased cow groups up to 3.61%. The effects of PMHS on 305-d production traits in offspring were non-significant (p > 0.05). In bivariate genetic analyses, DIAR and PNEU were defined as different traits according to the PMHS, i.e., DIAR-MAST and DIAR-MAST, DIAR-CD and DIAR-CD, PNEU-MAST and PNEU-MAST, and PNEU-CD and PNEU-CD. The direct heritabilities for DIAR and PNEU were quite similar in the healthy and respective diseased dam group. Slightly larger direct heritabilities in the diseased dam groups were due to increased genetic variances. Maternal heritabilities were quite stable and smaller than the direct heritabilities. In random regression models, genetic parameters for DIAR and PNEU were estimated along the continuous herd-calving-year prevalence scale, considering a prevalence for MAST and CD (based on the 20,045 dam records plus 16,193 herd contemporary records) in the range from 0% to 30%. Direct heritabilities for PNEU were quite stable along the herd-calving-year gradient for MAST and CD. For DIAR, we observed stronger estimate fluctuations, especially increasing direct heritabilities in dependency of the herd-calving-year prevalence for MAST from 0.13 (at a MAST prevalence of 0%) to 0.30 (at a MAST prevalence of 30%). Consequently, obvious genotype x herd-calving-year PMHS interactions were observed for DIAR on the prenatal MAST scale, with a minimal correlation of 0.48 between direct genetic effects at 0% MAST prevalence and at 30% MAST prevalence. The correlations between direct genetic and maternal genetic effects were antagonistic at all herd-calving-year prevalence levels, displaying strongest fluctuations for "DIAR-MAST." The genotype x herd-calving-year PMHS interactions for DIAR suggest consideration of specific sires according to the herd health status for CD and for MAST.
本研究的目的是推断第一代犊牛腹泻(DIAR)和肺炎(PNEU)的表型反应及遗传参数,这些反应和参数取决于母畜的产前母体健康状况(PMHS)以及畜群产犊年份。PMHS考虑了F0代母畜妊娠期奶牛疾病乳腺炎(MAST)和蹄病(CD)的诊断情况。此外,还比较了健康或患病母畜组F1代后代的305天产奶性状。该研究包括41个大型畜群中的20,045头雌性犊牛(F1 = 第一代)及其相应的母畜(F0 = 亲本代0)。所有F1代犊牛均来自其母畜的第二胎,这意味着所有母畜(母体)疾病均在母畜的第一个泌乳期和干奶期记录。F1代犊牛在产后30天内对DIAR进行表型分型,在180日龄内对PNEU进行表型分型。每种疾病至少有一次记录意味着评分为1 = 患病,否则评分为0 = 健康。10,129头F1代奶牛的生产记录包括第一次泌乳期的305天产奶量(MY)、蛋白质产量(PY)和脂肪产量(FY)记录。应用线性和广义线性混合模型推断F1性状的表型反应,该反应取决于CD和MAST的PMHS。F0代母牛妊娠期MAST或CD的诊断与DIAR和PNEU患病率的增加显著相关(p≤0.05),健康和患病母牛组犊牛之间最小二乘均值的成对差异高达3.61%。PMHS对后代305天生产性状的影响不显著(p>0.05)。在双变量遗传分析中,根据PMHS将DIAR和PNEU定义为不同的性状,即DIAR - MAST和DIAR - MAST、DIAR - CD和DIAR - CD、PNEU - MAST和PNEU - MAST以及PNEU - CD和PNEU - CD。在健康和相应患病母畜组中,DIAR和PNEU的直接遗传力相当相似。患病母畜组中直接遗传力略大是由于遗传方差增加。母体遗传力相当稳定且小于直接遗传力。在随机回归模型中,沿着连续的畜群产犊年份患病率尺度估计DIAR和PNEU的遗传参数,考虑MAST和CD的患病率(基于20,045条母畜记录加上16,193条畜群同期记录)在0%至30%的范围内。PNEU的直接遗传力在MAST和CD的畜群产犊年份梯度上相当稳定。对于DIAR,我们观察到更强的估计波动,特别是DIAR的直接遗传力随着MAST的畜群产犊年份患病率从0.13(MAST患病率为0%时)增加到0.30(MAST患病率为30%时)。因此,在产前MAST尺度上观察到DIAR存在明显的基因型x畜群产犊年份PMHS相互作用,MAST患病率为0%和30%时直接遗传效应之间的最小相关性为0.48。在所有畜群产犊年份患病率水平上,直接遗传效应和母体遗传效应之间的相关性是拮抗的,“DIAR - MAST”的波动最为强烈。DIAR的基因型x畜群产犊年份PMHS相互作用表明,应根据畜群CD和MAST的健康状况考虑选择特定的种公牛。