Zamuner F, Carpenter E K, Arcos-Gómez G, Parkinson A, Cameron A W N, Leury B J, DiGiacomo K
Faculty of Science - The University of Melbourne, Parkville, Victoria 3010, Australia.
Meredith Dairy Pty Ltd, 106 Cameron Rd, Meredith, Victoria 3333, Australia.
Animal. 2023 Oct;17(10):100989. doi: 10.1016/j.animal.2023.100989. Epub 2023 Sep 14.
The high preweaning mortality rate is a concerning issue for the commercial dairy industry. In this context, early identification of at-risk individuals can be instrumental. To address this, we conducted a prospective cohort study with the objective of evaluating plasma immunoglobulin G concentration (pIgG-24 h) and initial BW (IBW) measured at 1d old in 363 male dairy kids (Saanen) for predicting preweaning mortality under commercial conditions. Receiver operator characteristic (ROC) analysis was used to determine critical thresholds for pIgG-24 h and IBW. Subsequently, areas under the curve (AUC), sensitivity (Se), and specificity (Sp) were examined to assess the accuracy of these thresholds. Multivariable regressions were used to model odds ratios (OR) for mortality, controlling for confounding effects between IBW and pIgG-24 h. The mean (±SD) pIgG-24 h and IBW were 16.4 ± 9.37 g/L and 4.0 ± 0.61 kg. Overall mortality ≤ 14d and ≤42d old was 12% and 21%, respectively. Critical pIgG-24 h thresholds predicting mortality ≤ 14 d and ≤42 d old were < 10.1 g/L (AUC = 0.74, Se = 59%, and Sp = 82%) and <11.4 g/L (AUC 0.70, Se = 53%, and Sp = 77%), respectively. Kids with pIgG-24 h < 10.1 g/L were six times more likely to die ≤ 14 d old [OR; 95% CI (6; 3-12)], and kids with pIgG-24 h < 11.4 g/L were four times more likely to die ≤ 42 d old (4; 2-6). The IBW threshold most linked to mortality ≤ 14 d was <3.95 kg (AUC 0.60, Se = 59%, and Sp = 61%). However, this association became inconclusive after adjusting for pIgG-24 h differences. Conversely, an IBW of <3.0 kg was associated with notably higher mortality odds within both 14 and 42 d, irrespective of pIgG-24 h levels (10; 3-37, and 4; 1-20, respectively), suggesting that kids with an IBW < 3.0 kg face an increased likelihood of dying before 42 d, irrespectively of their IgG levels. While our findings suggest pIgG-24 h < 11.4 g/L and IBW < 3.0 kg as strong indicators of early mortality risks in male dairy kids, these results require further validation for other systems.
断奶前死亡率高是商业奶牛业关注的问题。在此背景下,早期识别高危个体可能很有帮助。为解决这一问题,我们进行了一项前瞻性队列研究,目的是评估363头雄性奶山羊(萨能山羊)1日龄时测得的血浆免疫球蛋白G浓度(pIgG-24 h)和初始体重(IBW),以预测商业条件下的断奶前死亡率。采用受试者工作特征(ROC)分析来确定pIgG-24 h和IBW的临界阈值。随后,检查曲线下面积(AUC)、敏感性(Se)和特异性(Sp),以评估这些阈值的准确性。使用多变量回归对死亡率的优势比(OR)进行建模,控制IBW和pIgG-24 h之间的混杂效应。pIgG-24 h和IBW的平均值(±标准差)分别为16.4±9.37 g/L和4.0±0.61 kg。14日龄及以下和42日龄及以下的总体死亡率分别为12%和21%。预测14日龄及以下和42日龄及以下死亡率的临界pIgG-24 h阈值分别为<10.1 g/L(AUC = 0.74,Se = 59%,Sp = 82%)和<11.4 g/L(AUC 0.70,Se = 53%,Sp = 77%)。pIgG-24 h<10.1 g/L的羔羊在14日龄及以下死亡的可能性高6倍[OR;95% CI(6;3 - 12)],pIgG-24 h<11.4 g/L的羔羊在42日龄及以下死亡的可能性高4倍(4;2 - 6)。与14日龄及以下死亡率最相关的IBW阈值为<3.95 kg(AUC 0.60,Se = 59%,Sp = 61%)。然而,在调整pIgG-24 h差异后,这种关联变得不明确。相反,无论pIgG-24 h水平如何,IBW<3.0 kg与14天和42天内显著更高的死亡几率相关(分别为10;3 - 37和4;1 - 20),这表明IBW<3.0 kg的羔羊在42日龄前死亡的可能性增加,无论其IgG水平如何。虽然我们的研究结果表明pIgG-24 h<11.4 g/L和IBW<3.0 kg是雄性奶山羊早期死亡风险的有力指标,但这些结果需要在其他系统中进一步验证。