Department of Animal Science, Cornell University, Ithaca, NY 14853.
College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108.
J Dairy Sci. 2023 Dec;106(12):9323-9344. doi: 10.3168/jds.2022-23156. Epub 2023 Aug 23.
The objective of this observational cohort study was to characterize the pattern of rumination time (RT), physical activity (PA), and lying time (LT) monitored by an automated health monitoring system, based on an ear-attached sensor, immediately before, during, and after clinical diagnosis (CD) of metabolic-digestive disorders. Sensor data were collected from 820 lactating Holstein cows monitored daily from calving up to 21 DIM for detection of health disorders (HD). Cows were grouped retrospectively in the no-clinical health disorder group (NCHD; n = 616) if no HD were diagnosed, or the metabolic-digestive group (METB-DIG; n = 58) if diagnosed with clinical ketosis or indigestion only. Cows with another clinical health disorder within -7 to +7 d of CD of displaced abomasum, clinical ketosis, or indigestion were included in the metabolic-digestive plus one group (METB-DIG+1; n = 25). Daily RT, PA, and LT, and absolute and relative changes within -7 to +7 d of CD were analyzed with linear mixed models with or without repeated measures. Rumination time and PA were smaller, and LT was greater for the METB-DIG and METB-DIG+1 group than for cows in the NCHD group for most days from -7 to +7 d of CD of HD. In general, daily RT, PA, and LT differences were larger between the METB-DIG+1 and NCHD groups than between the METB-DIG and NCHD groups. In most cases, RT and PA decreased to a nadir and LT increased to a peak immediately before or after CD of HD, with a return to levels similar to the NCHD group within 7 d of CD. Absolute values and relative changes from 5 d before CD to the day of the nadir for RT and PA or peak for LT were different for cows in the METB-DIG and METB-DIG+1 group than for the NCHD group. For PA, the METB-DIG+1 group had greater changes than the METB-DIG group. For cows affected by metabolic-digestive disorders, RT, PA, and LT on the day of CD and resolution of clinical signs were different than for cows in the NCHD group, but an increase in RT and PA or a decrease in LT was observed from the day of CD to the day of resolution of clinical signs. We conclude that dairy cows diagnosed with metabolic-digestive disorders including displaced abomasum, clinical ketosis, and indigestion presented substantial alterations in the pattern of RT, PA, and LT captured by an ear-attached sensor. Thus, automated health monitoring systems based on ear-attached sensors might be used as an aid for identifying cows with metabolic-digestive disorders. Moreover, RT, PA, and LT changes after CD might be positive indicators of recovery from metabolic-digestive disorders.
本观察性队列研究的目的是描述通过耳附式传感器自动健康监测系统监测到的反刍时间(RT)、体力活动(PA)和躺卧时间(LT)在代谢-消化疾病临床诊断(CD)前后的模式。从 820 头哺乳期荷斯坦奶牛的传感器数据中收集信息,这些奶牛从分娩起每天监测,直至 21 天哺乳期结束,以检测健康障碍(HD)。如果没有诊断出 HD,则将奶牛回溯性地分为无临床健康障碍组(NCHD;n = 616),如果仅诊断为临床酮病或消化不良,则分为代谢-消化组(METB-DIG;n = 58)。如果在 CD 后 -7 至 +7 天内,奶牛还患有另一种临床健康障碍,如真胃移位、临床酮病或消化不良,则将其纳入代谢-消化加一障碍组(METB-DIG+1;n = 25)。使用带有或不带有重复测量的线性混合模型分析了 CD 前 -7 至 +7 天内的每日 RT、PA 和 LT 以及绝对和相对变化。对于大多数从 CD 前 -7 至 +7 天的 HD 的日子,METB-DIG 和 METB-DIG+1 组的 RT 和 PA 较小,LT 较大,而 NCHD 组的 RT 和 PA 较小,LT 较大。通常,METB-DIG+1 和 NCHD 组之间的每日 RT、PA 和 LT 差异大于 METB-DIG 和 NCHD 组之间的差异。在大多数情况下,在 HD 的 CD 前后,RT 和 PA 减少到最低点,LT 增加到最高点,在 CD 后 7 天内恢复到与 NCHD 组相似的水平。对于 RT 和 PA,在 CD 前 5 天至最低点或 LT 的最高点的绝对值和相对变化,与 NCHD 组相比,METB-DIG 和 METB-DIG+1 组的奶牛存在差异。对于 PA,METB-DIG+1 组的变化大于 METB-DIG 组。对于患有代谢-消化障碍的奶牛,CD 当天和临床症状缓解时的 RT、PA 和 LT 与 NCHD 组的奶牛不同,但从 CD 当天到临床症状缓解当天,观察到 RT 和 PA 增加或 LT 减少。我们得出的结论是,诊断为代谢-消化疾病(包括真胃移位、临床酮病和消化不良)的奶牛的 RT、PA 和 LT 模式发生了显著变化,这些变化是通过耳附式传感器自动健康监测系统捕捉到的。因此,基于耳附式传感器的自动健康监测系统可用于辅助识别患有代谢-消化疾病的奶牛。此外,CD 后 RT、PA 和 LT 的变化可能是从代谢-消化障碍中恢复的阳性指标。