Rodríguez María, Díaz-Amor Gonzalo, Morales Joaquín, Koketsu Yuzo, Piñeiro Carlos
PigCHAMP Pro Europa S.L, C/Dámaso Alonso 14, 40006, Segovia, Spain.
School of Agriculture, Meiji University, Higashi-mita 1-1-1, Tama-ku, 214- 8571, Kawasaki, Kanagawa, Japan.
Porcine Health Manag. 2023 Jan 31;9(1):6. doi: 10.1186/s40813-022-00300-y.
Knowing the feed intake pattern during lactation of modern genetic sows is crucial because it allows to anticipate possible problems and maximize their performance. On the other side, electronic feeders permit real-time data to be available for a more accurate evaluation of sow eating behavior. This work aimed to characterize the feed intake patterns of lactating highly prolific sows and determine their effect on reproductive performance. A database of 1,058 registers of feed intake collected from a commercial farm was used to identify five consistent sets of clusters (feeding curves) using machine learning. In the second step, the five feeding curves were characterized into five patterns by high, medium and low feed intake during 0-6 d and 7-28 d of lactation: 1-HH, 2-MH, 3-HM, 4-MM and 5-LL.
The mean daily feed intake of all the sows was 6.2 kg (0.06 SEM) across the 5 patterns. As the pattern numbers increased from 1-HH, 2-MH, 3-HM and 4-MM to 5-LL, their mean daily feed intake decreased from 7.6 to 6.9, 6.4, 5.8 and 4.3 (0.06 SEM) kg, respectively (P < 0.01). Sows with Pattern 1-HH tended to have shorter weaning-to-first service interval (P = 0.06) and had a higher farrowing rate than those with Pattern 5-LL (P < 0.01). Furthermore, contrast analysis showed that sows with Patterns 1-HH and 2-MH tended to have more piglets weaned (P = 0.05) and lower preweaning mortality (P = 0.07) than those with Patterns 3-HM and 4-MM. Also, sows with Patterns 1-HH and 3-HM had fewer stillborn piglets and a lower percentage of stillborn piglets and mummies than those with Patterns 2-MH and 4-MM (P < 0.01).
This study indicates the importance of reaching Pattern 1-HH by rapidly increasing feed intake during early lactation and high feed intake during late lactation, which is associated with high weaning performance and subsequent reproductive performance of the sows. Also, the current study suggests that Pattern 1-HH is linked to good farrowing with a low percentage of stillborn piglets and mummies. Finally, it is critical for producers to timely identify a problem of sows' eating behavior and to make a prompt decision to intervene.
了解现代遗传母猪泌乳期的采食量模式至关重要,因为这有助于预测可能出现的问题并最大化其生产性能。另一方面,电子饲喂器可提供实时数据,以便更准确地评估母猪的采食行为。本研究旨在描述高产泌乳母猪的采食量模式,并确定其对繁殖性能的影响。利用机器学习从一个商业农场收集的1058条采食量记录数据库,识别出五组一致的聚类(采食曲线)。第二步,根据泌乳期0 - 6天和7 - 28天的高、中、低采食量,将这五条采食曲线分为五种模式:1 - HH、2 - MH、3 - HM、4 - MM和5 - LL。
在这五种模式中,所有母猪的平均日采食量为6.2千克(标准误0.06)。随着模式编号从1 - HH、2 - MH、3 - HM和4 - MM增加到5 - LL,它们的平均日采食量分别从7.6降至6.9、6.4、5.8和4.3(标准误0.06)千克(P < 0.01)。模式1 - HH的母猪断奶至首次配种间隔往往较短(P = 0.06),且产仔率高于模式5 - LL的母猪(P < 0.01)。此外,对比分析表明,模式1 - HH和2 - MH的母猪比模式3 - HM和4 - MM的母猪断奶仔猪数更多(P = 0.05),断奶前死亡率更低(P = 0.07)。而且,模式1 - HH和3 - HM的母猪死胎数以及死胎和木乃伊仔猪的百分比低于模式2 - MH和4 - MM的母猪(P < 0.01)。
本研究表明在泌乳早期迅速增加采食量并在后期保持高采食量以达到模式1 - HH的重要性,这与母猪的高断奶性能和随后的繁殖性能相关。此外,本研究表明模式1 - HH与低死胎和木乃伊仔猪百分比的良好产仔情况相关。最后,对于生产者来说,及时识别母猪采食行为问题并迅速做出干预决策至关重要。