Swedish University of Agricultural Sciences, Department of Agricultural Research for Northern Sweden, S-901 83 Umeå, Sweden.
J Anim Sci. 2012 Sep;90(9):3162-73. doi: 10.2527/jas.2011-4347. Epub 2012 May 14.
The objective of this study was to compare the application of different in vitro and in situ methods in empirical and mechanistic predictions of in vivo OM digestibility (OMD) and their associations to near-infrared reflectance spectroscopy spectra for a variety of forages. Apparent in vivo OMD of silages made from alfalfa (n = 2), corn (n = 9), corn stover (n = 2), grass (n = 11), whole crops of wheat and barley (n = 8) and red clover (n = 7), and fresh alfalfa (n = 1), grass hays (n = 5), and wheat straws (n = 5) had previously been determined in sheep. Concentrations of indigestible NDF (iNDF) in all forage samples were determined by a 288-h ruminal in situ incubation. Gas production of isolated forage NDF was measured by in vitro incubations for 72 h. In vitro pepsin-cellulase OM solubility (OMS) of the forages was determined by a 2-step gravimetric digestion method. Samples were also subjected to a 2-step determination of in vitro OMD based on buffered rumen fluid and pepsin. Further, rumen fluid digestible OM was determined from a single 96-h incubation at 38°C. Digestibility of OM from the in situ and the in vitro incubations was calculated according to published empirical equations, which were either forage specific or general (1 equation for all forages) within method. Indigestible NDF was also used in a mechanistic model to predict OMD. Predictions of OMD were evaluated by residual analysis using the GLM procedure in SAS. In vitro OMS in a general prediction equation of OMD did not display a significant forage-type effect on the residuals (observed - predicted OMD; P = 0.10). Predictions of OMD within forage types were consistent between iNDF and the 2-step in vitro method based on rumen fluid. Root mean square error of OMD was least (0.032) when the prediction was based on a general forage equation of OMS. However, regenerating a simple regression for iNDF by omitting alfalfa and wheat straw reduced the root mean square error of OMD to 0.025. Indigestible NDF in a general forage equation predicted OMD without any bias (P ≥ 0.16), and root mean square error of prediction was smallest among all methods when alfalfa and wheat straw samples were excluded. Our study suggests that compared with the in vitro laboratory methods, iNDF used in forage-specific equations will improve overall predictions of forage in vivo OMD. The in vitro and in situ methods performed equally well in calibrations of iNDF or OMD by near-infrared reflectance spectroscopy.
本研究旨在比较不同体外和原位方法在预测体内 OM 消化率 (OMD) 中的应用,并对各种饲料的近红外反射光谱进行分析。以前已经在绵羊中测定了来自紫花苜蓿(n = 2)、玉米(n = 9)、玉米秸秆(n = 2)、草(n = 11)、小麦和大麦全作物(n = 8)和红三叶草(n = 7)青贮料、新鲜紫花苜蓿(n = 1)、草干草(n = 5)和小麦秸秆(n = 5)的体外 OMD。所有饲料样品中不可消化 NDF(iNDF)的浓度均通过 288 小时瘤胃原位孵育确定。通过 72 小时的体外孵育测定分离的饲料 NDF 的产气量。通过两步重量法测定饲料的体外胃蛋白酶-纤维素 OM 溶解度(OMS)。还对饲料进行了基于缓冲瘤胃液和胃蛋白酶的两步体外 OMD 测定。此外,还通过在 38°C 下进行 96 小时的单一孵育来确定瘤胃液可消化 OM。根据发表的经验方程计算原位和体外孵育中 OM 的消化率,这些方程要么是针对特定饲料的,要么是针对所有饲料的一般方程(一种方法用于所有饲料)。根据原位和体外孵育中不可消化 NDF 的含量,使用机制模型预测 OMD。使用 SAS 中的 GLM 过程通过残差分析评估 OMD 的预测。在 OMD 的一般预测方程中,体外 OMS 对残差(观测值 - 预测 OMD;P = 0.10)没有表现出显著的饲料类型效应。基于瘤胃液,在饲料类型内预测 OMD 是一致的。基于 OMS 的一般饲料方程的 OMD 预测的均方根误差最小(0.032)。然而,通过省略紫花苜蓿和小麦秸秆来重新生成 iNDF 的简单回归,将 OMD 的均方根误差降低至 0.025。基于一般饲料方程的 iNDF 预测 OMD 没有任何偏差(P≥0.16),当排除紫花苜蓿和小麦秸秆样本时,预测的均方根误差是所有方法中最小的。我们的研究表明,与体外实验室方法相比,特定饲料方程中的 iNDF 将提高饲料体内 OMD 的整体预测效果。在 iNDF 或 OMD 的近红外反射光谱校准中,体外和原位方法的性能相同。