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Animals : an Open Access Journal from MDPI logoLink to Animals : an Open Access Journal from MDPI
. 2023 Mar 6;13(5):947. doi: 10.3390/ani13050947

In Situ Degradation Kinetics of 25 Feedstuffs and the Selection of Time Points in Mathematical Statistics

Sen Li 1, Liwen He 1, Fang Mo 1, Wei Zhang 1,*
Editor: Marian Czauderna1
PMCID: PMC10000142  PMID: 36899804

Abstract

Simple Summary

In order to further standardize and simplify the operation of the nylon bag method, rumen degradation kinetics of 25 feedstuffs were first determined using in situ nylon bag technique and then the differences of degradation parameters fitted with five or seven time points measuring data were evaluated. Additionally, the goodness of fit (R2) of degradation curves obtained at different time points was compared. In protein feeds, energy feeds and roughages, there were no significant differences in rumen degradation parameters except for several feedstuffs. By comparing the R2, it was found that the R2 of degradation curves which obtained five time points was better than that which obtained seven time points. These results indicate that it is feasible to determine the rumen degradation characteristics of feedstuffs by only setting five measuring time points, and based on the reasonable criteria, where the optimal selection of incubation time points for protein feeds and energy feeds was the set of ② 2, 16, 24, 36, 48 h, and that for roughages was ① 4, 8, 16, 48, 72 h.

Abstract

Rumen degradation kinetics of 25 feedstuffs (six protein feeds, nine energy feeds and ten roughages) were first determined using the nylon bag technique in situ and the differences of degradation characteristics fitted with five or seven time points measuring data were evaluated with the goodness of fit (R2) of degradation curves. Protein and energy feeds were incubated for 2, 4, 8, 16, 24, 36, 48 h, roughages were incubated for 4, 8, 16, 24, 36, 48, 72 h, where three and six data sets of five time points were screened out, respectively. Only the degradation parameters a (rapidly degraded proportion), b (slowly degraded proportion) and c (degradation rate of slowly degraded proportion) of several feeds at five time points were significantly different from those at seven time points (p < 0.05), and the others were not significant (p > 0.05). The R2 of the degradation curves obtained at five time points was closer to 1, indicating that the fitting obtained at five time points was more accurate in predicting the real-time rumen degradation rate of feed. These results indicate that it is feasible to determine the rumen degradation characteristics of feedstuffs by only setting five measuring time points.

Keywords: nylon bag technology, rumen degradation, sheep, simplified method, time points selection

1. Introduction

Though the nylon bag technique has been used extensively for evaluating the rumen degradation profile of feedstuffs, discrepancies are commonly found between the studies deriving from inter- and intralaboratory on the aspect of measurement procedures. The difference in any factor of bag size, feed particle and amount, sampling rule, times of sampling, washing method, and mathematical calculation would likely affect the results. To enhance the comparability of the results from different studies and assure the reliability of the measurement, standard procedures were recommended and improved more than once [1,2].

However, the incubation times recommended procedures which might remarkably influence the accuracy and efficiency of the evaluation. Ørskov [3] suggested that concentrates should be cultured in rumen for 2, 6, 12, 24 and 36 h; Lindberg [4] recommended concentrates for 2, 4, 8, 16 and 24 h, and roughages for 2, 4, 8, 16, 24, 36, 48 h; AFRC [1] recommended that concentrates should be cultured for 2, 6, 8, 24, 48 h, and roughages for 2, 6, 8, 24, 48, 72 h. Michalet-Doreau [5] and Vanzant [6] suggested that the required number of time points should be able to describe the curve. The recent studies that used the nylon bag method to determine rumen degradation characteristics of feedstuff on sheep are briefly summarized in Table 1. It is evident that various numbers and hours of sampling were used in different studies, with the number of sampling time point being mostly in the range of 5–9 and the longest incubation duration being 72 h in most research, such as A.R. Seradj [7], L. Tao [8], B. Ghorbani [9], Xiaogao Diao [10], and so on [11,12,13,14,15,16]. Systematic studies are in need to make clear the influence of sampling hours and sampling times on the results of the rumen nylon bag technique.

Table 1.

Comparison of recent studies on the application of nylon bag technique for rumen degradability in sheep.

Items Bag Repliacation Incubation Conditions
Diet Feeding Level Material Pore Size Sample Grind Size Animal Number of Animals Number of Bags Number of Times Times
A.R.Seradj [7] ad libitum Dacron bags 45 μm Rasa Aragonesa ewes 4 1 5 4, 8, 12, 24, 48 h (Moringa oleifera)
L.Tao [8] Hancrossbred ewes 6 5 6, 12, 24, 48, 72 h (roughages)
B.Ghorbani [9] maintenance level polyamide 40 ± 10 μm Zel ewes 3 4 1, 3, 6, 12, 24, 36, 48, 72, 96 h (sesame meal, soybean meal)
Xiaogao Diao [10] 70:30 maintenance nylon cloth 48 μm 2.5 mm
(roughages)
Yunnan semi-fine wool sheep 4 2 7 2, 4, 8, 16, 24, 36, 48 h (72 for roughages)
S.Rjiba-Ktita [11] ad libitum 50 μm 3 mm Barbarine rams 4 2 6 3, 6, 24, 48, 72, 96 (seagrass, macroalgae, barley grain and barley grass)
M.A.Harahap [12] maintenance level 46 μm local Ettawah cross bred goats 2 3 7 0.75, 1.5, 3, 6, 12, 24, 48
V.Palangi [13] 60:40 polyester mesh bag 47 μm 2 mm Ghezel sheep 3 2 7 0, 4, 8, 16, 24, 36, 48 h (barley)
Mohammad Farhad Vahidi [14] 70:30 ad libitum heat-sealed nylon bag 50 μm 2 mm Shal sheep 3 2 5 0, 24, 48, 72, 96 h (lignocellulosic forages)
Biwei Jiang [15] ad libitum 40 mesh
(roughages)
tan sheep 3 2 7 3, 6, 12, 24, 36, 48, 72 h (roughages)
Rodrigo A.C. Passetti [16] R1020 50 μm 4 mm
(roughages)
ewe lambs 3 9 1, 3, 6, 12, 24, 36, 48, 72, 120 h (roughages)

— means no date information was involved.

In this study, rumen degradation characteristics of 25 feeds (six protein feeds, nine energy feeds, and ten roughages) were determined on fistulated sheep by the nylon bag technique with the setting of seven sampling time points. The degradation parameters a, b, c obtained at five time points were compared with those obtained at seven time points. Furthermore, the R2 of degradation curve estimated with five or seven time points were compared, to investigate the feasibility of reducing the number of sampling time point in the measurement of rumen degradation parameters of feedstuffs. The outcome of this study would enrich the database of nutritive value of feedstuffs in sheep, and provide a reference for the application of the nylon bag technique.

2. Materials and Methods

All animal management and experimental procedures followed the animal care protocols approved by the Animal Care and Use Ethics Committee of China Agricultural University.

2.1. Animals and Diets

Eight ruminally fistulated Wether sheep aged 2 to 3 years old with an average live weight of 57.4 ± 2.4 kg were selected and divided into two groups. They were then placed into a group of 4 sheep (i.e., four replicates) to determine rumen degradation parameters of different feeds. The animals were fed twice daily at 8:00 and 17:30, with free access to clean water. Sheep were fed a ration (DM basis) consisting of 45.00% soybean stem, 25.00% wheat straw, 18.56% corn, 4.95% soybean meal, 4.95% wheat bran, 0.62% CaHPO4, 0.31% NaCl, 0.31% sodium bicarbonate, and 0.3% premix.

2.2. Samples Preparation and Nutrient Analysis

A total of 25 feedstuffs collected around the country were used in the present study and the nutritional compositions are presented in Table 2. To prepare feed samples, raw materials were dried at 65 °C for 48 h in a forced-air oven and then milled through a 1 mm sieve for chemical analysis and 2.5 mm sieve for in situ degradation. The concentrations of dry matter (DM), organic matter (OM), and fat were analyzed according to the methods of AOAC [17]. Nitrogen (N) content was measured by the Kjeldahl method [17] using a FOSS semi-automatic nitrogen analyzer, and crude protein (CP) content was calculated as N × 6.25. The contents of neutral detergent fiber (NDF) and acid detergent fiber (ADF) were analyzed using an automatic fiber analyzer (A2000i, Ankom Technology, Macedon, NY, USA) following the methods described by Van Soest et al. [18].

Table 2.

Routine nutrients in common feeds for sheep (DM basis).

Items OM (%) CP (%) Fat (%) ADF (%) NDF (%)
RSM 92.44 38.01 11.56 44.85 58.88
CSM 93.04 50.01 0.70 12.08 22.32
protein feeds CGM 98.88 65.05 0.59 10.33 40.21
ES 94.66 39.62 23.51 11.88 24.63
DDGS 95.02 28.70 10.85 18.00 41.83
SOM 93.18 49.77 1.60 10.38 18.68
BR 99.12 12.42 1.12 2.19 4.69
BY 98.62 13.84 0.71 3.70 27.55
WT 98.02 13.45 1.52 3.65 12.73
HS 98.39 10.92 2.91 6.40 14.56
energy feeds HY9 98.78 8.17 3.05 4.65 12.14
GWC 98.24 10.44 4.93 1.22 7.72
YC 98.60 9.31 3.16 3.41 9.69
YWB 94.03 17.95 3.71 13.92 44.61
CBS 96.43 18.68 1.98 17.32 59.80
WS 91.75 9.31 2.13 40.07 70.26
RG 88.12 9.90 1.73 33.48 56.80
RSW 86.62 12.44 1.43 33.47 45.84
BS 91.24 14.33 2.36 32.61 52.69
roughages SS 89.88 12.87 1.44 35.21 48.35
CWR 93.08 10.15 0.70 44.66 72.33
RS 94.91 15.99 2.57 38.99 66.39
OG 88.93 16.92 1.85 34.82 63.96
CS 95.46 10.33 3.42 27.35 47.13
TP 92.32 17.23 0.91 19.08 26.93

2.3. In Situ Nylon Bag Experiment

The in situ degradabilities of DM, CP, and OM in the 25 feeds were determined according to the procedure described by Mehrez and Ørskov [19]. A given amount of feed sample, i.e., 3 g for protein feeds, 3 g for energy feeds, or 5 g for roughages, was weighed into the nylon bag (48 μm pore size, 6 cm × 10 cm bag size) in duplicate, 1 feed was cultured in rumen of each sheep and a total of 14 nylon bags. The tied bags were placed into the rumen before the morning feeding at 0800 and removed at the given time points. Differently, the incubation time points for protein feeds or energy feeds were set as 2, 4, 8, 16, 24, 36, 48 h, while the roughages were incubated for 4, 8, 16, 24, 36, 48, 72 h. After the removal from the rumen, the bags were immediately washed under running water till the flow-out water was clear, in order to stop microbial fermentation [20]. Then, the bags with clean residue were dried to a constant weight at 65 °C for 48 h and weighed. The residues were further ground through a 1 mm sieve for nutrient analysis.

2.4. Calculations of Degradation Kinetics Parameters

The kinetic parameters of in situ degradation were calculated based on the measured degradabilities at all 7 time points or 5 selective time points. The data of instant degradability were fitted using the following exponential equation:

Y = a + b (1 − e−ct) (1)

where Y is the nutrient disappearance at time point t, a is the rapidly degradable fraction, b is the potentially degradable fraction, c is the degradation rate of fraction b (%/h), and t is the time (h) of incubation.

ED = a + bc/(c + k) (2)

where a, b, and c are the same as those in Equation (1), and k is the rumen outflow rate. In this study, the rumen outflow rate was set by referring to previous studies, i.e., roughages 3.14%/h [21], DDGS 3.99%/h, silage feeds 2.53%/h, and oil-seed-meals 5%/h [22]. To compare the difference of the degradation kinetic parameters deriving from the calculation with 5 time points or 7 time points data, the potential combinations of 5 time points were screened out as follows: ① 2, 16, 24, 36, 48 h, ② 2, 8, 16, 24, 48 h, ③ 2, 8, 16, 36, 48 h for protein feeds and energy feeds, and ① 4, 16, 36, 48, 72 h, ② 4, 16, 24, 48, 72 h, ③ 4, 16, 24, 36, 72 h, ④ 4, 8, 16, 24, 72 h, ⑤ 4, 8, 16, 36, 72 h, ⑥ 4, 8, 16, 48, 72 h for roughages. The selection was as follows: by referring to the relevant literature and observing the rumen degradation rate curve, it was found that the longest incubation time of concentrates and roughages in the rumen were 48 h and 72 h, respectively. At this time, the degradation curve tended to be flat. The rumen degradation rate of 16 h could be used to calculate the small intestine digestibility of feeds. Considering the properties of the feeds, the degradation rate of protein and energy feeds in the rumen was faster, while that of roughages was slower. In addition, according to the research basis of our laboratory, 2 h and 4 h were selected as the shortest culture time of protein/energy feeds and roughages, respectively. Therefore, the shortest and longest time points, and 16 h of feed culture in the rumen, were kept. In addition, in order to reduce the stress caused by excessive density of time points, the protein/energy feeds culture for 4 h were removed.

The degradation parameters “a”, “b”, and “c” were calculated at 5 time points in the same way as Formula (1).

2.5. Reasonable Criteria for Selection

The criteria for selecting the optimal combination were as follows, ① when the degradation parameters (a, b, c) obtained at 5 time points were closer to the values obtained at 7 time points (the difference was not significant), it indicated that the selected time point combination was the best; ② when the R2 of fitting curve of DM, CP, and OM obtained from 5 time points was closer to 1, it indicated that the combination was the best.

2.6. Statistical Analyses

The data concerning nutrients disappearance and kinetic parameters a, b, and c were analyzed using the general linear model (GLM) procedure of SAS. The differences of degradation parameters were calculated with SPSS. Difference was considered significant when p < 0.05.

3. Results

3.1. The Parameters a, b, c and ED of DM, CP and OM of the Feedstuff

The parameters a, b, c and ED of 25 feeds are summarized in Table 3, Table 4 and Table 5. In general, the a, b, c and ED of DM, OM, and CP of each feedstuff obtained at five time points were different from those obtained at seven time points (p < 0.05).

Table 3.

The degradation parameters of dry matter, crude protein, and organic matter in rumen of six protein feeds (%).

DM CP OM
a b c ED a b c ED a b c ED
0 24.31 29.34 0.055 39.39 9.75 40.12 ab 0.089 a 35.11 22.44 31.48 0.054 b 39.93
RSM 22.70 31.51 0.050 38.52 11.83 41.31 a 0.057 b 33.89 20.44 30.24 0.089 a 39.81
23.24 30.38 0.056 39.22 12.13 37.48 b 0.087 a 35.92 20.68 31.59 0.080 a 40.07
23.48 29.62 0.055 39.00 10.59 38.65 ab 0.100 a 36.31 20.10 30.83 0.090 a 39.91
0 15.44 54.74 0.064 46.12 10.94 c 66.86 0.056 a 46.02 13.21 b 54.03 0.072 45.10
CSM 16.60 54.33 0.060 46.23 16.32 a 66.82 0.042 b 46.75 16.95 a 53.30 0.058 45.62
16.50 53.73 0.060 45.81 16.59 a 64.53 0.042 b 45.93 16.94 a 52.53 0.059 45.31
15.94 55.10 0.061 46.29 14.47 b 66.28 0.049 ab 47.34 16.37 a 53.79 0.060 45.78
0 16.72 a 39.79 0.076 42.67 8.58 a 67.30 a 0.023 42.67 a 16.82 a 40.98 0.072 42.98
CGM 14.07 ab 41.59 0.084 42.23 8.84 ab 63.78 b 0.024 32.79 b 14.35 b 42.49 0.078 42.51
13.99 ab 41.12 0.091 42.60 7.91 b 66.22 ab 0.024 32.72 b 14.42 b 42.08 0.084 42.98
13.67 b 41.53 0.093 42.76 10.15 a 52.16 c 0.033 33.64 b 14.19 b 42.00 0.087 42.95
0 25.71 68.69 0.043 60.62 16.81 67.72 a 0.034 60.62 a 24.23 67.95 a 0.047 57.46
ES 23.81 68.53 0.046 56.68 16.37 68.29 a 0.032 43.17 b 23.79 67.12 ab 0.049 56.94
24.13 66.27 0.047 56.17 17.72 63.71 b 0.033 42.86 b 23.80 65.63 b 0.049 56.22
23.58 68.48 0.047 56.76 16.35 64.64 b 0.037 43.84 b 23.49 67.98 a 0.048 56.68
0 26.44 b 50.96 a 0.039 50.90 12.35 38.83 b 0.036 30.79 24.74 bc 57.60 a 0.037 50.73 ab
DDGS 29.45 a 50.19 ab 0.031 51.55 13.07 36.07 c 0.040 31.17 29.45 a 50.19 bc 0.031 51.55 a
29.56 a 49.70 ab 0.030 50.77 12.34 37.30 bc 0.037 30.34 26.46 b 49.03 c 0.035 49.44 b
27.80 ab 47.88 c 0.040 51.83 12.93 41.88 a 0.028 30.31 23.72 c 51.28 b 0.047 51.54 a
0 30.45 63.41 a 0.037 57.23 14.23 ab 76.13 b 0.032 43.63 29.48 64.83 0.033 55.28
SOM 30.60 62.65 ab 0.037 57.33 16.08 a 70.67 c 0.034 44.68 28.97 65.33 0.029 55.09
30.79 61.38 b 0.037 56.81 13.88 b 77.35 b 0.032 43.95 29.29 64.19 0.033 55.00
29.85 62.08 ab 0.040 57.44 15.30 ab 82.39 a 0.026 43.20 28.70 63.55 0.036 55.35

a–c indicate that there are significant differences of ED of the same feed in the same column (p < 0.05). The same applies in the following tables. 0 respectively 7 incubation time points; ① respectively 2, 16, 24, 36, 48 h; ② respectively 2, 8, 16, 24, 48 h, ③ respectively 2, 8, 16, 36, 48 h.

Table 4.

The degradation parameters of dry matter, crude protein, and organic matter in rumen of nine energy feeds (%).

DM CP OM
a b c ED a b c ED a b c ED
0 13.13 a 78.86 ab 0.046 50.97 9.86 a 81.21 b 0.045 48.46 13.34 a 79.31 0.045 50.69
BR 11.77 ab 78.02 b 0.050 50.94 8.07 ab 81.98 ab 0.048 48.01 11.65 ab 79.18 0.048 50.43
11.00 b 80.29 a 0.048 50.37 7.93 b 81.97 ab 0.047 47.73 11.22 b 79.77 0.047 49.79
10.17 b 80.00 a 0.051 50.72 8.78 ab 83.35 a 0.043 47.41 10.62 b 80.59 0.048 50.22
0 33.95 a 62.97 c 0.086 73.62 a 18.2 a 74.88 c 0.061 58.84 33.86 a 63.12 c 0.088 73.83 a
BY 27.90 c 67.06 b 0.109 73.91 a 14.87 b 78.89 a 0.058 57.30 27.68 b 67.34 b 0.111 74.13 a
28.76 c 68.66 ab 0.085 72.05 ab 15.47 b 76.71 b 0.062 57.90 28.67 b 68.81 ab 0.086 72.24 ab
28.10 c 69.45a 0.088 72.35 a 14.8 b 77.38 ab 0.064 58.27 28.00 b 69.64 a 0.089 72.55 a
0 37.43 a 55.96 c 0.089 73.23 20.81 a 73.66 d 0.078 ab 65.48 a 40.14 a 51.76 d 0.102 a 74.75 a
WT 34.18 b 60.60 a 0.079 71.36 14.90 b 82.51 a 0.068 b 62.30 b 34.32 b 60.42 a 0.079 c 71.27 c
34.36 b 60.10 a 0.087 72.46 15.61 b 79.91 b 0.077 ab 64.03 ab 34.18 b 58.86 bc 0.095 ab 72.70 bc
35.08 b 58.22 b 0.086 71.82 15.69 b 79.05b c 0.078 ab 63.79 ab 34.43 b 58.20 c 0.094 ab 72.48 bc
0 9.73 b 83.32 b 0.040 46.48 b 11.67 a 78.98 b 0.041 46.43 ab 14.98 b 80.31 a 0.037 49.12
HS 10.22 a 77.75 c 0.049 48.50 a 8.00 c 83.41 a 0.039 44.71 b 17.92 a 73.07 b 0.041 50.84
7.48 b 86.21 a 0.043 47.14 ab 9.97 ab 77.21 b 0.043 45.53 ab 15.28 b 80.87 a 0.037 49.40
8.75 ab 86.00 a 0.039 46.33 b 9.84 ab 78.62 b 0.042 45.82 ab 15.53 b 80.38 a 0.036 49.23
0 16.39 a 79.85 a 0.036 ab 49.77 a 23.28 a 72.2 ab 0.026 47.76 12.80 b 71.24 ab 0.055 ab 50.14 bc
HY9 14.36 bc 72.30 c 0.043 ab 47.71 bc 21.11 b 73.8 a 0.026 46.48 15.47 a 63.45 d 0.072 a 52.96 a
13.55 cd 74.14 b 0.041 ab 47.04 bc 21.74 ab 71.59 b 0.027 47.02 12.96 b 72.66 a 0.054 ab 50.69 b
15.61 ab 80.55 a 0.030 b 46.07 c 21.33 b 67.9 c 0.031 47.11 13.35 b 70.72 c 0.054 ab 50.20 bc
0 36.72 a 57.9 a 0.038 61.80 a 31.42 51.57 c 0.040 54.15 27.28 ab 65.48 b 0.044 a 57.54 ab
GWC 29.67 b 53.37 b 0.051 56.67 b 29.78 55.06 a 0.037 53.23 26.13 b 66.57 b 0.043 a 57.06 ab
30.29 b 50.97 c 0.055 56.97 b 30.07 54.48 ab 0.038 53.67 26.41 b 66.03 b 0.044 a 57.35 ab
29.73 b 51.88 bc 0.057 57.37 b 29.71 52.87 bc 0.042 53.72 28.46 a 69.73 a 0.033 b 56.39 b
0 29.07 a 57.05 b 0.033 51.62 27.70 30.84 0.057 a 44.03 26.51 71.58 a 0.033 54.57
YC 25.79 b 60.54 a 0.034 50.21 27.52 31.07 0.056 a 43.91 24.77 71.77 a 0.034 53.92
27.12 b 56.58 b 0.036 50.96 27.59 31.08 0.056 a 44.05 25.00 71.22 ab 0.035 54.23
26.91 b 56.34 b 0.038 51.09 28.57 30.90 0.047 b 43.54 24.71 69.61 b 0.037 54.27
0 32.86 43.82 b 0.053 ab 77.20 a 29.42 a 58.34 b 0.151 75.70 25.85 44.2 ab 0.077 ab 54.54
32.30 46.91 a 0.038 b 55.03 b 24.8 b 62.34 a 0.185 76.09 26.64 45.27 a 0.059 b 53.59
YWB 34.45 39.63 c 0.047 ab 55.86 b 29.44 a 59.52 b 0.138 75.62 27.27 41.83 c 0.073 ab 54.36
32.47 40.33 c 0.060 a 56.76 b 28.98 a 58.42 b 0.147 74.90 25.98 43.51 abc 0.080 a 55.06
0 18.54 a 49.17 a 0.038 ab 39.40 b 31.89 50.31 a 0.026 48.56 b 18.07 a 50.02 a 0.036 ab 38.82 b
CBS 18.13 a 47.81 ab 0.040 ab 42.06 a 29.91 49.68 a 0.031 51.51 a 17.60 ab 49.02 ab 0.038 ab 41.48 a
17.90 ab 48.31 ab 0.039 ab 41.78 a 30.82 46.97 b 0.033 51.98 a 17.49 ab 49.23 ab 0.037 ab 41.28 a
16.10 b 47.16 b 0.051 a 42.56 a 30.91 47.06 b 0.032 51.93 a 15.80 b 47.63 b 0.049 a 41.96 a

a–d indicate that there are significant differences of ED of the same feed in the same column (p < 0.05). The same applies in the following tables. 0 respectively 7 incubation time points; ① respectively 2, 16, 24, 36, 48 h; ② respectively 2, 8, 16, 24, 48 h, ③ respectively 2, 8, 16, 36, 48 h.

Table 5.

The degradation parameters of dry matter, crude protein, and organic matter in rumen of 10 roughages (%).

DM CP OM
a b c ED a b c ED a b c ED
WS 0 7.30 a 39.02 0.035 27.28 11.35 ab 42.33 0.020 27.77 6.19 a 40.02 a 0.034 26.55
6.13 ab 37.37 0.042 27.43 9.56 b 42.19 0.023 27.26 5.42 ab 37.86 b 0.041 26.86
6.71 a 38.12 0.037 27.23 9.63 ab 42.89 0.022 27.21 6.13 a 38.71 ab 0.035 26.62
6.64 a 39.24 0.036 27.46 9.88 ab 42.72 0.021 27.10 5.98 a 39.78 ab 0.035 26.83
6.13 ab 37.37 0.042 27.43 9.56 b 42.19 0.023 27.26 5.42 ab 37.86 b 0.041 26.86
5.60 ab 38.71 0.043 27.93 11.55 a 41.15 0.020 27.76 4.54 ab 39.61 ab 0.042 27.21
4.60 b 38.09 0.049 27.85 11.03 ab 40.02 0.023 27.95 3.75 b 38.87 ab 0.047 27.11
RG 0 18.48 56.82 0.040 50.18 26.11 a 40.04 b 0.044 49.34 14.88 ab 59.57 a 0.039 47.63
19.50 55.45 0.040 50.39 20.35 b 44.50 a 0.054 48.53 16.38 a 58.15 ab 0.037 47.84
18.82 55.78 0.042 50.64 19.89 b 45.29 a 0.055 48.72 15.1 ab 58.46 ab 0.041 48.31
19.48 55.03 0.040 50.34 20.59 b 45.19 a 0.052 48.66 16.24 a 57.22 b 0.039 47.79
18.00 56.66 0.042 50.36 20.02 b 46.25 a 0.054 49.30 14.01 b 59.59 a 0.041 47.90
18.95 55.97 0.039 49.99 20.47 b 44.94 a 0.054 48.96 15.79 ab 58.61 ab 0.036 47.22
17.90 56.73 0.042 50.39 18.82 b 45.88 a 0.061 49.16 14.05 b 59.72 a 0.041 47.91
RSW 0 18.69 e 80.71 a 0.072 a 66.14 a 22.54 b 55.64 a 0.056 57.88 25.77 a 54.86 d 0.090 a 66.79 a
22.16 d 59.13 b 0.056 ab 59.97 b 22.95 ab 55.66 a 0.051 57.48 21.51 de 61.29 a 0.052 b 59.72 b
25.13 bc 56.54 c 0.046 b 58.61 b 22.90 b 55.14 abc 0.053 57.48 22.16 cde 59.72 ab 0.052 b 59.40 b
23.47 cd 57.98 bc 0.051 b 59.25 b 22.42 b 55.41 ab 0.055 57.58 20.90 e 61.20 a 0.055 b 59.91 b
27.70 a 52.19 e 0.046 b 58.63 b 23.7 ab 53.46 c 0.053 57.36 23.83 bc 56.68 c 0.053 b 59.42 b
23.32 cd 57.36 bc 0.057 ab 60.35 b 23.71 ab 54.22 abc 0.052 57.52 22.89 cd 59.12 b 0.053 b 60.07 b
25.72 b 55.03 d 0.050 b 59.60 b 24.83 a 53.66 bc 0.048 57.30 25.5 ab 57.07 c 0.046 b 59.27 b
BS 0 13.88 c 31.52 ab 0.084 ab 36.81 11.20 b 29.66 0.044 28.47 12.42 35.83 ab 0.070 37.11
16.62 a 28.40 e 0.079 ab 36.96 12.02 ab 30.73 0.034 27.88 13.93 34.16 b 0.068 37.27
14.51 bc 30.62 bc 0.095 a 37.50 11.10 b 29.74 0.045 28.42 13.05 35.04 ab 0.073 37.54
14.93 abc 30.53 bc 0.090 a 37.57 10.99 b 30.09 0.044 28.50 13.28 34.87 ab 0.072 37.51
13.90 c 32.50 a 0.080 ab 37.24 11.11 b 29.96 0.044 28.56 12.32 36.41 a 0.069 37.35
16.10 ab 29.74 bc 0.069 b 36.55 12.53 ab 30.08 0.033 27.99 13.44 35.05 ab 0.064 36.98
16.30 ab 29.05 cd 0.070 b 36.32 13.32 a 30.77 0.028 27.74 13.37 35.00 ab 0.065 36.96
SS 0 15.75 ab 47.92 ab 0.087 bc 50.90 20.56 55.38 ab 0.075 59.54 12.87 a 48.93 bcd 0.085 b 48.51
13.83 b 48.81 ab 0.116 a 52.26 22.45 53.01 c 0.077 60.03 10.02 b 50.75 ab 0.114 a 49.82
15.83 a 47.32 ab 0.105 ab 52.26 21.66 53.91 bc 0.079 60.29 12.77 a 48.62 cd 0.100 ab 49.73
15.60 ab 46.89 b 0.108 a 51.95 21.93 53.74 bc 0.078 60.27 12.87 a 47.93 d 0.101 ab 49.42
15.69 ab 48.97 a 0.084 c 51.38 20.49 56.11 a 0.074 59.84 12.63 a 50.38 abc 0.082 b 49.11
15.95 a 47.85 ab 0.086 c 50.97 21.78 54.47 abc 0.070 59.43 12.27 a 49.77 abcd 0.086 b 48.75
15.26 ab 48.82 ab 0.088 bc 51.19 21.74 54.27 abc 0.071 59.34 11.31 ab 51.02 a 0.089 b 49.00
CWR 0 14.63 43.28 cd 0.024 33.24 31.16 30.34 a 0.034 46.09 11.98 37.26 bc 0.014 23.18
14.99 44.75 bc 0.021 33.13 30.77 26.66 b 0.045 46.47 12.11 32.68 d 0.017 23.41
15.46 44.56 bc 0.021 33.11 31.50 27.09 b 0.037 46.19 12.53 43.01 a 0.010 23.15
15.06 42.71 d 0.023 33.21 31.62 26.79 b 0.037 46.09 12.32 37.71 b 0.013 23.18
15.91 45.60 b 0.018 32.70 31.38 27.05 b 0.037 45.99 12.48 43.12 a 0.010 22.90
15.22 45.16 bc 0.020 32.85 30.40 27.12 b 0.045 46.30 11.83 32.83 d 0.017 23.27
15.93 52.10 a 0.015 32.62 29.76 27.62 b 0.048 46.51 12.10 35.70 c 0.014 23.22
RS 0 34.49 34.98 abc 0.021 48.12 32.70 a 34.97 ab 0.043 52.78 32.39 35.15 abc 0.022 46.38
34.24 33.30 cd 0.022 48.03 30.39 b 36.06 a 0.051 52.76 32.31 33.87 c 0.022 46.35
34.67 35.12 ab 0.019 47.87 31.48 ab 36.00 a 0.043 52.35 32.73 35.84 ab 0.019 46.20
34.36 33.51 bcd 0.022 47.98 31.65 ab 35.07 ab 0.044 52.10 32.40 34.38 bc 0.021 46.33
35.39 36.43 a 0.016 47.79 33.27 a 33.23 b 0.043 52.42 33.12 36.61 a 0.017 46.16
34.58 33.17 d 0.022 48.06 31.39 ab 34.25 ab 0.053 52.94 32.37 33.85 c 0.022 46.39
35.04 36.07 a 0.017 47.90 30.42 b 35.74 a 0.057 53.39 32.86 36.20 ab 0.018 46.24
OG 0 11.86 b 67.42 a 0.057 55.28 12.77 bc 74.14 ab 0.058 60.90 14.86 ab 62.18 a 0.054 54.16
13.19 ab 65.35 bc 0.060 56.19 12.07 cd 73.46 b 0.068 62.39 13.71 b 62.80 a 0.058 54.43
14.34 a 64.30 c 0.057 55.75 15.94 a 69.97 d 0.057 61.08 15.61 ab 61.19 ab 0.052 53.71
13.89 a 64.68 c 0.058 55.88 14.87 a 72.31 bc 0.059 62.15 14.76 ab 62.19 a 0.054 54.03
12.57 ab 65.93 abc 0.056 54.87 14.34 ab 71.15 cd 0.057 60.13 16.11 a 60.08 b 0.052 53.62
11.61 b 67.38 a 0.058 55.30 10.51 d 75.86 a 0.064 61.51 13.73 b 62.86 a 0.058 54.49
12.43 ab 66.58 ab 0.056 55.06 11.78 cd 74.07 ab 0.062 61.00 14.86 ab 61.52 ab 0.055 54.10
CS 0 35.33 b 36.29 a 0.053 59.63 ab 36.53 37.58 0.080 64.86 34.35 a 37.24 b 0.049 c 59.56 ab
37.52 a 33.61 b 0.051 60.04 a 36.23 37.93 0.079 65.00 35.87 a 35.25 c 0.054 ab 59.92 a
37.61 a 33.25 b 0.052 59.96 a 37.25 36.87 0.074 64.71 26.09 b 43.95 a 0.071 a 58.48 abc
37.18 ab 34.35 b 0.052 60.35 a 37.02 36.99 0.075 64.71 35.75 a 35.79 bc 0.055 ab 60.11 a
35.56 b 36.13 a 0.051 57.87 bc 37.38 36.19 0.077 63.06 34.87 a 36.54 bc 0.052 ab 57.59 c
35.70 ab 36.39 a 0.049 57.88 bc 36.23 37.71 0.081 63.42 34.49 a 37.43 b 0.052 ab 57.83 bc
36.97 ab 34.90 b 0.044 57.32 c 36.37 37.69 0.080 63.46 35.95 a 35.68 bc 0.046 c 57.21 c
TP 0 11.83 b 82.86 abc 0.043 50.11 d 18.61 a 78.66 d 0.064 a 62.55 b 21.71 a 76.52 d 0.074 a 67.14 b
15.55 a 84.38 a 0.046 69.82 a 15.71 b 83.35 bc 0.036 b 64.60 a 10.47 d 89.13 a 0.049 b 69.37 a
17.06 a 82.27 bc 0.045 69.81 a 14.41 b 85.34 a 0.039 b 66.38 a 16.34 c 83.32 b 0.046 b 69.93 a
15.96 a 84.01 ab 0.046 69.99 a 15.08 b 82.10 c 0.040 b 65.47 a 18.73 b 80.20 c 0.045 b 70.23 a
16.14 a 81.86 c 0.041 62.40 b 15.42 b 81.75 c 0.038 b 60.39 c 18.37 b 80.30 c 0.044 b 64.96 c
15.44 a 82.35 bc 0.041 61.83 bc 15.64 b 83.17 bc 0.037 b 60.35 c 17.82 bc 81.94 bc 0.043 b 65.27 c
15.23 a 84.57 a 0.036 60.17 c 14.97 b 84.42 ab 0.036 b 60.06 c 18.52 b 81.24 c 0.041 b 64.28 c

a–e indicate that there are significant differences of ED of the same feed in the same column (p < 0.05). 0 respectively 7 incubation time points; ① respectively 4, 16, 36, 48, 72 h; ② respectively 4, 16, 24, 48, 72 h; ③ respectively 4, 16, 24, 36, 72 h; ④ respectively 4, 8, 16, 24, 72 h; ⑤ respectively 4, 8, 16, 36, 72 h; ⑥ respectively 4, 8, 16, 48, 72 h.

For the protein feeds, the “a” of CP and OM of CSM, the “b” of CP, and the “a” of OM of CGM, the “a” of DM of DDGS, and the “b” of CP of SOM obtained at five time points of ①, ②, ③, ④ were significantly different from those obtained at seven time points (p < 0.05). The ED of CP of CGM and ES obtained at five time points of ①, ②, ③, ④ were significantly different from those obtained at seven time points (p < 0.05). There were no significant differences in other degradation parameters (p > 0.05).

For energy feeds, the “a” and “b” of DM, CP, and OM of BY and WT, the “b” of DM of HS, the “a” and “b” of DM of HY9 and GWC, the “a” of DM of YC, and the “b” of DM of YWB obtained at five time points of ①, ②, ③, ④ were significantly different from those obtained at five time points (p < 0.05). The ED of DM, CP, and OM of CBS, the ED of DM of YWB and GWC obtained at five time points of ①, ②, ③, ④ were significantly different from those obtained at seven time points (p < 0.05). There were no significant differences in other degradation parameters (p > 0.05).

For roughages, the “a” and “b” of CP of RG, the “a” and “b” of DM of RSW, the “a”, “b”, and “c” of OM of RSW and TP, the “b” of DM of OG and CS, the “c” of OM of CS, the “a” of DM of TP, and the “a”, “b”, and “c” of CP of TP obtained at five time points of ①, ②, ③, ④, ⑤, ⑥ were significantly different from those obtained at seven time points (p < 0.05). The ED of DM and OM of RSW and the ED of DM, CP, and OM of TP obtained at five time points of ①, ②, ③, ④, ⑤, ⑥ were significantly different from those obtained at seven time points (p < 0.05). There were no significant differences in other degradation parameters (p > 0.05).

3.2. The R2 of Fitted Curves of DM, CP, and OM Obtained at Different Time Points

The R2 of rumen degradation fitted curves of DM, CP, and OM in the protein feeds, energy feeds, and roughages of 5 or 7 time points are illustrated in Figure 1, Figure 2 and Figure 3. As seen in the figures, the R2 of degradation curves fitted with 5 or 7 time points of each feed was greater than 0.9. Additionally, the R2 of ① 2, 16, 24, 36, 48 h was closer to 1 for protein and energy feeds, the R2 of ⑥ 4, 8, 16, 48, 72 h was closer to 1. The closer the value of R2 was to 1, the better the fitted curve fit the observed value (rumen degradation rate of feeds).

Figure 1.

Figure 1

The R2 of fitted curve of DM, CP, and OM of protein feeds of 5 or 7 time points. (AC), respectively, represent the R2 of fitted curve of DM, CP, and OM in the rumen of protein feeds. The number 0 = 7 incubation time points, ①, respectively, the R2 of fitted curve of 2, 16, 24, 36, 48 h; ②, respectively, the R2 of fitted curve of 2, 8, 16, 24, 48 h; ③, respectively, the R2 of fitted curve of 2, 8, 16, 36, 48 h.

Figure 2.

Figure 2

The R2 of fitted curve of DM, CP, and OM of energy feeds of 5 or 7 time points. (AC), respectively, represent the R2 of fitted curve of DM, CP, and OM in the rumen of energy feeds. The number 0 = 7 incubation time points, ①, respectively, the R2 of fitted curve of 2, 16, 24, 36, 48 h; ②, respectively, the R2 of fitted curve of 2, 8, 16, 24, 48 h; ③, respectively, the R2 of fitted curve of 2, 8, 16, 36, 48 h.

Figure 3.

Figure 3

The R2 of fitted curve of DM, CP and OM of roughages of 5 or 7 time points. (AC), respectively, represent the R2 of fitted curve of DM, CP, and OM in the rumen of roughages. The number 0 = 7 incubation time points, ①, respectively, the R2 of fitted curve of 4, 16, 36, 48, 72 h; ②, respectively, the R2 of fitted curve of 4, 16, 24, 48, 72 h; ③, respectively, the R2 of fitted curve of 4, 16, 24, 36, 72 h; ④, respectively, the R2 of fitted curve of 4, 8, 16, 24, 72 h; ⑤, respectively, the R2 of fitted curve of 4, 8, 16, 36, 72 h; ⑥, respectively, the R2 of fitted curve of 4, 8, 16, 48, 72 h.

4. Discussion

The degradation parameters of various types of feeds were different in the rumen, and the effect of different time points combination (①,② and ③ of protein feeds and energy feeds, ①, ②, ③, ④, ⑤, and ⑥ of roughages) on the “a”, “b”, “c” and ED of feeds was also different. The rate and extent of DM fermentation in the rumen were important determinants of the degree of ruminal digestion [23], and they could be affected by the factors of processing, feed property, animal physiological status, etc.

For protein feeds, compared with the degradation parameters “a”, “b”, and “c” of DM and OM, the degradation parameters of CP at five time points had a greater effect, which may have been related to the structure of protein in feeds. For energy feeds, compared with the parameters obtained at seven time points, the effects of different combinations of five time points on degradation parameters were different. Roughages generally have higher NDF and ADF contents. The main components of cell wall NDF and ADF exerted a dramatical limiting effect on the digestibility of forage. For TP, the “a” of DM, the “a” and “c” of CP and OM at five time points (①, ②, ③, ④, ⑤ and ⑥) were significantly lower than that at seven time points; the ED of DM, CP, and OM were significantly higher than that at seven time points. Five time points may not have been suitable to evaluate TP, and the specific reasons need to be further studied. In conclusion, using five time points to evaluate rumen degradation characteristics will lead to changes in degradation parameters (“a”, “b”, and ”c”), but has little effect on ED.

Feed nutrients mainly include rapidly degraded proportion (a), slowly degraded proportion (b), and unstable proportion. The changes of a, b, and c would affect the ED. Although the ED was affected by outflow rate, for this study, the base diet of the sheep was consistent; thus, the effect of fewer samples in nylon bags on outflow rate was negligible. Additionally, ED was one of the most important data points for evaluating the nylon bag method and should be retained. By comparing the degradation parameters obtained at five or seven time points, it was found that the selection of different time points would lead to significant differences in a, b, and c, but it did not show in ED, which may have been because the influence of different time points on the a and b of the feed was cancelled out in the calculation of ED.

The nylon bag technique is a common method to evaluate the nutritional value of ruminant feeds, but the standardization of its measurement procedure needs further improvement. Generally, the more time points measured, the more accurate degradation parameters and ED obtained, and the higher fitting degree of degradation curve obtained. The dynamic degradation curve would evidently present the fermentation characteristics of the feeds in the rumen. Michalet-Doreau [5] and Vanzant [6] suggested that the number of time points could be used to describe the curve. The British AFRC [1] recommended that the nylon bag method be used to determine the rumen degradation characteristics of concentrate and roughage at five time points. In the present study, the rumen degradation curve of nutrients could be obtained at five time points and little gap between the curves fitted with five or seven time points data were found, suggesting a strong feasibility of the simplification of time points in the nylon bag technique. In addition, given that too many time points will much increase workload and cause serious stress to the experimental animals, animal welfare in experimental protocols would be improved and the cost and labor would be reduced by reducing measurement time points. On the other hand, setting too many time points with short time intervals would likely affect the normal function of the rumen and, consequently, affect the test results, in that frequent extraction and placement would lead to the long-time exposure of rumen microbes to the external environment.

In this study, it was feasible to use five time points to calculate the degradation parameters “a”, “b”, and “c” of feeds, and according to the reasonable selection criteria (the difference was not significant, the degradation parameters were closer to seven time points, and the R2 of fitted curve was closer to 1), for protein and energy feeds, the degradation parameters obtained by using ① 2, 16, 24, 36, 48 h were closer to those obtained by using seven time points, and the R2 of the fitting curve obtained was better than the seven time points, for roughages, the degradation parameters obtained by using ⑥ 4, 8, 16, 48, 72 h were closer to those obtained by using seven time points, and the R2 of the fitting curve obtained was better than the seven time points.

5. Conclusions

The results of this study showed that rumen degradation parameters (“a”, “b”, and “c”) varied with different time points, but had little effect on ED, and the R2 of fitted curves obtained five time points was closer to 1. It is feasible to determine the rumen degradation characteristics of feedstuff at five time points. Moreover, the optimal combinations of five rumen incubation time points were found to be 2, 16, 24, 36, 48 h for protein and energy feeds, and 4, 8, 16, 48, 72 h for roughages.

Abbreviations

RSM (rape seed meal); CSM (cotton seed meal); CGM (corn gluten meal); ES (expanded soybean); DDGS (distillers’ dried grains with soluble); SOM (soybean meal); BR (brown rice); BY (barley); WT (wheat); HS (Heilongjiang sorghum); HY9 (Heilongjiang corn Heyu 9); GWC (Guizhou white corn); YC (Yunnan corn); YWB (Yunnan wheat bran); CBS (spouting corn bran); WS (wheat straw); RG (rye grass); RSW (radish straw); BS (beckmannia syzigachne); SS (soybean stem); CWR (Chinese wild rye); RS (rye straw); OG (orchard grass); CS (corn silage); TP (turnip root).

Author Contributions

Conceptualization, validation, and resources, W.Z.; writing—original draft preparation, S.L.; software and validation, L.H.; technical support and revision of the manuscript, F.M. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

The study was conducted in accordance with guidelines of the Animal Care and Use Committee of China Agricultural University (Beijing, China, protocol code AW12212202-1-1).

Informed Consent Statement

Not applicable.

Data Availability Statement

Publicly available data sets were analyzed in this study, and these have been referenced in the manuscript.

Conflicts of Interest

The authors declare no financial or commercial conflict of interest.

Funding Statement

This study was supported by grants from the China Agriculture Research System (CARS-39).

Footnotes

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Data Availability Statement

Publicly available data sets were analyzed in this study, and these have been referenced in the manuscript.


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