Livestock Research for Rural Development 20 (4) 2008 | Guide for preparation of papers | LRRD News | Citation of this paper |
Protein degradability by in sacco method and protein fractionation by laboratory analysis using CNCP (Cornell Net Carbohydrate and Protein) system was determined to develop a prediction equation for predicting degradability from different protein fractions.
Sixteen different types of feeds namely, maize grain (MZ), maize gluten meal (MGM), maize fibre (MF), maize oil cake (MOC), wheat (WT), wheat bran (WB), barley (BRL), soybean meal (SBM), sunflower meal (SFM), deoiled coconut cake (DCC), cottonseed cake (CSC), groundnut cake (GNC), mustard cake (MC), fish meal (FM), guar chuni (GC) and subabul leaves (LLM) were analysed for (A+B1), B2, B3 and C. The above feeds were also incubated in the rumen of three fistulated, adult crossbred cattle to estimate the effective protein degradability (EPD) of individual feeds. A linear regression equation was drawn for EPD from different protein fractions.
Higher A+B1 fraction was observed in MC, GNC and BRL, whereas lower values were noted in MGM, MF and MZ. B2 fraction was highest in MF followed by MZ and LLM and lower values were found in GNC, MC and SBM. B3 fraction was greater in MGM, FM and CSC, whereas the lower values were noted in MC, LLM and MF. Lignin bound nitrogen or C fraction was greater in MGM, GC and LLM and with lower values in BRL, WT, WB, MF and MZ. Higher EPD was found in MC, GNC followed by BRL, MOC and WB, whereas lower values were obtained in MGM, MF, LLM and CSC.
ECPD at different outflow rates were highly and positively correlated (r = 0.84 to 0.88) with (A+B1) fraction, whereas with B2, B3 and C it was negatively associated (r = 0.55 to 0.62, 0.29 to 0.32 and 0.50 to 0.52 for B2, B3 and C, respectively).
Significant predicted variables in stepwise regression included (A+B1), (A+B1)2 and B32 at fractional outflow rate of 0.02 h-1 with R2 value of 0.90. However, the predicted equations at fractional outflow rate of 0.04 and 0.06 h-1 contained (A+B1), (A+B1)2, B3, B32 and C2 predictive variables with high degree of prediction (R2 = 0.93). B3 alone was weak predictor for UDP content of feeds.
Therefore, to avoid the maintenance of fistulated animals and to save time for in sacco experiment, laboratory analysis of protein fractions and fitting them in the regression equation may predict the EPD values effectively.
Key words: Indian feeds, prediction equation, protein degradability, protein fractions
The rate and extent of protein degradability of different feed ingredients varies considerably with protein source and animal species, which ultimately determines the incorporation of feed ingredients in the diets of ruminants.(Kandylis and Nikokyris 1999, Bach et al 2005) It is suggested that there should be enough soluble readily fermentable protein to support microbial growth and fermentation in the rumen for optimum utilization of roughages, and a source of less fermentable protein, which can pass directly to the abomasum and small intestine for a normal proteolytic digestion and absorption process for optimal performance in high-producing ruminants (Tamminga 1979, Broderic et al 1991, Mathis et al 2000). Therefore, information of protein degradability of various feedstuffs that are available locally is needed for formulation of diets using these feeds.
The degradability can be measured by in vivo methods (Chaturvedi and Walli 1995) and in vitro methods (Walli et al 2000). In vitro methods are quicker for screening of large number of feeds but do not give protein degradability in absolute terms. In sacco method is widely accepted to measure the degradability, which is analysed by a computer model developed by Orskov and McDonald (1979). But result obtained may differ depending on bag pore size, fineness of grinding, sample size, sample size to bag surface ratio, position of the bag in the rumen, microbial population/ contamination of bag residues and incubation time (Micchalet- Doreau and Bah 1993, Nocek 1988, Stern et al 1997). To avoid these problems and maintaining fistulated animals for the in sacco studies, Chalupa and Sniffen (1996) proposed partitioning of protein by subjecting the feeds to digestion in different solvents/ detergents based on Cornell Net Carbohydrate and Protein (CNCP) model. Database for different protein fractions have been estimated from a number of feedstuffs (Sharma and Singh 1997a) and for formaldehyde treated groundnut cake and mustard cake at three different levels (Chatterjee 1998). The present study was conducted to determine in vitro and in vivo degradability of some common Indian feed ingredients, and to develop prediction equations for effective protein degradability on the basis of different protein fractions.
Sixteen common feedstuffs viz., maize grain (MZ), maize gluten meal (MGM), maize fibre (MF), maize oil cake (MOC), wheat (WT), wheat bran (WB), barley (BRL), soybean meal (SBM), sunflower meal (SFM), deoiled coconut cake (DCC), cottonseed cake (CSC), groundnut cake (GNC), mustard cake (MC), fish meal (FM), guar churi (GC) were procured from local market near by Karnal region of Haryana, India and subabul leaves (LLM) were collected from trees planted around the fodder farm of the Institute. All the samples were ground to pass 2.5 mm sieve size and N content was estimated by Kjeldahl’s method (AOAC 1984). In sacco study was conducted on three fistulated adult male crossbred cattle, kept on a constant diet of concentrate to roughage (35:65) as per NRC (1989) to meet their maintenance requirement. Pre-weighed nylon bags (Nocek 1988) containing 5 g of milled samples were placed inside the rumen of each animals. The samples were taken out at 3, 6, 12, 36, and 48 h interval and thoroughly washed and bags were dried in an oven first at low temperature (60 ºC) and then at higher temperature (90oC) to determine DM and N loss in rumen. Dry and protein disappearance data were fitted to the model of Orskov and McDonald (1979) to estimate the kinetics of degradability of DM and CP such as a, b and c.
Y= a+b(1-exp-ct)
where,
a = rapidly degradable fraction,
b = insoluble but potentially degradable fraction,
c = rate of degradation
The effective degradability (P) of DM and CP was calculated using the equation shown below, using rumen fractional outflow rates (r) of 0.02 and 0.04 and 0.06 h-1
P = a + [(bxc)/(c+r)]
Fractionation of protein was done as per Chalupa and Sniffen (1996). Accordingly, different protein fractions were calculated:
(A + B1): Corresponds to non-protein nitrogen and rapidly degradable true proteins (all globulin and some albumin). This fraction is soluble in phosphate buffer.
B2 : (PBIN - NDIN) is rest of albumin and all glutelins. This true protein have intermediate degradation rate.
B3 : (NDIN - ADIN) is prolamins, extension proteins and denatured protein, and is slowly degradable.
C : It is derived from acid detergent insoluble nitrogen (ADIN). This fraction corresponds to Maillard products and N bound to lignin.
One-way analysis of variance (ANOVA) using SPSS (2001) was carried out to compare the data of in sacco degradability values, RDP and UDP content, and different N fractions of feeds. The significance among the individual means was identified using Tukey’s multiple range test. Simple Pearson correlation between effective degradability of CP and different N fractions of feeds estimated using SPSS (2001). Stepwise multiple regression procedure of SPSS (2001) was conducted to predict the effective crude protein degradability (ECPD) from different N fractions with their quadratic terms included for the model development.
Degradation constants (a, b and c), potential and effective degradability for DM at different rumen fractional outflow rates is shown in Table 1.
Table 1. Dry matter degradation kinetics and effective dry matter degradability (EDMD) of different feeds |
||||||
Ingredients |
a |
b |
c |
EDMD at outflow rate, h-1 |
||
0.02 |
0.04 |
0.06 |
||||
Mustard cake |
68.38k |
31.62a |
0.033abc |
88.10i |
82.73g |
79.66g |
Groundnut cake |
46.41j |
42.36a |
0.091ef |
81.26hi |
75.90fg |
71.98fg |
Barley grain |
40.39ij |
44.86a |
0.069de |
72.83fgh |
66.87def |
62.76ef |
Maize oil cake |
1.98a |
98.01f |
0.052cd |
72.61fgh |
57.23cd |
47.36c |
Wheat bran |
28.99fg |
59.74bc |
0.072de |
75.77gh |
67.47ef |
61.68e |
Wheat |
11.02bcd |
83.55e |
0.097f |
80.61hi |
70.45ef |
62.88ef |
Deoiled coconut cake |
30.22gh |
69.77cd |
0.021ab |
65.52def |
54.05c |
48.26cd |
Guar chuni |
21.31ef |
64.80bcd |
0.067de |
72.75fgh |
63.14cde |
56.56cde |
Sunflower meal |
37.76hi |
35.49a |
0.042bc |
61.57cde |
55.71c |
52.18cd |
Soybean meal |
25.94fg |
55.82b |
0.112f |
73.15fgh |
66.85def |
62.03e |
Fish meal |
8.16abc |
56.66b |
0.055cd |
49.69b |
40.94b |
35.23b |
Maize grain |
15.30cde |
64.26bc |
0.027ab |
52.12bc |
41.13b |
35.19b |
Cotton seed cake |
38.91ij |
61.08bc |
0.014a |
63.92def |
54.69c |
50.44cd |
Leucaena leaf meal |
17.17de |
56.19b |
0.143g |
66.47efg |
61.08cde |
56.76de |
Maize fiber |
3.21ab |
96.78f |
0.024ab |
55.78bcd |
39.34b |
30.74b |
Maize gluten meal |
5.81ab |
77.80de |
0.012a |
34.85a |
23.69a |
18.73a |
SE |
2.16 |
3.41 |
0.0067 |
2.69 |
2.62 |
2.50 |
a, b and c are constants of the exponential equation [P= a+b (1-e-ct)] where ‘a’ is the rapidly degradable fraction, b the slowly degradable fraction and ‘c’ the rate of degradation of fraction ‘b’, EDMD: effective degradability of DM. a-kLetters with different superscripts within a column differ significantly (P < 0.05) |
Rapidly degradable fraction (a) was greatest in MC, with intermediate values in GNC, BRL, CSC, WB, DCC, SFM and SBM. Other feeds had low ‘a’ values. Potential degradable fraction (b) was higher in MOC, MF, WT and MGM; intermediate values in DCC, GC, MZ, CSC, WB, FM, LLM and SBM and lower values in BRL, GNC, SFM and MC. Rate of degradation (c) of DM was higher in LLM, SBM, WT and GNC, whereas the lower values were obtained in MGM, CSC, DCC, MF, MZ and MC. EDMD at different rumen fractional outflow rate was lower in MGM followed by FM, MZ and MF, and was higher in MC, GNC and WT.
Degradation constants and effective degradability of CP is shown in Table 2.
Table 2. Crude protein degradation kinetics and effective protein degradability (EPD) of different feeds |
||||||
Ingredients |
a |
b |
c |
ECPD at outflow rate, h-1 |
||
0.02 |
0.04 |
0.06 |
||||
Mustard cake |
46.40j |
57.72a |
0.060defg |
84.78fg |
76.87g |
71.77f |
Groundnut cake |
26.98gh |
70.38e |
0.107i |
86.28g |
78.21g |
72.08f |
Barley grain |
22.51fg |
72.26ef |
0.104i |
83.10efg |
74.68fg |
68.32f |
Maize oil cake |
13.54cd |
82.86gh |
0.075gh |
78.96def |
67.58ef |
59.57e |
Wheat bran |
12.91cd |
78.48fg |
0.090hi |
77.08de |
67.18e |
59.94e |
Wheat |
10.00bc |
89.99ij |
0.064efg |
78.54def |
65.35de |
56.42e |
Deoiled coconut cake |
22.45fg |
77.54fg |
0.049def |
77.50de |
65.13de |
57.30e |
Guar chuni |
21.53f |
67.60cde |
0.068fgh |
73.75cd |
64.07de |
57.42e |
Sunflower meal |
38.18i |
61.81bcd |
0.025abc |
72.38cd |
61.86de |
56.29e |
Soybean meal |
23.04fg |
60.95bc |
0.058defg |
68.21c |
58.94d |
52.83e |
Fish meal |
20.06ef |
57.62ab |
0.045cde |
59.94b |
50.56c |
44.75d |
Maize grain |
31.50h |
68.49de |
0.012a |
57.14b |
47.28bc |
42.90cd |
Cotton seed cake |
16.73de |
83.26ghi |
0.022ab |
60.33b |
46.27bc |
39.07bcd |
Leucaena leaf meal |
6.03b |
78.52fg |
0.038bcd |
57.63b |
44.39bc |
36.56bc |
Maize fiber |
7.71b |
92.28j |
0.023abc |
57.01b |
41.36b |
33.26b |
Maize gluten meal |
0.13a |
87.23hij |
0.011a |
30.94a |
18.88a |
13.60a |
SE |
1.23 |
1.85 |
0.0060 |
1.83 |
1.96 |
1.95 |
a, b and c are
constants of the exponential equation [P= a+b (1-e-ct)]
where ‘a’ is the rapidly degradable fraction, b the slowly
degradable fraction and ‘c’ the rate of degradation of fraction ‘b’,
ECPD: Effective degradability of crude protein. |
The values of ‘a’ for CP were high in MC, SFM, MZ and GNC followed by in SBM, DCC, BRL, GC and FM, and was low in other feeds. Potential degradability (b) of CP was greater in MF, WT, MGM, CSC, MOC, LLM, WB and DCC, whereas low values were obtained in FM, MC, SBM and SFM. Rate of degradation for CP was higher in GNC, BRL, MOC and WB, and was lower in MGM, MZ, CSC, MF and SFM. The ECPD values ranked MGM < MF = LMM = CSC = MZ = FM < SBM ≤ SFM = GC ≤ DCC = WB ≤ WT = MOC ≤ BRL ≤ MC ≤ GNC at fractional outflow rate of 0.02 h-1. Same trend also followed in other rumen outflow rates. Out of 16 feeds, most of these viz., MOC, SFM, SBM, BRL, WT, WB, DCC, GC, GNC, MC had high (> 55%) ECPD at fractional outflow rate of 0.04 h-1.
Murphy and Kenelly (1987), Walli et al (1991) and Woods et al (2002) observed similar trend in ECPD value for BRL, whereas Mustafa et al (1998) reported lower ECPD value, which may be due to difference in milling of the grain. Zerbini and Polan (1985) and Sharma and Singh (1997b), Murphy and Kennelly (1987), Walli et al (1991) and Haldar and Rai (2002) reported a different value for MZ. For CSC, Sharma and Singh (1997b) reported a similar value, but Walli et al (1991) reported a lower value and Zerbini and Polan (1985) and Haldar and Rai (2002) reported a higher value of ECPD. Ha and Kennelly (1984), Zerbini and Polan (1985) reported a lower ECPD value for FM, whereas Siddons et al (1985) reported a higher and Woods et al (2002) observed a similar ECPD value for FM. This may be due to type of fish used for preparation of meal and processing of the feed. In case of SBM, Ha and Kennelly (1984) and Walli et al (2000) reported a little difference in EPD value, but Santos et al (1984), Zerbini and Polan (1985) and Woods et al (2002) reported a higher EPD value. In case of SFM, Sharma and Singh (1997b) and Woods et al (2002) observed a higher ECPD value for SFM. For WB, Walli et al (1991) and Sharma and Singh (1997b) reported a similar ECPD value however, Haldar and Rai (2002) observed a different EPD value. LLM, which is also a high protein source, had the similar EPD value as reported by Sampath et al (1989). ECPD of GNC was similar as reported by Haldar and Rai (2002) but for MC they reported a lower value.
UDP values were calculated from ECPD at different rumen outflow rates for each feed and presented in Table 3.
Table 3.
Crude protein (CP) and rumen undegradable protein content (RUP, % DM
basis) of some common feeds at |
|||||
Ingredients |
|
CP |
UDP at rumen outflow rates |
||
0.02 |
0.04 |
0.06 |
|||
Mustard cake |
1 |
33.18de |
5.12bc |
7.76cd |
9.45de |
Groundnut cake |
2 |
43.19f |
5.92c |
9.40d |
12.06e |
Barley grain |
3 |
10.25a |
1.73a |
2.60a |
3.26a |
Maize oil cake |
4 |
21.00b |
4.42abc |
6.80cd |
8.49cde |
Wheat bran |
5 |
13.56a |
3.12abc |
4.46abc |
5.45abc |
Wheat |
6 |
8.94a |
1.92ab |
3.11ab |
3.91ab |
Deoiled coconut cake |
7 |
25.50bc |
5.74c |
8.89d |
10.89e |
Guar chuni |
8 |
55.12h |
14.46ef |
19.79gh |
23.45hi |
Sunflower meal |
9 |
36.31e |
10.04d |
13.86e |
15.88f |
Soybean meal |
10 |
54.81h |
17.44fg |
22.51hi |
25.85ij |
Fish meal |
11 |
49.06g |
19.66g |
24.27i |
27.12j |
Maize grain |
12 |
12.56a |
5.36c |
6.60bcd |
7.15bcd |
Cotton seed cake |
13 |
29.19cd |
11.58de |
15.69ef |
17.79fg |
Leucaena leaf meal |
14 |
32.87de |
13.92e |
18.28fg |
20.85gh |
Maize fiber |
15 |
10.12a |
4.36abc |
5.95abcd |
6.76abcd |
Maize gluten meal |
16 |
70.31i |
48.56h |
57.04j |
60.75k |
SE |
|
1.305 |
0.894 |
0.956 |
0.990 |
Although UDP content (%DM) differed depending upon the rumen outflow rates, it was greatest in MGM, followed by moderate quantity in FM, SBM, GC, LLM, SFM and CSC, low quantity in DCC, GNC, MC, MOC and MZ. UDP content was lowest in BRL, WT and WB. Haldar and Rai (2002) reported a similar UDP value for GNC and WB whereas different value for MZ, CSC, MC and MGM. On the basis of UDP values, it may be suggested that MGM, FM, SBM, GC, CSC and LLM are good source of naturally occurring bypass protein.
Crude protein is the heterogeneous mixture of true protein and NPN. The protein fractions in the feed affect both ruminal degradability and digestion of undegradable protein in the small intestine. A method of partitioning proteins by subjecting feeds in different solvents and detergents have been developed by Chalupa and Sniffen (1996). Results of different protein fractions are shown in Table 4.
Table 4. N solubility and protein fractions in different feeds (% of total N) |
||||||
Ingredients |
PBSN (A+B1) |
PBIN |
NDIN |
B2 |
B3 |
ADIN (C) |
Mustard cake |
76.24i |
23.76a |
13.19a |
10.57b |
9.96a |
3.23ab |
Groundnut cake |
74.15i |
25.85a |
20.50cd |
5.35a |
15.33b |
5.17abcde |
Barley grain |
51.35h |
48.65b |
36.49gh |
12.16bc |
32.31fg |
4.18abcd |
Maize oil cake |
35.61de |
64.39ef |
26.79ef |
37.60i |
20.81c |
5.98bcdef |
Wheat bran |
46.51gh |
53.49bc |
23.39de |
30.10gh |
20.32c |
3.07a |
Wheat |
37.80def |
62.20def |
31.76fg |
30.44h |
27.59de |
4.17abcd |
Deoiled coconut cake |
43.80fg |
56.20cd |
43.27ij |
12.93bc |
38.18hi |
5.09abcde |
Guar chuni |
46.41gh |
53.59bc |
32.82gh |
20.77def |
25.27d |
7.55ef |
Sunflower meal |
37.71def |
62.29def |
36.95h |
25.34fg |
31.13ef |
5.82abcde |
Soybean meal |
41.61efg |
58.39cde |
42.49i |
15.90cd |
35.70gh |
6.79def |
Fish meal |
27.82bc |
72.18gh |
47.82j |
24.36ef |
44.32jk |
3.50abc |
Maize grain |
23.72b |
76.28h |
18.75bcd |
57.50j |
14.78b |
3.97abcd |
Cotton seed cake |
32.10d |
67.90fg |
47.82j |
20.08de |
41.49ij |
6.33cdef |
Leucaena leaf meal |
25.41bc |
74.59gh |
17.55abc |
57.04j |
9.97a |
7.58ef |
Maize fiber |
20.41b |
79.59h |
14.83ab |
64.76k |
8.91a |
5.92abcdef |
Maize gluten meal |
11.65a |
88.35i |
54.95k |
33.40hi |
46.17k |
8.78f |
SE |
2.03 |
2.03 |
1.40 |
1.34 |
1.19 |
0.77 |
PBSN, phosphate buffer soluble nitrogen; PBIN, phosphate buffer insoluble nitrogen; NDIN, neutral detergent insoluble nitrogen; B2, (PBIN - NDIN); C, corresponds to acid detergent insoluble nitrogen (ADIN); B3, (NDIN - ADIN) SE, standard error |
The lower values (percent of CP) for PBSN or A+B1 fraction was in MGM followed by MF and the greater values were in MC, GNC and BRL. NDIN content was greater in MGM, CSC, DCC, FM and SBM, was and lower in MC, LLM and MF. ADIN was highest in MGM followed by LLM and GC, whereas the lowest ADIN value was obtained in WB followed by MC and FM. (A+B1) represents PBSN portion, which is highly degradable in rumen and B2 fraction is 5-15% degradable whereas B3 is only 0.1-1.5% degradable, and C is the fraction that is neither degraded in rumen nor digested in lower tract, and this represents the ADIN portion of the feed. B2 fraction was higher in MF, MZ, LLM, and was lower in GNC, MC, BRL, DCC and SBM. B3 portion was greater in MGM, FM, CSC and DCC, whereas the lower B2 value was noted in MF, MC and LLM. Results of N solubility and protein fractions in some of the feeds are somewhat different than those obtained by Sharma and Singh (1997a) and Chatterjee (1998) which may be due to variation in feed sources, as composition could vary from region to region or from time to time, depending on soil type, fertilization as well as plant variety and the method of processing.
Correlation coefficient (r) of ECPD at different fractional rumen outflow rates with (A+B1), B2, B3, and C are presented in Table 5.
Table 5. Pearson correlation between effective crude protein degradability (ECPD) at different outflow rates (0.02 to 0.06) and different protein fractions |
|||||||
|
ECPD0.02 |
ECPD0.04 |
ECPD0.06 |
A + B1 |
B2 |
B3 |
C |
ECPD0.02 |
1 |
0.99** |
0.98** |
0.84** |
-0.55** |
-0.32* |
-0.50** |
ECPD0.04 |
|
1 |
1** |
0.87** |
-0.60** |
-0.29* |
-0.51** |
ECPD0.06 |
|
|
1 |
0.88** |
-0.62** |
-0.29* |
-0.52** |
A + B1 |
|
|
|
1 |
-0.72** |
-0.30* |
-0.41** |
B2 |
|
|
|
|
1 |
-0.43** |
0.17 |
B3 |
|
|
|
|
|
1 |
0.20 |
C |
|
|
|
|
|
|
1 |
A+B1, phosphate buffer soluble nitrogen; B2, [phosphate buffer insoluble nitrogen (PBIN) - neutral detergent insoluble nitrogen (NDIN)]; C, corresponds to acid detergent insoluble nitrogen (ADIN); B3, (NDIN - ADIN) **Correlation is significant at the 0.01 level. *Correlation is significant at the 0.05 level. |
ECPD values were highly and positively correlated with (A+B1) fraction, whereas with B2 and C it was negatively associated with intermediate correlation. ECPD and B3 was also negatively correlated with low value of r. The prediction equations to determine in sacco ECPD using different protein fractions is shown in Table 6.
Table 6. Stepwise regressions to predict the effective protein degradability from different protein fractions |
||||||
Dependent variables |
Intercept or independent variables |
Parameter estimate |
SE |
P Value |
Model R2 |
RMSE |
ECPD0.02 |
Intercept |
19.07 |
3.81 |
<0.001 |
0.90 |
4.68 |
|
(A+B1) |
2.10 |
0.170 |
<0.001 |
|
|
|
(A+B1)2 |
-0.016 |
0.002 |
<0.001 |
|
|
|
B32 |
-0.004 |
0.001 |
0.001 |
|
|
ECPD0.04 |
Intercept |
10.41 |
4.28 |
0.019 |
0.93 |
4.28 |
|
(A+B1) |
1.43 |
0.286 |
<0.001 |
|
|
|
(A+B1)2 |
-0.009 |
0.003 |
0.004 |
|
|
|
B3 |
1.18 |
0.460 |
0.014 |
|
|
|
B32 |
-0.024 |
0.008 |
0.006 |
|
|
|
C2 |
-0.104 |
0.036 |
0.006 |
|
|
ECPD0.06 |
Intercept |
5.93 |
4.16 |
0.16 |
0.93 |
4.16 |
|
(A+B1) |
1.210 |
0.277 |
<0.001 |
|
|
|
(A+B1)2 |
-0.006 |
0.003 |
0.032 |
|
|
|
B3 |
1.348 |
0.447 |
0.002 |
|
|
|
B32 |
-0.027 |
0.008 |
0.002 |
|
|
|
C2 |
-0.115 |
0.035 |
0.004 |
|
|
ECPD0.02-0.06: effective crude protein degradability at outflow rate of 0.02 to 0.06; SE: standard error; RMSE: root means square error. A + B1: phosphate buffer soluble nitrogen; C: acid detergent insoluble nitrogen (ADIN); B3, (neutral detergent insoluble nitrogen - ADIN) |
Significant predicted variables in stepwise regression included (A+B1), (A+B1)2 and B32 at fractional outflow rate of 0.02 h-1 with R2 value of 0.90. However, the predicted equations at fractional outflow rate of 0.04 and 0.06 h-1 contained (A+B1), (A+B1)2, B3, B32 and C2 predictive variables with high degree of prediction. Stepwise regression did not include B2 protein fractions of feeds. Therefore, it seems that (A+B1), B3, and C fraction of feeds are most important in predicting ECPD. When slowly degradable protein fraction (B3) was used to predict the UDP content of feeds, B3 predicted the UDP content moderately (Figure 1).
|
Figure 1. Prediction of UDP content (% of CP) of feeds from B3 (% of CP). When all the data included, the prediction equation (—) was UDP (%CP) = 75.53 - 3.71 x B3 + 0.076 x B32, R2 = 0.49. However, when some data (■) was excluded, the prediction equation (—) was UDP (%CP) = 12.76 + 0.0826 x B3, R2 = 0.86 |
However, when the UDP data of some feeds was not included to develop prediction equation from B3, equation gave high degree of prediction (R2 = 0.86). Some of the characteristics of these feeds when not included predicting UDP from B3 highly is having high fiber content and/or high B2 content. B2 protein fraction of feeds is partially digested and thus may contribute to UDP content of feeds. This might be one reason of low prediction of UDP from B3 when all the data were included. Sharma and Singh (1997b) reported a high R2 value for the prediction equation involving ECPD and all the protein fractions of the feed. Similarly Chatterjee and Walli (2002) reported a high R2 value for the prediction equation with respect to formaldehyde treated mustard cake and groundnut cake at four different levels.
Fractionation of feed protein into different fractions by the laboratory method suggested under CNCP system has potential to replace in situ protein degradability using nylon bag technique that is tedious and involves maintenance of fistulated animals.
The values for RDP and UDP can be calculated from the prediction equation for ECPD using different protein fractions as degree of prediction was found to be very high. between the predicted values and the actual measurements by nylon bag technique.
Therefore, laboratory
analysis of protein fractions and fitting them in the regression equation may
predict the in sacco ECPD values very effectively
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Received 30 October 2007; Accepted 13 December 2007; Published 4 April 2008