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Department of Dairy Science, University of Wisconsin, Madison 53706
2 Corresponding author: dkcombs{at}wisc.edu
| ABSTRACT |
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Key Words: neutral detergent fiber digestibility in vitro forage
| INTRODUCTION |
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Goeser and Combs (2009) recently developed an alternative technique to measure in vitro NDF digestibility. Interassay variation was significantly reduced when ground cellulose was added to rumen fluid inoculum and the mixture was allowed to reach a standard gas pressure before sample inoculation. The priming technique resulted in reduced interassay error, or improved precision, relative to a modified Goering and Van Soest (1970) ivNDFD assay. However, estimates of 24-h ivNDFD were lower for the priming technique than estimates based on the modified Goering and Van Soest assay.
In commercial laboratories, most forage analyses are done by near-infrared reflectance spectroscopy (NIRS). The precision of NIRS calibration equations depends on the precision of the analytical technique used to calibrate the NIRS instrument (Shenk and Westerhaus, 1994) and previous attempts to calibrate NIRS to ivNDFD for diverse feeds have been unsuccessful because of imprecision in the laboratory technique (Andres et al., 2005; Mentink et al., 2006). An ivNDFD analytical assay with lower interassay error may allow for NIRS calibrations with improved calibration statistics.
The purpose of this study was not to determine which method may be more accurate, but to compare the precision of the methods. We compared precision by measuring intra- and interassay error for the 3 ivNDFD methods. The modified priming technique was then used to calibrate NIRS by using 24-, 30-, and 48-h ivNDFD data for validation of the modified priming technique precision.
| MATERIALS AND METHODS |
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Experiment A—Comparing ivNDFD Estimates, and Intra- and Interassay Precision of 3 ivNDFD Methods
Each of the 3 ivNDFD techniques evaluated in this experiment used rumen fluid inoculum collected and pooled from 2 ruminally cannulated, lactating dairy cows. The first method evaluated was a modified Goering and Van Soest (1970) ivNDFD technique (GV) described by Goeser and Combs (2009). The second method was a modification of the priming technique described by Goeser and Combs (2009; CG), and the third method used unprimed inoculum that had been held until it reached the same gas pressure as in the CG method (UN).
Two forages, alfalfa silage and wheat straw, were analyzed with each of the 3 ivNDFD methods. Both forages were analyzed by Dairyland Laboratories Inc. (Arcadia, WI) by AOAC (2006) methods for DM (method 930.15), CP (method 954.01), and ash (method 942.15). The methods described by Goering and Van Soest (1970) were used to sequentially determine ADF and sulfuric acid-lignin. Both forages were dried at 60°C for 48 h in a forced-air oven and ground to pass a 1-mm Wiley mill screen (Arthur H. Thomas, Philadelphia, PA) before submission for chemical analysis or for in vitro fiber digestibility. The in vitro NDF digestion assays were conducted as follows.
Approximately 0.5 g of dried, ground forage sample was weighed into tared, labeled filter bags with a mean pore size of 35 µm (F57, Ankom Technology, Macedon, NY). The CG and UN samples were prepared and digested in a manner similar to the rumen fluid priming method, and the GV samples were prepared and digested in a manner similar to the GV technique described by Goeser and Combs (2009). The forage fiber bags remained sealed for the entire procedure for each of the 3 methods. Five repetitions were completed and each repetition included zero hour, 5 digestion time points (24, 28, 48, 54, and 72 h), and blank samples analyzed in triplicate for each of the 3 techniques described.
Although the forage samples were prepared in a similar manner, the CG and UN methods used different rumen fluid inoculum preparation procedures based on the methods of Goeser and Combs (2009).
Rumen Fluid Collection and GV Flask Inoculation.
The Research Animal and Resource Center of the College of Agriculture and Life Sciences, University of Wisconsin-Madison, approved the animal experimental protocol. At approximately 0630 h on the day of inoculation, all flasks were subjected to continuous CO2 flow, and 2 mL of reducing solution was added to each flask designated to the GV. At 0645 h, approximately 1 L of rumen fluid was collected from each of 2 cannulated, lactating cows into prewarmed, glass-lined Thermoses. The donor cows were fed a 97% forage and 3% concentrate diet ad libitum, once daily at 0700 h. The rumen fluid inoculum was strained through 4 layers of cheesecloth while under CO2 flow, and fluid from each cow was pooled in a 2,000-mL Erlenmeyer flask. Approximately 800 mL of strained, pooled rumen fluid was used to inoculate the GV flasks immediately, with 10 mL of rumen fluid inoculum per flask. The period from rumen fluid collection to GV flask inoculation was approximately 15 min.
CG Primer.
The CG primer consisted of (% of DM) 40% cellulose (Whatman no. 42 ashless filter paper, Whatman International Ltd., Maidstone, UK; ground to pass a 1-mm screen), 20% urea, 20% corn starch, and 20% cellobiose. This primer differed from the cellulose primer used by Goeser and Combs (2009).
CG Rumen Fluid Priming Procedure and CG and UN Flask Inoculation.
At 0630 h on the day of inoculation, 0.3125 g of primer was combined with 250 mL of buffer solution and 40 mL of reducing solution in each of two 1,000-mL side-arm Erlenmeyer flasks designated for the CG method. The buffer and reducing solutions were prepared as described by Goering and Van Soest (1970). Two separate 1,000-mL side-arm Erlenmeyer flasks containing only 250 mL of buffer and 40 mL of reducing solution were used for the UN method. The primer was not used with the UN method. All 1,000-mL flasks were gassed with CO2 for 15 min while rumen fluid inoculum was collected. At 0645 h, 250 mL of strained, pooled rumen fluid was added to each of the CG and UN 1,000-mL flasks. The CG and UN flasks were then sealed with rubber stoppers, set in an incubating (39°C) shaker, and allowed to reach 37.4 mmHg of pressure, which corresponded to 30 mL of gas production or 0.12 mL of gas production/mL of rumen fluid inoculum. The amount of gas production to reach 37.4 mmHg was determined through manual calibration by forcing known amounts of gas into a sealed 1,000-mL side-arm flask and measuring corresponding pressures with an electronic pressure sensor. After CG or UN flasks averaged 37.4 mmHg per flask, the contents of the 1,000-mL Erlenmeyer flasks were recombined under CO2 and used to inoculate the UN or CG samples with 22 mL of inoculum solution per flask.
Sample Analysis.
At approximately 1500 h each day, all remaining forage fiber bags were deflated with a plastic rod while purging the in vitro flask with CO2. Samples were removed at 24, 28, 48, 54, and 72 h after inoculation. Fermentations were terminated by rinsing the bags with ambient-temperature distilled water until the effluent was clear, similar to the technique described by Eun et al. (2007). Sample NDF content was determined by using a neutral detergent solution containing
-amylase and sodium sulfite, according to the procedure described by Goering and Van Soest (1970) adapted for an Ankom200 Fiber Analyzer (Ankom Technology). Neutral detergent fiber percentages were determined using the following equation:
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The bag correction factor is the weight of an empty, sealed bag divided by the weight of the same bag after undergoing the ruminal in vitro and NDF procedure. Neutral detergent fiber digestibility was determined by using the following equation:
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Statistical Analysis.
The complete data set was analyzed as a randomized complete block design with subsampling by using PROC MIXED (SAS Institute Inc., Cary, NC). The model used was as follows:
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Experiment B
The objective of this experiment was to determine the feasibility of NIRS for predicting CG ivNDFD. Fifty-four forages collected from the University of Wisconsin Marshfield Soils and Forage Analysis Laboratory (Marshfield, WI) were dried at 60°C for 48 h in a forced-air oven and ground to pass a 1-mm Wiley mill screen (Arthur H. Thomas, Philadelphia, PA). The forage set included 27 alfalfa (Medicago sativa L.) hays and silages, 12 whole-plant corn (Zea mays L.) silages, 9 timothy (Phleum pretense L.) hays and silages, and 5 oat (Avena sativa L.) hays and 1 wheat (Triticum aestivum) straw. The forages were selected to represent a wide range in maturity and fiber concentration. The set of 54 forages was digested for 24, 30, and 48 h in duplicate within a repetition by using the CG method described above. The 54 forages were not analyzed with the UN or GV methods because of time and resource constraints. Each forage sample was digested in 3 separate repetitions and for 24, 30, and 48 h with duplicate subsamples for each repetition and time point combination. Eighteen forages were analyzed in each repetition, with an alfalfa silage internal standard included in each repetition.
Following ivNDFD analysis of all forages, undigested and ground forage samples were packed into a cylindrical sample holder equipped with a quartz window and scanned between 400 and 2,498 nm according to the procedures of Marten et al. (1983) on a near-infrared reflectance spectrophotometer (model 6500; Foss-NIR System, FFoss, Silver Spring, MD) fit with a spinning cup holder. Forage sample data included 24-, 30-, and 48-h ivNDFD for development of calibration equations. Calibrations were computed using partial least squares regression techniques with a 2, 4, 4, 1 math treatment and the procedures of Mentink et al. (2006). Calibration performance was evaluated by using cross-validation (Shenk and Westerhaus, 1991), where prediction error was evaluated by dividing the calibration samples into subsets (n = 4), with 1 subset reserved for validation and the remaining subsets used for calibration. Cross-validation was completed until all subsets were used for validation once. The strength of calibration performance was based on the coefficient of determination (R2), the standard error of calibration, the standard error of cross-validation, and 1 minus the variance ratio (1 – VR).
| RESULTS AND DISCUSSION |
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In experiment A, the primer used by Goeser and Combs (2009) was changed from pure cellulose to a mixture of carbohydrates and urea that would be similar in chemical composition to a diet that was 60% forage and 40% concentrate, theoretically providing substrate for proteolytic, cellulolytic, and noncellulolytic microbial populations. The effect of the primer was also separated from the effect of allowing rumen fluid to produce 0.12 mL of gas/mL of rumen fluid inoculum by comparing CG with UN.
Forage samples analyzed in vitro differed by approximately 30% units in NDF content, 44.9 and 73.6% for alfalfa silage and wheat straw, respectively. Crude protein (20.62, 6.36), ADF (41.44, 57.03), lignin (8.37, 9.71), fat (3.75, 0.82), and ash content (10.22, 7.11) as a percentage of DM also differed numerically for the alfalfa and straw samples, respectively. Testing the precision of ivNDFD estimates using 2 forage samples ranging in NDF content in a highly replicated design may have been a more robust set of conditions to test precision of the in vitro NDF digestion techniques than those of Goeser and Combs (2009) in a prior study.
The amount of time for the combination of 1,000-mL side-arm Erlenmeyer flasks (CG or UN) to reach an average of 37.4 mmHg varied from 1 to 3 h. Mean ivNDFD estimates across both feeds and all time points differed at 35.51 and 35.94% of NDF for the CG and GV, respectively (Table 1); however, this difference was most likely not biologically relevant. This difference was most likely caused by the CG 24-h ivNDFD mean being lower (P < 0.05) than the GV method. The 24-h observation was similar to what Goeser and Combs (2009) observed. However, the difference in 24-h ivNDFD between CG and GV (1.3% units, P < 0.05) was numerically smaller than the difference at 24 h previously reported by Goeser and Combs (2009). Estimated ivNDFD for CG and GV were similar at 28, 48, and 54 h, and CG was greater after 72 h of digestion (Table 1). In the previous experiment (Goeser and Combs, 2009), the depression in 24-h ivNDFD values with the primed inoculum relative to the traditional method could have been due to a greater substrate-to-inoculum ratio in the primed technique in vitro flasks during digestion. In the present experiment, 24-h ivNDFD estimates were still slightly depressed, but ivNDFD estimated at later time points with the CG and GV were similar.
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Results of this study also indicate that pretreatment of rumen fluid did not affect intraassay error (Table 3). The mean deviations within groups for each method were not different after Levenes test (Levene, 1960). Adding a primer and allowing bacterial growth did not increase the precision of triplicate ivNDFD estimates in each repetition. The results suggest that priming affects only one of the errors to which ivNDFD estimates are subject. This observation is consistent with prior observations by Goeser and Combs (2009).
In vitro NDFD estimates from the UN technique, in which rumen fluid was not primed but was held in the preinoculation flask until the gas pressure reached 37 mmHg, were not as precise as ivNDFD estimates attained by the CG method. This observation suggests that both adding a primer and allowing 0.12 mL of gas production/mL of rumen fluid are necessary to achieve the greatest ivNDFD precision over time.
The forage set used in experiment B, with summary statistics provided in Table 4, is comparable in size to that used by De Boever et al. (1996). The authors used a set of similar size to determine the acceptability of NIRS prediction for digestion parameters. This size set may be considered a small-scale, or local, calibration set (Aastveit and Marum, 1993). A local calibration set offers validation of the precision of the reference technique and may determine the potential of the reference technique for developing universal, or large-scale, NIRS calibrations. The NIRS calibration equation R2 values were 0.93, 0.93, and 0.89 for 24-, 30-, and 48-h ivNDFD, respectively (Table 5). The NIRS calibration equation R2 value for 48-h ivNDFD in this study was higher than in previously published values for ivNDFD (Andres et al., 2005; Mentink et al., 2006). Further, to our knowledge, this is the first study to show similar NIRS calibration statistics for 24-, 30-, and 48-h ivNDFD measurements with a diverse set of forages. No comparisons of ivNDFD NIRS calibration R2 values with previous research could be made for the 24- and 30-h time points; however, the NIRS calibration equation statistics for 24 and 30 h were similar to those at 48 h, and the 48-h statistics suggest improved reference technique precision.
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| CONCLUSIONS |
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| FOOTNOTES |
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Received for publication September 24, 2008. Accepted for publication March 6, 2009.
| REFERENCES |
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