Next Article in Journal
Effect of Sow Body Weight at First Service on Body Status and Performance during First Parity and Lifetime
Previous Article in Journal
Evaluation of Prolonged Endometrial Inflammation Associated with the Periparturient Metabolic State in Dairy Cows
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

In Vitro Rumen Fermentation and Post-Ruminal Digestibility of Sorghum–Soybean Forage as Affected by Ensiling Length, Storage Temperature, and Its Interactions with Crude Protein Levels

1
Institute of Animal Nutrition and Rangeland Management in the Tropics and Subtropics, University of Hohenheim, 70599 Stuttgart, Germany
2
Institute of Animal Nutrition and Physiology, Christian-Albrechts Universität zu Kiel, 24118 Kiel, Germany
3
Graduate School, Faculty of Agricultural Sciences, University of El Salvador, San Salvador, El Salvador
*
Authors to whom correspondence should be addressed.
Animals 2022, 12(23), 3400; https://doi.org/10.3390/ani12233400
Submission received: 8 November 2022 / Revised: 28 November 2022 / Accepted: 30 November 2022 / Published: 2 December 2022

Abstract

:

Simple Summary

The purpose of the study was to evaluate the effects of ensiling length, storage temperature, and its interaction with crude protein (CP) levels in sorghum-soybean forage mixtures on in vitro rumen fermentation and post-ruminal nutrient digestibility. Ensiling until 75 day (d) increased the microbial end products of rumen fermentation in comparison to fresh forage and to forage ensiled beyond 75 d. The outdoor storage temperature of ensiled sorghum-soybean forage influenced the post-ruminal digestibility of CP negatively, whereas increased CP levels positively influenced rumen fermentation and post-ruminal digestibility. In conclusion, ensiling beyond 75 d reduces CP digestibility significantly.

Abstract

The study aimed to evaluate the effects of ensiling length, storage temperature, and its interaction with crude protein (CP) levels in sorghum–soybean forage mixtures on in vitro rumen fermentation and post-ruminal digestibility of nutrients. The dietary treatments consisted of fresh forages (d 0) and silages of sorghum and soybean stored indoors or outdoors for 75 and 180 d with additional ingredients to make two dietary CP levels, 90 and 130 g/kg dry matter (DM) and a forage-to-concentrate ratio of 80 to 20. An in vitro procedure was conducted using the ANKOM RF technique to study rumen fermentation. The dietary treatments were incubated in duplicate for 8 and 24 h in three runs. After each incubation time, in vitro rumen fermentation parameters were measured, and the protozoa population was counted using a microscope. Post-ruminal digestibility was determined using the pepsin and pancreatic solubility procedure. Cumulative gas production (GP) increased quadratically with ensiling length (8 h, p < 0.01; 24 h, p = 0.02), and the GP differed between CP levels at both incubation times (p < 0.01). However, total short-chain fatty acid (SCFA) concentrations in rumen inoculum increased quadratically with ensiling length (p < 0.01; for both incubation times), and interaction between ensiling length and CP levels was observed in proportions of acetate and propionate after 24 h of incubation (p < 0.01; for both incubation times). Similarly, an interaction between ensiling length and CP levels was found in the proportion of valerate after 24 h of incubation (p < 0.01). There was a quadratic response to ensiling length in the NH4–N concentration after 8 h (p < 0.01) and 24 h (p < 0.05), and the CP level also differed (p < 0.01) at both incubation times. The ciliate protozoa count after 24 h was higher in low CP diets than in high CP diets (p = 0.04). The amount of CP in the undegraded substrate at both incubation times differed between CP levels (p < 0.01; for both incubation times). An interaction effect between ensiling length and storage temperature after 8 h (p = 0.02) and 24 h (p < 0.01) was observed for intestinal CP digestibility. The effect of CP levels on intestinal CP digestibility differed after 8 h (p < 0.01) and 24 h (p < 0.01). In conclusion, increasing ensiling length beyond 75 d reduced CP digestibility, and additional CP inclusion did not ameliorate this.

1. Introduction

The microbial degradation of carbohydrates and crude protein (CP) in the rumen by diverse microbes with an expected net feeding strategy is a complex process that takes place before nutrient absorption post-ruminally. To assess the nutritional value of dietary CP in ruminants, the amount of undegraded CP in the rumen that flows to the duodenum, its intestinal digestibility, and the amino acid composition of the undegraded CP is required [1,2]. The flow of rumen undegraded CP post-ruminally may vary among forage species and between fresh forages and silages [3]. Moreover, a greater flow of undegraded CP does not always lead to increased amino acid absorption [4]. For instance, Cone et al. [5] reported an increased rumen undegraded CP concentration and a reduced intestinal digestibility of rumen undegraded CP for Lolium perenne grass. In contrast, a decrease in rumen undegraded CP concentration and increased intestinal digestibility of rumen undegraded CP was found for Lolium perenne grass silage using in situ and in vitro methods. In another study by Lima and colleagues [6], the digestible CP supply in the small intestine of sheep fed fresh sorghum–soybean was lower than the intestinal digestible CP supply for ensiled sorghum–soybean forage.
The differences in the growth habits and morphological characteristics of diverse tropical forage legumes showed differences in the CP digestibility of tropical forage legumes in ruminants [7]. Moreover, the protein quality and the CP fractions of tropical forage legumes that differ between species changed during conservation techniques [8,9]. In view of the impacts of ensiling conditions, such as a prolonged ensiling period and storage temperature, the variation in the intestinal CP digestibility between fresh and silage of forage mixtures may be amplified. For instance, ensiling three different tropical forage legumes and their combinations with sorghum over a prolonged period of 180 d in a high ambient temperature increased the proportion of acid detergent insoluble nitrogen (ADIN), decreased the neutral detergent insoluble nitrogen (NDIN), and slowly degraded the CP fraction [8].
In consideration of the preceding, changes in the CP of ensiled forages are imminent, and the CP supply from ensiled legumes for rumen microbes and post-ruminal use may be limiting. Diets containing tropical forage legume silage resulted in higher performance (average daily gain, milk yield) than those without tropical legume silage inclusion, and it is assumed that forage legume CP appeared to be more digestible post-ruminally [9]. Thus, evaluating how diets with ensiled forage legumes behave under low and high (relatively moderate) CP conditions with the premise that if CP from ensiled forage legumes is limiting, then under low CP conditions, negative effects would be exacerbated. Similarly relevant is knowing how ensiling conditions affect the contribution of CP post-ruminally since it is generally assumed that silage’s CP are extensively degraded in the rumen [10] and that the intestinal digestibility of undegraded CP cannot be assumed to be constant for a particular feed [11]. Thus, the present study evaluated the in vitro rumen fermentation and post-ruminal digestibility of diets containing fresh or ensiled sorghum and soybean forage combination as affected by the ensiling length, storage temperature, and its interaction with dietary CP levels.

2. Materials and Methods

2.1. Experimental Diets

In the present in vitro study, three factors were studied: the effect of ensiling length (i.e., 0, 75, and 180 days), the impact of storage temperature (i.e., indoor vs. outdoor) and the effect of dietary crude protein levels (high vs. low). Sorghum and soybean forage samples ensiled under different storage temperatures and lengths from a previous silage experiment [8] were used as basal feeds mixed with other ingredients to form the diet. Details on the agronomic practices, ensiling conditions, and the chemical and fermentation characteristics of the forage samples used in the current study have been described in a previous silage experiment. The average storage temperature observed over the ensiling period for silages stored indoors and outdoors is 25 °C and 30 °C, respectively. Diets were formulated at a constant forage-to-concentrate ratio of 80 to 20 (on a dry matter (DM) basis), with sorghum forage or silage representing 48% and soybean forage or silage 32% of the diets (on a DM basis). The concentrate mixture in the diets comprised corn starch (9444.1, Roth GmbH, Karlsruhe, Germany) and soy protein (066-974, ProFam® 974 ADM, Decatur, IL, USA) in different proportions to achieve diets with two CP concentrations (low CP; 90 g/kg DM and high CP; 130 g/kg DM). In addition to the fresh forage diet at 2 levels of CP concentration, 8 dietary treatments were tested (2 storage temperature × 2 ensiling lengths × 2 dietary CP concentrations).

2.2. In Vitro Fermentation with the ANKOM RF Technique

The in vitro experiment was conducted using an ANKOM RF gas production system (ANKOM Technology, Macedon, NY, USA) equipped with 22 units, which releases the accumulated gas automatically in the flask headspace at 0.7 psi pressure through an ANKOM sensor module.
Before the morning feeding, rumen fluid (2.9 L/incubation) was collected from various locations within the rumen of three rumen-cannulated dry Jersey cows using a perforated hose attached to a vacuum pump. All cows had free access to fresh drinking water and were fed ad libitum a total mixed ration composed of (per kg DM) corn silage (329 g), grass silage (329 g), grass hay (229 g), barley straw (100 g), urea (5 g), and a mineral mixture (8 g: 0.4 g calcium, 1.3 g phosphorus, 1.4 g magnesium, and 4.9 g sodium).
Rumen fluid was transported to the lab in a pre-warmed, insulated flask and strained through a gauze bag of 100-μm-pore size. The strained rumen fluid was mixed with a preheated (39 °C) standard buffer solution according to Menke and Steingass [12] under constant stirring and continuous flushing with carbon dioxide in a water bath (39 °C).
Each substrate ingredient (480 mg of sorghum, 320 mg of soybean, and 200 mg of corn starch or soy protein + corn starch) was weighed separately into 500 mL Duran bottles for every run to compose a total of 2 g of mixed substrate. Subsequently, 300 mL of rumen inoculum were added to each Duran bottle, its headspace saturated with carbon dioxide, sealed, and placed in a water bath at 39 °C for 8 h and 24 h incubation periods. Within each run, each experimental diet was incubated in duplicate per incubation period. Additionally, two blank bottles per incubation time with only rumen inoculum were included in each run to correct gas production (GP), total short-chain fatty acid (SCFA) concentration, and apparent degradability.

2.3. Sampling

At the end of each incubation period, GP measurement was recorded. Additionally, the incubation medium’s pH was recorded using a pH-meter (WTW Multi 340 i, WTW, Weilheim, Germany). Then, an aliquot of 750 μL of incubation medium was taken for protozoa count. The aliquot was fixated with 750 μL of methyl green formalin-saline solution (10 mL formaldehyde solution (35%, v/v); 90 mL distilled water; 0.06 g methyl green; 0.8 g sodium chloride) and stored at 4 °C in a refrigerator until counting.
Afterwards, the remaining contents of each Duran bottle were transferred to polyethene bottles and centrifuged at 500× g at 4 °C for 10 min (Hettich Rotanta, Tuttlingen, Germany). Two aliquots of 5 mL of decanted supernatant were collected and stored at −20 °C for determination of SCFA and ammonium–nitrogen concentrations. After centrifugation and decantation of the supernatant, the residual pellet (in vitro apparently degraded DM) was obtained, lyophilized, weighed, and ground it using a ball mill (Retsch, MM200, Haan, Germany) for 2 min at a frequency of 30 s, and then stored at room temperature until the determination of in vitro intestinal digestibility.

2.4. Chemical Analysis

The DM, crude ash, and ether extract concentrations of each ingredient were determined according to the official analytical method in Germany (VDLUFA) [13] in duplicates. Nitrogen (N) was analyzed by Dumas combustion using a Vario MAX CN element analyzer (Elementar Analysensyteme GmbH, Hanau, Germany) to determine CP concentrations (CP = N × 6.25) concentration (method 4.1.1 of VDLUFA). Similarly, N concentrations in residual pellets were also determined using a CN analyzer. The concentrations of neutral detergent fiber (aNDF; assayed with heat-stable amylase and sodium sulphite) and acid detergent fiber (ADF) were analyzed in sequence using the ANKOM 200 fiber analyzer (ANKOM Technology, Macedon, NY, USA) (methods 6.5.1 and 6.5.2 of VDLUFA). Each substrate’s nutrient concentrations were then calculated from the chemical composition of each ingredient in duplicate (Table 1 and Table 2).
For SCFA analysis, 2 mL of each aliquot of the supernatant obtained from initial centrifugation was transferred into vials and later centrifuged at 20,000× g at 4 °C for 10 min (Avanti™ 30, Beckman Coulter™, Indianapolis, IN, USA). An aliquot of 720 μL of the supernatant of this centrifugation was pipetted into a 1.5 mL vial, mixed with 80 μL of an internal standard (1 mL methyl valeric acid dissolved in 99 mL formic acid), and stored at 4 °C to precipitate the soluble proteins [14]. Following this, the mixture was centrifuged at 20,000× g (10 min, 4 °C), and 800 μL of the supernatant was transferred into 1.5 mL glass vials before analyzing for SCFA by a gas chromatograph (GC 14-A Shimadzu Corp., Kyoto, Japan) equipped with an auto-injector (AOC–20i, Shimadzu Corp., Kyoto, Japan).
Ammonium–nitrogen (NH4–N) concentration was determined in duplicate according to [15]. For this, an aliquot of 20 μL of the supernatant obtained after the first step centrifugation for SCFA analysis was pipetted into a 2 mL vial with the addition of 900 μL of reagent A (2.5 g phenol hypochlorite and 12.5 mg sodium-nitroprusside dissolved in 250 mL distilled water). Subsequently, the mixture was centrifuged at 10,000× g for 10 min at 4 °C (Biofuge, Heraeus Holding GmbH, Hanau, Germany). Reagent B (900 μL; 2.5 g sodium hydroxide + 2.1 mL sodium hypochlorite (containing 12% (v/v) chlorine)) was then added after 4 min, and the mixture incubated at 38 °C for 20 min. After incubation, the solution was transferred to a cuvette, and the NH4–N concentration was read at 625 nm using a spectrophotometer (Varian Cary 50 Bio, UV–vis, Palo Alto, CA, USA).
The method of Boisen and Fernández [16] modified by Westreicher-Kristen et al. [17] using the pepsin and pancreatic solubility procedure (PPS) was adopted to determine the in vitro intestinal digestibility of DM and CP. For this, the residual pellets obtained after incubation were pooled per experimental diet and incubation period. For each incubation run of the PPS analysis, pooled samples were analyzed in triplicate simultaneously with two blanks containing only incubation medium to correct for the PPS. Pooled samples (400 mg) suspended in a 100 mL conical flask were thoroughly mixed with 25 mL phosphate buffer (0.1 M; pH 6.0). To the mixture, 10 mL of 0.2 M hydrochloric acid was added, and its pH was adjusted to 2 using 1 M sodium hydroxide or 1 M hydrochloric acid. Then, 1 mL of pepsin solution (0.01 g/mL; Merck 7190, 200 FIP U/g) was added to the mixture before it was incubated at 40 °C in an oven for 6 h under constant stirring. Afterwards, 5 mL of 0.6 M sodium hydroxide and 10 mL of phosphate buffer were added, and the pH of the samples was adjusted to 6.8 with 5 M HCl or 5 M sodium hydroxide. Subsequently, 1 mL of freshly prepared pancreatin solution (0.05 g/mL; Sigma P-1750, Sigma–Aldrich, Burlington, MA, USA) was added, and the mixture was incubated in an oven at 40 °C for 18 h under constant stirring. After incubation, 5 mL of 20% (v/v) of sulfosalicylic acid solution was added to the incubated mixture, which was then left to stand at room temperature for 30 min. Then, the entire contents of the flasks were filtered through a previously weighed filter paper (Whatman paper N° 54, GE Healthcare Life Sciences, Darmstadt, Germany) that was oven-dried at 103 °C for 2 h. The insoluble residue in the filter paper was washed with ethanol and acetone, oven-dried again at 103 °C for 4 h, and weighed. This insoluble residue was considered to be the apparent in vitro intestinal undigested DM. Finally, the N concentration in this residue was determined by Kjeldahl to calculate the intestinally undigested CP.
The ADIN concentrations of the diets were determined following the standardization procedures for N fractionation [18].

2.5. Protozoa Count

For ciliate protozoa count, 1 mL each of the fixated samples was pipetted into two Fuchs–Rosenthal chambers (0.2 mm depth, 2 × 2 mm chamber, 0.25 mm square lined), and ciliate protozoa were counted under 10 × magnification in a microscope (Zeiss, Carl Zeiss Microscopy GmbH, Jena, Germany). The total number of protozoa per mL of fixated sample was calculated from the average counts of the two chambers, and the protozoa count of incubated blank samples was used for correcting the dietary treatment.

2.6. Calculations

The non-structural carbohydrate (NSC) concentration was calculated according to the equation of NRC [19] as follows:
NSC = 1000 − (ash + CP + CL + aNDF)
with NSC, ash, CP, CL and aNDF in g/kg DM
The metabolizable energy (ME) of basal ingredients for each diet was estimated using the GfE [20] equation, and the concentrations of crude nutrients, cumulative gas production (GP), and ADFom (method 6.5.2 of VDLUFA) for the ME equation were obtained from the previous silage experiment [8].
ME = 12.49 − (0.0114 × ADFom) + (0.00425 × CP) + (0.0269 × CL) + (0.01683 × GP)
with ME in MJ/kg OM; CP, CL, and ADFom in g/kg OM; and GP in mL/200 mg OM.
ME (MJ/kg DM) = ME (MJ/kg OM) × (1000 − CA (g/kg DM))/1000
The ME concentration of corn starch was obtained from Schiemann et al. [21] and soy protein from Van Eys et al. [22].
The in vitro apparent ruminal DM degradability was calculated as the difference between the substrate DM and the residual dry mass corrected for the residual dry mass from the blanks after in vitro incubation and divided by the substrate DM, expressed in percentage. The in vitro apparent undegraded CP was calculated from the CP concentrations in the residual substrate after fermentation, corrected for CP concentration in residual substrate recovered from the blanks. It was assumed that all N determined in the residue originated only from undegraded substrate CP. However, proportions of undegraded CP were likely overestimated due to the attachment of microbial matter to the residual substrate and the contribution of N from the buffer solution. For in vitro apparent intestinal DM digestibility calculation, the dried residual pellets corrected for the blank residual dry mass after PPS incubation was subtracted from the residual dry mass after ANKOM incubation and divided by the residual dry mass (ANKOM incubation) expressed in percentage. The in vitro apparent total DM digestibility was calculated by multiplying the corrected residual dry mass after ANKOM incubation by the apparent intestinal digestibility coefficient and summed with the difference between the substrate DM and the corrected residual dry mass after ANKOM incubation and then divided by the substrate DM expressed in percentage. In vitro apparent intestinal CP digestibility was calculated as the difference between the apparent undegraded CP concentration after ANKOM incubation and the residual CP concentration after PPS incubation divided by the apparent undegraded CP concentration after ANKOM incubation expressed in percentage.

2.7. Statistical Analysis

Data were analyzed using the mixed model (PROC GLIMMIX) of SAS 9.4 (SAS Institute, Inc., Cary, NC, USA). The main effect of ensiling length, storage temperature, CP of diets, and their interactions for each incubation period at different sampling hours (n = 6, 2 duplicates × 3 incubations) was analyzed according to the model:
Yijk = µ + Li + Tj + Pk + (LT)ij + (LP)ik + (TP)jk + (LTP)ijk +eijk
where Yijk = dependent variable, µ = overall mean, Li = ensiling length effect, Tj = storage temperature effect, Pk = crude protein level effect, (LT)ij = the interaction effect of ensiling length and storage temperature, (LP)ik = the interaction effect of ensiling length and crude protein level, (LTP)ijk = the interaction effect of ensiling length, storage temperature and crude protein level, and eijk = residual random error of experiment.
For cases in which no interaction effect was observed for any variable, those were not reported. Linear and quadratic effects of ensiling length were determined using orthogonal polynomial contrasts. All significant differences were declared at p < 0.05.

3. Results

3.1. Fermentation Parameters

There was no effect of storage temperature on in vitro rumen fermentation parameters. In addition, no interaction was found between storage temperature and ensiling length, storage temperature and crude protein level, and the interaction of the three studied factors. Irrespective of the incubation time, GP was influenced quadratically by ensiling length (8 h, p < 0.01; 24 h, p = 0.02; Table 3) with increase in GP from 0 to 75 d of ensiling before declining at 180 d. The GP was higher in diets with low rather than high CP concentration at both incubation times (p < 0.01; for both incubation times). Additionally, the pH was greater in diets with high rather than low CP concentration after 24 h incubation (p < 0.01).
The NH4–N concentrations in the inoculum were greater for all diets after 24 h than after 8 h incubation. An interaction effect between ensiling length and CP level was found for NH3–N concentrations after 8 h incubation (p = 0.04), with greater NH3–N concentrations for high rather than low CP diets in all ensiling lengths and with greater absolute difference between CP levels at day 0 than 75 and 180 d. A quadratic response with increasing ensiling length was found for NH4–N concentration after 24 h (p < 0.05) of incubation, increasing the NH4–N concentration from 0 to 75 d and declining at 180 d. Moreover, after 24 h incubation, the NH4–N concentration was greater for high rather than low CP diets (p < 0.01).
Counts of ciliate protozoa decreased with advancing ensiling length quadratically (p = 0.02) after 8 h incubation with the highest and lowest ciliate protozoa counts at 0 and 75 d, respectively. Additionally, there was a linear decrease with increasing ensiling length in counts of ciliate protozoa after 24 h of incubation (p < 0.01). The protozoa counts were greater in diets with low rather than high CP concentration (p = 0.04) after 24 h of incubation.
Quadratic responses to prolonging ensiling length were found for total SCFA concentration after 8 h and 24 h of incubation (p < 0.01, for both incubation times; Table 4), with an increase in total SCFA concentration from 0 to 75 d of ensiling before declining at 180 d. Similarly, a quadratic effect to increasing ensiling length was found for the acetate proportion, increasing from 0 to 75 d of ensiling before declining at 180 d (p < 0.01). Acetate proportion was greater for high rather than low CP diets after 8 h of incubation. However, after 24 h of incubation, an interaction effect was found between ensiling length and CP level for the acetate proportion (p < 0.05), with a greater acetate proportion for low rather than high CP diets in all ensiling lengths and with a greater absolute difference between CP levels at 180 rather than 75 and 0 d ensiling lengths. There was also an interaction between ensiling length and CP level for the propionate proportion after 8 h (p < 0.05) and 24 h (p < 0.01) of incubation.
While the propionate proportion was not affected by the CP level at day 0 of ensiling, the propionate proportion was higher in the high CP diets at 75 and 180 d.
A linear increase in the isobutyrate proportion with prolonged ensiling length (p < 0.05) was found, and the proportion of isobutyrate was greater for low rather than high CP diets after 8 h of incubation. However, after 24 h of incubation, the isobutyrate proportion increased with advancing ensiling length quadratically (p < 0.05), with the highest and lowest propionate proportion at 75 and 0 d ensiling length, respectively. An interaction effect between ensiling length and CP level was found for the butyrate proportion (p < 0.01) after 8 h of incubation, with a greater butyrate proportion for low rather than high CP diets and greater total difference between CP levels at 75 and 180 rather than 0 d ensiling length. The isovalerate proportion increased linearly with ensiling length (p < 0.01), and the proportion of isovalerate was lower in high rather than low CP diets after 8 h of incubation. Moreover, after 8 h of incubation, the valerate proportion increased with increasing ensiling length (p < 0.01), with a greater proportion of valerate for silages stored indoors rather than outdoor (p < 0.05) and a higher proportion for high rather than low CP diets (p < 0.01).
Additionally, an interaction effect between ensiling length and CP was found for the proportion of valerate after 24 h of incubation (p < 0.01), with a higher valerate proportion for low rather than high CP diets and with a greater absolute difference between CP levels at 75 rather than 180 and 0 d ensiling lengths. The proportion of acetate to propionate after 8 h of incubation decreased quadratically with advancing ensiling length (p < 0.01), with the highest and lowest proportion at 0 and 75 d ensiling length, and a greater proportion of acetate to propionate was found in silages stored outdoors rather than indoors (p < 0.05). Nevertheless, after 24 h of incubation, an interaction effect between ensiling length and CP levels was found for the proportion of acetate to propionate, with a greater proportion for low rather than high CP diets and a greater absolute difference between CP levels at 75 rather than 180 and 0 d ensiling length. The proportion of branched chain fatty acids (BCFA) increased linearly with ensiling length after 8 h (p < 0.01) and 24 h (p < 0.05) of incubation, and the CP differed after 8 h of incubation, with a greater proportion of BCFA found for low rather than high CP diets.

3.2. In Vitro Rumen Degradability and Post-Ruminal Digestibility

There was no effect of all studied factors on the apparent rumen DM degradability. A quadratic response of apparent intestinal DM digestibility with increasing ensiling length was found after 8 h of incubation (p < 0.01 Table 5), whereas it decreased linearly after 24 h of incubation (p < 0.01). Similarly, the apparent total DM digestibility after 24 h of incubation decreased linearly (p < 0.01) with increasing the ensiling length.
The CP concentration in the undegraded substrate after 8 h and 24 h of incubation (p < 0.01; for both incubation times) decreased linearly with advancing ensiling length. Additionally, the amount of CP concentration in the undegraded substrate was greater in high rather than low CP diets after 8 h and 24 h of incubation (p < 0.01 for both incubation times).
There was an interaction effect between ensiling length and storage temperature for apparent intestinal CP digestibility after 8 h (p = 0.02) and 24 h (p < 0.01) of incubation. The apparent intestinal CP digestibility was greater for silages stored outdoors rather than indoors at 75 d and lower for silages stored outdoors rather than indoors at 180 d after 8 h of incubation and with no difference between storage temperature at 75 d and 180 d. Additionally, the apparent intestinal CP digestibility was greater for indoor rather than outdoor storage at 75 d and 180 d after 24 h of incubation and with a greater absolute difference between storage temperatures at 180 d than 75 d. Moreover, after 8 h and 24 h of incubation, apparent intestinal CP digestibility was greater (p < 0.01 for both incubation times) in diets with high rather than with low CP concentration.

4. Discussion

4.1. In Vitro Rumen Fermentation

The anaerobic microbial fermentation end products in the rumen are gases, methane, ammonia, and, most importantly, SCFA, which provides ruminants with a major source of metabolizable energy, and is considerably influenced by diet [23]. Increasing the CP level of diets reduced the GP, and the GP response to the increasing ensiling length was quadratic, with the highest GP at around 75 d of ensiling length. Previous studies [24,25,26] have shown that the contribution of protein fermentation to GP is negligible compared to carbohydrate fermentation, which is consistent with the finding in the present study. The greater concentration of NSC in low CP diets and in diets from forages ensiled at 75 d that were rapidly fermented likely enhanced fiber degradation, thereby increasing the GP. Although no differences were found across diets for DM degradability in the present study, it appears that energy supply and availability of ruminal N increased microbial growth and activities, which positively influenced GP [25,27,28]. Additionally, the greater GP from diets with silages stored for 75 d compared to those ensiled for 180 d and as compared to the diets from fresh forages may be associated with the greater availability of ruminal N that promoted rumen microbe production, thereby increasing fiber degradation. Moreover, the fiber concentrations of silages stored for 75 d may be more degradable, indicating lower usage of readily fermentable carbohydrates by silage microbes during ensiling at 75 d compared to 180 d.
Accordingly, the total SCFA concentrations in rumen inoculum increased quadratically with increasing ensiling length and with a tendency for the effect of CP level. The tendency for higher total SCFA concentrations with a low CP diet is consistent with the high GP and the decrease in the rumen inoculum pH. This might be attributable to the greater NSC concentration and greater digestion supplying a more fermentable substrate for rumen fermentation. Additionally, the action of silage inoculant on preserving NSC of forages ensiled at 75 d rather than 180 d could have enhanced fiber accessibility by rumen microbes better than other ensiling lengths [3], thereby resulting in greater total SCFA concentrations, as some studies have reported improvement in DM and fiber digestibility of silage treated with mixed bacterial inoculant [29,30], such as was used during ensiling in the previous silage study [8]. The higher fiber and ADIN concentration in forages ensiled at 180 d rather than 75 d as associated with the reduction of soluble carbohydrates during ensiling [8] could be attributed to the decline of total SCFA concentration in the rumen with diets from forages ensiled for 180 d.
Moreover, the interaction of ensiling length and CP levels stimulated varying shifts in the profile of individual SCFA proportions in rumen inoculum. The interaction between ensiling lengths and CP levels is a reflection of the higher ratio of NSC to ADF concentration in the diets from forages ensiled at 75 d, as it influences the shift in the ratio of acetate to propionate. Additionally, the supplemented CP in high CP diets provided rumen fermentation with additional hydrogen sinks, thereby increasing the propionate level.
The relatively high proportion of propionate in the rumen inoculum with increasing ensiling lengths agrees with other studies showing that lactate in silages is predominantly fermented into propionate in the rumen [31,32,33]. Additionally, the enhanced propionate proportion in high CP diets is likely related to the higher proportion of grain ingredients in high CP diets, which have typically been reported to increase the propionate proportion [34].
Butyrate is primarily produced by protozoa [35], as consistent with higher protozoal counts in inoculum from diets with lower CP concentrations in the present study. Equally, there is a positive correlation between protozoal populations and increased starch concentration [36], and this was observable in the current study. Furthermore, starch is an essential substrate to protozoa [35]. On the contrary, holotrich protozoa have limited ability to degrade structural carbohydrates [37]. These protozoa species may have constituted most protozoa counted in the present study, which reduces with higher fiber concentration related to increasing ensiling length.

4.2. Ruminal Degradation and Post-Ruminal Digestibility

There was no difference across diets for ruminal DM degradation, but an increase in DM degradation with increasing incubation time was observed. The increase in the availability of N for microbial growth and the time provided for rumen microbes to attach and degrade diets may be responsible for the increased DM degradation at 24 h of incubation. However, there was a linear decrease in the digestibility of undegraded DM post-ruminally with increasing ensiling length. This indicates that with increasing ensiling length, the fiber component of the diets was less digested by rumen microbes.
Primarily, ruminal CP degradation is affected by protein solubility, interaction with other nutrients, and the predominant microbial population [4]. The NH4–N concentrations in rumen inoculum were greater with high rather than low CP concentration for all diets and at both incubation times. This observation is due to the greater CP concentration for high rather than low CP diets as soy protein was included in the high CP diet composition, suggesting that dietary CP level plays a major role in ruminal protein degradation. Similarly, Dung et al. [38] found a greater NH4–N concentration in rumen inoculum with increasing dietary CP from 100 g to 190 g/kg DM. Moreover, the NH4–N concentrations in rumen inoculum increased quadratically with advancing ensiling length, showing greater CP degradation. The variation between the proportion of true protein in silages at 75 d and 180 d that originated from the increase in protein degradation to NH3 during ensiling with increasing ensiling length in our previous study [8] may be related to this quadratic response.
The concentration of CP in the undegraded substrate decreased linearly with increasing length, suggesting higher substrate CP degradation from silage diets than fresh forage diets. This observation may be explained by the increased soluble CP in silages, consistent with findings from previous studies on silages [10,32,39]. Additionally, the rate of degradation of non-protein nitrogen and soluble CP from silages in the rumen is high [10], and this was reflected in the higher proportion of valerate and concentration of ruminal NH4–N produced from silage diets rather than from fresh forage diets in the present study. Overall, the likely overestimation of the amount of CP in the undegraded substrate in the current study might be due to the rumen fluid’s microbial mass nitrogen contribution.
The fiber-bound protein proportion in both soybean and sorghum silages increased with ensiling length and was greater for outdoor storage temperatures than indoor during ensiling in our previous study [8]. Therefore, the decline in apparent intestinal CP digestibility with increasing ensiling length and in outdoor storage may be related to the considerable reduction in the soluble CP fraction, leading to the increase in the proportion of the indigestible CP fraction in the total CP of particulate matter [5]. It is well established that the slowly degraded CP fraction (B3) of feed escapes ruminal degradation, thereby making it available for digestion in the lower gut [18]. Accordingly, the decline in the apparent intestinal CP digestibility with increasing ensiling length may be related to the decrease in the proportion of B3 that was mediated by the rise in the the ADIN proportion of the silages stored outdoors with increasing ensiling length from our previous study, considering that the proportion of forage in the diet contributed more to the indigestible CP fraction.
Lima and colleagues [6] observed a positive effect of ensiling on sorghum–soybean forage mixtures. In that study, forage ensiled between 162–182 d showed a higher proportion of intestinal digestible CP, although the authors did not provide details of the causal factors. Additionally, the apparent intestinal CP digestibility increased with diet CP concentration in the present study. Previous studies have reported an apparent intestinal CP digestibility of 98% for soy protein using the modified three-step procedure [40], higher than the 93% assumption of the NRC [19] model. Therefore, the proportion of soy protein in the diet with high CP concentration might have contributed more to the increase in the intestinal CP digestibility than the forage or silage proportion, apart from the likely overestimation of the intestinal CP digestibility due to the rumen fluid’s microbial mass nitrogen contributions. Although correction for microbial CP for substrate residues after the in vitro incubation to quantify the CP contribution of microbial origin was not done, the contribution of the silage CP proportion in the residue might be low, given that the acid detergent insoluble nitrogen (ADIN) and ADF concentration of sorghum and soybean silage are higher than that of soy protein.

5. Conclusions

The results of this study demonstrate that ensiling length had a greater impact on silage rumen fermentation and post-ruminal CP digestibility than storage temperature. Even though the effect of the interaction of silages and CP level on rumen fermentation and post-ruminal CP digestibility followed the same pattern as the interaction of fresh forages and CP level, it became evident that ensiling of forages until 75 d increased the end products of microbial fermentation in the rumen compared to fresh forages and prolonged storage beyond 75 d. Increasing the length of ensiling and CP of diets enhances CP ruminal degradation. However, ensiling beyond 75 d reduces CP digestibility to an extent that cannot be recovered by supplying additional CP. Finally, higher temperature of silage stored outdoors negatively influenced the CP intestinal digestibility.

Author Contributions

Conceptualization, T.A.A. and J.C.-M.; methodology, T.A.A. and J.C.-M.; software, T.A.A.; validation, T.A.A., U.D. and J.C.-M.; formal analysis, T.A.A.; investigation, T.A.A.; resources, T.A.A., U.D. and J.C.-M.; data curation, T.A.A.; writing—original draft preparation, T.A.A.; writing—review and editing, T.A.A., U.D. and J.C.-M.; supervision, U.D. and J.C.-M.; project administration, J.C.-M.; funding acquisition, T.A.A. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by DAAD (57519624), Fiat Panis Foundation, and the German Federal Ministry of Economic Cooperation and Development (BMZ).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The datasets analyzed are available from the corresponding author on request.

Acknowledgments

Special acknowledgement of the technical support by Herrmann Baumgärtner, University of Hohenheim, and the supply of rumen fluid by the Institute of Animal Science of the University of Hohenheim.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Tamminga, S.; Van Straalen, W.; Subnel, A.; Meijer, R.; Steg, A.; Wever, C.; Blok, M. The Dutch protein evaluation system: The DVE/OEB-system. Livest. Prod. Sci. 1994, 40, 139–155. [Google Scholar] [CrossRef]
  2. Vérité, R.; Michalet-Doreau, B.; Chapoutot, P.; Peyraud, J.L.; Poncet, C. Révision du système des protéines digestibles dans l’intestin (PDI). Bull. Tech. CRZV Theix INRA 1987, 70, 19–34. [Google Scholar]
  3. González, J.; Faría-Mármol, J.; Rodríguez, C.; Martínez, A. Effects of ensiling on ruminal degradability and intestinal digestibility of Italian rye-grass. Anim. Feed Sci. Technol. 2007, 136, 38–50. [Google Scholar] [CrossRef]
  4. Bach, A.; Calsamiglia, S.; Stern, M. Nitrogen Metabolism in the Rumen. J. Dairy Sci. 2005, 88, E9–E21. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Cone, J.; Van Gelder, A.; Mathijssen-Kamman, A.; Hindle, V. Post-ruminal digestibility of crude protein from grass and grass silages in cows. Anim. Feed Sci. Technol. 2006, 128, 42–52. [Google Scholar] [CrossRef]
  6. Lima, R.; Díaz, R.; Castro, A.; Fievez, V. Digestibility, methane production and nitrogen balance in sheep fed ensiled or fresh mixtures of sorghum–soybean forage. Livest. Sci. 2011, 141, 36–46. [Google Scholar] [CrossRef]
  7. Castro-Montoya, J.; Dickhoefer, U. Effects of tropical legume silages on intake, digestibility and performance in large and small ruminants: A review. Grass Forage Sci. 2017, 73, 26–39. [Google Scholar] [CrossRef]
  8. Aloba, T.A.; Corea, E.E.; Mendoza, M.; Dickhoefer, U.; Castro-Montoya, J. Effects of ensiling length and storage temperature on the nutritive value and fibre-bound protein of three tropical legumes ensiled alone or combined with sorghum. Anim. Feed Sci. Technol. 2021, 283, 115172. [Google Scholar] [CrossRef]
  9. Castro-Montoya, J.; Dickhoefer, U. The nutritional value of tropical legume forages fed to ruminants as affected by their growth habit and fed form: A systematic review. Anim. Feed Sci. Technol. 2020, 269, 114641. [Google Scholar] [CrossRef]
  10. Givens, D.; Rulquin, H. Utilisation by ruminants of nitrogen compounds in silage-based diets. Anim. Feed Sci. Technol. 2004, 114, 1–18. [Google Scholar] [CrossRef]
  11. Hvelplund, T.; Weisbjerg, M.R. In situ techniques for the estimation of protein degradability and postrumen. In Forage Evaluation in Ruminant Nutrition; CABI: Wallingford, UK, 2000; p. 233. [Google Scholar]
  12. Menke, K.H.; Steingass, H. Estimation of the energetic feed value obtained from chemical analysis and in vitro gas production using rumen fluid. Anim. Res. Dev. 1988, 28, 7–55. [Google Scholar]
  13. VDLUFA. The Chemical Analysis of Feeds (German). In VDLUFA Methods Book III; VDLUFA: Darmstadt, Germany, 2012. [Google Scholar]
  14. Castro-Montoya, J.M.; Makkar, H.P.S.; Becker, K. Chemical composition of rumen microbial fraction and fermentation parameters as affected by tannins and saponins using an in vitro rumen fermentation system. Can. J. Anim. Sci. 2011, 91, 433–448. [Google Scholar] [CrossRef]
  15. Weatherburn, M.W. Phenol-hypochlorite reaction for determination of ammonia. Anal. Chem. 1967, 39, 971–974. [Google Scholar] [CrossRef]
  16. Boisen, S.; Ferna’ndez, J.A. Prediction of the apparent ileal digestibility of protein and amino acids in feedstuffs and feed mixtures for pigs by in vitro analyses. Anim. Feed Sci. Technol. 1995, 51, 29–43. [Google Scholar] [CrossRef]
  17. Westreicher-Kristen, E.; Steingass, H.; Rodehutscord, M. In situ ruminal degradation of amino acids and in vitro protein digestibility of undegraded CP of dried distillers’ grains with solubles from European ethanol plants. Animal 2013, 7, 1901–1909. [Google Scholar] [CrossRef]
  18. Licitra, G.; Hernandez, T.M.; Van Soest, P.J. Standardization of procedures for nitrogen fractionation of ruminant feeds. Anim. Feed Sci. Technol. 1996, 57, 347–358. [Google Scholar] [CrossRef]
  19. NRC. Nutrient Requirements of Dairy Cattle; National Academic Press: Washington, DC, USA, 2001. [Google Scholar]
  20. GfE. Equations for Predicting Metabolisable Energy and Digestibility of Organic Matter in Forage Legumes for Ruminants [Internet]. Gesellschaft für Ernährungsphysiologie. 2016. Available online: https://gfe-frankfurt.de/2016/07/25/equations-for-predicting-metabolisable-energy-and-digestibility-of-organic-matter-in-forage-legumes-for-ruminants/ (accessed on 20 August 2019).
  21. Schiemann, R.; Nehring, K.; Hoffmann, L.; Jentsch, W.; Chudy, A. Energetische Futterbewertung und Energienormen-VEB DT Landw; Verlag: Berlin, Germany, 1971. [Google Scholar]
  22. Van Eys, J.E.; Offner, A.; Bach, A. Manual of Quality Analyses for Soybean Products in the Feed Industry; American Soyabean Association: St. Louis, MO, USA, 2004. [Google Scholar]
  23. Bergman, E.N. Energy contributions of volatile fatty acids from the gastrointestinal tract in various species. Physiol. Rev. 1990, 70, 567–590. [Google Scholar] [CrossRef] [Green Version]
  24. Cone, J.; Rodrigues, M.; Guedes, C.; Blok, M. Comparison of protein fermentation characteristics in rumen fluid determined with the gas production technique and the nylon bag technique. Anim. Feed Sci. Technol. 2009, 153, 28–38. [Google Scholar] [CrossRef]
  25. Cone, J.W.; van Gelder, A.H. Influence of protein fermentation on gas production profiles. Anim. Feed. Sci. Technol. 1999, 76, 251–264. [Google Scholar] [CrossRef]
  26. Steingass, H. Bestimmung des Energetischen Futterwertes von Wirtschaftseigenen Futtermitteln aus der Gasbildung bei der Pansenfermentation In Vitro. Ph.D. Thesis, University of Hohenheim, Stuttgart, Germany, 1983. [Google Scholar]
  27. Castro, M.; Cardoso, M.; Detmann, E.; Fonseca, M.; Sampaio, C.; Marcondes, M. In vitro ruminal fermentation and enteric methane production of tropical forage added nitrogen or nitrogen plus starch. Anim. Feed Sci. Technol. 2021, 275, 114878. [Google Scholar] [CrossRef]
  28. Zhang, S.-J.; Chaudhry, A.S.; Ramdani, D.; Osman, A.; Guo, X.-F.; Edwards, G.R.; Cheng, L. Chemical composition and in vitro fermentation characteristics of high sugar forage sorghum as an alternative to forage maize for silage making in Tarim Basin, China. J. Integr. Agric. 2016, 15, 175–182. [Google Scholar] [CrossRef] [Green Version]
  29. Addah, W.; Baah, J.; Groenewegen, P.; Okine, E.K.; McAllister, T.A. Comparison of the fermentation characteristics, aerobic stability and nutritive value of barley and corn silages ensiled with or without a mixed bacterial inoculant. Can. J. Anim. Sci. 2011, 91, 133–146. [Google Scholar] [CrossRef]
  30. Addah, W.; Baah, J.; Okine, E.K.; McAllister, T.A. A third-generation esterase inoculant alters fermentation pattern and improves aerobic stability of barley silage and the efficiency of body weight gain of growing feedlot cattle1. J. Anim. Sci. 2012, 90, 1541–1552. [Google Scholar] [CrossRef]
  31. Jaakkola, S.; Huhtanen, P. Rumen fermentation and microbial protein synthesis in cattle given intraruminal infusions of lactic acid with a grass silage based diet. J. Agric. Sci. 1992, 119, 411–418. [Google Scholar] [CrossRef]
  32. Jaakkola, S.; Huhtanen, P. The effects of forage preservation method and proportion of concentrate on nitrogen digestion and rumen fermentation in cattle. Grass Forage Sci. 1993, 48, 146–154. [Google Scholar] [CrossRef]
  33. Lima, R.; Lourenço, M.; Díaz, R.; Castro, A.; Fievez, V. Effect of combined ensiling of sorghum and soybean with or without molasses and lactobacilli on silage quality and in vitro rumen fermentation. Anim. Feed Sci. Technol. 2010, 155, 122–131. [Google Scholar] [CrossRef]
  34. Agle, M.; Hristov, A.; Zaman, S.; Schneider, C.; Ndegwa, P.; Vaddella, V. Effect of dietary concentrate on rumen fermentation, digestibility, and nitrogen losses in dairy cows. J. Dairy Sci. 2010, 93, 4211–4222. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Morgavi, D.P.; Martin, C.; Jouany, J.-P.; Ranilla, M.J. Rumen protozoa and methanogenesis: Not a simple cause–effect relationship. Br. J. Nutr. 2011, 107, 388–397. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  36. Dijkstra, J. Simulation of the dynamics of protozoa in the rumen. Br. J. Nutr. 1994, 72, 679–699. [Google Scholar] [CrossRef] [Green Version]
  37. Williams, A.G.; Coleman, G.S. The rumen protozoa. In The Rumen Microbial Ecosystem; Springer: Berlin/Heidelberg, Germany, 1997; pp. 73–139. [Google Scholar]
  38. Van Dung, D.; Shang, W.; Yao, W. Effect of Crude Protein Levels in Concentrate and Concentrate Levels in Diet on In vitro Fermentation. Asian Australas. J. Anim. Sci. 2014, 27, 797–805. [Google Scholar] [CrossRef] [Green Version]
  39. Broderick, G.A. Utilization of protein in red clover and alfalfa silages by lactating dairy cows and growing lambs. J. Dairy Sci. 2018, 101, 1190–1205. [Google Scholar] [CrossRef] [PubMed]
  40. Boucher, S.; Calsamiglia, S.; Parsons, C.; Stern, M.; Moreno, M.R.; Vázquez-Añón, M.; Schwab, C. In vitro digestibility of individual amino acids in rumen-undegraded protein: The modified three-step procedure and the immobilized digestive enzyme assay. J. Dairy Sci. 2009, 92, 3939–3950. [Google Scholar] [CrossRef] [PubMed]
Table 1. Chemical composition (in g/kg DM or as stated) of forages as affected by ensiling length and storage temperature.
Table 1. Chemical composition (in g/kg DM or as stated) of forages as affected by ensiling length and storage temperature.
ForageVariableEnsiling LengthsStorage Temperature
0 d75 d180 d 25 °C30 °C
Dry matter925890902893900
SorghumOrganic matter911913916913916
Crude protein9996969994
Neutral detergent fiber506418496451465
Acid detergent fiber255241290187198
ADFom (g/kg OM)250252281255278
Crude lipid2529222525
ADIN1.371.851.870.982.45
Metabolizable energy (MJ/kg DM)9.709.519.119.419.10
Dry matter924924925920928
SoybeanOrganic matter914909906912904
Crude protein148170155166160
Neutral detergent fiber412416507439485
Acid detergent fiber297296376318354
ADFom (g/kg OM)274291332308316
Crude lipid1421192119
ADIN2.542.792.472.023.24
Metabolizable energy (MJ/kg DM)9.029.118.508.918.61
ADIN, Acid detergent insoluble nitrogen; ADFom, Acid detergent fiber after ashing.
Table 2. Ingredient and chemical composition of the experimental diets at different crude protein levels for the in vitro fermentation.
Table 2. Ingredient and chemical composition of the experimental diets at different crude protein levels for the in vitro fermentation.
Ensiling Length0 d75 d180 d
Storage Temperature 25 °C30 °C25 °C30 °C
Crude Protein Levels (g/kg DM)9013090130901309013090130
Ingredient composition of diets (g/kg as fed basis)
Sorghum480480480480480480480480480480
Soybean320320320320320320320320320320
Soy protein01000100010001000100
Corn starch200100200100200100200100200100
Chemical composition of the diets (g/kg DM)
Organic matter929921926919931924932925927920
Crude protein9213296136921329213288129
Neutral detergent fiber375408332365336369381414420453
Acid detergent fiber217227211220210219246255273282
Crude lipid16.517.020.521.020.521.017.217.716.116.6
Non-structural carbohydrates446364478397483402442361403321
ADIN1.472.911.442.882.113.551.262.702.123.56
Metabolizable energy (MJ/kg DM)9.539.659.559.689.389.509.159.279.009.12
DM, dry matter; ADIN, acid detergent insoluble nitrogen; soy protein (crude protein 434 g/kg DM, crude lipids 5.0 g/kg DM, crude ash 75.3 g/kg DM); corn starch (crude protein 2.0 g/kg DM, crude ash 1 g/kg DM).
Table 3. Effect of ensiling length (L), storage temperature (T), and crude protein (CP) level on gas production (GP), pH, ammonium–N (NH3–N), and total ciliate protozoa count in rumen inoculum at different incubation periods (least squares means; n = 6).
Table 3. Effect of ensiling length (L), storage temperature (T), and crude protein (CP) level on gas production (GP), pH, ammonium–N (NH3–N), and total ciliate protozoa count in rumen inoculum at different incubation periods (least squares means; n = 6).
Ensiling Length0 d75 d180 dSEMp-Value
Storage Temperature 25 °C30 °C25 °C30 °C Ensiling Length
CP Levels (g/kg DM)9013090130901309013090130 LinQuad TCPL*CP
VariablesTime
GP (mL/g DM)8 h77.567.088.864.191.680.671.357.468.658.24.06<0.01<0.01n.s<0.01n.s
24 h1511491761321741601571321501418.38n.s0.02n.s<0.01n.s
pH8 h6.746.736.736.726.736.736.746.746.746.740.01n.sn.sn.sn.sn.s
24 h6.626.676.636.686.406.666.666.666.666.680.02n.sn.sn.s<0.01n.s
NH3-N (mg/L)8 h20.625.526.427.527.428.326.025.723.725.31.28n.s<0.01n.s<0.010.04
24 h33.039.340.044.238.943.037.142.437.841.22.52n.s0.01n.s<0.01n.s
Protozoa (×103/mL)8 h6.215.383.852.273.233.483.172.104.744.001.06<0.010.02n.sn.sn.s
24 h7.715.935.843.865.604.965.144.334.554.021.02<0.01n.s n.s0.04 n.s
SEM, standard error of means; n.s, not significant. Lin, Linear; Quad, Quadratic; L*CP, interaction effects of ensiling length with crude protein level. L*T, interaction effects of ensiling length with storage temperature (p > 0.1). CP*T, interaction effects of crude protein level with storage temperature (p > 0.1). L*CP*T, interaction effects between ensiling length, crude protein level and storage temperature (p > 0.1).
Table 4. Effect of ensiling length (L), storage temperature (T), and crude protein (CP) level on the in vitro fermentation of short-chain fatty acid (SCFA) concentration and individual SCFA proportions at different incubation periods (least squares means; n = 6).
Table 4. Effect of ensiling length (L), storage temperature (T), and crude protein (CP) level on the in vitro fermentation of short-chain fatty acid (SCFA) concentration and individual SCFA proportions at different incubation periods (least squares means; n = 6).
Ensiling Length075 d180 dSEMp-Value
Storage Temperature 25 °C30 °C25 °C30 °C Ensiling Length
CP Levels (g/kg DM) 9013090130901309013090130 LinQuad TCPL*CP
VariablesTime
Total SCFA 1 (µmol/mL)8 h29.629.632.631.932.031.631.630.429.929.10.57n.s<0.010.06n.sn.s
24 h44.644.047.045.847.046.245.744.144.644.00.93n.s<0.01n.s0.08n.s
Individual SCFA proportions (µmol/100 µmol total SCFA)
Acetate (C2)8 h68.269.164.464.765.065.665.165.765.566.30.42<0.01<0.01n.s<0.01n.s
24 h65.565.863.762.064.062.364.362.464.562.60.56<0.01<0.01n.s<0.01<0.05
Propionate (C3)8 h17.517.219.221.319.020.818.720.418.520.20.68<0.01<0.01n.s<0.01<0.05
24 h18.418.419.621.619.021.419.321.219.321.10.42<0.01<0.01n.s<0.01<0.01
Iso-butyrate8 h0.910.901.020.911.000.891.030.921.030.920.04<0.05n.sn.s<0.010.08
24 h0.991.011.071.031.101.041.071.061.041.040.02<0.05<0.05n.sn.sn.s
Butyrate (C4)8 h11.611.013.110.913.010.712.910.912.810.60.39n.sn.sn.s<0.01<0.01
24 h12.612.312.612.613.012.512.312.612.312.50.33n.sn.sn.sn.sn.s
Iso-valerate8 h0.930.921.211.011.200.961.241.021.200.970.08<0.01<0.05n.s<0.010.07
24 h1.451.481.681.551.701.541.671.551.591.530.08n.sn.sn.sn.sn.s
Valerate8 h0.850.881.031.141.001.090.991.080.971.040.02<0.01<0.01<0.05<0.01n.s
24 h1.061.121.321.231.301.221.271.191.231.170.03<0.01<0.01n.s<0.05<0.01
C2:C38 h3.894.053.393.043.483.173.523.233.583.290.29<0.01<0.01n.sn.sn.s
24 h3.603.603.252.873.352.913.342.943.352.970.34<0.01<0.01n.s<0.01<0.05
(C2+C4):C38 h4.624.704.073.554.183.674.223.764.293.820.38<0.01<0.01n.s<0.010.05
24 h4.294.263.893.463.993.503.973.543.993.560.37<0.01<0.01n.s<0.01<0.05
Total BCFA8 h1.831.822.231.922.301.842.271.942.241.890.12<0.01n.sn.s<0.01n.s
24 h2.452.492.762.582.702.592.742.612.632.570.10<0.05n.sn.sn.sn.s
1 Total SCFA corrected for the SCFA concentrations in the inoculum of the blank bottle at each incubation sampling time. C2:C3, Acetate: Propionate; (C2 + C4):C3, Acetate + Butyrate: Propionate, BCFA, branched chain fatty acids (isobutyrate + isovalerate). Lin, Linear; Quad, Quadratic; SEM, standard error of means; n.s, not significant. L*T, interaction effects of ensiling length with storage temperature (p > 0.1), CP*T, interaction effects of crude protein level with storage temperature (p > 0.1). L*CP*T, interaction effects between ensiling length, crude protein level and storage temperature (p > 0.1).
Table 5. Effect of ensiling length, storage temperature, and crude protein level on the in vitro degradability and post-ruminal digestibility of diets’ dry matter (DM) and crude protein (CP) at different incubation periods (least squares means; n = 6).
Table 5. Effect of ensiling length, storage temperature, and crude protein level on the in vitro degradability and post-ruminal digestibility of diets’ dry matter (DM) and crude protein (CP) at different incubation periods (least squares means; n = 6).
Ensiling Length 0 d75 d180 dSEMp-Value
Storage Temperature 25 °C30 °C25 °C30 °C Ensiling Length
CP Levels (g/kg DM) 9013090130901309013090130 LinQuad TCPL*T
VariablesTime
Apparent ruminal DM degradability (g/100 g)8 h40.742.845.846.642.945.647.245.645.344.74.52 n.sn.sn.sn.sn.s
24 h49.748.750.248.250.348.950.645.746.745.71.760.09n.sn.sn.sn.s
Apparent intestinal DM digestibility (g/100 g)8 h48.347.948.348.648.850.046.146.545.444.00.85<0.01<0.01n.sn.sn.s
24 h45.046.845.745.943.944.841.838.838.739.11.04<0.01<0.01n.sn.sn.s
Apparent total DM digestibility (g/100 g)8 h66.067.167.468.267.268.867.066.964.765.02.91n.sn.sn.sn.sn.s
24 h72.372.772.971.972.171.771.266.867.366.80.97<0.010.01n.sn.sn.s
CP in undegraded substrate (mg CP)8 h20523518421319221115018714618612.5<0.01n.sn.s<0.01n.s
24 h1792081662061722021421861481786.14<0.01n.sn.s<0.01n.s
Apparent intestinal CP digestibility (g/100 g)8 h71.274.973.074.775.976.976.277.473.575.11.26<0.01n.sn.s<0.010.02
24 h74.275.570.972.470.872.071.371.966.866.50.80<0.010.02<0.01<0.01<0.01
SEM, standard error of means; n.s, not significant. Lin, Linear; Quad, Quadratic; L, ensiling length; T, storage temperature. L*CP, interaction effects of ensiling length with crude protein level (p > 0.1), CP*T, interaction effects of crude protein level with storage temperature (p > 0.1). L*CP*T, interaction effects between ensiling length, crude protein level and storage temperature (p > 0.1).
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Aloba, T.A.; Dickhoefer, U.; Castro-Montoya, J. In Vitro Rumen Fermentation and Post-Ruminal Digestibility of Sorghum–Soybean Forage as Affected by Ensiling Length, Storage Temperature, and Its Interactions with Crude Protein Levels. Animals 2022, 12, 3400. https://doi.org/10.3390/ani12233400

AMA Style

Aloba TA, Dickhoefer U, Castro-Montoya J. In Vitro Rumen Fermentation and Post-Ruminal Digestibility of Sorghum–Soybean Forage as Affected by Ensiling Length, Storage Temperature, and Its Interactions with Crude Protein Levels. Animals. 2022; 12(23):3400. https://doi.org/10.3390/ani12233400

Chicago/Turabian Style

Aloba, Temitope Alex, Uta Dickhoefer, and Joaquin Castro-Montoya. 2022. "In Vitro Rumen Fermentation and Post-Ruminal Digestibility of Sorghum–Soybean Forage as Affected by Ensiling Length, Storage Temperature, and Its Interactions with Crude Protein Levels" Animals 12, no. 23: 3400. https://doi.org/10.3390/ani12233400

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop