Effects of Moisture Content and Silage Starter on the Fermentation Quality and In Vitro Digestibility of Waxy Corn Processing Byproduct Silage
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Materials and Design
2.2. Fermentation Quality Analysis
2.3. Chemical Composition and Energy Analysis
2.4. In Vitro Fermentation Parameter Analysis
2.5. Statistical Analysis
3. Results
3.1. Fermentation Quality of WRB Mixed Silage and WRPP Mixed Silage
3.2. Chemical Composition of WRB Mixed Silage and WRPP Mixed Silage
3.3. Energy of WRB Mixed Silage and WRPP Mixed Silage
3.4. In Vitro Digestibility of WRB Mixed Silage and WRPP Mixed Silage
4. Discussion
4.1. Effects of Moisture Content and Silage Starter on the Fermentation Quality of WRB Mixed Silage and WRPP Mixed Silage
4.2. Effects of Moisture Content and Silage Starter on the Nutritive Value of WRB Mixed Silage and WRPP Mixed Silage
4.3. Effects of Moisture Content and Silage Starter on the Energy and In Vitro Digestibility of WRB Mixed Silage and WRPP Mixed Silage
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Gong, K.; Chen, L.; Li, X.; Liu, K. Lignin accumulation and biosynthetic enzyme activities in relation to postharvest firmness of fresh waxy corn. J. Food Process. Preserv. 2018, 42, e13333. [Google Scholar] [CrossRef]
- He, T.; Zheng, Y.; Piao, X.; Long, S. Determination of the available energy, standardized ileal digestibility of amino acids of fermented corn germ meal replacing soybean meal in growing pig diets. Anim. Nutr. 2022, 9, 259–268. [Google Scholar] [CrossRef] [PubMed]
- Wiseman, M.; McBride, B.; Li, J.; Wey, D.; Zhu, J.; de Lange, C.F.M. Effects of steeped or fermented distillers dried grains with solubles on growth performance in weanling pigs. J. Anim. Sci. 2017, 95, 3563–3578. [Google Scholar] [CrossRef]
- Zengin, M.; Sur, A.; İlhan, Z.; Azman, M.A.; Tavşanlı, H.; Esen, S.; Bacaksız, O.K.; Demir, E. Effects of fermented distillers grains with solubles, partially replaced with soybean meal, on performance, blood parameters, meat quality, intestinal flora, and immune response in broiler. Res. Vet. Sci. 2022, 150, 58–64. [Google Scholar] [CrossRef] [PubMed]
- Nkosi, B.D.; Meeske, R.; Palic, D.; Langa, T. Laboratory evaluation of an inoculant for ensiling whole crop maize in south africa. Anim. Feed Sci. Technol. 2009, 150, 144–150. [Google Scholar] [CrossRef]
- Guo, Y.; Han, H.; Luo, R.; Zhao, F. Determining the ensiling characteristics of potato vine silage supplemented with rice bran and corn and evaluating their ruminal fermentation potential in vitro. N. Z. J. Agric. Res. 2020, 63, 179–188. [Google Scholar] [CrossRef]
- de Rezende, A.V.; Rabelo, C.H.S.; da Silva, M.R.M.; Härter, C.J.; Veiga, R.M. Wasted cabbage (Brassica oleracea) silages treated with different levels of ground corn and silage inoculant. Rev. Bras. Zootec. 2015, 44, 296–302. [Google Scholar] [CrossRef]
- Basso, F.C.; Rabelo, C.H.S.; Lara, E.C.; Siqueira, G.R.; Reis, R.A. Effects of lactobacillus buchneri NCIMB 40788 and forage: Concentrate ratio on the growth performance of finishing feedlot lambs fed maize silage. Anim. Feed Sci. Technol. 2018, 244, 104–115. [Google Scholar] [CrossRef]
- Mugabe, W.; Yuan, X.; Li, J.; Dong, Z.; Shao, T. Effects of hexanoic acid, lactobacillus plantarum and their combination on the fermentation characteristics of napier grass. Anim. Feed Sci. Technol. 2019, 253, 135–140. [Google Scholar] [CrossRef]
- Guo, X.S.; Ke, W.C.; Ding, W.R.; Ding, L.M.; Xu, D.M.; Wang, W.W.; Zhang, P.; Yang, F.Y. Profiling of metabolome and bacterial community dynamics in ensiled Medicago sativa inoculated without or with Lactobacillus plantarum or Lactobacillus buchneri. Sci. Rep. 2018, 8, 357. [Google Scholar] [CrossRef]
- Wan, J.C.; Xie, K.Y.; Wang, Y.X.; Liu, L.; Yu, Z.; Wang, B. Effects of wilting and additives on the ensiling quality and in vitro rumen fermentation characteristics of sudangrass silage. Anim. Biosci. 2021, 34, 56–65. [Google Scholar] [CrossRef]
- Broderick, G.A.; Kang, J.H. Automated simultaneous determination of ammonia and total amino acids in ruminal fluid and in vitro media. J. Dairy Sci. 1980, 63, 64–75. [Google Scholar] [CrossRef] [PubMed]
- Cao, Y.; Cai, Y.; Hirakubo, T.; Fukui, H.; Matsuyama, H. Fermentation characteristics and microorganism composition of total mixed ration silage with local food by-products in different seasons. Anim. Sci. J. 2011, 82, 259–266. [Google Scholar] [CrossRef] [PubMed]
- AOAC. Official Methods of Analysis, 18th ed.; AOAC Int.: Gaithersburg, MD, USA, 2005. [Google Scholar]
- Deriaz, R.E. Routine analysis of carbohydrates and lignin in herbage. J. Sci. Food Agric. 1961, 12, 152–160. [Google Scholar] [CrossRef]
- Playne, M.J.; McDonald, P. The buffering constituents of herbage and of silage. J. Sci. Food Agric. 1966, 17, 264–268. [Google Scholar] [CrossRef]
- Van Soest, P.J.; Robertson, J.B.; Lewis, B.A. Methods for dietary fibre, neutral detergent fibre, and nonstarch polysaccharides in relation to animal nutrition. J. Dairy Sci. 1991, 74, 3583–3597. [Google Scholar] [CrossRef] [PubMed]
- Gao, J.L.; Wang, P.; Zhou, C.H.; Li, P.; Tang, H.Y.; Zhang, J.B.; Cai, Y.M. Chemical composition and in vitro digestibility of corn stover during field exposure and their fermentation characteristics of silage prepared with microbial additives. Asian-Australas. J. Anim. Sci. 2019, 32, 1854–1863. [Google Scholar] [CrossRef]
- Longland, A.C.; Theodorou, M.K.; Sanderson, R.; Lister, S.J.; Powell, C.J.; Morris, P. Non-starch polysaccharide composition and in vitro fermentability of tropical forage legumes varying in phenolic content. Anim. Feed Sci. Technol. 1995, 55, 161–177. [Google Scholar] [CrossRef]
- He, L.; Zhou, W.; Wang, Y.; Wang, C.; Chen, X.; Zhang, Q. Effect of applying lactic acid bacteria and cellulase on the fermentation quality, nutritive value, tannins profile and in vitro digestibility of Neolamarckia cadamba leaves silage. J. Anim. Physiol. Anim. Nutr. 2018, 102, 1429–1436. [Google Scholar] [CrossRef]
- Kaewpila, C.; Khota, W.; Gunun, P.; Kesorn, P.; Cherdthong, A. Strategic addition of different additives to improve silage fermentation, aerobic stability and in vitro digestibility of napier grasses at late maturity stage. Agriculture 2020, 10, 262. [Google Scholar] [CrossRef]
- Smith, L.H. Theoretical carbohydrate requirement for alfalfa silage production. Agron. J. 1962, 54, 291. [Google Scholar] [CrossRef]
- McDonald, P.; Henderson, A.R.; Heron, S.J.E. The Biochemistry of Silage, 2nd ed.; Chalcombe Publications: Marlow, UK, 1991. [Google Scholar]
- Woolford, M.K. The detrimental effects of air on silage. J. Appl. Bacteriol. 1990, 68, 101–116. [Google Scholar] [CrossRef] [PubMed]
- Owens, V.N.; Albrecht, K.A.; Muck, R.E. Protein degradation and fermentation characteristics of unwilted red clover and alfalfa silage harvested at various times during the day. Grass Forage Sci. 2002, 57, 329–341. [Google Scholar] [CrossRef]
- Ono, H.; Nishio, S.; Tsurii, J.; Kawamoto, T.; Sonomoto, K.; Nakayama, J. Monitoring of the microbiota profile in nukadoko, a naturally fermented rice bran bed for pickling vegetables. J. Biosci. Bioeng. 2014, 118, 520–525. [Google Scholar] [CrossRef] [PubMed]
- Azevedo, A.C.C.G.; Costa, K.A.D.P.; Collao-Saenz, E.A.; Dias, F.J.D.S.; Severiano, E.D.C.; Cruvinel, W.S. Nutritional value of xaraes and piata palisadegrass silages prepared with additives or wilting. Acta Sci. Anim. Sci. 2014, 36, 25–31. [Google Scholar] [CrossRef]
- Xing, L.; Chen, L.J.; Han, L.J. The effect of an inoculant and enzymes on fermentation and nutritive value of sorghum straw silages. Bioresour. Technol. 2009, 100, 488–491. [Google Scholar] [CrossRef] [PubMed]
- Greenhill, W.L. Plant juices in relation to silage fermentation. III. effect of water activity of juice. Grass Forage Sci. 1964, 19, 336–339. [Google Scholar] [CrossRef]
- Hristov, A.N.; Sandev, S.G. Proteolysis and rumen degradability of protein in alfalfa preserved as silage, wilted silage or hay. Anim. Feed Sci. Technol. 1998, 72, 175–181. [Google Scholar] [CrossRef]
- Cai, Y.; Benno, Y.; Ogawa, M.; Ohmomo, S.; Kumai, S.; Nakase, T. Influence of Lactobacillus spp. from an inoculant and of weissella and Leuconostoc spp. from forage crops on silage fermentation. Appl. Environ. Microbiol. 1998, 64, 2982–2987. [Google Scholar] [CrossRef]
- Shao, T.; Zhang, Z.X.; Shimojo, M.; Wang, T.; Masuda, Y. Comparison of fermentation characteristics of italian ryegrass (lolium multiflorum lam.) and guineagrass (panicum maximum jacq.) during the early stage of ensiling. Asian-Australas. J. Anim. Sci. 2005, 18, 1727–1734. [Google Scholar] [CrossRef]
- Li, M.; Zhou, H.; Zi, X.; Cai, Y. Silage fermentation and ruminal degradation of stylo prepared with lactic acid bacteria and cellulase. Anim. Sci. J. 2017, 88, 1531–1537. [Google Scholar] [CrossRef]
- Khota, W.; Pholsen, S.; Higgs, D.; Cai, Y. Fermentation quality and in vitro methane production of sorghum silage prepared with cellulase and lactic acid bacteria. Asian-Australas. J. Anim. Sci. 2017, 30, 1568–1574. [Google Scholar] [CrossRef]
- Zhang, Q.; Yu, Z.; Wang, X.; Tian, J. Effects of inoculants and environmental temperature on fermentation quality and bacterial diversity of alfalfa silage. Anim. Sci. J. 2018, 89, 1085–1092. [Google Scholar] [CrossRef]
- Pholsen, S.; Khota, W.; Pang, H.; Higgs, D.; Cai, Y. Characterization and application of lactic acid bacteria for tropical silage preparation. Anim. Sci. J. 2016, 87, 1202–1211. [Google Scholar] [CrossRef]
- Valente, M.E.; Borreani, G.; Caredda, S.; Cavallarin, L.; Sulas, L. Ensiling forage garland (Chrysanthemum coronarium L.) at two stages of maturity and at different wilting levels. Anim. Feed Sci. Technol. 2003, 108, 181–190. [Google Scholar] [CrossRef]
- Marsh, R. The effects of wilting on fermentation in the silo and on the nutritive value of silage. Grass Forage Sci. 1979, 34, 1–10. [Google Scholar] [CrossRef]
- Cavallarin, L.; Antoniazzi, S.; Borreani, G.; Tabacco, E. Effects of wilting and mechanical conditioning on proteolysis in sainfoin (Onobrychis viciifolia scop) wilted herbage and silage. J. Sci. Food Agric. 2005, 85, 831–838. [Google Scholar] [CrossRef]
- Hashemzadeh-Cigari, F.; Taghizadeh, A.; Ghorbani, G.R.; Khorvash, M. The effects of wilting, molasses and inoculants on the fermentation quality and nutritive value of lucerne silage. S. Afr. J. Anim. Sci. 2011, 41, 377–388. [Google Scholar] [CrossRef]
- Tyrolova, Y.; Vyborna, A. The effects of wilting and biological and chemical additives on the fermentation process in field pea silage. Czech J. Anim. Sci. 2011, 56, 427–432. [Google Scholar] [CrossRef]
- Muck, R.E.; Nadeau, E.M.G.; McAllister, T.A.; Contreras-Govea, F.E.; Santos, M.C.; Kung, L. Silage review: Recent advances and future uses of silage additives. J. Dairy Sci. 2018, 101, 3980–4000. [Google Scholar] [CrossRef] [PubMed]
- Liu, B.; Huan, H.; Gu, H.; Xu, N.; Shen, Q.; Ding, C. Dynamics of a microbial community during ensiling and upon aerobic exposure in lactic acid bacteria inoculation-treated and untreated barley silages. Bioresour. Technol. 2019, 273, 212–219. [Google Scholar] [CrossRef] [PubMed]
- Guan, H.; Shuai, Y.; Yan, Y.; Ran, Q.; Wang, X.; Li, D.; Cai, Y.; Zhang, X. Microbial community and fermentation dynamics of corn silage prepared with heat-resistant lactic acid bacteria in a hot environment. Microorganisms 2020, 8, 719. [Google Scholar] [CrossRef] [PubMed]
- Jiang, F.; Cheng, H.; Liu, D.; Wei, C.; An, W.; Wang, Y.; Sun, H.; Song, E. Treatment of whole-plant corn silage with lactic acid bacteria and organic acid enhances quality by elevating acid content, reducing pH, and inhibiting undesirable microorganisms. Front. Microbiol. 2020, 11, 593088. [Google Scholar] [CrossRef] [PubMed]
- Chen, L.; Li, J.; Dong, Z.; Shao, T. Effects of lactic acid bacteria inoculants and fibrolytic enzymes on the fermentation quality, in vitro degradability, ruminal variables and microbial communities of high-moisture alfalfa silage. Grassl. Sci. 2019, 65, 216–225. [Google Scholar] [CrossRef]
- Larsen, S.U.; Hjort-Gregersen, K.; Vazifehkhoran, A.H.; Triolo, J.M. Co-ensiling of straw with sugar beet leaves increases the methane yield from straw. Bioresour. Technol. 2017, 245, 106–115. [Google Scholar] [CrossRef] [PubMed]
- Hristov, A.N.; Harper, M.T.; Roth, G.; Canale, C.; Huhtanen, P.; Richard, T.L.; DiMarco, K. Effects of ensiling time on corn silage neutral detergent fibre degradability and relationship between laboratory fibre analyses and in vivo digestibility. J. Dairy Sci. 2020, 103, 2333–2346. [Google Scholar] [CrossRef]
- Aksu, T.; Baytok, E.; Bolat, D. Effects of a bacterial silage inoculant on corn silage fermentation and nutrient digestibility. Small Rumin. Res. 2004, 55, 249–252. [Google Scholar] [CrossRef]
- Weinberg, Z.G.; Muck, R.E. New trends and opportunities in the development and use of inoculants for silage. FEMS Microbiol. Rev. 1996, 19, 53–68. [Google Scholar] [CrossRef]
- Moran, J.P.; Owen, T.R. The effect of feeding silage treated with an inoculum of Lactobacillus plantarum on beef production from growing and finishing cattle. Ann. Zootech. 1995, 44, 383. [Google Scholar] [CrossRef]
- Peltekova, V.D.; Broderick, G.A. In vitro ruminal degradation and synthesis of protein on fractions extracted from alfalfa hay and silage. J. Dairy Sci. 1996, 79, 612–619. [Google Scholar] [CrossRef]
- Keady, T.W.J.; Steen, R.W.J.; Kilpatrick, D.J.; Mayne, C.S. Effects of inoculant treatment on silage fermentation, digestibility and intake by growing cattle. Grass Forage Sci. 1994, 49, 284–294. [Google Scholar] [CrossRef]
- Khuntia, A.; Chaudhary, L.C. Performance of male crossbred calves as influenced by substitution of grain by wheat bran and the addition of lactic acid bacteria to diet. Asian-Australas. J. Anim. Sci. 2002, 15, 188–194. [Google Scholar] [CrossRef]
Item | WCPP | RB | RPP |
---|---|---|---|
Chemical composition and buffering capacity | |||
Dry matter (% FW) | 24.55 | 89.22 | 90.12 |
Organic matter (% DM) | 97.52 | 93.97 | 92.86 |
Crude protein (% DM) | 11.16 | 18.01 | 16.79 |
Neutral detergent fibre (% DM) | 75.76 | 58.19 | 69.07 |
Acid detergent fibre (% DM) | 28.26 | 11.93 | 22.15 |
Acid detergent lignin (% DM) | 4.50 | 5.91 | 8.63 |
Water-soluble carbohydrate (% DM) | 6.06 | 9.31 | 8.35 |
Buffering capacity (mEq kg−1 DM) | 191.17 | 176.71 | 287.47 |
Energy | |||
GE (MJ kg−1 DM) | 19.98 | 18.74 | 18.50 |
DE (MJ kg−1 DM) | 15.12 | 18.22 | 15.35 |
ME (MJ kg−1 DM) | 12.20 | 14.74 | 12.26 |
NEm (MJ kg−1 DM) | 8.89 | 11.49 | 9.13 |
NEl (MJ kg−1 DM) | 7.44 | 9.61 | 7.63 |
NEf (MJ kg−1 DM) | 5.88 | 9.13 | 6.41 |
Item | Silage § | Group | Moisture | SEM | p-Value | Significance of Main Effects and Interactions | ||||
---|---|---|---|---|---|---|---|---|---|---|
55% | 60% | 65% | M | G | M × G | |||||
pH value | WRB | Control | 3.70 | 3.76 | 3.81 | 0.093 | 0.531 | 0.064 | 0.886 | 0.796 |
L | 3.65 | 3.77 | 3.83 | 0.061 | 0.064 | |||||
SEM | 0.122 | 0.006 | 0.059 | |||||||
p-value | 0.703 | 0.158 | 0.753 | |||||||
WRPP | Control | 3.68 c | 3.73 b | 3.79 a | 0.005 | <0.001 | <0.001 | <0.001 | 0.581 | |
L | 3.60 b | 3.65 ab | 3.74 a | 0.034 | 0.017 | |||||
SEM | 0.012 | 0.030 | 0.027 | |||||||
p-value | 0.002 | 0.117 | 0.139 | |||||||
AN (%TN) | WRB | Control | 2.43 c | 2.89 b | 3.95 a | 0.038 | <0.001 | <0.001 | <0.001 | 0.003 |
L | 2.25 c | 2.55 b | 3.47 a | 0.059 | <0.001 | |||||
SEM | 0.040 | 0.046 | 0.061 | |||||||
p-value | 0.012 | 0.002 | 0.001 | |||||||
WRPP | Control | 2.40 c | 2.57 b | 3.36 a | 0.044 | <0.001 | <0.001 | 0.001 | 0.517 | |
L | 2.17 b | 2.38 b | 3.00 a | 0.144 | 0.003 | |||||
SEM | 0.175 | 0.034 | 0.047 | |||||||
p-value | 0.259 | 0.023 | 0.002 | |||||||
LA (%DM) | WRB | Control | 8.89 | 10.11 | 7.90 | 0.949 | 0.144 | <0.001 | 0.762 | 0.003 |
L | 12.37 a | 9.57 b | 5.47 c | 0.952 | 0.001 | |||||
SEM | 0.804 | 0.820 | 1.180 | |||||||
p-value | 0.012 | 0.544 | 0.109 | |||||||
WRPP | Control | 6.03 c | 10.44 a | 8.23 b | 0.507 | <0.001 | 0.036 | 0.038 | <0.001 | |
L | 11.27 a | 8.45 b | 7.76 b | 0.831 | 0.012 | |||||
SEM | 0.974 | 0.312 | 0.613 | |||||||
p-value | 0.006 | 0.003 | 0.483 | |||||||
AA (%DM) | WRB | Control | 2.05 | 2.85 | 2.58 | 0.421 | 0.233 | 0.238 | 0.706 | 0.059 |
L | 2.83 | 2.59 | 1.78 | 0.425 | 0.105 | |||||
SEM | 0.555 | 0.208 | 0.430 | |||||||
p-value | 0.233 | 0.285 | 0.134 | |||||||
WRPP | Control | 2.02 | 2.23 | 2.34 | 0.382 | 0.719 | 0.911 | 0.719 | 0.740 | |
L | 2.14 | 2.19 | 1.99 | 0.462 | 0.905 | |||||
SEM | 0.628 | 0.342 | 0.166 | |||||||
p-value | 0.862 | 0.913 | 0.105 | |||||||
PA (%DM) | WRB | Control | ND | ND | ND | NA | NA | NA | NA | NA |
L | ND | ND | ND | NA | NA | |||||
SEM | NA | NA | NA | |||||||
p-value | NA | NA | NA | |||||||
WRPP | Control | 0.02 | 0.01 | ND | 0.014 | 0.386 | 0.226 | 0.690 | 0.946 | |
L | 0.02 | 0.01 | ND | 0.015 | 0.553 | |||||
SEM | 0.023 | 0.009 | NA | |||||||
p-value | 0.890 | 0.519 | NA | |||||||
BA (%DM) | WRB | Control | 0.14 b | 0.62 a | 0.67 a | 0.137 | 0.016 | <0.001 | 0.762 | 0.132 |
L | 0.26 c | 0.70 a | 0.47 b | 0.075 | 0.003 | |||||
SEM | 0.063 | 0.135 | 0.119 | |||||||
p-value | 0.139 | 0.585 | 0.175 | |||||||
WRPP | Control | 0.36 | 0.41 | 0.50 | 0.073 | 0.259 | 0.245 | 0.980 | 0.722 | |
L | 0.39 | 0.44 | 0.45 | 0.080 | 0.726 | |||||
SEM | 0.110 | 0.065 | 0.037 | |||||||
p-value | 0.842 | 0.670 | 0.246 |
Item | Silage § | Group | Moisture | SEM | p-Value | Significance of Main Effects and Interactions | ||||
---|---|---|---|---|---|---|---|---|---|---|
55% | 60% | 65% | M | G | M × G | |||||
DM (%FW) | WRB | Control | 40.68 a | 36.01 b | 31.66 c | 0.442 | <0.001 | <0.001 | 0.823 | 0.914 |
L | 40.61 a | 36.10 b | 31.78 c | 0.205 | <0.001 | |||||
SEM | 0.448 | 0.358 | 0.162 | |||||||
p-value | 0.878 | 0.807 | 0.511 | |||||||
WRPP | Control | 40.04 a | 35.77 b | 32.15 c | 0.178 | <0.001 | <0.001 | 0.771 | 0.150 | |
L | 40.30 a | 35.72 b | 31.84 c | 0.208 | <0.001 | |||||
SEM | 0.196 | 0.229 | 0.147 | |||||||
p-value | 0.245 | 0.817 | 0.103 | |||||||
OM (%DM) | WRB | Control | 95.25 c | 95.62 b | 96.18 a | 0.068 | <0.001 | <0.001 | 0.462 | 0.784 |
L | 95.22 c | 95.57 b | 96.18 a | 0.040 | <0.001 | |||||
SEM | 0.089 | 0.020 | 0.031 | |||||||
p-value | 0.727 | 0.083 | 0.842 | |||||||
WRPP | Control | 94.57 c | 95.16 b | 96.03 a | 0.020 | <0.001 | <0.001 | 0.014 | <0.001 | |
L | 94.69 c | 95.04 b | 95.89 a | 0.038 | <0.001 | |||||
SEM | 0.037 | 0.023 | 0.031 | |||||||
p-value | 0.035 | 0.005 | 0.009 | |||||||
CP (%DM) | WRB | Control | 18.54 a | 17.33 b | 15.24 c | 0.152 | <0.001 | <0.001 | 0.623 | 0.003 |
L | 18.88 a | 17.83 b | 15.51 c | 0.137 | <0.001 | |||||
SEM | 0.131 | 0.123 | 0.175 | |||||||
p-value | 0.059 | 0.017 | 0.193 | |||||||
WRPP | Control | 17.55 a | 16.52 b | 14.84 c | 0.118 | <0.001 | <0.001 | <0.001 | 0.510 | |
L | 17.94 a | 16.75 b | 15.27 c | 0.123 | <0.001 | |||||
SEM | 0.111 | 0.147 | 0.100 | |||||||
p-value | 0.025 | 0.182 | 0.013 | |||||||
NDF (%DM) | WRB | Control | 63.17 c | 67.82 a | 64.29 b | 0.761 | <0.001 | <0.001 | 0.081 | 0.013 |
L | 61.99 b | 65.67 a | 65.58 a | 0.592 | 0.015 | |||||
SEM | 0.967 | 0.383 | 0.559 | |||||||
p-value | 0.287 | 0.005 | 0.082 | |||||||
WRPP | Control | 61.58 | 62.60 | 62.33 | 0.520 | 0.210 | 0.005 | 0.486 | 0.214 | |
L | 60.30 b | 62.89 a | 62.50 ab | 0.776 | 0.032 | |||||
SEM | 1.089 | 0.224 | 0.271 | |||||||
p-value | 0.304 | 0.271 | 0.558 | |||||||
ADF (%DM) | WRB | Control | 17.79 c | 19.68 b | 21.38 a | 0.571 | 0.002 | <0.001 | 0.589 | 0.609 |
L | 17.56 c | 19.86 b | 22.04 a | 0.673 | 0.002 | |||||
SEM | 0.374 | 0.673 | 0.759 | |||||||
p-value | 0.562 | 0.806 | 0.433 | |||||||
WRPP | Control | 25.14 | 24.70 | 25.40 | 0.555 | 0.487 | 0.348 | 0.761 | 0.111 | |
L | 24.50 b | 25.70 a | 25.31 ab | 0.468 | 0.101 | |||||
SEM | 0.181 | 0.471 | 0.733 | |||||||
p-value | 0.024 | 0.100 | 0.915 | |||||||
ADL (%DM) | WRB | Control | 5.51 c | 6.26 a | 5.84 b | 0.083 | <0.001 | 0.001 | 0.573 | 0.099 |
L | 5.47 b | 6.07 ab | 6.26 a | 0.255 | 0.048 | |||||
SEM | 0.083 | 0.308 | 0.078 | |||||||
p-value | 0.671 | 0.570 | 0.006 | |||||||
WRPP | Control | 7.97 | 8.42 | 9.06 | 0.477 | 0.151 | 0.005 | 0.867 | 0.536 | |
L | 7.86 b | 8.80 a | 8.90 a | 0.220 | 0.006 | |||||
SEM | 0.581 | 0.198 | 0.192 | |||||||
p-value | 0.858 | 0.124 | 0.461 |
Item | Silage § | Group | Moisture | SEM | p-Value | Significance of Main Effects and Interactions | ||||
---|---|---|---|---|---|---|---|---|---|---|
55% | 60% | 65% | M | G | M × G | |||||
GE (MJ kg−1 DM) | WRB | Control | 19.35 b | 19.52 a | 19.60 a | 0.053 | 0.008 | <0.001 | 0.964 | 0.011 |
L | 19.55 a | 19.45 b | 19.47 b | 0.027 | 0.021 | |||||
SEM | 0.056 | 0.029 | 0.035 | |||||||
p-value | 0.094 | 0.059 | 0.222 | |||||||
WRPP | Control | 20.81 | 20.94 | 20.77 | 0.160 | 0.561 | 0.860 | 0.452 | 0.076 | |
L | 21.01 a | 20.77 c | 20.90 b | 0.041 | 0.003 | |||||
SEM | 0.094 | 0.038 | 0.174 | |||||||
p-value | 0.439 | 0.010 | 0.288 | |||||||
DE (MJ kg−1 DM) | WRB | Control | 17.32 a | 16.99 ab | 16.58 b | 0.184 | 0.020 | <0.001 | 0.636 | 0.270 |
L | 17.52 a | 16.87 b | 16.35 c | 0.189 | 0.002 | |||||
SEM | 0.116 | 0.197 | 0.228 | |||||||
p-value | 0.161 | 0.565 | 0.363 | |||||||
WRPP | Control | 16.68 ab | 16.92 a | 16.55 b | 0.110 | 0.040 | 0.357 | 0.783 | 0.005 | |
L | 16.94 a | 16.47 b | 16.80 ab | 0.159 | 0.064 | |||||
SEM | 0.090 | 0.133 | 0.174 | |||||||
p-value | 0.044 | 0.029 | 0.229 | |||||||
ME (MJ kg−1 DM) | WRB | Control | 14.04 a | 13.78 ab | 13.49 b | 0.142 | 0.024 | <0.001 | 0.590 | 0.232 |
L | 14.20 a | 13.69 b | 13.28 c | 0.150 | 0.003 | |||||
SEM | 0.090 | 0.158 | 0.176 | |||||||
p-value | 0.149 | 0.586 | 0.306 | |||||||
WRPP | Control | 13.42 ab | 13.64 a | 13.41 b | 0.088 | 0.075 | 0.596 | 0.836 | 0.004 | |
L | 13.65 a | 13.28 b | 13.59 a | 0.127 | 0.053 | |||||
SEM | 0.073 | 0.107 | 0.137 | |||||||
p-value | 0.036 | 0.029 | 0.275 | |||||||
NEm (MJ kg−1 DM) | WRB | Control | 10.70 a | 10.43 ab | 10.14 b | 0.132 | 0.015 | <0.001 | 0.590 | 0.267 |
L | 10.84 a | 10.35 b | 9.95 c | 0.139 | 0.002 | |||||
SEM | 0.081 | 0.147 | 0.164 | |||||||
p-value | 0.168 | 0.615 | 0.320 | |||||||
WRPP | Control | 9.92 | 10.10 | 9.91 | 0.080 | 0.091 | 0.588 | 0.909 | 0.006 | |
L | 10.12 a | 9.79 b | 10.05 ab | 0.114 | 0.061 | |||||
SEM | 0.058 | 0.099 | 0.126 | |||||||
p-value | 0.026 | 0.034 | 0.351 | |||||||
NEl (MJ kg−1 DM) | WRB | Control | 8.94 a | 8.72 ab | 8.48 b | 0.110 | 0.016 | <0.001 | 0.607 | 0.251 |
L | 9.06 a | 8.65 b | 8.32 c | 0.116 | 0.002 | |||||
SEM | 0.070 | 0.123 | 0.135 | |||||||
p-value | 0.161 | 0.617 | 0.311 | |||||||
WRPP | Control | 8.29 | 8.45 | 8.29 | 0.066 | 0.083 | 0.584 | 0.891 | 0.005 | |
L | 8.46 a | 8.18 b | 8.40 ab | 0.095 | 0.058 | |||||
SEM | 0.049 | 0.083 | 0.105 | |||||||
p-value | 0.025 | 0.033 | 0.329 | |||||||
NEf (MJ kg−1 DM) | WRB | Control | 8.03 a | 7.67 b | 7.32 c | 0.143 | 0.007 | <0.001 | 0.602 | 0.328 |
L | 8.16 a | 7.60 b | 7.12 c | 0.159 | 0.002 | |||||
SEM | 0.093 | 0.164 | 0.181 | |||||||
p-value | 0.226 | 0.664 | 0.338 | |||||||
WRPP | Control | 6.84 | 7.01 | 6.83 | 0.096 | 0.180 | 0.572 | 0.930 | 0.013 | |
L | 7.04 a | 6.70 b | 6.93 ab | 0.117 | 0.069 | |||||
SEM | 0.052 | 0.108 | 0.142 | |||||||
p-value | 0.018 | 0.044 | 0.532 |
Item ‡ | Silage § | Group | Moisture | SEM | p-Value | Significance of Main Effects and Interactions | ||||
---|---|---|---|---|---|---|---|---|---|---|
55% | 60% | 65% | M | G | M × G | |||||
IVDMD (%DM) | WRB | Control | 67.59 a | 66.55 b | 65.12 c | 0.376 | 0.002 | <0.001 | 0.490 | 0.416 |
L | 67.87 a | 66.21 b | 64.70 c | 0.408 | <0.001 | |||||
SEM | 0.234 | 0.403 | 0495 | |||||||
p-value | 0.302 | 0.446 | 0.444 | |||||||
WRPP | Control | 64.52 a | 64.74 a | 63.97 b | 0.221 | 0.032 | 0.032 | 0.913 | 0.010 | |
L | 64.98 a | 63.93 b | 64.38 ab | 0.319 | 0.045 | |||||
SEM | 0.128 | 0.285 | 0.359 | |||||||
p-value | 0.023 | 0.046 | 0.321 | |||||||
IVOMD (%DM) | WRB | Control | 72.48 a | 71.26 b | 69.85 c | 0.390 | 0.002 | <0.001 | 0.510 | 0.580 |
L | 72.67 a | 71.00 b | 69.43 c | 0.447 | 0.001 | |||||
SEM | 0.242 | 0.437 | 0.528 | |||||||
p-value | 0.476 | 0.579 | 0.471 | |||||||
WRPP | Control | 67.90 | 68.17 | 67.59 | 0.307 | 0.250 | 0.176 | 0.840 | 0.049 | |
L | 68.34 a | 67.42 b | 67.79 ab | 0.327 | 0.078 | |||||
SEM | 0.102 | 0.311 | 0.442 | |||||||
p-value | 0.012 | 0.073 | 0.684 | |||||||
IVCPD (%DM) | WRB | Control | 62.80 a | 62.02 b | 59.29 c | 0.196 | <0.001 | <0.001 | 0.097 | 0.022 |
L | 63.37 a | 61.67 b | 59.73 c | 0.232 | <0.001 | |||||
SEM | 0.233 | 0.153 | 0.246 | |||||||
p-value | 0.070 | 0.086 | 0.144 | |||||||
WRPP | Control | 55.08 | 54.45 | 53.95 | 0.546 | 0.196 | 0.001 | 0.467 | 0.238 | |
L | 55.63 a | 55.01 a | 53.45 b | 0.401 | 0.004 | |||||
SEM | 0.408 | 0.276 | 0.668 | |||||||
p-value | 0.246 | 0.109 | 0.498 | |||||||
IVNDFD (%DM) | WRB | Control | 60.73 a | 59.39 ab | 58.31 b | 0.732 | 0.044 | <0.001 | 0.082 | 0.012 |
L | 62.80 a | 60.63 b | 57.17 c | 0.572 | <0.001 | |||||
SEM | 0.371 | 0.540 | 0.930 | |||||||
p-value | 0.005 | 0.083 | 0.285 | |||||||
WRPP | Control | 57.76 | 57.50 | 56.78 | 0.503 | 0.210 | 0.005 | 0.488 | 0.215 | |
L | 58.04 a | 57.67 ab | 55.54 b | 0.748 | 0.032 | |||||
SEM | 0.213 | 0.260 | 1.052 | |||||||
p-value | 0.265 | 0.549 | 0.305 |
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Share and Cite
Yi, Q.; Yu, M.; Wang, P.; Du, J.; Zhao, T.; Jin, Y.; Tang, H.; Yuan, B. Effects of Moisture Content and Silage Starter on the Fermentation Quality and In Vitro Digestibility of Waxy Corn Processing Byproduct Silage. Fermentation 2023, 9, 1025. https://doi.org/10.3390/fermentation9121025
Yi Q, Yu M, Wang P, Du J, Zhao T, Jin Y, Tang H, Yuan B. Effects of Moisture Content and Silage Starter on the Fermentation Quality and In Vitro Digestibility of Waxy Corn Processing Byproduct Silage. Fermentation. 2023; 9(12):1025. https://doi.org/10.3390/fermentation9121025
Chicago/Turabian StyleYi, Qixuan, Meng Yu, Peng Wang, Jiarui Du, Tianyue Zhao, Yitong Jin, Hongyu Tang, and Bao Yuan. 2023. "Effects of Moisture Content and Silage Starter on the Fermentation Quality and In Vitro Digestibility of Waxy Corn Processing Byproduct Silage" Fermentation 9, no. 12: 1025. https://doi.org/10.3390/fermentation9121025
APA StyleYi, Q., Yu, M., Wang, P., Du, J., Zhao, T., Jin, Y., Tang, H., & Yuan, B. (2023). Effects of Moisture Content and Silage Starter on the Fermentation Quality and In Vitro Digestibility of Waxy Corn Processing Byproduct Silage. Fermentation, 9(12), 1025. https://doi.org/10.3390/fermentation9121025