Submitted:
21 August 2023
Posted:
22 August 2023
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Area and Ethics Approval
2.2. Maize Harvesting, Treatment Preparation and Ensiling
2.3. Characterization of Fresh Forage and Silage
2.4. Deoxyribonucleic Acid (DNA) Extraction and Sequencing Analysis
2.5. Statistical Data Analysis
3. Results
3.1. Fermentative Charactereistics of Maize Silage
3.2. Silage Microbial Composition as Influenced by Additives
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Zhang, Y.; Zhao, X.; Chen, W.; Zhou, Z.; Meng, Q.; Wu, H. Effects of adding various silage additives to whole corn crops at ensiling on performance, rumen fermentation, and serum physiological characteristics of growing-finishing cattle. Animals, 9. [CrossRef]
- Jayanegara, A.; Sujarnoko, T.U.P.; Ridla, M.; Kondo, M.; Kreuzer, M. Silage quality as influenced by concentration and type of tannins present in the material ensiled: A meta-analysis. J. Anim. Physiol. Anim. Nutr. [CrossRef]
- Wang, C.; Pian, R.; Chen, X.; Lv, H.; Zhou, W.; Zhang, Q. Beneficial effects of tannic acid on the quality of bacterial communities present in high-moisture Mulberry leaf and Stylo silage. Front. Microbiol. 2020, 6412. [Google Scholar] [CrossRef] [PubMed]
- Ntakyo, P.R.; Kirunda, H.; Tugume, G.; Natuha, S. Dry Season Feeding Technologies: Assessing the Nutritional and Economic Benefits of Feeding Hay and Silage to Dairy Cattle in South-Western Uganda. Open J. Anim. Sci. 2020, 10, 627–648. [Google Scholar] [CrossRef]
- Bernardes, T.F.; Daniel, J.L.P.; Adesogan, A.T.; McAllister, T.A.; Drouin, P.; Nussio, L.G.; Huhtanen, P.; Tremblay, G.F.; Bélanger, G.; Cai, Y. Silage review: Unique challenges of silages made in hot and cold regions. J. Dairy Sci, 4: 101, 4001. [Google Scholar] [CrossRef]
- Kaewpila, C.; Khota, W.; Gunun, P.; Kesorn, P.; Kimprasit, T.; Sarnklong, C.; Cherdthong, A. Characterization of green manure sun hemp crop silage prepared with additives: aerobic stability, nitrogen value and in vitro rumen methane production. Fermentation. 2022, 2022. 8, 104. [Google Scholar] [CrossRef]
- Sun, Z.; Li, Y.; Liu, G.; Gao, R.; Bao, J.; Wang, L.; Wu, Z.; Yu, Z. Associative effects of ensiling mixtures of sweet sorghum and korshinsk pea shrub on fermentation quality, chemical composition and in vitro rumen digestion characteristics. Anim. Sci. J, e: 93, 1370. [Google Scholar] [CrossRef]
- Guan, H.; Shuai, Y.; Yan, Y.; Ra, 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, 2020. 8, 719. [Google Scholar] [CrossRef]
- Jayanegara, A.; Yaman, A.; Khotijah, L. Reduction of proteolysis in high protein silage from Maringa and Indigofera leaves by addition of tannin extract. Vet. World. [CrossRef]
- Sadarman, S.; Ridla, M.; Nahrowi, N.; Ridwan, R.; Jayanegara, A. Evaluation of ensiled soy source by-product combined with several additives as an animals feed. Vet. World. 2020, 2020. 13, 940–946. [Google Scholar] [CrossRef]
- Schneider, C.R.; Zambom, M.A.; Galhardo, D.; Faccenda, A.; Avila, A.S.; Tinini, R.C.R.; Del Valle, T.A. Microbiological quality of silage made from by-products of cassava starch extraction and viticulture. S. Afr. J. Anim. Sci. 2021, 51(3), 407–415. [Google Scholar] [CrossRef]
- Kung Jr, L.; Shaver, R.D.; Grant, R.J.; Schmidt, R.J. Silage review: Interpretation of chemical microbial, and organoleptic components of silages. J. Dairy Sci, 4: 101, 4020. [Google Scholar] [CrossRef]
- Tahir, M.; Li, J.; Xin, Y.; Wang, T.; Chen, C.; Zhong, Y.; Zhang, L.; Liu, H.; He, Y.; Wen, X.; Yan, Y. Response of fermentation quality and microbial community of oat silage to homofermentative lactic acid bacteria inoculation. Front. Microbiol, 1: 13, 1091. [Google Scholar] [CrossRef]
- Ke, W.C.; Ding, W.R.; Xu, D.M.; Ding, L.M.; Zhang, P.; Li, F.D.; Guo, X.S. Effects of addition of malic or citric acids on fermentation quality and chemical characteristics of alfalfa silage. J. Dairy Sci. 2017, 100(11), 8958–8966. [Google Scholar] [CrossRef]
- Ogunade, I.M.; Jiang, Y.; Kim, D.H.; Pech Cervantes, A.A.; Arriola, K.G.; Vyas, D.; Weinberg, Z.G.; Jeong, K.C. ; Adesogan. A.T. Fate of Escherichia coli O157:H7 and bacterial diversity in corn silage contaminated with the pathogen and treated with chemical or microbial additives. J. Dairy Sci. 2017. 100, 1780-1794. [CrossRef]
- Ke, W.; Zhang, H.; Li, S.; Xue, Y.; Wang, Y.; Dong, W.; Cai, Y.; Zhang, G. Influence of Condensed and Hydrolysable tannins on the bacterial community, protein degradation and fermentation quality of alfalfa silage. Animals. 2022, 2022. 12, 831. [Google Scholar] [CrossRef]
- Getachew, G. Depeters, E.J.; Pittroff, W.; Putnam, D.H.; Dandekar, A.M. Review: Does protein in alfalfa need protected from rumen microbes? Prof. Anim. Sci. [CrossRef]
- Khan, N.A.; Yu, P.; Ali, M.; Cone, J.W.; Hendriks, W.H. Review: Nutritive value of maize silage in relation to dairy cow performance and milk quality. J. Sci. Food Agric. [CrossRef]
- McDonald, P. , Henderson A.R., and Heron S.J.E. The biochemistry of silage. 1991. 2nd ed. Welton, Lincoln, UK: Chalcombe Publication.
- Silva, L.D.; Pereira, O.G.; Silva, T.C.; Leandro, E.S.; Paula, R.A.; Santos, S.A.; Ribeiro, K.G.; Valadares-Filho, S.C. Effects of Lactobacillus buchneri isolated from tropical maize silage. Grass Forage Sci. [CrossRef]
- Li, H.; Zeng, T.; Du, Z.; Dong, X.; Xin, Y.; Wu, Y.; Huang, L.; Liu, L.; Kang, B.; Jiang, D.; Wu, B.; Yang, W.; Yan, Y. Assessment on the Fermentation Quality and Bacterial Community of mixed Silage of Faba Bean with Forage Wheat or Oat. Front. Microbiol, /: 13, 875819. https, 8758; 13. [Google Scholar]
- Xin, Y. F.; Chen, C.; Zeng, T. R.; Du, Z. C.; Ni, H. R.; Zhang, Y. H.; et al. Research progress in effects of additives to silage on microbial diversity. Biotechnol. Bull. 2021, 37, 24–30. [Google Scholar] [CrossRef]
- Xu, D.; Ding, W.; Ke, W.; Li, F.; Guo, X. Modulation of metabolome and bacterial community in whole crop corn silage by inoculating homofermentative Lactobacillus plantarum and Heterofermentative Lactobacillus buchneri. Front. Microbiol. [CrossRef]
- Ridwan, R.; Abdelbagi, M.; Sofyan, A.; Fidriyanto, R.; Astuti, W.D.; Fitri, A.; Sholikin, M.M.; Rohmatussolihat Sarwono, K.A.; Jayanegara, A.; Widyastukt, Y. A metta-analysis to observe silage microbiome differentiated by the use of inoculant and type of raw material. Front. Microbiol. 2023. [Google Scholar] [CrossRef]
- Yan, Y.; Li, X.; Guan, H.; Huang, L.; Ma, X.; Peng, Y.; Li, Z.; Nie, G.; Zhou, J.; Yang, W.; Cai, Y.; Zhang, X. Microbial community and fermentation characteristics of Italian ryegrass silage prepared with corn stover and lactic acid bacteria. Bioresour. Technol. 2019, 279, 166–173. [Google Scholar] [CrossRef] [PubMed]
- Guo, L.; Wang, X.; Lin, Y.; Yang, X.; Ni, K.; Yang, F. Microorganisms that are critical for the fermentation quality of paper mulberry silage. Food energy Secur. 2021. 10, e304. [CrossRef]
- Xian, Z.; Wu, J.; Deng, M.; Wang, M.; Tia, H.; Liu, D.; Li, Y.; Liu, G.; Sun, B.; Guo, Y. Effects of cellulase and Lactiplantibacillus plantarum on the fermentation parameters, nutrients, and bacterial community in Cassia alata silage. Front. Microbiol. 2022, 13, 926065. [Google Scholar] [CrossRef]
- Zhao, S.; Yang, F.; Wang, Y.; Fan, X.; Feng, C.; Wang, Y. Dynamics of fermentation parameters and bacterial community in high-moisture alfalfa silage with or without lactic acid bacteria. Microorganisms. 2021, 9, 1225. [Google Scholar] [CrossRef] [PubMed]
- Zhang, J.; Lui, Y.; Wang, Z.; Bao, J.; Zhao, M.; Si, Q.; Sun, P.; Ge, G.; Jia, Y. Effects of Different Types of LAB on Dynamic Fermentation Quality and Microbial Community of Native Grass Silage during Anaerobic Fermentation and Aerobic Exposure. Microorganisms. 2023, 11, 513. [Google Scholar] [CrossRef] [PubMed]
- Xiao, Y.; Sun, L.; Wang, Z.; Wang, W.; Xin, X.; Xu, L.; Du, S. Fermentation Characteristics, Microbial Compositions and Predicted Functional Profiles of Forage Oats Ensiled with Lactiplantibacillus plantarum or lantilactobillus buchneri. Fermentation. 2022, 8, 707. [Google Scholar] [CrossRef]
- Naumann, H.D.; Tedeschi, L.O.; Zeller, W.E.; Huntley, N.F. The role of condensed tannins in ruminant animal production: advances, limitations and future directions. R. Bras. Zootec, 46. [CrossRef]
- Huang, Q.; Liu, X.; Zhao, G.; Hu, T.; Wang, Y. Potential and challenges of tannins as an alternative to in-feed antibiotics for farm animal production. Anim. Nutr, 1: 4. [CrossRef]
- Fonseca, N.V.B.; Cardoso, A.S.; Bahia, A.S.R.S.; Messana, J.D.; Vicente, E.F.; Reis, R.A. Additive tannins in ruminant nutrition: An alternative to achieve sustainability in animal production. Sustainability 2023, 15, 4162. [Google Scholar] [CrossRef]
- Maisetta, G.; Batoni, G.; Caboni, P.; Esin, S.; Rinaldi, A.C.; Zucca, P. Tannin profile, antimicrobial properties, and antimicrobial activity of extracts from two Mediterranean species of parasitic plant Cytinus. BMC Complement. Altern. Med. 2019, 2019. 19, 82. [Google Scholar] [CrossRef]
- Mpanza, T.D.E.; Dhlamini, T.C.; Pierneef, R.E.; Mbatha, K.R. Enteric methane emission, rumen fermentation and microbial profiles of meat-master lambs supplemented with barley fodder sprouts. Fermentation, 8. [CrossRef]
- Aragón, Y.A.; Jatkauskas, J.; Vrotnaikienė, V. The effect of a silage inoculant on silage quality, aerobic stability and meat production on farm scale. ISRN. Vet. Sci. 2012, 5927. [Google Scholar] [CrossRef]
- Li, F.; Ding, Z.; Adesogan, A.T.; Ke, W.; Jiang, Y.; Bai, J.; Mudassar, S.; Zhang, Y.; Huang, W.; Guo, X. Effects of class 11a bacteriocin-producing Lactobacillus species on fermentation quality and aerobic stability of alfalfa silage. Animals. [CrossRef]
- Liu, Q.; Li, X.; Desta, S.T.; Zhang, J.; Shao, T. Effects of Lactobacillus plantarum and fibrolytic enzyme on the fermentation quality and in vitro digestibility of total mixed ration silage including rape straw. J. Integr. Agric. 2016, 2016. 15, 2087–2096. [Google Scholar] [CrossRef]
- Zi, X.; Li, M.; Chen, Y.; Lv, R.; Zhou, H.; Tang, J. Effects of citric acid and Lactobacillus plantarum on silage quality and bacterial diversity of king grass silage. Front. Microbiol, 1096. [Google Scholar] [CrossRef]
- Barboza, N.; Brenes-Guillen, L.; Uribe, L.; WingChing-Jones, R. Silage quality and bacterial diversity of silage inoculated with Listeria monocytogenes and Lacticaseibacillus paracasei_6714. Rev. Biol. Trop. 2023, 71, 50692. [Google Scholar] [CrossRef]
- Ni, K.; Zhao, J.; Zhu, B.; Su, R.; Pan, Y.; Ma, J.; Zhou, G.; Tao, Y.; Liu, X.; Zhong, J. Assessing the fermentation quality and microbial community of the mixed silage of forage soybean with crop corn or sorghum. Bioresour. Technol. 2018, 265, 563–567. [Google Scholar] [CrossRef]
- Borges, E.B.; Araújo, C.A.; Monteiro, B.S.; Silva, A.S.; Albuquerque, L.F.; de Araújo, G.L.; Campos, F.S.; Gois, G.C.; de Souza, R.C.; de Araújo, A.O. Buffel grass pre-dried as a modulator of the fermentation, nutritional and aerobic stability profile of cactus pear silage. N. Z. J. Agric. 2023. [Google Scholar] [CrossRef]
- Amorim, D.S.; Edvan, R.L.; do Nascimento, R.R.; Bezerra, L.R.; de Araújo, M.J.; da Silva, A.L.; Meilezrski, F.; Nascimento, K.S. Fermentation profile and nutritional value of sesame silage compared to usual silages. Ital. J. Anim. Sci. 2020, 2020. 19, 19,230–239. [Google Scholar] [CrossRef]
- Dunière, L.; Xu, S.; Long, J.; Elekwachi, C.; Wang, Y.; Turkington, K.; Forster, R.; McAllister, T.A. Bacterial and fungal core microbiomes associated with small grain silages during ensiling and aerobic spoilage. BMC Microbiol. 2017, 2017. 17, 50. [Google Scholar] [CrossRef]
- Ennahar, S.; Cai, Y.M.; Fujita, Y. Phylogenic diversity of lactic acid bacteria associated with paddy rice silage as determined by 16S ribosomal DNA analysis. Appl. Environ. Microbiol. 2003, 2003. 69, 444–451. [Google Scholar] [CrossRef]
- Jaipolsaen, N.; Sangsritavong, S.; Uengwetwanit, T.; Angthong, P.; Plengviidhya, V.; Rungrassamee, W.; Yammuenart, S. Comparison of the effects of microbial inoculants on fermentation quality and microbiota in napier grass (Pennisetum purpureum) and corn (Zea mays) silage. Front. Microbiol, /: https, 4535. [Google Scholar]
- Dong, J.; Li, S.; Chen, X. ; Sun. Z.; Sun, Y.; Zhen, Y.; Qin, G.; Wang, T.; Demelash, N.; Zhang, X. Effects of Lactiplantibacillus plantarum inoculation on the quality and bacterial community of whole-crop corn silage at different harvest stages. Chem. Biol. Technol. Agric. [CrossRef]
- Keshri, J.; Chen, Y.; Pinto, R.; Kroupitski, Y.; Weinberg, Z.G.; Sela, S. Microbiome dynamics during ensiling of corn with and without Lactobacillus plantarum inoculant. Appl. Microbiol. Biotechnol. [CrossRef]
- Dong, Z.; Lim, J.; Chen, L.; Wang, S.; Shao, T. Effects of freeze-thaw event on microbial community dynamics during red clover ensiling. Front. Microbiol. 2019, 2019. 10, 1559. [Google Scholar] [CrossRef]
- Lu, Q.; Wang, Z.; Sa, D.; Hou, M.; Ge, G.; Wang, Z.; Jia, Y. The Potential Effects on Microbiota and Silage Fermentation of Alfalfa under Salt Stress. Front. Microbiol, 6886. [Google Scholar] [CrossRef]
- Sa, D.W.; Lu, Q.; Wang, Z.; Ge, G.; Sun, L.; Jia, Y. The potential and effects of salin-alkali alfalfa microbiota under salt stress on the fermentation quality and microbial. BMC Microbiol. 2021, 21, 149. [Google Scholar] [CrossRef] [PubMed]
- Xin, Y.; Che, C.; Zhong, Y.; Bu, X.; Huang, S.; Tahir, M.; Du, Z.; Liu, W.; Yang, W.; Li, J.; Wu, Y.; Zhang, Z.; Lian, J.; Xiao, Q.; Yan, Y. Effect of storage time on the silage quality and microbial community of mixed maize and faba bean in the Qinghai-Tibet plateau. Front. Microbiol, 0401. [Google Scholar] [CrossRef]
- Wang, W.; Tan, Z.; Gu, L.; Ma, H.; Wang, Z.; Wang, L.; Wu, G.; Qin, G.; Wang, Y.; Pang, H. Variation of microbial community and fermentation quality in corn silage treated with lactic bacteria and Artemisia argyi during aerobic exposure. Toxins 2022, 14, 349. [Google Scholar] [CrossRef]
- Ali, N.; Wang, S.; Zhao, J.; Dong, Z.; Li, J.; Nazar, M.; Shao, T. Microbial diversity and fermentation profile of red clover silage inoculated with reconstituted indigenous and exogenous epiphytic microbiota. Bioresour. Technol. 1236. [Google Scholar] [CrossRef]
- Zhang, Z.; Wang, Y.; Wang, S.; Zhao, L.; Zhang, B.; Jia, W.; Zhai, Z.; Zhao, L.; Li, Y. Effects of antibacterial peptide-producing Bacillus subtilis, gallic acid, and cellulase on fermentation quality and bacterial community of whole-plant corn silage. Front. Microbiol. /: https, 3389. [Google Scholar]
- Dunière, L.; Sindou, J.; Chaucheyras-Durand, F.; Chevallier, I.; Thévenot-Sergentet, D. Silage processing and strategies to prevent persistence of undesirable microorganisms. Anim. Feed Sci. Technol. 2013, 2013. 182, 1–15. [Google Scholar] [CrossRef]
- Tian, J.; Yin, X.; Zhang, J. Changes of the fermentation quality and microbial community during re-ensiling of sweet corn stalk silage. Ital. J. Anim. Sci, 1: 21; :1. [CrossRef]
- Huang, Y.; Liang, L.; Dai, S.; Wu, C.; Chen, C.; Hao, J. Effect of different regions and ensiling periods on fermentation quality and the bacterial community of whole-plant maize silage. Front. Microbiol. 2021, 3695. [Google Scholar] [CrossRef] [PubMed]
- Queiroz, O. C. M. : Ogunade, I. M.; Weinberg, Z.; Adesogan, A. T. Silage review: foodborne pathogens in silage and their mitigation by silage additives. J. Dairy Sci, 4: 101, 4132. [Google Scholar] [CrossRef]
- Lingaas, F.; Tveit, B. Etiology of acetonemia in Norwegian cattle. 2. Effect of butyric acid, valeric acid, and putrescine. J. Dairy Sci, 2: 75, 2433. [Google Scholar] [CrossRef]
- 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]
- Si, Q.; Wang, Z.; Liu, W.; Liu, M.; Ge, G.; Jia, Y.; Du, S. Influence of cellulose or Lactiplantibacillus plantarum on the ensiling performance and bacterial community in mixed silage of alfalfa and Leymus chinensis. Microorganisms. 2023, 2023. 11, 426. [Google Scholar] [CrossRef]






| Treatments | pH at day 0 | pH at day 75 | Silage DM% | DMR% | WL% |
|---|---|---|---|---|---|
| T1 | 5.13b | 3.52c | 31.1b | 82.4 | 7.0 |
| T2 | 5.15b | 3.53c | 33.3b | 93.2 | 2.2 |
| T3 | 5.16b | 3.55b | 32.7b | 89.3 | 3.9 |
| T4 | 5.17b | 3.52c | 36.4a | 93.8 | 2.3 |
| T5 | 5.29a | 3.60a | 36.5a | 87.2 | 4.8 |
| SEM | 0.017 | 0.005 | 0.825 | 2.63 | 1.13 |
| P-values | 0.0004 | <.0001 | 0.0032 | 0.0624 | 0.0674 |
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