Cargando…
Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran
Broussonetia papyrifera has a high lignocellulose content leading to poor palatability and low digestion rate of ruminants. Thus, dynamic profiles of fermentation lignocellulose characteristics, microbial community structure, potential function, and interspecific relationships of B. papyrifera mixin...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611845/ https://www.ncbi.nlm.nih.gov/pubmed/36296291 http://dx.doi.org/10.3390/microorganisms10102015 |
_version_ | 1784819627933564928 |
---|---|
author | Wang, Wenbo Nie, Yanshun Tian, Hua Quan, Xiaoyan Li, Jialin Shan, Qiuli Li, Hongmei Cai, Yichao Ning, Shangjun Santos Bermudez, Ramon He, Wenxing |
author_facet | Wang, Wenbo Nie, Yanshun Tian, Hua Quan, Xiaoyan Li, Jialin Shan, Qiuli Li, Hongmei Cai, Yichao Ning, Shangjun Santos Bermudez, Ramon He, Wenxing |
author_sort | Wang, Wenbo |
collection | PubMed |
description | Broussonetia papyrifera has a high lignocellulose content leading to poor palatability and low digestion rate of ruminants. Thus, dynamic profiles of fermentation lignocellulose characteristics, microbial community structure, potential function, and interspecific relationships of B. papyrifera mixing with wheat bran in different ratios: 100:0 (BP100), 90:10 (BP90), 80:20 (BP80), and 65:35 (BP65) were investigated on ensiling days 5, 15, 30, and 50. The results showed that adding bran increased the degradation rate of hemicellulose, neutral detergent fiber, and the activities of filter paper cellulase, endoglucanase, acid protease, and neutral protease, especially in the ratio of 65:35. Lactobacillus, Pediococcus, and Weissella genus bacteria were the dominant genera in silage fermentation, and Pediococcus and Weissella genus bacteria regulated the process of silage fermentation. Compared with monospecific B. papyrifera silage, adding bran significantly increased the abundance of Weissella sp., and improved bacterial fermentation potential in BP65 (p < 0.05). Distance-based redundancy analysis showed that lactic acid bacteria (LAB) were significantly positive correlated with most lignocellulose content and degrading enzymes activities, while Monascus sp. and Syncephalastrum sp. were opposite (p < 0.05). Co-occurrence network analysis indicated that there were significant differences in microbial networks among different mixing ratios of B. papyrifera silage prepared with bran. There was a more complex, highly diverse and less competitive co-occurrence network in BP65, which was helpful to silage fermentation. In conclusion, B. papyrifera ensiled with bran improved the microbial community structure and the interspecific relationship and reduced the content of lignocellulose. |
format | Online Article Text |
id | pubmed-9611845 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96118452022-10-28 Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran Wang, Wenbo Nie, Yanshun Tian, Hua Quan, Xiaoyan Li, Jialin Shan, Qiuli Li, Hongmei Cai, Yichao Ning, Shangjun Santos Bermudez, Ramon He, Wenxing Microorganisms Article Broussonetia papyrifera has a high lignocellulose content leading to poor palatability and low digestion rate of ruminants. Thus, dynamic profiles of fermentation lignocellulose characteristics, microbial community structure, potential function, and interspecific relationships of B. papyrifera mixing with wheat bran in different ratios: 100:0 (BP100), 90:10 (BP90), 80:20 (BP80), and 65:35 (BP65) were investigated on ensiling days 5, 15, 30, and 50. The results showed that adding bran increased the degradation rate of hemicellulose, neutral detergent fiber, and the activities of filter paper cellulase, endoglucanase, acid protease, and neutral protease, especially in the ratio of 65:35. Lactobacillus, Pediococcus, and Weissella genus bacteria were the dominant genera in silage fermentation, and Pediococcus and Weissella genus bacteria regulated the process of silage fermentation. Compared with monospecific B. papyrifera silage, adding bran significantly increased the abundance of Weissella sp., and improved bacterial fermentation potential in BP65 (p < 0.05). Distance-based redundancy analysis showed that lactic acid bacteria (LAB) were significantly positive correlated with most lignocellulose content and degrading enzymes activities, while Monascus sp. and Syncephalastrum sp. were opposite (p < 0.05). Co-occurrence network analysis indicated that there were significant differences in microbial networks among different mixing ratios of B. papyrifera silage prepared with bran. There was a more complex, highly diverse and less competitive co-occurrence network in BP65, which was helpful to silage fermentation. In conclusion, B. papyrifera ensiled with bran improved the microbial community structure and the interspecific relationship and reduced the content of lignocellulose. MDPI 2022-10-12 /pmc/articles/PMC9611845/ /pubmed/36296291 http://dx.doi.org/10.3390/microorganisms10102015 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Wenbo Nie, Yanshun Tian, Hua Quan, Xiaoyan Li, Jialin Shan, Qiuli Li, Hongmei Cai, Yichao Ning, Shangjun Santos Bermudez, Ramon He, Wenxing Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran |
title | Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran |
title_full | Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran |
title_fullStr | Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran |
title_full_unstemmed | Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran |
title_short | Microbial Community, Co-Occurrence Network Relationship and Fermentation Lignocellulose Characteristics of Broussonetia papyrifera Ensiled with Wheat Bran |
title_sort | microbial community, co-occurrence network relationship and fermentation lignocellulose characteristics of broussonetia papyrifera ensiled with wheat bran |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611845/ https://www.ncbi.nlm.nih.gov/pubmed/36296291 http://dx.doi.org/10.3390/microorganisms10102015 |
work_keys_str_mv | AT wangwenbo microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT nieyanshun microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT tianhua microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT quanxiaoyan microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT lijialin microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT shanqiuli microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT lihongmei microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT caiyichao microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT ningshangjun microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT santosbermudezramon microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran AT hewenxing microbialcommunitycooccurrencenetworkrelationshipandfermentationlignocellulosecharacteristicsofbroussonetiapapyriferaensiledwithwheatbran |