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Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics
Silage produced in tropical countries is prone to spoilage because of high humidity and temperature. Therefore, determining indigenous bacteria as potential inoculants is important to improve silage quality. This study aimed to determine bacterial community and functional changes associated with ens...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9061801/ https://www.ncbi.nlm.nih.gov/pubmed/35501317 http://dx.doi.org/10.1038/s41598-022-08819-4 |
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author | Hisham, Minhalina Badrul Hashim, Amalia Mohd Mohd Hanafi, Nursyuhaida Abdul Rahman, Norafizah Abdul Mutalib, Nur Elina Tan, Chun Keat Nazli, Muhamad Hazim Mohd Yusoff, Nur Fatihah |
author_facet | Hisham, Minhalina Badrul Hashim, Amalia Mohd Mohd Hanafi, Nursyuhaida Abdul Rahman, Norafizah Abdul Mutalib, Nur Elina Tan, Chun Keat Nazli, Muhamad Hazim Mohd Yusoff, Nur Fatihah |
author_sort | Hisham, Minhalina Badrul |
collection | PubMed |
description | Silage produced in tropical countries is prone to spoilage because of high humidity and temperature. Therefore, determining indigenous bacteria as potential inoculants is important to improve silage quality. This study aimed to determine bacterial community and functional changes associated with ensiling using amplicon metagenomics and to predict potential bacterial additives associated with silage quality in the Malaysian climate. Silages of two forage crops (sweet corn and Napier) were prepared, and their fermentation properties and functional bacterial communities were analysed. After ensiling, both silages were predominated by lactic acid bacteria (LAB), and they exhibited good silage quality with significant increment in lactic acid, reductions in pH and water-soluble carbohydrates, low level of acetic acid and the absence of propionic and butyric acid. LAB consortia consisting of homolactic and heterolactic species were proposed to be the potential bacterial additives for sweet corn and Napier silage fermentation. Tax4fun functional prediction revealed metabolic pathways related to fermentation activities (bacterial division, carbohydrate transport and catabolism, and secondary metabolite production) were enriched in ensiled crops (p < 0.05). These results might suggest active transport and metabolism of plant carbohydrates into a usable form to sustain bacterial reproduction during silage fermentation, yielding metabolic products such as lactic acid. This research has provided a comprehensive understanding of bacterial communities before and after ensiling, which can be useful for desirable silage fermentation in Malaysia. |
format | Online Article Text |
id | pubmed-9061801 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90618012022-05-04 Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics Hisham, Minhalina Badrul Hashim, Amalia Mohd Mohd Hanafi, Nursyuhaida Abdul Rahman, Norafizah Abdul Mutalib, Nur Elina Tan, Chun Keat Nazli, Muhamad Hazim Mohd Yusoff, Nur Fatihah Sci Rep Article Silage produced in tropical countries is prone to spoilage because of high humidity and temperature. Therefore, determining indigenous bacteria as potential inoculants is important to improve silage quality. This study aimed to determine bacterial community and functional changes associated with ensiling using amplicon metagenomics and to predict potential bacterial additives associated with silage quality in the Malaysian climate. Silages of two forage crops (sweet corn and Napier) were prepared, and their fermentation properties and functional bacterial communities were analysed. After ensiling, both silages were predominated by lactic acid bacteria (LAB), and they exhibited good silage quality with significant increment in lactic acid, reductions in pH and water-soluble carbohydrates, low level of acetic acid and the absence of propionic and butyric acid. LAB consortia consisting of homolactic and heterolactic species were proposed to be the potential bacterial additives for sweet corn and Napier silage fermentation. Tax4fun functional prediction revealed metabolic pathways related to fermentation activities (bacterial division, carbohydrate transport and catabolism, and secondary metabolite production) were enriched in ensiled crops (p < 0.05). These results might suggest active transport and metabolism of plant carbohydrates into a usable form to sustain bacterial reproduction during silage fermentation, yielding metabolic products such as lactic acid. This research has provided a comprehensive understanding of bacterial communities before and after ensiling, which can be useful for desirable silage fermentation in Malaysia. Nature Publishing Group UK 2022-05-02 /pmc/articles/PMC9061801/ /pubmed/35501317 http://dx.doi.org/10.1038/s41598-022-08819-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Hisham, Minhalina Badrul Hashim, Amalia Mohd Mohd Hanafi, Nursyuhaida Abdul Rahman, Norafizah Abdul Mutalib, Nur Elina Tan, Chun Keat Nazli, Muhamad Hazim Mohd Yusoff, Nur Fatihah Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics |
title | Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics |
title_full | Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics |
title_fullStr | Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics |
title_full_unstemmed | Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics |
title_short | Bacterial communities associated with silage of different forage crops in Malaysian climate analysed using 16S amplicon metagenomics |
title_sort | bacterial communities associated with silage of different forage crops in malaysian climate analysed using 16s amplicon metagenomics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9061801/ https://www.ncbi.nlm.nih.gov/pubmed/35501317 http://dx.doi.org/10.1038/s41598-022-08819-4 |
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