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Genome-resolved metagenomics of sugarcane vinasse bacteria
BACKGROUND: The production of 1 L of ethanol from sugarcane generates up to 12 L of vinasse, which is a liquid waste containing an as-yet uncharacterized microbial assemblage. Most vinasse is destined for use as a fertilizer on the sugarcane fields because of the high organic and K content; however,...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5822648/ https://www.ncbi.nlm.nih.gov/pubmed/29483941 http://dx.doi.org/10.1186/s13068-018-1036-9 |
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author | Cassman, Noriko A. Lourenço, Késia S. do Carmo, Janaína B. Cantarella, Heitor Kuramae, Eiko E. |
author_facet | Cassman, Noriko A. Lourenço, Késia S. do Carmo, Janaína B. Cantarella, Heitor Kuramae, Eiko E. |
author_sort | Cassman, Noriko A. |
collection | PubMed |
description | BACKGROUND: The production of 1 L of ethanol from sugarcane generates up to 12 L of vinasse, which is a liquid waste containing an as-yet uncharacterized microbial assemblage. Most vinasse is destined for use as a fertilizer on the sugarcane fields because of the high organic and K content; however, increased N(2)O emissions have been observed when vinasse is co-applied with inorganic N fertilizers. Here we aimed to characterize the microbial assemblage of vinasse to determine the gene potential of vinasse microbes for contributing to negative environmental effects during fertirrigation and/or to the obstruction of bioethanol fermentation. RESULTS: We measured chemical characteristics and extracted total DNA from six vinasse batches taken over 1.5 years from a bioethanol and sugar mill in Sao Paulo State. The vinasse microbial assemblage was characterized by low alpha diversity with 5–15 species across the six vinasses. The core genus was Lactobacillus. The top six represented bacterial genera across the samples were Lactobacillus, Megasphaera and Mitsuokella (Phylum Firmicutes, 35–97% of sample reads); Arcobacter and Alcaligenes (Phylum Proteobacteria, 0–40%); Dysgonomonas (Phylum Bacteroidetes, 0–53%); and Bifidobacterium (Phylum Actinobacteria, 0–18%). Potential genes for denitrification but not nitrification were identified in the vinasse metagenomes, with putative nirK and nosZ genes the most represented. Binning resulted in 38 large bins with between 36.0 and 99.3% completeness, and five small mobile element bins. Of the large bins, 53% could be classified at the phylum level as Firmicutes, 15% as Proteobacteria, 13% as unknown phyla, 13% as Bacteroidetes and 6% as Actinobacteria. The large bins spanned a range of potential denitrifiers; moreover, the genetic repertoires of all the large bins included the presence of genes involved in acetate, CO(2), ethanol, H(2)O(2), and lactose metabolism; for many of the large bins, genes related to the metabolism of mannitol, xylose, butyric acid, cellulose, sucrose, “3-hydroxy” fatty acids and antibiotic resistance were present based on the annotations. In total, 21 vinasse bacterial draft genomes were submitted to the genome repository. CONCLUSIONS: Identification of the gene repertoires of vinasse bacteria and assemblages supported the idea that organic carbon and nitrogen present in vinasse together with microbiological variation of vinasse might lead to varying patterns of N(2)O emissions during fertirrigation. Furthermore, we uncovered draft genomes of novel strains of known bioethanol contaminants, as well as draft genomes unknown at the phylum level. This study will aid efforts to improve bioethanol production efficiency and sugarcane agriculture sustainability. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-018-1036-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5822648 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-58226482018-02-26 Genome-resolved metagenomics of sugarcane vinasse bacteria Cassman, Noriko A. Lourenço, Késia S. do Carmo, Janaína B. Cantarella, Heitor Kuramae, Eiko E. Biotechnol Biofuels Research BACKGROUND: The production of 1 L of ethanol from sugarcane generates up to 12 L of vinasse, which is a liquid waste containing an as-yet uncharacterized microbial assemblage. Most vinasse is destined for use as a fertilizer on the sugarcane fields because of the high organic and K content; however, increased N(2)O emissions have been observed when vinasse is co-applied with inorganic N fertilizers. Here we aimed to characterize the microbial assemblage of vinasse to determine the gene potential of vinasse microbes for contributing to negative environmental effects during fertirrigation and/or to the obstruction of bioethanol fermentation. RESULTS: We measured chemical characteristics and extracted total DNA from six vinasse batches taken over 1.5 years from a bioethanol and sugar mill in Sao Paulo State. The vinasse microbial assemblage was characterized by low alpha diversity with 5–15 species across the six vinasses. The core genus was Lactobacillus. The top six represented bacterial genera across the samples were Lactobacillus, Megasphaera and Mitsuokella (Phylum Firmicutes, 35–97% of sample reads); Arcobacter and Alcaligenes (Phylum Proteobacteria, 0–40%); Dysgonomonas (Phylum Bacteroidetes, 0–53%); and Bifidobacterium (Phylum Actinobacteria, 0–18%). Potential genes for denitrification but not nitrification were identified in the vinasse metagenomes, with putative nirK and nosZ genes the most represented. Binning resulted in 38 large bins with between 36.0 and 99.3% completeness, and five small mobile element bins. Of the large bins, 53% could be classified at the phylum level as Firmicutes, 15% as Proteobacteria, 13% as unknown phyla, 13% as Bacteroidetes and 6% as Actinobacteria. The large bins spanned a range of potential denitrifiers; moreover, the genetic repertoires of all the large bins included the presence of genes involved in acetate, CO(2), ethanol, H(2)O(2), and lactose metabolism; for many of the large bins, genes related to the metabolism of mannitol, xylose, butyric acid, cellulose, sucrose, “3-hydroxy” fatty acids and antibiotic resistance were present based on the annotations. In total, 21 vinasse bacterial draft genomes were submitted to the genome repository. CONCLUSIONS: Identification of the gene repertoires of vinasse bacteria and assemblages supported the idea that organic carbon and nitrogen present in vinasse together with microbiological variation of vinasse might lead to varying patterns of N(2)O emissions during fertirrigation. Furthermore, we uncovered draft genomes of novel strains of known bioethanol contaminants, as well as draft genomes unknown at the phylum level. This study will aid efforts to improve bioethanol production efficiency and sugarcane agriculture sustainability. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-018-1036-9) contains supplementary material, which is available to authorized users. BioMed Central 2018-02-22 /pmc/articles/PMC5822648/ /pubmed/29483941 http://dx.doi.org/10.1186/s13068-018-1036-9 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Cassman, Noriko A. Lourenço, Késia S. do Carmo, Janaína B. Cantarella, Heitor Kuramae, Eiko E. Genome-resolved metagenomics of sugarcane vinasse bacteria |
title | Genome-resolved metagenomics of sugarcane vinasse bacteria |
title_full | Genome-resolved metagenomics of sugarcane vinasse bacteria |
title_fullStr | Genome-resolved metagenomics of sugarcane vinasse bacteria |
title_full_unstemmed | Genome-resolved metagenomics of sugarcane vinasse bacteria |
title_short | Genome-resolved metagenomics of sugarcane vinasse bacteria |
title_sort | genome-resolved metagenomics of sugarcane vinasse bacteria |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5822648/ https://www.ncbi.nlm.nih.gov/pubmed/29483941 http://dx.doi.org/10.1186/s13068-018-1036-9 |
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