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Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics
BACKGROUND: Clostridium (Ruminiclostridium) thermocellum is a model fermentative anaerobic thermophile being studied and engineered for consolidated bioprocessing of lignocellulosic feedstocks into fuels and chemicals. Engineering efforts have resulted in significant improvements in ethanol yields a...
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/PMC5887222/ https://www.ncbi.nlm.nih.gov/pubmed/29632556 http://dx.doi.org/10.1186/s13068-018-1095-y |
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author | Whitham, Jason M. Moon, Ji-Won Rodriguez, Miguel Engle, Nancy L. Klingeman, Dawn M. Rydzak, Thomas Abel, Malaney M. Tschaplinski, Timothy J. Guss, Adam M. Brown, Steven D. |
author_facet | Whitham, Jason M. Moon, Ji-Won Rodriguez, Miguel Engle, Nancy L. Klingeman, Dawn M. Rydzak, Thomas Abel, Malaney M. Tschaplinski, Timothy J. Guss, Adam M. Brown, Steven D. |
author_sort | Whitham, Jason M. |
collection | PubMed |
description | BACKGROUND: Clostridium (Ruminiclostridium) thermocellum is a model fermentative anaerobic thermophile being studied and engineered for consolidated bioprocessing of lignocellulosic feedstocks into fuels and chemicals. Engineering efforts have resulted in significant improvements in ethanol yields and titers although further advances are required to make the bacterium industry-ready. For instance, fermentations at lower pH could enable co-culturing with microbes that have lower pH optima, augment productivity, and reduce buffering cost. C. thermocellum is typically grown at neutral pH, and little is known about its pH limits or pH homeostasis mechanisms. To better understand C. thermocellum pH homeostasis we grew strain LL1210 (C. thermocellum DSM1313 Δhpt ΔhydG Δldh Δpfl Δpta-ack), currently the highest ethanol producing strain of C. thermocellum, at different pH values in chemostat culture and applied systems biology tools. RESULTS: Clostridium thermocellum LL1210 was found to be growth-limited below pH 6.24 at a dilution rate of 0.1 h(−1). F(1)F(0)-ATPase gene expression was upregulated while many ATP-utilizing enzymes and pathways were downregulated at pH 6.24. These included most flagella biosynthesis genes, genes for chemotaxis, and other motility-related genes (> 50) as well as sulfate transport and reduction, nitrate transport and nitrogen fixation, and fatty acid biosynthesis genes. Clustering and enrichment of differentially expressed genes at pH values 6.48, pH 6.24 and pH 6.12 (washout conditions) compared to pH 6.98 showed inverse differential expression patterns between the F(1)F(0)-ATPase and genes for other ATP-utilizing enzymes. At and below pH 6.24, amino acids including glutamate and valine; long-chain fatty acids, their iso-counterparts and glycerol conjugates; glycolysis intermediates 3-phosphoglycerate, glucose 6-phosphate, and glucose accumulated intracellularly. Glutamate was 267 times more abundant in cells at pH 6.24 compared to pH 6.98, and intercellular concentration reached 1.8 μmol/g pellet at pH 5.80 (stopped flow). CONCLUSIONS: Clostridium thermocellum LL1210 can grow under slightly acidic conditions, similar to limits reported for other strains. This foundational study provides a detailed characterization of a relatively acid-intolerant bacterium and provides genetic targets for strain improvement. Future studies should examine adding gene functions used by more acid-tolerant bacteria for improved pH homeostasis at acidic pH values. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-018-1095-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5887222 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-58872222018-04-09 Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics Whitham, Jason M. Moon, Ji-Won Rodriguez, Miguel Engle, Nancy L. Klingeman, Dawn M. Rydzak, Thomas Abel, Malaney M. Tschaplinski, Timothy J. Guss, Adam M. Brown, Steven D. Biotechnol Biofuels Research BACKGROUND: Clostridium (Ruminiclostridium) thermocellum is a model fermentative anaerobic thermophile being studied and engineered for consolidated bioprocessing of lignocellulosic feedstocks into fuels and chemicals. Engineering efforts have resulted in significant improvements in ethanol yields and titers although further advances are required to make the bacterium industry-ready. For instance, fermentations at lower pH could enable co-culturing with microbes that have lower pH optima, augment productivity, and reduce buffering cost. C. thermocellum is typically grown at neutral pH, and little is known about its pH limits or pH homeostasis mechanisms. To better understand C. thermocellum pH homeostasis we grew strain LL1210 (C. thermocellum DSM1313 Δhpt ΔhydG Δldh Δpfl Δpta-ack), currently the highest ethanol producing strain of C. thermocellum, at different pH values in chemostat culture and applied systems biology tools. RESULTS: Clostridium thermocellum LL1210 was found to be growth-limited below pH 6.24 at a dilution rate of 0.1 h(−1). F(1)F(0)-ATPase gene expression was upregulated while many ATP-utilizing enzymes and pathways were downregulated at pH 6.24. These included most flagella biosynthesis genes, genes for chemotaxis, and other motility-related genes (> 50) as well as sulfate transport and reduction, nitrate transport and nitrogen fixation, and fatty acid biosynthesis genes. Clustering and enrichment of differentially expressed genes at pH values 6.48, pH 6.24 and pH 6.12 (washout conditions) compared to pH 6.98 showed inverse differential expression patterns between the F(1)F(0)-ATPase and genes for other ATP-utilizing enzymes. At and below pH 6.24, amino acids including glutamate and valine; long-chain fatty acids, their iso-counterparts and glycerol conjugates; glycolysis intermediates 3-phosphoglycerate, glucose 6-phosphate, and glucose accumulated intracellularly. Glutamate was 267 times more abundant in cells at pH 6.24 compared to pH 6.98, and intercellular concentration reached 1.8 μmol/g pellet at pH 5.80 (stopped flow). CONCLUSIONS: Clostridium thermocellum LL1210 can grow under slightly acidic conditions, similar to limits reported for other strains. This foundational study provides a detailed characterization of a relatively acid-intolerant bacterium and provides genetic targets for strain improvement. Future studies should examine adding gene functions used by more acid-tolerant bacteria for improved pH homeostasis at acidic pH values. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-018-1095-y) contains supplementary material, which is available to authorized users. BioMed Central 2018-04-05 /pmc/articles/PMC5887222/ /pubmed/29632556 http://dx.doi.org/10.1186/s13068-018-1095-y 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 Whitham, Jason M. Moon, Ji-Won Rodriguez, Miguel Engle, Nancy L. Klingeman, Dawn M. Rydzak, Thomas Abel, Malaney M. Tschaplinski, Timothy J. Guss, Adam M. Brown, Steven D. Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics |
title | Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics |
title_full | Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics |
title_fullStr | Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics |
title_full_unstemmed | Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics |
title_short | Clostridium thermocellum LL1210 pH homeostasis mechanisms informed by transcriptomics and metabolomics |
title_sort | clostridium thermocellum ll1210 ph homeostasis mechanisms informed by transcriptomics and metabolomics |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5887222/ https://www.ncbi.nlm.nih.gov/pubmed/29632556 http://dx.doi.org/10.1186/s13068-018-1095-y |
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