Adaptation and transcriptome analysis of Aureobasidium pullulans in corncob hydrolysate for increased inhibitor tolerance to malic acid production
Malic acid is a dicarboxylic acid widely used in the food industry, and is also a potential C4 platform chemical. Corncob is a low-cost renewable feedstock from agricultural industry. However, side-reaction products (furfural, 5-hydroxymethylfurfural (HMF), formic acid, and acetic acid) that severel...
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description | Malic acid is a dicarboxylic acid widely used in the food industry, and is also a potential C4 platform chemical. Corncob is a low-cost renewable feedstock from agricultural industry. However, side-reaction products (furfural, 5-hydroxymethylfurfural (HMF), formic acid, and acetic acid) that severely hinder fermentation are formed during corncob pretreatment. The process for producing malic acid from a hydrolysate of corncob was investigated with a polymalic acid (PMA)-producing Aureobasidium pullulans strain. Under the optimal hydrolysate sugar concentration 110 g/L, A. pullulans was further adapted in an aerobic fibrous bed bioreactor (AFBB) by gradually increasing the sugar concentration of hydrolysate. After nine batches of fermentation, the production and productivity of malic acid reached 38.6 g/L and 0.4 g/L h, respectively, which was higher than that in the first batch (27.6 g/L and 0.29 g/L h, respectively). The adapted strain could grow under the stress of 0.5 g/L furfural, 3 g/L HMF, 2g/L acetic acid, and 0.5 g/L formic acid, whereas the wild type did not. Transcriptome analysis revealed that the differentially expressed genes were related to carbohydrate transport and metabolism, lipid transport and metabolism, signal transduction mechanism, redox metabolism, and energy production and conversion under 0.5 g/L furfural and 3 g/L HMF stress conditions. In total, 42 genes in the adapted strain were upregulated by 15-fold or more, and qRT-PCR also confirmed that the expression levels of key genes (i.e. SIR, GSS, CYS, and GSR) involved in sulfur assimilation pathway were upregulated by over 10-fold in adapted strain for cellular protection against oxidative stress. |
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Corncob is a low-cost renewable feedstock from agricultural industry. However, side-reaction products (furfural, 5-hydroxymethylfurfural (HMF), formic acid, and acetic acid) that severely hinder fermentation are formed during corncob pretreatment. The process for producing malic acid from a hydrolysate of corncob was investigated with a polymalic acid (PMA)-producing Aureobasidium pullulans strain. Under the optimal hydrolysate sugar concentration 110 g/L, A. pullulans was further adapted in an aerobic fibrous bed bioreactor (AFBB) by gradually increasing the sugar concentration of hydrolysate. After nine batches of fermentation, the production and productivity of malic acid reached 38.6 g/L and 0.4 g/L h, respectively, which was higher than that in the first batch (27.6 g/L and 0.29 g/L h, respectively). The adapted strain could grow under the stress of 0.5 g/L furfural, 3 g/L HMF, 2g/L acetic acid, and 0.5 g/L formic acid, whereas the wild type did not. Transcriptome analysis revealed that the differentially expressed genes were related to carbohydrate transport and metabolism, lipid transport and metabolism, signal transduction mechanism, redox metabolism, and energy production and conversion under 0.5 g/L furfural and 3 g/L HMF stress conditions. In total, 42 genes in the adapted strain were upregulated by 15-fold or more, and qRT-PCR also confirmed that the expression levels of key genes (i.e. SIR, GSS, CYS, and GSR) involved in sulfur assimilation pathway were upregulated by over 10-fold in adapted strain for cellular protection against oxidative stress.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0121416</identifier><identifier>PMID: 25793624</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acetic acid ; Acid production ; Acids ; Adaptation ; Adaptation, Physiological - drug effects ; Adaptation, Physiological - genetics ; Agricultural economics ; Agricultural industry ; Agrochemicals ; Aliphatic acids ; Ascomycota - genetics ; Ascomycota - growth & development ; Ascomycota - physiology ; Ascomycota - ultrastructure ; Aureobasidium pullulans ; Batch Cell Culture Techniques ; Biodiesel fuels ; Bioreactors ; Bioreactors - microbiology ; Carbohydrate metabolism ; Carbohydrates ; Carbohydrates - analysis ; Clostridium ; Dicarboxylic acids ; E coli ; Energy metabolism ; Engineering research ; Escherichia coli ; Fermentation ; Fermentation - drug effects ; Food industry ; Food processing industry ; Formic acid ; Furaldehyde - analogs & derivatives ; Furaldehyde - pharmacology ; Furfural ; Gene expression ; Gene Expression Profiling - methods ; Gene Expression Regulation, Fungal - drug effects ; Gene Ontology ; Genes ; Genomics ; Hydrolysis ; Hydroxymethylfurfural ; Laboratories ; Lipid metabolism ; Malates - metabolism ; Malic acid ; Metabolism ; Nitrogen - pharmacology ; Organic acids ; Oxidative stress ; Pharmaceutical sciences ; Polymalic acid ; Propionibacterium acidipropionici ; Reaction products ; Saccharomyces cerevisiae ; Strain ; Stress, Physiological - drug effects ; Stress, Physiological - genetics ; Sugar ; Sulfur ; Transduction ; Transport ; Yeast ; Zea mays - metabolism</subject><ispartof>PloS one, 2015-03, Vol.10 (3), p.e0121416</ispartof><rights>COPYRIGHT 2015 Public Library of Science</rights><rights>2015 Zou et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2015 Zou et al 2015 Zou et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-715be6334d4969443d9b7ad17a73f26ea5e2a268afbd60ab1410ed71ba0cac413</citedby><cites>FETCH-LOGICAL-c692t-715be6334d4969443d9b7ad17a73f26ea5e2a268afbd60ab1410ed71ba0cac413</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4368199/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4368199/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,2103,2929,23870,27928,27929,53795,53797</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25793624$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Kim, Kyoung Heon</contributor><creatorcontrib>Zou, Xiang</creatorcontrib><creatorcontrib>Wang, Yongkang</creatorcontrib><creatorcontrib>Tu, Guangwei</creatorcontrib><creatorcontrib>Zan, Zhanquan</creatorcontrib><creatorcontrib>Wu, Xiaoyan</creatorcontrib><title>Adaptation and transcriptome analysis of Aureobasidium pullulans in corncob hydrolysate for increased inhibitor tolerance to malic acid production</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Malic acid is a dicarboxylic acid widely used in the food industry, and is also a potential C4 platform chemical. Corncob is a low-cost renewable feedstock from agricultural industry. However, side-reaction products (furfural, 5-hydroxymethylfurfural (HMF), formic acid, and acetic acid) that severely hinder fermentation are formed during corncob pretreatment. The process for producing malic acid from a hydrolysate of corncob was investigated with a polymalic acid (PMA)-producing Aureobasidium pullulans strain. Under the optimal hydrolysate sugar concentration 110 g/L, A. pullulans was further adapted in an aerobic fibrous bed bioreactor (AFBB) by gradually increasing the sugar concentration of hydrolysate. After nine batches of fermentation, the production and productivity of malic acid reached 38.6 g/L and 0.4 g/L h, respectively, which was higher than that in the first batch (27.6 g/L and 0.29 g/L h, respectively). The adapted strain could grow under the stress of 0.5 g/L furfural, 3 g/L HMF, 2g/L acetic acid, and 0.5 g/L formic acid, whereas the wild type did not. Transcriptome analysis revealed that the differentially expressed genes were related to carbohydrate transport and metabolism, lipid transport and metabolism, signal transduction mechanism, redox metabolism, and energy production and conversion under 0.5 g/L furfural and 3 g/L HMF stress conditions. In total, 42 genes in the adapted strain were upregulated by 15-fold or more, and qRT-PCR also confirmed that the expression levels of key genes (i.e. SIR, GSS, CYS, and GSR) involved in sulfur assimilation pathway were upregulated by over 10-fold in adapted strain for cellular protection against oxidative stress.</description><subject>Acetic acid</subject><subject>Acid production</subject><subject>Acids</subject><subject>Adaptation</subject><subject>Adaptation, Physiological - drug effects</subject><subject>Adaptation, Physiological - genetics</subject><subject>Agricultural economics</subject><subject>Agricultural industry</subject><subject>Agrochemicals</subject><subject>Aliphatic acids</subject><subject>Ascomycota - genetics</subject><subject>Ascomycota - growth & development</subject><subject>Ascomycota - physiology</subject><subject>Ascomycota - ultrastructure</subject><subject>Aureobasidium pullulans</subject><subject>Batch Cell Culture Techniques</subject><subject>Biodiesel fuels</subject><subject>Bioreactors</subject><subject>Bioreactors - microbiology</subject><subject>Carbohydrate metabolism</subject><subject>Carbohydrates</subject><subject>Carbohydrates - analysis</subject><subject>Clostridium</subject><subject>Dicarboxylic acids</subject><subject>E coli</subject><subject>Energy metabolism</subject><subject>Engineering research</subject><subject>Escherichia coli</subject><subject>Fermentation</subject><subject>Fermentation - drug effects</subject><subject>Food industry</subject><subject>Food processing industry</subject><subject>Formic acid</subject><subject>Furaldehyde - analogs & derivatives</subject><subject>Furaldehyde - pharmacology</subject><subject>Furfural</subject><subject>Gene expression</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Regulation, Fungal - drug effects</subject><subject>Gene Ontology</subject><subject>Genes</subject><subject>Genomics</subject><subject>Hydrolysis</subject><subject>Hydroxymethylfurfural</subject><subject>Laboratories</subject><subject>Lipid metabolism</subject><subject>Malates - metabolism</subject><subject>Malic acid</subject><subject>Metabolism</subject><subject>Nitrogen - pharmacology</subject><subject>Organic acids</subject><subject>Oxidative stress</subject><subject>Pharmaceutical sciences</subject><subject>Polymalic acid</subject><subject>Propionibacterium acidipropionici</subject><subject>Reaction products</subject><subject>Saccharomyces cerevisiae</subject><subject>Strain</subject><subject>Stress, Physiological - drug effects</subject><subject>Stress, Physiological - genetics</subject><subject>Sugar</subject><subject>Sulfur</subject><subject>Transduction</subject><subject>Transport</subject><subject>Yeast</subject><subject>Zea mays - metabolism</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNk22L1DAQx4so3rn6DUQLguCLXZsmmzZvDpbDh4WDA5_ehmkedrOkTU1Scb-Gn9jU7R1bUJBCOkx-_5nhTybLnqNihXCF3h7c4Duwq951alWgEhFEH2SXiOFyScsCPzyLL7InIRyKYo1rSh9nF-W6YpiW5DL7tZHQR4jGdTl0Mo8euiC86aNrVcqAPQYTcqfzzeCVayAYaYY27wdrB5vY3HS5cL4Trsn3R-ldEkBUuXY-XQmvICiZor1pTEy56KxKPYRKUd6CNSIHYWTeeycHMc7xNHukwQb1bPovsq_v3325_ri8uf2wvd7cLAVlZVxWaN0oijGRhFFGCJasqUCiCiqsS6pgrUooaQ26kbSAJvlTKFmhBgoBgiC8yF6e6vbWBT7ZGTiilDBckHQssu2JkA4OvPemBX_kDgz_k3B-x8FHI6ziDLOSslpIaDDRNWEMaalrrGsoSl2M3a6mbkPTKilUl6y2s6Lzm87s-c794ATTGrFxmFdTAe--DyrEf4w8UTtIU5lOu1RMtCYIviElrteMoJFa_YVKn1StEelBaZPyM8GbmSAxUf2MOxhC4NvPn_6fvf02Z1-fsXsFNu6Ds8P4DsIcJCdQeBeCV_reOVTwcR_u3ODjPvBpH5Lsxbnr96K7BcC_AXozCck</recordid><startdate>20150320</startdate><enddate>20150320</enddate><creator>Zou, Xiang</creator><creator>Wang, Yongkang</creator><creator>Tu, Guangwei</creator><creator>Zan, Zhanquan</creator><creator>Wu, Xiaoyan</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20150320</creationdate><title>Adaptation and transcriptome analysis of Aureobasidium pullulans in corncob hydrolysate for increased inhibitor tolerance to malic acid production</title><author>Zou, Xiang ; Wang, Yongkang ; Tu, Guangwei ; Zan, Zhanquan ; Wu, Xiaoyan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-715be6334d4969443d9b7ad17a73f26ea5e2a268afbd60ab1410ed71ba0cac413</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Acetic acid</topic><topic>Acid production</topic><topic>Acids</topic><topic>Adaptation</topic><topic>Adaptation, Physiological - drug effects</topic><topic>Adaptation, Physiological - genetics</topic><topic>Agricultural economics</topic><topic>Agricultural industry</topic><topic>Agrochemicals</topic><topic>Aliphatic acids</topic><topic>Ascomycota - genetics</topic><topic>Ascomycota - growth & development</topic><topic>Ascomycota - physiology</topic><topic>Ascomycota - ultrastructure</topic><topic>Aureobasidium pullulans</topic><topic>Batch Cell Culture Techniques</topic><topic>Biodiesel fuels</topic><topic>Bioreactors</topic><topic>Bioreactors - microbiology</topic><topic>Carbohydrate metabolism</topic><topic>Carbohydrates</topic><topic>Carbohydrates - analysis</topic><topic>Clostridium</topic><topic>Dicarboxylic acids</topic><topic>E coli</topic><topic>Energy metabolism</topic><topic>Engineering research</topic><topic>Escherichia coli</topic><topic>Fermentation</topic><topic>Fermentation - drug effects</topic><topic>Food industry</topic><topic>Food processing industry</topic><topic>Formic acid</topic><topic>Furaldehyde - 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Corncob is a low-cost renewable feedstock from agricultural industry. However, side-reaction products (furfural, 5-hydroxymethylfurfural (HMF), formic acid, and acetic acid) that severely hinder fermentation are formed during corncob pretreatment. The process for producing malic acid from a hydrolysate of corncob was investigated with a polymalic acid (PMA)-producing Aureobasidium pullulans strain. Under the optimal hydrolysate sugar concentration 110 g/L, A. pullulans was further adapted in an aerobic fibrous bed bioreactor (AFBB) by gradually increasing the sugar concentration of hydrolysate. After nine batches of fermentation, the production and productivity of malic acid reached 38.6 g/L and 0.4 g/L h, respectively, which was higher than that in the first batch (27.6 g/L and 0.29 g/L h, respectively). The adapted strain could grow under the stress of 0.5 g/L furfural, 3 g/L HMF, 2g/L acetic acid, and 0.5 g/L formic acid, whereas the wild type did not. Transcriptome analysis revealed that the differentially expressed genes were related to carbohydrate transport and metabolism, lipid transport and metabolism, signal transduction mechanism, redox metabolism, and energy production and conversion under 0.5 g/L furfural and 3 g/L HMF stress conditions. In total, 42 genes in the adapted strain were upregulated by 15-fold or more, and qRT-PCR also confirmed that the expression levels of key genes (i.e. SIR, GSS, CYS, and GSR) involved in sulfur assimilation pathway were upregulated by over 10-fold in adapted strain for cellular protection against oxidative stress.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>25793624</pmid><doi>10.1371/journal.pone.0121416</doi><oa>free_for_read</oa></addata></record> |
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issn | 1932-6203 1932-6203 |
language | eng |
recordid | cdi_plos_journals_1664930449 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Public Library of Science (PLoS) Journals Open Access; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Acetic acid Acid production Acids Adaptation Adaptation, Physiological - drug effects Adaptation, Physiological - genetics Agricultural economics Agricultural industry Agrochemicals Aliphatic acids Ascomycota - genetics Ascomycota - growth & development Ascomycota - physiology Ascomycota - ultrastructure Aureobasidium pullulans Batch Cell Culture Techniques Biodiesel fuels Bioreactors Bioreactors - microbiology Carbohydrate metabolism Carbohydrates Carbohydrates - analysis Clostridium Dicarboxylic acids E coli Energy metabolism Engineering research Escherichia coli Fermentation Fermentation - drug effects Food industry Food processing industry Formic acid Furaldehyde - analogs & derivatives Furaldehyde - pharmacology Furfural Gene expression Gene Expression Profiling - methods Gene Expression Regulation, Fungal - drug effects Gene Ontology Genes Genomics Hydrolysis Hydroxymethylfurfural Laboratories Lipid metabolism Malates - metabolism Malic acid Metabolism Nitrogen - pharmacology Organic acids Oxidative stress Pharmaceutical sciences Polymalic acid Propionibacterium acidipropionici Reaction products Saccharomyces cerevisiae Strain Stress, Physiological - drug effects Stress, Physiological - genetics Sugar Sulfur Transduction Transport Yeast Zea mays - metabolism |
title | Adaptation and transcriptome analysis of Aureobasidium pullulans in corncob hydrolysate for increased inhibitor tolerance to malic acid production |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-17T06%3A59%3A14IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Adaptation%20and%20transcriptome%20analysis%20of%20Aureobasidium%20pullulans%20in%20corncob%20hydrolysate%20for%20increased%20inhibitor%20tolerance%20to%20malic%20acid%20production&rft.jtitle=PloS%20one&rft.au=Zou,%20Xiang&rft.date=2015-03-20&rft.volume=10&rft.issue=3&rft.spage=e0121416&rft.pages=e0121416-&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0121416&rft_dat=%3Cgale_plos_%3EA423859419%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1664930449&rft_id=info:pmid/25793624&rft_galeid=A423859419&rft_doaj_id=oai_doaj_org_article_9392698cdab34f84991fdf83f8a02f01&rfr_iscdi=true |