Metabolic and Transcriptomic Adaptation of Lactococcus lactis subsp. lactis Biovar diacetylactis in Response to Autoacidification and Temperature Downshift in Skim Milk
For the first time, a combined genome-wide transcriptome and metabolic analysis was performed with a dairy Lactococcus lactis subsp. lactis biovar diacetylactis strain under dynamic conditions similar to the conditions encountered during the cheese-making process. A culture was grown in skim milk in...
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description | For the first time, a combined genome-wide transcriptome and metabolic analysis was performed with a dairy Lactococcus lactis subsp. lactis biovar diacetylactis strain under dynamic conditions similar to the conditions encountered during the cheese-making process. A culture was grown in skim milk in an anaerobic environment without pH regulation and with a controlled temperature downshift. Fermentation kinetics, as well as central metabolism enzyme activities, were determined throughout the culture. Based on the enzymatic analysis, a type of glycolytic control was postulated, which was shared by most of the enzymes during the growth phase; in particular, the phosphofructokinase and some enzymes of the phosphoglycerate pathway during the postacidification phase were implicated. These conclusions were reinforced by whole-genome transcriptomic data. First, limited enzyme activities relative to the carbon flux were measured for most of the glycolytic enzymes; second, transcripts and enzyme activities exhibited similar changes during the culture; and third, genes involved in alternative metabolic pathways derived from some glycolytic metabolites were induced just upstream of the postulated glycolytic bottlenecks, as a consequence of accumulation of these metabolites. Other transcriptional responses to autoacidification and a decrease in temperature were induced at the end of the growth phase and were partially maintained during the stationary phase. If specific responses to acid and cold stresses were identified, this exhaustive analysis also enabled induction of unexpected pathways to be shown. |
doi_str_mv | 10.1128/AEM.71.12.8016-8023.2005 |
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A culture was grown in skim milk in an anaerobic environment without pH regulation and with a controlled temperature downshift. Fermentation kinetics, as well as central metabolism enzyme activities, were determined throughout the culture. Based on the enzymatic analysis, a type of glycolytic control was postulated, which was shared by most of the enzymes during the growth phase; in particular, the phosphofructokinase and some enzymes of the phosphoglycerate pathway during the postacidification phase were implicated. These conclusions were reinforced by whole-genome transcriptomic data. First, limited enzyme activities relative to the carbon flux were measured for most of the glycolytic enzymes; second, transcripts and enzyme activities exhibited similar changes during the culture; and third, genes involved in alternative metabolic pathways derived from some glycolytic metabolites were induced just upstream of the postulated glycolytic bottlenecks, as a consequence of accumulation of these metabolites. Other transcriptional responses to autoacidification and a decrease in temperature were induced at the end of the growth phase and were partially maintained during the stationary phase. If specific responses to acid and cold stresses were identified, this exhaustive analysis also enabled induction of unexpected pathways to be shown.</description><identifier>ISSN: 0099-2240</identifier><identifier>EISSN: 1098-5336</identifier><identifier>DOI: 10.1128/AEM.71.12.8016-8023.2005</identifier><identifier>PMID: 16332781</identifier><identifier>CODEN: AEMIDF</identifier><language>eng</language><publisher>Washington, DC: American Society for Microbiology</publisher><subject>abiotic stress ; Acclimatization ; acidification ; acidity ; Animals ; autoacidification ; Bacteria ; Biological and medical sciences ; biosynthesis ; cheese starters ; cheesemaking ; cold stress ; Dairy industry ; Enzymes ; Fermentation ; Food Microbiology ; Fundamental and applied biological sciences. Psychology ; gene expression ; Glycolysis ; Kinetics ; lactic acid ; lactic fermentation ; Lactococcus lactis ; Lactococcus lactis - genetics ; Lactococcus lactis - growth & development ; Lactococcus lactis - metabolism ; Lactococcus lactis subsp. lactis bv. diacetylactis ; messenger RNA ; Metabolism ; microbial physiology ; Microbiology ; Milk ; Milk - microbiology ; Nitrogen - metabolism ; Phosphofructokinases - genetics ; Phosphofructokinases - metabolism ; Phosphoglycerate Kinase - genetics ; Phosphoglycerate Kinase - metabolism ; RNA, Bacterial - genetics ; RNA, Bacterial - isolation & purification ; RNA, Messenger - genetics ; skim milk ; Temperature ; transcription (genetics) ; Transcription, Genetic</subject><ispartof>Applied and Environmental Microbiology, 2005-12, Vol.71 (12), p.8016-8023</ispartof><rights>2006 INIST-CNRS</rights><rights>Copyright American Society for Microbiology Dec 2005</rights><rights>Copyright © 2005, American Society for Microbiology 2005</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c557t-144edf306eafdd4b2a8d8df313f36bb6d5b1ffd86869c1c5db6e6b3df05e09e73</citedby><cites>FETCH-LOGICAL-c557t-144edf306eafdd4b2a8d8df313f36bb6d5b1ffd86869c1c5db6e6b3df05e09e73</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/PMC1317463/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC1317463/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,3175,3176,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=17317804$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/16332781$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Raynaud, Sandy</creatorcontrib><creatorcontrib>Perrin, Rémi</creatorcontrib><creatorcontrib>Cocaign-Bousquet, Muriel</creatorcontrib><creatorcontrib>Loubiere, Pascal</creatorcontrib><title>Metabolic and Transcriptomic Adaptation of Lactococcus lactis subsp. lactis Biovar diacetylactis in Response to Autoacidification and Temperature Downshift in Skim Milk</title><title>Applied and Environmental Microbiology</title><addtitle>Appl Environ Microbiol</addtitle><description>For the first time, a combined genome-wide transcriptome and metabolic analysis was performed with a dairy Lactococcus lactis subsp. lactis biovar diacetylactis strain under dynamic conditions similar to the conditions encountered during the cheese-making process. A culture was grown in skim milk in an anaerobic environment without pH regulation and with a controlled temperature downshift. Fermentation kinetics, as well as central metabolism enzyme activities, were determined throughout the culture. Based on the enzymatic analysis, a type of glycolytic control was postulated, which was shared by most of the enzymes during the growth phase; in particular, the phosphofructokinase and some enzymes of the phosphoglycerate pathway during the postacidification phase were implicated. These conclusions were reinforced by whole-genome transcriptomic data. First, limited enzyme activities relative to the carbon flux were measured for most of the glycolytic enzymes; second, transcripts and enzyme activities exhibited similar changes during the culture; and third, genes involved in alternative metabolic pathways derived from some glycolytic metabolites were induced just upstream of the postulated glycolytic bottlenecks, as a consequence of accumulation of these metabolites. Other transcriptional responses to autoacidification and a decrease in temperature were induced at the end of the growth phase and were partially maintained during the stationary phase. If specific responses to acid and cold stresses were identified, this exhaustive analysis also enabled induction of unexpected pathways to be shown.</description><subject>abiotic stress</subject><subject>Acclimatization</subject><subject>acidification</subject><subject>acidity</subject><subject>Animals</subject><subject>autoacidification</subject><subject>Bacteria</subject><subject>Biological and medical sciences</subject><subject>biosynthesis</subject><subject>cheese starters</subject><subject>cheesemaking</subject><subject>cold stress</subject><subject>Dairy industry</subject><subject>Enzymes</subject><subject>Fermentation</subject><subject>Food Microbiology</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>gene expression</subject><subject>Glycolysis</subject><subject>Kinetics</subject><subject>lactic acid</subject><subject>lactic fermentation</subject><subject>Lactococcus lactis</subject><subject>Lactococcus lactis - genetics</subject><subject>Lactococcus lactis - growth & development</subject><subject>Lactococcus lactis - metabolism</subject><subject>Lactococcus lactis subsp. lactis bv. diacetylactis</subject><subject>messenger RNA</subject><subject>Metabolism</subject><subject>microbial physiology</subject><subject>Microbiology</subject><subject>Milk</subject><subject>Milk - microbiology</subject><subject>Nitrogen - metabolism</subject><subject>Phosphofructokinases - genetics</subject><subject>Phosphofructokinases - metabolism</subject><subject>Phosphoglycerate Kinase - genetics</subject><subject>Phosphoglycerate Kinase - metabolism</subject><subject>RNA, Bacterial - genetics</subject><subject>RNA, Bacterial - isolation & purification</subject><subject>RNA, Messenger - genetics</subject><subject>skim milk</subject><subject>Temperature</subject><subject>transcription (genetics)</subject><subject>Transcription, Genetic</subject><issn>0099-2240</issn><issn>1098-5336</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkttu1DAQhiMEosvCK4CFBHcJPiSOc4O0lHKQdoVE22vL8WHXbRKnttOqb8Rj4rALW7jhyvb4m39m7D_LAIIFQpi9W51tihoVCBcMIpoziEmBIaweZQsEG5ZXhNDH2QLCpskxLuFJ9iyEKwhhCSl7mp0gSgiuGVpkPzY6itZ1VgIxKHDhxRCkt2N0fQqtlBijiNYNwBmwFjI66aScAujS3gYQpjaMxe_TB-tuhQfKCqnj_SFoB_Bdh9ENQYPowGqKTkirrLFyr_yrru5H7UWcvAYf3d0QdtbEOfX82vZgY7vr59kTI7qgXxzWZXb56ezi9Eu-_vb56-lqncuqqmOOylIrQyDVwihVtlgwxVIAEUNo21JVtcgYxSijjUSyUi3VtCXKwErDRtdkmb3f645T22sl9RC96PjobS_8PXfC8r9vBrvjW3fLEUF1md51mb09CHh3M-kQeW-D1F0nBu2mwCljNaoY_i-I069STOaWXv8DXrnJD-kVElM1VUNqlCC2h6R3IXht_rSMIJ9Nw5NpeI04wnw2DZ9Nw2fTpNSXD0c-Jh5ckoA3B0AEKTqTTCJtOHJ1Gp3B8tjozm53d9ZrLkLPhe4f1E3Qqz1khONi65PQ5TmGiEAEy5LWjPwE57fkfw</recordid><startdate>20051201</startdate><enddate>20051201</enddate><creator>Raynaud, Sandy</creator><creator>Perrin, Rémi</creator><creator>Cocaign-Bousquet, Muriel</creator><creator>Loubiere, Pascal</creator><general>American Society for Microbiology</general><scope>FBQ</scope><scope>IQODW</scope><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>7QL</scope><scope>7QO</scope><scope>7SN</scope><scope>7SS</scope><scope>7ST</scope><scope>7T7</scope><scope>7TM</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>SOI</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20051201</creationdate><title>Metabolic and Transcriptomic Adaptation of Lactococcus lactis subsp. lactis Biovar diacetylactis in Response to Autoacidification and Temperature Downshift in Skim Milk</title><author>Raynaud, Sandy ; Perrin, Rémi ; Cocaign-Bousquet, Muriel ; Loubiere, Pascal</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c557t-144edf306eafdd4b2a8d8df313f36bb6d5b1ffd86869c1c5db6e6b3df05e09e73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2005</creationdate><topic>abiotic stress</topic><topic>Acclimatization</topic><topic>acidification</topic><topic>acidity</topic><topic>Animals</topic><topic>autoacidification</topic><topic>Bacteria</topic><topic>Biological and medical sciences</topic><topic>biosynthesis</topic><topic>cheese starters</topic><topic>cheesemaking</topic><topic>cold stress</topic><topic>Dairy industry</topic><topic>Enzymes</topic><topic>Fermentation</topic><topic>Food Microbiology</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>gene expression</topic><topic>Glycolysis</topic><topic>Kinetics</topic><topic>lactic acid</topic><topic>lactic fermentation</topic><topic>Lactococcus lactis</topic><topic>Lactococcus lactis - genetics</topic><topic>Lactococcus lactis - growth & development</topic><topic>Lactococcus lactis - metabolism</topic><topic>Lactococcus lactis subsp. lactis bv. diacetylactis</topic><topic>messenger RNA</topic><topic>Metabolism</topic><topic>microbial physiology</topic><topic>Microbiology</topic><topic>Milk</topic><topic>Milk - microbiology</topic><topic>Nitrogen - metabolism</topic><topic>Phosphofructokinases - genetics</topic><topic>Phosphofructokinases - metabolism</topic><topic>Phosphoglycerate Kinase - genetics</topic><topic>Phosphoglycerate Kinase - metabolism</topic><topic>RNA, Bacterial - genetics</topic><topic>RNA, Bacterial - isolation & purification</topic><topic>RNA, Messenger - genetics</topic><topic>skim milk</topic><topic>Temperature</topic><topic>transcription (genetics)</topic><topic>Transcription, Genetic</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Raynaud, Sandy</creatorcontrib><creatorcontrib>Perrin, Rémi</creatorcontrib><creatorcontrib>Cocaign-Bousquet, Muriel</creatorcontrib><creatorcontrib>Loubiere, Pascal</creatorcontrib><collection>AGRIS</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Applied and Environmental Microbiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Raynaud, Sandy</au><au>Perrin, Rémi</au><au>Cocaign-Bousquet, Muriel</au><au>Loubiere, Pascal</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolic and Transcriptomic Adaptation of Lactococcus lactis subsp. lactis Biovar diacetylactis in Response to Autoacidification and Temperature Downshift in Skim Milk</atitle><jtitle>Applied and Environmental Microbiology</jtitle><addtitle>Appl Environ Microbiol</addtitle><date>2005-12-01</date><risdate>2005</risdate><volume>71</volume><issue>12</issue><spage>8016</spage><epage>8023</epage><pages>8016-8023</pages><issn>0099-2240</issn><eissn>1098-5336</eissn><coden>AEMIDF</coden><abstract>For the first time, a combined genome-wide transcriptome and metabolic analysis was performed with a dairy Lactococcus lactis subsp. lactis biovar diacetylactis strain under dynamic conditions similar to the conditions encountered during the cheese-making process. A culture was grown in skim milk in an anaerobic environment without pH regulation and with a controlled temperature downshift. Fermentation kinetics, as well as central metabolism enzyme activities, were determined throughout the culture. Based on the enzymatic analysis, a type of glycolytic control was postulated, which was shared by most of the enzymes during the growth phase; in particular, the phosphofructokinase and some enzymes of the phosphoglycerate pathway during the postacidification phase were implicated. These conclusions were reinforced by whole-genome transcriptomic data. First, limited enzyme activities relative to the carbon flux were measured for most of the glycolytic enzymes; second, transcripts and enzyme activities exhibited similar changes during the culture; and third, genes involved in alternative metabolic pathways derived from some glycolytic metabolites were induced just upstream of the postulated glycolytic bottlenecks, as a consequence of accumulation of these metabolites. Other transcriptional responses to autoacidification and a decrease in temperature were induced at the end of the growth phase and were partially maintained during the stationary phase. If specific responses to acid and cold stresses were identified, this exhaustive analysis also enabled induction of unexpected pathways to be shown.</abstract><cop>Washington, DC</cop><pub>American Society for Microbiology</pub><pmid>16332781</pmid><doi>10.1128/AEM.71.12.8016-8023.2005</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | abiotic stress Acclimatization acidification acidity Animals autoacidification Bacteria Biological and medical sciences biosynthesis cheese starters cheesemaking cold stress Dairy industry Enzymes Fermentation Food Microbiology Fundamental and applied biological sciences. Psychology gene expression Glycolysis Kinetics lactic acid lactic fermentation Lactococcus lactis Lactococcus lactis - genetics Lactococcus lactis - growth & development Lactococcus lactis - metabolism Lactococcus lactis subsp. lactis bv. diacetylactis messenger RNA Metabolism microbial physiology Microbiology Milk Milk - microbiology Nitrogen - metabolism Phosphofructokinases - genetics Phosphofructokinases - metabolism Phosphoglycerate Kinase - genetics Phosphoglycerate Kinase - metabolism RNA, Bacterial - genetics RNA, Bacterial - isolation & purification RNA, Messenger - genetics skim milk Temperature transcription (genetics) Transcription, Genetic |
title | Metabolic and Transcriptomic Adaptation of Lactococcus lactis subsp. lactis Biovar diacetylactis in Response to Autoacidification and Temperature Downshift in Skim Milk |
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