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Ozcan, Emrah; Seven, Merve; Sirin, Burcu; Cakir, Tunahan; Nikerel, Emrah; Teusink, Bas; Toksoy Oner, Ebru
<?xml version='1.0' encoding='utf-8'?> <resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd"> <identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/10867</identifier> <creators> <creator> <creatorName>Ozcan, Emrah</creatorName> <givenName>Emrah</givenName> <familyName>Ozcan</familyName> </creator> <creator> <creatorName>Seven, Merve</creatorName> <givenName>Merve</givenName> <familyName>Seven</familyName> <affiliation>Yeditepe Univ, Genet & Bioengn Dept, Istanbul, Turkey</affiliation> </creator> <creator> <creatorName>Sirin, Burcu</creatorName> <givenName>Burcu</givenName> <familyName>Sirin</familyName> <affiliation>Yeditepe Univ, Genet & Bioengn Dept, Istanbul, Turkey</affiliation> </creator> <creator> <creatorName>Cakir, Tunahan</creatorName> <givenName>Tunahan</givenName> <familyName>Cakir</familyName> <affiliation>Gebze Tech Univ, Dept Bioengn, Gebze, Turkey</affiliation> </creator> <creator> <creatorName>Nikerel, Emrah</creatorName> <givenName>Emrah</givenName> <familyName>Nikerel</familyName> <affiliation>Yeditepe Univ, Genet & Bioengn Dept, Istanbul, Turkey</affiliation> </creator> <creator> <creatorName>Teusink, Bas</creatorName> <givenName>Bas</givenName> <familyName>Teusink</familyName> <affiliation>Vrije Univ Amsterdam, Amsterdam Inst Mol & Life Sci AIMMS, Syst Biol, Amsterdam, Netherlands</affiliation> </creator> <creator> <creatorName>Toksoy Oner, Ebru</creatorName> <givenName>Ebru</givenName> <familyName>Toksoy Oner</familyName> <affiliation>Marmara Univ, IBSB, Dept Bioengn, Istanbul, Turkey</affiliation> </creator> </creators> <titles> <title>Dynamic Co-Culture Metabolic Models Reveal The Fermentation Dynamics, Metabolic Capacities And Interplays Of Cheese Starter Cultures</title> </titles> <publisher>Aperta</publisher> <publicationYear>2021</publicationYear> <dates> <date dateType="Issued">2021-01-01</date> </dates> <resourceType resourceTypeGeneral="Text">Journal article</resourceType> <alternateIdentifiers> <alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/10867</alternateIdentifier> </alternateIdentifiers> <relatedIdentifiers> <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.1002/bit.27565</relatedIdentifier> </relatedIdentifiers> <rightsList> <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights> <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights> </rightsList> <descriptions> <description descriptionType="Abstract">In this study, we have investigated the cheese starter culture as a microbial community through a question: can the metabolic behaviour of a co-culture be explained by the characterized individual organism that constituted the co-culture? To address this question, the dairy-origin lactic acid bacteriaLactococcus lactissubsp.cremoris,Lactococcus lactissubsp.lactis,Streptococcus thermophilus andLeuconostoc mesenteroides, commonly used in cheese starter cultures, were grown in pure and four different co-cultures. We used a dynamic metabolic modelling approach based on the integration of the genome-scale metabolic networks of the involved organisms to simulate the co-cultures. The strain-specific kinetic parameters of dynamic models were estimated using the pure culture experiments and they were subsequently applied to co-culture models. Biomass, carbon source, lactic acid and most of the amino acid concentration profiles simulated by the co-culture models fit closely to the experimental results and the co-culture models explained the mechanisms behind the dynamic microbial abundance. We then applied the co-culture models to estimate further information on the co-cultures that could not be obtained by the experimental method used. This includes estimation of the profile of various metabolites in the co-culture medium such as flavour compounds produced and the individual organism level metabolic exchange flux profiles, which revealed the potential metabolic interactions between organisms in the co-cultures.</description> </descriptions> </resource>
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