<HashMap><database>biostudies-other</database><scores/><additional><omics_type>Unknown</omics_type><volume>114</volume><submitter>Tjerko Kamminga</submitter><journal>Biotechnology and bioengineering</journal><pagination>2339-2347</pagination><species>Mycoplasma hyopneumoniae</species><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/MODEL1704250001</full_dataset_link><repository>biostudies-other</repository><additional_accession>28600895</additional_accession><pubmed_authors>Tjerko Kamminga</pubmed_authors></additional><is_claimable>false</is_claimable><name>Kamminga2017 - Metabolic model of Mycoplasma hyopneumoniae growth</name><description>&lt;notes xmlns="http://www.sbml.org/sbml/level2">      &lt;body xmlns="http://www.w3.org/1999/xhtml">        &lt;div class="dc:title">Kamminga2017 - Metabolic model of Mycoplasma hyopneumoniae growth&lt;/div>        &lt;div class="dc:bibliographicCitation">          &lt;p>This model is described in the article:&lt;/p>          &lt;div class="bibo:title">            &lt;a href="http://identifiers.org/pubmed/28600895" title="Access to this publication">Metabolic modeling of energy    balances in Mycoplasma hyopneumoniae shows that pyruvate    addition increases growth rate.&lt;/a>          &lt;/div>          &lt;div class="bibo:authorList">Kamminga T, Slagman SJ, Bijlsma JJE,  Martins Dos Santos VAP, Suarez-Diez M, Schaap PJ.&lt;/div>          &lt;div class="bibo:Journal">Biotechnol. Bioeng. 2017 Jun; :&lt;/div>          &lt;p>Abstract:&lt;/p>          &lt;div class="bibo:abstract">            &lt;p>Mycoplasma hyopneumoniae is cultured on large-scale to    produce antigen for inactivated whole-cell vaccines against    respiratory disease in pigs. However, the fastidious nutrient    requirements of this minimal bacterium and the low growth rate    make it challenging to reach sufficient biomass yield for    antigen production. In this study, we sequenced the genome of    M. hyopneumoniae strain 11 and constructed a high quality    constraint-based genome-scale metabolic model of 284 chemical    reactions and 298 metabolites. We validated the model with    time-series data of duplicate fermentation cultures to aim for    an integrated model describing the dynamic profiles measured in    fermentations. The model predicted that 84% of cellular energy    in a standard M. hyopneumoniae cultivation was used for    non-growth associated maintenance and only 16% of cellular    energy was used for growth and growth associated maintenance.    Following a cycle of model-driven experimentation in dedicated    fermentation experiments, we were able to increase the fraction    of cellular energy used for growth through pyruvate addition to    the medium. This increase in turn led to an increase in growth    rate and a 2.3 times increase in the total biomass    concentration reached after 3-4 days of fermentation, enhancing    the productivity of the overall process. The model presented    provides a solid basis to understand and further improve M.    hyopneumoniae fermentation processes. Biotechnol. Bioeng.    2017;9999: 1-9. © 2017 Wiley Periodicals, Inc.&lt;/p>          &lt;/div>        &lt;/div>        &lt;div class="dc:publisher">          &lt;p>This model is hosted on   &lt;a href="http://www.ebi.ac.uk/biomodels/">BioModels Database&lt;/a>  and identified by:   &lt;a href="http://identifiers.org/biomodels.db/MODEL1704250001">MODEL1704250001&lt;/a>.&lt;/p>        &lt;p>To cite BioModels Database, please use:   &lt;a href="http://identifiers.org/pubmed/20587024" title="Latest BioModels Database publication">BioModels Database:  An enhanced, curated and annotated resource for published  quantitative kinetic models&lt;/a>.&lt;/p>    &lt;/div>    &lt;div class="dc:license">      &lt;p>To the extent possible under law, all copyright and related or  neighbouring rights to this encoded model have been dedicated to  the public domain worldwide. Please refer to   &lt;a href="http://creativecommons.org/publicdomain/zero/1.0/" title="Access to: CC0 1.0 Universal (CC0 1.0), Public Domain Dedication">CC0  Public Domain Dedication&lt;/a> for more information.&lt;/p>  &lt;/div>&lt;/body>&lt;/notes></description><dates><release>2017-04-25T00:00:00Z</release><modification>2025-07-14T17:54:40.495Z</modification><creation>2025-03-30T22:40:10.971Z</creation></dates><accession>MODEL1704250001</accession><cross_references><sbo>SBO:0000624</sbo><pubmed>28600895</pubmed><taxonomy>2099</taxonomy><unknown>null</unknown></cross_references></HashMap>