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A dynamic, mechanistic model of metabolism in adipose tissue of lactating dairy cattle
Research in dairy cattle biology has resulted in a large body of knowledge on nutrition and metabolism in support of milk production and efficiency. This quantitative knowledge has been compiled in several model systems to balance and evaluate rations and predict requirements. There are also systems...
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Published in: | Journal of dairy science 2016-07, Vol.99 (7), p.5649-5661 |
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container_title | Journal of dairy science |
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creator | McNamara, J.P. Huber, K. Kenéz, A. |
description | Research in dairy cattle biology has resulted in a large body of knowledge on nutrition and metabolism in support of milk production and efficiency. This quantitative knowledge has been compiled in several model systems to balance and evaluate rations and predict requirements. There are also systems models for metabolism and reproduction in the cow that can be used to support research programs. Adipose tissue plays a significant role in the success and efficiency of lactation, and recent research has resulted in several data sets on genomic differences and changes in gene transcription of adipose tissue in dairy cattle. To fully use this knowledge, we need to build and expand mechanistic, dynamic models that integrate control of metabolism and production. Therefore, we constructed a second-generation dynamic, mechanistic model of adipose tissue metabolism of dairy cattle. The model describes the biochemical interconversions of glucose, acetate, β-hydroxybutyrate (BHB), glycerol, C16 fatty acids, and triacylglycerols. Data gathered from our own research and published references were used to set equation forms and parameter values. Acetate, glucose, BHB, and fatty acids are taken up from blood. The fatty acids are activated to the acyl coenzyme A moieties. Enzymatically catalyzed reactions are explicitly described with parameters including maximal velocity and substrate sensitivity. The control of enzyme activity is partially carried out by insulin and norepinephrine, portraying control in the cow. Model behavior was adequate, with sensitive responses to changing substrates and hormones. Increased nutrient uptake and increased insulin stimulate triacylglycerol synthesis, whereas a reduction in nutrient availability or increase in norepinephrine increases triacylglycerol hydrolysis and free fatty acid release to blood. This model can form a basis for more sophisticated integration of existing knowledge and future studies on metabolic efficiency of dairy cattle. |
doi_str_mv | 10.3168/jds.2015-9585 |
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This quantitative knowledge has been compiled in several model systems to balance and evaluate rations and predict requirements. There are also systems models for metabolism and reproduction in the cow that can be used to support research programs. Adipose tissue plays a significant role in the success and efficiency of lactation, and recent research has resulted in several data sets on genomic differences and changes in gene transcription of adipose tissue in dairy cattle. To fully use this knowledge, we need to build and expand mechanistic, dynamic models that integrate control of metabolism and production. Therefore, we constructed a second-generation dynamic, mechanistic model of adipose tissue metabolism of dairy cattle. The model describes the biochemical interconversions of glucose, acetate, β-hydroxybutyrate (BHB), glycerol, C16 fatty acids, and triacylglycerols. Data gathered from our own research and published references were used to set equation forms and parameter values. Acetate, glucose, BHB, and fatty acids are taken up from blood. The fatty acids are activated to the acyl coenzyme A moieties. Enzymatically catalyzed reactions are explicitly described with parameters including maximal velocity and substrate sensitivity. The control of enzyme activity is partially carried out by insulin and norepinephrine, portraying control in the cow. Model behavior was adequate, with sensitive responses to changing substrates and hormones. Increased nutrient uptake and increased insulin stimulate triacylglycerol synthesis, whereas a reduction in nutrient availability or increase in norepinephrine increases triacylglycerol hydrolysis and free fatty acid release to blood. This model can form a basis for more sophisticated integration of existing knowledge and future studies on metabolic efficiency of dairy cattle.</description><identifier>ISSN: 0022-0302</identifier><identifier>EISSN: 1525-3198</identifier><identifier>DOI: 10.3168/jds.2015-9585</identifier><identifier>PMID: 27179864</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>3-Hydroxybutyric Acid - blood ; adipose ; Adipose Tissue - metabolism ; Animals ; Cattle ; Diet - veterinary ; Energy Metabolism ; Fatty Acids, Nonesterified - blood ; Female ; lactation ; Lactation - metabolism ; mechanistic model ; metabolism ; Milk</subject><ispartof>Journal of dairy science, 2016-07, Vol.99 (7), p.5649-5661</ispartof><rights>2016 American Dairy Science Association</rights><rights>Copyright © 2016 American Dairy Science Association. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c380t-e66d76a2ca3b86fd652289ed76bd59a5f977896e24291e68812437df800632a63</citedby><cites>FETCH-LOGICAL-c380t-e66d76a2ca3b86fd652289ed76bd59a5f977896e24291e68812437df800632a63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022030216302430$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27179864$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>McNamara, J.P.</creatorcontrib><creatorcontrib>Huber, K.</creatorcontrib><creatorcontrib>Kenéz, A.</creatorcontrib><title>A dynamic, mechanistic model of metabolism in adipose tissue of lactating dairy cattle</title><title>Journal of dairy science</title><addtitle>J Dairy Sci</addtitle><description>Research in dairy cattle biology has resulted in a large body of knowledge on nutrition and metabolism in support of milk production and efficiency. This quantitative knowledge has been compiled in several model systems to balance and evaluate rations and predict requirements. There are also systems models for metabolism and reproduction in the cow that can be used to support research programs. Adipose tissue plays a significant role in the success and efficiency of lactation, and recent research has resulted in several data sets on genomic differences and changes in gene transcription of adipose tissue in dairy cattle. To fully use this knowledge, we need to build and expand mechanistic, dynamic models that integrate control of metabolism and production. Therefore, we constructed a second-generation dynamic, mechanistic model of adipose tissue metabolism of dairy cattle. The model describes the biochemical interconversions of glucose, acetate, β-hydroxybutyrate (BHB), glycerol, C16 fatty acids, and triacylglycerols. Data gathered from our own research and published references were used to set equation forms and parameter values. Acetate, glucose, BHB, and fatty acids are taken up from blood. The fatty acids are activated to the acyl coenzyme A moieties. Enzymatically catalyzed reactions are explicitly described with parameters including maximal velocity and substrate sensitivity. The control of enzyme activity is partially carried out by insulin and norepinephrine, portraying control in the cow. Model behavior was adequate, with sensitive responses to changing substrates and hormones. Increased nutrient uptake and increased insulin stimulate triacylglycerol synthesis, whereas a reduction in nutrient availability or increase in norepinephrine increases triacylglycerol hydrolysis and free fatty acid release to blood. This model can form a basis for more sophisticated integration of existing knowledge and future studies on metabolic efficiency of dairy cattle.</description><subject>3-Hydroxybutyric Acid - blood</subject><subject>adipose</subject><subject>Adipose Tissue - metabolism</subject><subject>Animals</subject><subject>Cattle</subject><subject>Diet - veterinary</subject><subject>Energy Metabolism</subject><subject>Fatty Acids, Nonesterified - blood</subject><subject>Female</subject><subject>lactation</subject><subject>Lactation - metabolism</subject><subject>mechanistic model</subject><subject>metabolism</subject><subject>Milk</subject><issn>0022-0302</issn><issn>1525-3198</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNp1kEtLAzEURoMotlaXbiVLF07No3nMsogvKLhRtyFN7mjKPOokI_Tfm6HVnavL_e7hg3sQuqRkzqnUtxsf54xQUZRCiyM0pYKJgtNSH6MpIYwVhBM2QWcxbvJKGRGnaMIUVaWWiyl6X2K_a20T3A1uwH3aNsQUHG46DzXuqhwmu-7qEBscWmx92HYRcAoxDjDea-uSTaH9wN6GfoedTamGc3RS2TrCxWHO0NvD_evdU7F6eXy-W64KxzVJBUjplbTMWb7WsvJSMKZLyNnai9KKqlRKlxLYgpUUpNaULbjylSZEcmYln6Hrfe-2774GiMk0ITqoa9tCN0ST31RaKq5ERos96vouxh4qs-1DY_udocSMKk1WaUaVZlSZ-atD9bBuwP_Rv-4yoPYA5Ae_A_QmugCtAx96cMn4LvxT_QOQi4FB</recordid><startdate>201607</startdate><enddate>201607</enddate><creator>McNamara, J.P.</creator><creator>Huber, K.</creator><creator>Kenéz, A.</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</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>7X8</scope></search><sort><creationdate>201607</creationdate><title>A dynamic, mechanistic model of metabolism in adipose tissue of lactating dairy cattle</title><author>McNamara, J.P. ; Huber, K. ; Kenéz, A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c380t-e66d76a2ca3b86fd652289ed76bd59a5f977896e24291e68812437df800632a63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>3-Hydroxybutyric Acid - blood</topic><topic>adipose</topic><topic>Adipose Tissue - metabolism</topic><topic>Animals</topic><topic>Cattle</topic><topic>Diet - veterinary</topic><topic>Energy Metabolism</topic><topic>Fatty Acids, Nonesterified - blood</topic><topic>Female</topic><topic>lactation</topic><topic>Lactation - metabolism</topic><topic>mechanistic model</topic><topic>metabolism</topic><topic>Milk</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>McNamara, J.P.</creatorcontrib><creatorcontrib>Huber, K.</creatorcontrib><creatorcontrib>Kenéz, A.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of dairy science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>McNamara, J.P.</au><au>Huber, K.</au><au>Kenéz, A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A dynamic, mechanistic model of metabolism in adipose tissue of lactating dairy cattle</atitle><jtitle>Journal of dairy science</jtitle><addtitle>J Dairy Sci</addtitle><date>2016-07</date><risdate>2016</risdate><volume>99</volume><issue>7</issue><spage>5649</spage><epage>5661</epage><pages>5649-5661</pages><issn>0022-0302</issn><eissn>1525-3198</eissn><abstract>Research in dairy cattle biology has resulted in a large body of knowledge on nutrition and metabolism in support of milk production and efficiency. This quantitative knowledge has been compiled in several model systems to balance and evaluate rations and predict requirements. There are also systems models for metabolism and reproduction in the cow that can be used to support research programs. Adipose tissue plays a significant role in the success and efficiency of lactation, and recent research has resulted in several data sets on genomic differences and changes in gene transcription of adipose tissue in dairy cattle. To fully use this knowledge, we need to build and expand mechanistic, dynamic models that integrate control of metabolism and production. Therefore, we constructed a second-generation dynamic, mechanistic model of adipose tissue metabolism of dairy cattle. The model describes the biochemical interconversions of glucose, acetate, β-hydroxybutyrate (BHB), glycerol, C16 fatty acids, and triacylglycerols. Data gathered from our own research and published references were used to set equation forms and parameter values. Acetate, glucose, BHB, and fatty acids are taken up from blood. The fatty acids are activated to the acyl coenzyme A moieties. Enzymatically catalyzed reactions are explicitly described with parameters including maximal velocity and substrate sensitivity. The control of enzyme activity is partially carried out by insulin and norepinephrine, portraying control in the cow. Model behavior was adequate, with sensitive responses to changing substrates and hormones. Increased nutrient uptake and increased insulin stimulate triacylglycerol synthesis, whereas a reduction in nutrient availability or increase in norepinephrine increases triacylglycerol hydrolysis and free fatty acid release to blood. 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subjects | 3-Hydroxybutyric Acid - blood adipose Adipose Tissue - metabolism Animals Cattle Diet - veterinary Energy Metabolism Fatty Acids, Nonesterified - blood Female lactation Lactation - metabolism mechanistic model metabolism Milk |
title | A dynamic, mechanistic model of metabolism in adipose tissue of lactating dairy cattle |
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