Gene expression in bovine rumen epithelium during weaning identifies molecular regulators of rumen development and growth
During weaning, epithelial cell function in the rumen transitions in response to conversion from a pre-ruminant to a true ruminant environment to ensure efficient nutrient absorption and metabolism. To identify gene networks affected by weaning in bovine rumen, Holstein bull calves were fed commerci...
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description | During weaning, epithelial cell function in the rumen transitions in response to conversion from a pre-ruminant to a true ruminant environment to ensure efficient nutrient absorption and metabolism. To identify gene networks affected by weaning in bovine rumen, Holstein bull calves were fed commercial milk replacer only (MRO) until 42 days of age, then were provided diets of either milk + orchardgrass hay (MH) or milk + grain-based calf starter (MG). Rumen epithelial RNA was extracted from calves sacrificed at four time points: day 14 (
n
= 3) and day 42 (
n
= 3) of age while fed the MRO diet and day 56 (
n
= 3/diet) and day 70 (
n
= 3/diet) while fed the MH and MG diets for transcript profiling by microarray hybridization. Five two-group comparisons were made using Permutation Analysis of Differential Expression® to identify differentially expressed genes over time and developmental stage between days 14 and 42 within the MRO diet, between day 42 on the MRO diet and day 56 on the MG or MH diets, and between the MG and MH diets at days 56 and 70. Ingenuity Pathway Analysis (IPA) of differentially expressed genes during weaning indicated the top 5 gene networks involving molecules participating in lipid metabolism, cell morphology and death, cellular growth and proliferation, molecular transport, and the cell cycle. Putative genes functioning in the establishment of the rumen microbial population and associated rumen epithelial inflammation during weaning were identified. Activation of transcription factor PPAR-α was identified by IPA software as an important regulator of molecular changes in rumen epithelium that function in papillary development and fatty acid oxidation during the transition from pre-rumination to rumination. Thus, molecular markers of rumen development and gene networks regulating differentiation and growth of rumen epithelium were identified for selecting targets and methods for improving and assessing rumen development and function, particularly in the growing calf. |
doi_str_mv | 10.1007/s10142-012-0308-x |
format | Article |
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n
= 3) and day 42 (
n
= 3) of age while fed the MRO diet and day 56 (
n
= 3/diet) and day 70 (
n
= 3/diet) while fed the MH and MG diets for transcript profiling by microarray hybridization. Five two-group comparisons were made using Permutation Analysis of Differential Expression® to identify differentially expressed genes over time and developmental stage between days 14 and 42 within the MRO diet, between day 42 on the MRO diet and day 56 on the MG or MH diets, and between the MG and MH diets at days 56 and 70. Ingenuity Pathway Analysis (IPA) of differentially expressed genes during weaning indicated the top 5 gene networks involving molecules participating in lipid metabolism, cell morphology and death, cellular growth and proliferation, molecular transport, and the cell cycle. Putative genes functioning in the establishment of the rumen microbial population and associated rumen epithelial inflammation during weaning were identified. Activation of transcription factor PPAR-α was identified by IPA software as an important regulator of molecular changes in rumen epithelium that function in papillary development and fatty acid oxidation during the transition from pre-rumination to rumination. Thus, molecular markers of rumen development and gene networks regulating differentiation and growth of rumen epithelium were identified for selecting targets and methods for improving and assessing rumen development and function, particularly in the growing calf.</description><identifier>ISSN: 1438-793X</identifier><identifier>EISSN: 1438-7948</identifier><identifier>DOI: 10.1007/s10142-012-0308-x</identifier><identifier>PMID: 23314861</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer-Verlag</publisher><subject>Age ; Animal Genetics and Genomics ; Animals ; Animals, Inbred Strains ; Biochemistry ; Bioinformatics ; Biomedical and Life Sciences ; Cattle ; Cattle - genetics ; Cattle - growth & development ; Cattle - metabolism ; Cell Biology ; Computer programs ; Developmental stages ; Diet ; Diets ; Differentiation ; DNA microarrays ; Epithelial cells ; Epithelium ; Fatty acids ; Gastric Mucosa - growth & development ; Gastric Mucosa - metabolism ; Gene expression ; Gene Expression Regulation, Developmental ; Gene Regulatory Networks ; Genomics ; Hay ; Life Sciences ; Lipid metabolism ; Lipid Metabolism - genetics ; Metagenome - genetics ; Microbial Genetics and Genomics ; Milk ; Molecular biology ; Nutrients ; Original Paper ; Oxidation ; Plant Genetics and Genomics ; PPAR alpha - genetics ; PPAR alpha - metabolism ; Rumen ; Rumen - growth & development ; Rumen - metabolism ; Rumen - physiology ; Ruminantia ; software ; Transcription factors ; Transcription, Genetic ; Weaning</subject><ispartof>Functional & integrative genomics, 2013-03, Vol.13 (1), p.133-142</ispartof><rights>Springer-Verlag Berlin Heidelberg (outside the USA) 2013</rights><rights>Springer-Verlag Berlin Heidelberg 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c471t-af0d0c3187ec274b5e8e841f31f2ab083b9499fcbcbb6ff7089baf19ac4398183</citedby><cites>FETCH-LOGICAL-c471t-af0d0c3187ec274b5e8e841f31f2ab083b9499fcbcbb6ff7089baf19ac4398183</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10142-012-0308-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10142-012-0308-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27923,27924,41487,42556,51318</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23314861$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Connor, Erin E.</creatorcontrib><creatorcontrib>Baldwin, Ransom L.</creatorcontrib><creatorcontrib>Li, Cong-jun</creatorcontrib><creatorcontrib>Li, Robert W.</creatorcontrib><creatorcontrib>Chung, Hoyoung</creatorcontrib><title>Gene expression in bovine rumen epithelium during weaning identifies molecular regulators of rumen development and growth</title><title>Functional & integrative genomics</title><addtitle>Funct Integr Genomics</addtitle><addtitle>Funct Integr Genomics</addtitle><description>During weaning, epithelial cell function in the rumen transitions in response to conversion from a pre-ruminant to a true ruminant environment to ensure efficient nutrient absorption and metabolism. To identify gene networks affected by weaning in bovine rumen, Holstein bull calves were fed commercial milk replacer only (MRO) until 42 days of age, then were provided diets of either milk + orchardgrass hay (MH) or milk + grain-based calf starter (MG). Rumen epithelial RNA was extracted from calves sacrificed at four time points: day 14 (
n
= 3) and day 42 (
n
= 3) of age while fed the MRO diet and day 56 (
n
= 3/diet) and day 70 (
n
= 3/diet) while fed the MH and MG diets for transcript profiling by microarray hybridization. Five two-group comparisons were made using Permutation Analysis of Differential Expression® to identify differentially expressed genes over time and developmental stage between days 14 and 42 within the MRO diet, between day 42 on the MRO diet and day 56 on the MG or MH diets, and between the MG and MH diets at days 56 and 70. Ingenuity Pathway Analysis (IPA) of differentially expressed genes during weaning indicated the top 5 gene networks involving molecules participating in lipid metabolism, cell morphology and death, cellular growth and proliferation, molecular transport, and the cell cycle. Putative genes functioning in the establishment of the rumen microbial population and associated rumen epithelial inflammation during weaning were identified. Activation of transcription factor PPAR-α was identified by IPA software as an important regulator of molecular changes in rumen epithelium that function in papillary development and fatty acid oxidation during the transition from pre-rumination to rumination. Thus, molecular markers of rumen development and gene networks regulating differentiation and growth of rumen epithelium were identified for selecting targets and methods for improving and assessing rumen development and function, particularly in the growing calf.</description><subject>Age</subject><subject>Animal Genetics and Genomics</subject><subject>Animals</subject><subject>Animals, Inbred Strains</subject><subject>Biochemistry</subject><subject>Bioinformatics</subject><subject>Biomedical and Life Sciences</subject><subject>Cattle</subject><subject>Cattle - genetics</subject><subject>Cattle - growth & development</subject><subject>Cattle - metabolism</subject><subject>Cell Biology</subject><subject>Computer programs</subject><subject>Developmental stages</subject><subject>Diet</subject><subject>Diets</subject><subject>Differentiation</subject><subject>DNA microarrays</subject><subject>Epithelial cells</subject><subject>Epithelium</subject><subject>Fatty acids</subject><subject>Gastric Mucosa - growth & development</subject><subject>Gastric Mucosa - metabolism</subject><subject>Gene expression</subject><subject>Gene Expression Regulation, Developmental</subject><subject>Gene Regulatory Networks</subject><subject>Genomics</subject><subject>Hay</subject><subject>Life Sciences</subject><subject>Lipid metabolism</subject><subject>Lipid Metabolism - genetics</subject><subject>Metagenome - genetics</subject><subject>Microbial Genetics and Genomics</subject><subject>Milk</subject><subject>Molecular biology</subject><subject>Nutrients</subject><subject>Original Paper</subject><subject>Oxidation</subject><subject>Plant Genetics and Genomics</subject><subject>PPAR alpha - genetics</subject><subject>PPAR alpha - metabolism</subject><subject>Rumen</subject><subject>Rumen - growth & development</subject><subject>Rumen - metabolism</subject><subject>Rumen - physiology</subject><subject>Ruminantia</subject><subject>software</subject><subject>Transcription factors</subject><subject>Transcription, Genetic</subject><subject>Weaning</subject><issn>1438-793X</issn><issn>1438-7948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqNkcFqFTEUhoMotlYfwI0E3LiZmjPJ3EmWUmoVCt200F3IZE5uU2aSMZlpb9--Ge61iCC4CP8hfOcP4SPkI7BTYKz9moGBqCsG5XAmq90rcgyCy6pVQr5-mfntEXmX8z1jrGGKvyVHNecg5AaOydMFBqS4mxLm7GOgPtAuPvhymZYRA8XJz3c4-GWk_ZJ82NJHNGFN32OYvfOY6RgHtMtgEk24LTnHlGl0h4oeH3CIUxlnakJPtyk-znfvyRtnhowfDnlCbr6fX5_9qC6vLn6efbusrGhhroxjPbMcZIu2bkXXoEQpwHFwtemY5J0SSjnb2a7bONcyqTrjQBkruJIg-Qn5su-dUvy1YJ716LPFYTAB45I18JpLYKpm_4GCglY2G17Qz3-h93FJoXxkpaRkzaZpCwV7yqaYc0Knp-RHk540ML0q1HuFuijUq0K9KzufDs1LN2L_svHbWQHqPZCn1QemP57-Z-szaIWpRg</recordid><startdate>20130301</startdate><enddate>20130301</enddate><creator>Connor, Erin E.</creator><creator>Baldwin, Ransom L.</creator><creator>Li, Cong-jun</creator><creator>Li, Robert W.</creator><creator>Chung, Hoyoung</creator><general>Springer-Verlag</general><general>Springer Nature B.V</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>3V.</scope><scope>7TM</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>M7P</scope><scope>MBDVC</scope><scope>P64</scope><scope>PADUT</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>20130301</creationdate><title>Gene expression in bovine rumen epithelium during weaning identifies molecular regulators of rumen development and growth</title><author>Connor, Erin E. ; Baldwin, Ransom L. ; Li, Cong-jun ; Li, Robert W. ; Chung, Hoyoung</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c471t-af0d0c3187ec274b5e8e841f31f2ab083b9499fcbcbb6ff7089baf19ac4398183</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Age</topic><topic>Animal Genetics and Genomics</topic><topic>Animals</topic><topic>Animals, Inbred Strains</topic><topic>Biochemistry</topic><topic>Bioinformatics</topic><topic>Biomedical and Life Sciences</topic><topic>Cattle</topic><topic>Cattle - genetics</topic><topic>Cattle - growth & development</topic><topic>Cattle - metabolism</topic><topic>Cell Biology</topic><topic>Computer programs</topic><topic>Developmental stages</topic><topic>Diet</topic><topic>Diets</topic><topic>Differentiation</topic><topic>DNA microarrays</topic><topic>Epithelial cells</topic><topic>Epithelium</topic><topic>Fatty acids</topic><topic>Gastric Mucosa - growth & development</topic><topic>Gastric Mucosa - metabolism</topic><topic>Gene expression</topic><topic>Gene Expression Regulation, Developmental</topic><topic>Gene Regulatory Networks</topic><topic>Genomics</topic><topic>Hay</topic><topic>Life Sciences</topic><topic>Lipid metabolism</topic><topic>Lipid Metabolism - genetics</topic><topic>Metagenome - genetics</topic><topic>Microbial Genetics and Genomics</topic><topic>Milk</topic><topic>Molecular biology</topic><topic>Nutrients</topic><topic>Original Paper</topic><topic>Oxidation</topic><topic>Plant Genetics and Genomics</topic><topic>PPAR alpha - genetics</topic><topic>PPAR alpha - metabolism</topic><topic>Rumen</topic><topic>Rumen - growth & development</topic><topic>Rumen - metabolism</topic><topic>Rumen - physiology</topic><topic>Ruminantia</topic><topic>software</topic><topic>Transcription factors</topic><topic>Transcription, Genetic</topic><topic>Weaning</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Connor, Erin E.</creatorcontrib><creatorcontrib>Baldwin, Ransom L.</creatorcontrib><creatorcontrib>Li, Cong-jun</creatorcontrib><creatorcontrib>Li, Robert W.</creatorcontrib><creatorcontrib>Chung, Hoyoung</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nucleic Acids Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Research Library China</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Functional & integrative genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Connor, Erin E.</au><au>Baldwin, Ransom L.</au><au>Li, Cong-jun</au><au>Li, Robert W.</au><au>Chung, Hoyoung</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gene expression in bovine rumen epithelium during weaning identifies molecular regulators of rumen development and growth</atitle><jtitle>Functional & integrative genomics</jtitle><stitle>Funct Integr Genomics</stitle><addtitle>Funct Integr Genomics</addtitle><date>2013-03-01</date><risdate>2013</risdate><volume>13</volume><issue>1</issue><spage>133</spage><epage>142</epage><pages>133-142</pages><issn>1438-793X</issn><eissn>1438-7948</eissn><abstract>During weaning, epithelial cell function in the rumen transitions in response to conversion from a pre-ruminant to a true ruminant environment to ensure efficient nutrient absorption and metabolism. To identify gene networks affected by weaning in bovine rumen, Holstein bull calves were fed commercial milk replacer only (MRO) until 42 days of age, then were provided diets of either milk + orchardgrass hay (MH) or milk + grain-based calf starter (MG). Rumen epithelial RNA was extracted from calves sacrificed at four time points: day 14 (
n
= 3) and day 42 (
n
= 3) of age while fed the MRO diet and day 56 (
n
= 3/diet) and day 70 (
n
= 3/diet) while fed the MH and MG diets for transcript profiling by microarray hybridization. Five two-group comparisons were made using Permutation Analysis of Differential Expression® to identify differentially expressed genes over time and developmental stage between days 14 and 42 within the MRO diet, between day 42 on the MRO diet and day 56 on the MG or MH diets, and between the MG and MH diets at days 56 and 70. Ingenuity Pathway Analysis (IPA) of differentially expressed genes during weaning indicated the top 5 gene networks involving molecules participating in lipid metabolism, cell morphology and death, cellular growth and proliferation, molecular transport, and the cell cycle. Putative genes functioning in the establishment of the rumen microbial population and associated rumen epithelial inflammation during weaning were identified. Activation of transcription factor PPAR-α was identified by IPA software as an important regulator of molecular changes in rumen epithelium that function in papillary development and fatty acid oxidation during the transition from pre-rumination to rumination. Thus, molecular markers of rumen development and gene networks regulating differentiation and growth of rumen epithelium were identified for selecting targets and methods for improving and assessing rumen development and function, particularly in the growing calf.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer-Verlag</pub><pmid>23314861</pmid><doi>10.1007/s10142-012-0308-x</doi><tpages>10</tpages></addata></record> |
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subjects | Age Animal Genetics and Genomics Animals Animals, Inbred Strains Biochemistry Bioinformatics Biomedical and Life Sciences Cattle Cattle - genetics Cattle - growth & development Cattle - metabolism Cell Biology Computer programs Developmental stages Diet Diets Differentiation DNA microarrays Epithelial cells Epithelium Fatty acids Gastric Mucosa - growth & development Gastric Mucosa - metabolism Gene expression Gene Expression Regulation, Developmental Gene Regulatory Networks Genomics Hay Life Sciences Lipid metabolism Lipid Metabolism - genetics Metagenome - genetics Microbial Genetics and Genomics Milk Molecular biology Nutrients Original Paper Oxidation Plant Genetics and Genomics PPAR alpha - genetics PPAR alpha - metabolism Rumen Rumen - growth & development Rumen - metabolism Rumen - physiology Ruminantia software Transcription factors Transcription, Genetic Weaning |
title | Gene expression in bovine rumen epithelium during weaning identifies molecular regulators of rumen development and growth |
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