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Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production
Milk fat is one of the most important economic traits in dairy animals. Yet, the biological machinery involved in milk fat synthesis remains poorly understood. In the present study, expression profiling of 45 genes involved in lipid biosynthesis and secretion was performed using a computational appr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5698600/ https://www.ncbi.nlm.nih.gov/pubmed/29250447 http://dx.doi.org/10.1155/2017/1910530 |
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author | Ganguly, Bhaskar Ambwani, Tanuj Kumar Rastogi, Sunil Kumar |
author_facet | Ganguly, Bhaskar Ambwani, Tanuj Kumar Rastogi, Sunil Kumar |
author_sort | Ganguly, Bhaskar |
collection | PubMed |
description | Milk fat is one of the most important economic traits in dairy animals. Yet, the biological machinery involved in milk fat synthesis remains poorly understood. In the present study, expression profiling of 45 genes involved in lipid biosynthesis and secretion was performed using a computational approach to identify those genes that are differentially expressed in mammary tissue. Transcript abundance was observed for genes associated with nine bioprocesses, namely, fatty acid import into cells, xenobiotic and cholesterol transport, acetate and fatty acid activation and intracellular transport, fatty acid synthesis and desaturation, triacylglycerol synthesis, sphingolipid synthesis, lipid droplet formation, ketone body utilization, and regulation of transcription in mammary, skin, and muscle tissue. Relative expression coefficient of the genes was derived based on the transcript abundance across the three tissue types to determine the genes that were preferentially expressed during lactation. 13 genes (ACSS1, ACSS2, ADFP, CD36, FABP3, FASN, GPAM, INSIG1, LPL, SCD5, SPTLC1, SREBF1, and XDH) showed higher expression in the mammary tissue of which 6 (ADFP, FASN, GPAM, LPL, SREBF1, and XDH) showed higher expression during adulthood. Further, interaction networks were mapped for these genes to determine the nature of interactions and to identify the major genes in the milk fat biosynthesis and secretion pathways. |
format | Online Article Text |
id | pubmed-5698600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-56986002017-12-17 Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production Ganguly, Bhaskar Ambwani, Tanuj Kumar Rastogi, Sunil Kumar Genet Res Int Research Article Milk fat is one of the most important economic traits in dairy animals. Yet, the biological machinery involved in milk fat synthesis remains poorly understood. In the present study, expression profiling of 45 genes involved in lipid biosynthesis and secretion was performed using a computational approach to identify those genes that are differentially expressed in mammary tissue. Transcript abundance was observed for genes associated with nine bioprocesses, namely, fatty acid import into cells, xenobiotic and cholesterol transport, acetate and fatty acid activation and intracellular transport, fatty acid synthesis and desaturation, triacylglycerol synthesis, sphingolipid synthesis, lipid droplet formation, ketone body utilization, and regulation of transcription in mammary, skin, and muscle tissue. Relative expression coefficient of the genes was derived based on the transcript abundance across the three tissue types to determine the genes that were preferentially expressed during lactation. 13 genes (ACSS1, ACSS2, ADFP, CD36, FABP3, FASN, GPAM, INSIG1, LPL, SCD5, SPTLC1, SREBF1, and XDH) showed higher expression in the mammary tissue of which 6 (ADFP, FASN, GPAM, LPL, SREBF1, and XDH) showed higher expression during adulthood. Further, interaction networks were mapped for these genes to determine the nature of interactions and to identify the major genes in the milk fat biosynthesis and secretion pathways. Hindawi 2017 2017-11-07 /pmc/articles/PMC5698600/ /pubmed/29250447 http://dx.doi.org/10.1155/2017/1910530 Text en Copyright © 2017 Bhaskar Ganguly et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ganguly, Bhaskar Ambwani, Tanuj Kumar Rastogi, Sunil Kumar Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production |
title | Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production |
title_full | Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production |
title_fullStr | Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production |
title_full_unstemmed | Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production |
title_short | Electronic Northern Analysis of Genes and Modeling of Gene Networks Underlying Bovine Milk Fat Production |
title_sort | electronic northern analysis of genes and modeling of gene networks underlying bovine milk fat production |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5698600/ https://www.ncbi.nlm.nih.gov/pubmed/29250447 http://dx.doi.org/10.1155/2017/1910530 |
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