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Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken

Long noncoding RNAs (lncRNAs) regulate metabolic tissue development and function, including adipogenesis. However, little is known about the function and profile of lncRNAs in intramuscular preadipocyte differentiation in chicken. Here, we identified lncRNAs in chicken intramuscular preadipocytes at...

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Detalles Bibliográficos
Autores principales: Zhang, Tao, Zhang, Xiangqian, Han, Kunpeng, Zhang, Genxi, Wang, Jinyu, Xie, Kaizhou, Xue, Qian, Fan, Xiaomei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5310915/
https://www.ncbi.nlm.nih.gov/pubmed/28199418
http://dx.doi.org/10.1371/journal.pone.0172389
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author Zhang, Tao
Zhang, Xiangqian
Han, Kunpeng
Zhang, Genxi
Wang, Jinyu
Xie, Kaizhou
Xue, Qian
Fan, Xiaomei
author_facet Zhang, Tao
Zhang, Xiangqian
Han, Kunpeng
Zhang, Genxi
Wang, Jinyu
Xie, Kaizhou
Xue, Qian
Fan, Xiaomei
author_sort Zhang, Tao
collection PubMed
description Long noncoding RNAs (lncRNAs) regulate metabolic tissue development and function, including adipogenesis. However, little is known about the function and profile of lncRNAs in intramuscular preadipocyte differentiation in chicken. Here, we identified lncRNAs in chicken intramuscular preadipocytes at different differentiation stages using RNA sequencing. A total of 1,311,382,604 clean reads and 25,435 lncRNAs were obtained from 12 samples. In total, 7,433 differentially expressed genes (4,698 lncRNAs and 2,735 mRNAs) were identified by pairwise comparison. These 7,433 differentially expressed genes were grouped into 11 clusters based on their expression patterns by K-means clustering. Using Weighted Gene Coexpression Network Analysis, we identified four stage-specific modules positively related to I0, I2, I4, and I6 stages and two stage-specific modules negatively related to I0 and I2 stages, respectively. Many well-known and novel pathways associated with intramuscular preadipocyte differentiation were identified. We also identified hub genes in each stage-specific module and visualized them in Cytoscape. Our analysis revealed many highly-connected genes, including XLOC_058593, BMP3, MYOD1, and LAMP3. This study provides a valuable resource for chicken lncRNA study and improves our understanding of the biology of preadipocyte differentiation in chicken.
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spelling pubmed-53109152017-03-03 Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken Zhang, Tao Zhang, Xiangqian Han, Kunpeng Zhang, Genxi Wang, Jinyu Xie, Kaizhou Xue, Qian Fan, Xiaomei PLoS One Research Article Long noncoding RNAs (lncRNAs) regulate metabolic tissue development and function, including adipogenesis. However, little is known about the function and profile of lncRNAs in intramuscular preadipocyte differentiation in chicken. Here, we identified lncRNAs in chicken intramuscular preadipocytes at different differentiation stages using RNA sequencing. A total of 1,311,382,604 clean reads and 25,435 lncRNAs were obtained from 12 samples. In total, 7,433 differentially expressed genes (4,698 lncRNAs and 2,735 mRNAs) were identified by pairwise comparison. These 7,433 differentially expressed genes were grouped into 11 clusters based on their expression patterns by K-means clustering. Using Weighted Gene Coexpression Network Analysis, we identified four stage-specific modules positively related to I0, I2, I4, and I6 stages and two stage-specific modules negatively related to I0 and I2 stages, respectively. Many well-known and novel pathways associated with intramuscular preadipocyte differentiation were identified. We also identified hub genes in each stage-specific module and visualized them in Cytoscape. Our analysis revealed many highly-connected genes, including XLOC_058593, BMP3, MYOD1, and LAMP3. This study provides a valuable resource for chicken lncRNA study and improves our understanding of the biology of preadipocyte differentiation in chicken. Public Library of Science 2017-02-15 /pmc/articles/PMC5310915/ /pubmed/28199418 http://dx.doi.org/10.1371/journal.pone.0172389 Text en © 2017 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhang, Tao
Zhang, Xiangqian
Han, Kunpeng
Zhang, Genxi
Wang, Jinyu
Xie, Kaizhou
Xue, Qian
Fan, Xiaomei
Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken
title Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken
title_full Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken
title_fullStr Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken
title_full_unstemmed Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken
title_short Analysis of long noncoding RNA and mRNA using RNA sequencing during the differentiation of intramuscular preadipocytes in chicken
title_sort analysis of long noncoding rna and mrna using rna sequencing during the differentiation of intramuscular preadipocytes in chicken
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5310915/
https://www.ncbi.nlm.nih.gov/pubmed/28199418
http://dx.doi.org/10.1371/journal.pone.0172389
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