Cargando…
Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers
Puberty is a whole‐body event, driven by the hypothalamic integration of peripheral signals such as leptin or IGF‐1. In the process of puberty, reproductive development is simultaneous to growth, including muscle growth. To enhance our understanding of muscle function related to puberty, we performe...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7738712/ https://www.ncbi.nlm.nih.gov/pubmed/32432381 http://dx.doi.org/10.1002/vms3.278 |
_version_ | 1783623178680008704 |
---|---|
author | Lau, Li Yieng Nguyen, Loan T. Reverter, Antonio Moore, Stephen S. Lynn, Aaron McBride‐Kelly, Liam Phillips‐Rose, Louis Plath, Mackenzie Macfarlane, Rhys Vasudivan, Vanisha Morton, Lachlan Ardley, Ryan Ye, Yunan Fortes, Marina R. S. |
author_facet | Lau, Li Yieng Nguyen, Loan T. Reverter, Antonio Moore, Stephen S. Lynn, Aaron McBride‐Kelly, Liam Phillips‐Rose, Louis Plath, Mackenzie Macfarlane, Rhys Vasudivan, Vanisha Morton, Lachlan Ardley, Ryan Ye, Yunan Fortes, Marina R. S. |
author_sort | Lau, Li Yieng |
collection | PubMed |
description | Puberty is a whole‐body event, driven by the hypothalamic integration of peripheral signals such as leptin or IGF‐1. In the process of puberty, reproductive development is simultaneous to growth, including muscle growth. To enhance our understanding of muscle function related to puberty, we performed transcriptome analyses of muscle samples from six pre‐ and six post‐pubertal Brahman heifers (Bos indicus). Our aims were to perform differential expression analyses and co‐expression analyses to derive a regulatory gene network associate with puberty. As a result, we identified 431 differentially expressed (DEx) transcripts (genes and non‐coding RNAs) when comparing pre‐ to post‐pubertal average gene expression. The DEx transcripts were compared with all expressed transcripts in our samples (over 14,000 transcripts) for functional enrichment analyses. The DEx transcripts were associated with “extracellular region,” “inflammatory response” and “hormone activity” (adjusted p < .05). Inflammatory response for muscle regeneration is a necessary aspect of muscle growth, which is accelerated during puberty. The term “hormone activity” may signal genes that respond to progesterone signalling in the muscle, as the presence of this hormone is an important difference between pre‐ and post‐pubertal heifers in our experimental design. The DEx transcript with the highest average expression difference was a mitochondrial gene, ENSBTAG00000043574 that might be another important link between energy metabolism and puberty. In the derived co‐expression gene network, we identified six hub genes: CDC5L, MYC, TCF3, RUNX2, ATF2 and CREB1. In the same network, 48 key regulators of DEx transcripts were identified, using a regulatory impact factor metric. The hub gene TCF3 was also a key regulator. The majority of the key regulators (22 genes) are members of the zinc finger family, which has been implicated in bovine puberty in other tissues. In conclusion, we described how puberty may affect muscle gene expression in cattle. |
format | Online Article Text |
id | pubmed-7738712 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77387122020-12-18 Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers Lau, Li Yieng Nguyen, Loan T. Reverter, Antonio Moore, Stephen S. Lynn, Aaron McBride‐Kelly, Liam Phillips‐Rose, Louis Plath, Mackenzie Macfarlane, Rhys Vasudivan, Vanisha Morton, Lachlan Ardley, Ryan Ye, Yunan Fortes, Marina R. S. Vet Med Sci Original Articles Puberty is a whole‐body event, driven by the hypothalamic integration of peripheral signals such as leptin or IGF‐1. In the process of puberty, reproductive development is simultaneous to growth, including muscle growth. To enhance our understanding of muscle function related to puberty, we performed transcriptome analyses of muscle samples from six pre‐ and six post‐pubertal Brahman heifers (Bos indicus). Our aims were to perform differential expression analyses and co‐expression analyses to derive a regulatory gene network associate with puberty. As a result, we identified 431 differentially expressed (DEx) transcripts (genes and non‐coding RNAs) when comparing pre‐ to post‐pubertal average gene expression. The DEx transcripts were compared with all expressed transcripts in our samples (over 14,000 transcripts) for functional enrichment analyses. The DEx transcripts were associated with “extracellular region,” “inflammatory response” and “hormone activity” (adjusted p < .05). Inflammatory response for muscle regeneration is a necessary aspect of muscle growth, which is accelerated during puberty. The term “hormone activity” may signal genes that respond to progesterone signalling in the muscle, as the presence of this hormone is an important difference between pre‐ and post‐pubertal heifers in our experimental design. The DEx transcript with the highest average expression difference was a mitochondrial gene, ENSBTAG00000043574 that might be another important link between energy metabolism and puberty. In the derived co‐expression gene network, we identified six hub genes: CDC5L, MYC, TCF3, RUNX2, ATF2 and CREB1. In the same network, 48 key regulators of DEx transcripts were identified, using a regulatory impact factor metric. The hub gene TCF3 was also a key regulator. The majority of the key regulators (22 genes) are members of the zinc finger family, which has been implicated in bovine puberty in other tissues. In conclusion, we described how puberty may affect muscle gene expression in cattle. John Wiley and Sons Inc. 2020-05-20 /pmc/articles/PMC7738712/ /pubmed/32432381 http://dx.doi.org/10.1002/vms3.278 Text en © 2020 The Authors. Veterinary Medicine and Science Published by John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Lau, Li Yieng Nguyen, Loan T. Reverter, Antonio Moore, Stephen S. Lynn, Aaron McBride‐Kelly, Liam Phillips‐Rose, Louis Plath, Mackenzie Macfarlane, Rhys Vasudivan, Vanisha Morton, Lachlan Ardley, Ryan Ye, Yunan Fortes, Marina R. S. Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers |
title | Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers |
title_full | Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers |
title_fullStr | Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers |
title_full_unstemmed | Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers |
title_short | Gene regulation could be attributed to TCF3 and other key transcription factors in the muscle of pubertal heifers |
title_sort | gene regulation could be attributed to tcf3 and other key transcription factors in the muscle of pubertal heifers |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7738712/ https://www.ncbi.nlm.nih.gov/pubmed/32432381 http://dx.doi.org/10.1002/vms3.278 |
work_keys_str_mv | AT lauliyieng generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT nguyenloant generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT reverterantonio generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT moorestephens generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT lynnaaron generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT mcbridekellyliam generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT phillipsroselouis generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT plathmackenzie generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT macfarlanerhys generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT vasudivanvanisha generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT mortonlachlan generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT ardleyryan generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT yeyunan generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers AT fortesmarinars generegulationcouldbeattributedtotcf3andotherkeytranscriptionfactorsinthemuscleofpubertalheifers |