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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
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