Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs
Steroid metabolism is a fundamental process in the porcine testis to provide testosterone but also estrogens and androstenone, which are essential for the physiology of the boar. This study concerns boars at an early stage of puberty. Using a RT-qPCR approach, we showed that the transcriptional acti...
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doaj-7921037a24184780bf036b8649ef42a02021-04-09T23:05:28ZengMDPI AGGenes2073-44252021-04-011255155110.3390/genes12040551Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in PigsAnnie Robic0Thomas Faraut1Katia Feve2Sarah Djebali3Armelle Prunier4Catherine Larzul5Laurence Liaubet6GenPhySE, Université de Toulouse, INRAE, ENVT, 31326 Castanet Tolosan, FranceGenPhySE, Université de Toulouse, INRAE, ENVT, 31326 Castanet Tolosan, FranceGenPhySE, Université de Toulouse, INRAE, ENVT, 31326 Castanet Tolosan, FranceGenPhySE, Université de Toulouse, INRAE, ENVT, 31326 Castanet Tolosan, FrancePEGASE, INRAE, Institut Agro, 35590 Saint Gilles, FranceGenPhySE, Université de Toulouse, INRAE, ENVT, 31326 Castanet Tolosan, FranceGenPhySE, Université de Toulouse, INRAE, ENVT, 31326 Castanet Tolosan, FranceSteroid metabolism is a fundamental process in the porcine testis to provide testosterone but also estrogens and androstenone, which are essential for the physiology of the boar. This study concerns boars at an early stage of puberty. Using a RT-qPCR approach, we showed that the transcriptional activities of several genes providing key enzymes involved in this metabolism (such as <i>CYP11A1</i>) are correlated. Surprisingly, <i>HSD17B3</i>, a key gene for testosterone production, was absent from this group. An additional weighted gene co-expression network analysis was performed on two large sets of mRNA-seq to identify co-expression modules. Of these modules, two containing either <i>CYP11A1 </i>or <i>HSD17B3 </i>were further analyzed. This comprehensive correlation meta-analysis identified a group of 85 genes with <i>CYP11A1</i> as hub gene, but did not allow the characterization of a robust correlation network around <i>HSD17B3</i>. As the CYP11A1-group includes most of the genes involved in steroid synthesis pathways (including <i>LHCGR</i> encoding for the LH receptor), it may control the synthesis of most of the testicular steroids. The independent expression of <i>HSD17B3</i> probably allows part of the production of testosterone to escape this control. This CYP11A1-group contained also <i>INSL3</i> and <i>AGT</i> genes encoding a peptide hormone and an angiotensin peptide precursor, respectively.https://www.mdpi.com/2073-4425/12/4/551porcine testisco-expression networksteroids synthesisWGCNAtestosteroneestrogens |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Annie Robic Thomas Faraut Katia Feve Sarah Djebali Armelle Prunier Catherine Larzul Laurence Liaubet |
spellingShingle |
Annie Robic Thomas Faraut Katia Feve Sarah Djebali Armelle Prunier Catherine Larzul Laurence Liaubet Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs Genes porcine testis co-expression network steroids synthesis WGCNA testosterone estrogens |
author_facet |
Annie Robic Thomas Faraut Katia Feve Sarah Djebali Armelle Prunier Catherine Larzul Laurence Liaubet |
author_sort |
Annie Robic |
title |
Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs |
title_short |
Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs |
title_full |
Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs |
title_fullStr |
Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs |
title_full_unstemmed |
Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs |
title_sort |
correlation networks provide new insights into the architecture of testicular steroid pathways in pigs |
publisher |
MDPI AG |
series |
Genes |
issn |
2073-4425 |
publishDate |
2021-04-01 |
description |
Steroid metabolism is a fundamental process in the porcine testis to provide testosterone but also estrogens and androstenone, which are essential for the physiology of the boar. This study concerns boars at an early stage of puberty. Using a RT-qPCR approach, we showed that the transcriptional activities of several genes providing key enzymes involved in this metabolism (such as <i>CYP11A1</i>) are correlated. Surprisingly, <i>HSD17B3</i>, a key gene for testosterone production, was absent from this group. An additional weighted gene co-expression network analysis was performed on two large sets of mRNA-seq to identify co-expression modules. Of these modules, two containing either <i>CYP11A1 </i>or <i>HSD17B3 </i>were further analyzed. This comprehensive correlation meta-analysis identified a group of 85 genes with <i>CYP11A1</i> as hub gene, but did not allow the characterization of a robust correlation network around <i>HSD17B3</i>. As the CYP11A1-group includes most of the genes involved in steroid synthesis pathways (including <i>LHCGR</i> encoding for the LH receptor), it may control the synthesis of most of the testicular steroids. The independent expression of <i>HSD17B3</i> probably allows part of the production of testosterone to escape this control. This CYP11A1-group contained also <i>INSL3</i> and <i>AGT</i> genes encoding a peptide hormone and an angiotensin peptide precursor, respectively. |
topic |
porcine testis co-expression network steroids synthesis WGCNA testosterone estrogens |
url |
https://www.mdpi.com/2073-4425/12/4/551 |
work_keys_str_mv |
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