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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Main Authors: Annie Robic, Thomas Faraut, Katia Feve, Sarah Djebali, Armelle Prunier, Catherine Larzul, Laurence Liaubet
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Genes
Subjects:
Online Access:https://www.mdpi.com/2073-4425/12/4/551
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spelling 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
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