{"title":"Structural and functional analysis of SOX9 mutations in disorders of sex development (DSD): Integration of clinical data and in silico modeling","authors":"Fatou Diop Gueye , Mama Sy Diallo , Arame Ndiaye , Mame Venus Gueye , Ndiaga Diop , Adji Dieynaba Diallo , Rokhaya Ndiaye , Oumar Faye","doi":"10.1016/j.humgen.2025.201461","DOIUrl":null,"url":null,"abstract":"<div><div>The <em>SOX9</em> gene, located on chromosome 17q24, belongs to the <em>SOX</em> family of transcription factors and shares over 70 % homology with <em>SRY</em>. It plays a central role in testis differentiation and cartilage formation, notably by regulating key genes such as <em>AMH</em>. Mutations in <em>SOX9</em> are known to cause Disorders of Sex Development (DSD) and skeletal malformations such as campomelic dysplasia.</div></div><div><h3>Objective</h3><div>This study aimed to analyze the structural and functional impact of <em>SOX9</em> mutations identified in DSD patients, using in silico predictive tools including IntFOLD, to evaluate changes in protein conformation and correlate them with observed phenotypes.</div></div><div><h3>Methods</h3><div>Twenty-eight patients with DSD (46,XX or 46,XY karyotypes) were enrolled. The <em>SRY</em> and <em>SOX9</em> genes were amplified by PCR and sequenced. Four 46,XX patients were found to be <em>SRY</em>-positive, and two 46,XY patients were <em>SRY</em>-negative. Ten <em>SOX9</em> variants were identified in 12 patients, including two novel intronic variants, two in the 3′UTR region, three synonymous, and three non-synonymous coding variants. All variants were found in the heterozygous state, and the presence of a normal allele was used to assess its functional implications.</div></div><div><h3>Results</h3><div>Non-synonymous mutations located within the <em>HMG</em> and <em>dimerization domains</em> were predicted to be deleterious. 3D modeling using IntFOLD revealed conformational changes, altered protein stability, and disrupted ligand-binding residues. These structural alterations correlated with the DSD phenotypes observed. The overall <em>SOX9</em> structure showed a largely disordered organization, with ordered segments within key functional domains.</div></div><div><h3>Conclusion</h3><div>Our findings confirm the role of <em>SOX9</em> in the etiology of DSD and highlight the relevance of structural modeling for interpreting rare variants. The integration of clinical, genetic, and in silico data contributes to a better understanding of sex differentiation mechanisms and may support improved molecular diagnosis of DSD.</div></div>","PeriodicalId":29686,"journal":{"name":"Human Gene","volume":"46 ","pages":"Article 201461"},"PeriodicalIF":0.7000,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Gene","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2773044125000877","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
Abstract
The SOX9 gene, located on chromosome 17q24, belongs to the SOX family of transcription factors and shares over 70 % homology with SRY. It plays a central role in testis differentiation and cartilage formation, notably by regulating key genes such as AMH. Mutations in SOX9 are known to cause Disorders of Sex Development (DSD) and skeletal malformations such as campomelic dysplasia.
Objective
This study aimed to analyze the structural and functional impact of SOX9 mutations identified in DSD patients, using in silico predictive tools including IntFOLD, to evaluate changes in protein conformation and correlate them with observed phenotypes.
Methods
Twenty-eight patients with DSD (46,XX or 46,XY karyotypes) were enrolled. The SRY and SOX9 genes were amplified by PCR and sequenced. Four 46,XX patients were found to be SRY-positive, and two 46,XY patients were SRY-negative. Ten SOX9 variants were identified in 12 patients, including two novel intronic variants, two in the 3′UTR region, three synonymous, and three non-synonymous coding variants. All variants were found in the heterozygous state, and the presence of a normal allele was used to assess its functional implications.
Results
Non-synonymous mutations located within the HMG and dimerization domains were predicted to be deleterious. 3D modeling using IntFOLD revealed conformational changes, altered protein stability, and disrupted ligand-binding residues. These structural alterations correlated with the DSD phenotypes observed. The overall SOX9 structure showed a largely disordered organization, with ordered segments within key functional domains.
Conclusion
Our findings confirm the role of SOX9 in the etiology of DSD and highlight the relevance of structural modeling for interpreting rare variants. The integration of clinical, genetic, and in silico data contributes to a better understanding of sex differentiation mechanisms and may support improved molecular diagnosis of DSD.