Department of Clinical Laboratory, the Affiliated Wuhu Hospital of East China Normal University (The Second People's Hospital of Wuhu City), Wuhu, 241000, China.
Department of Otolaryngology, Head and Neck Surgery, the Affiliated Wuhu Hospital of East China Normal University (The Second People's Hospital of Wuhu City), Wuhu, 241000, China.
Orphanet J Rare Dis. 2024 Jun 6;19(1):226. doi: 10.1186/s13023-024-03220-y.
Waardenburg syndrome (WS) is a rare genetic disorder mainly characterized by hearing loss and pigmentary abnormalities. Currently, seven causative genes have been identified for WS, but clinical genetic testing results show that 38.9% of WS patients remain molecularly unexplained. In this study, we performed multi-data integration analysis through protein-protein interaction and phenotype-similarity to comprehensively decipher the potential causative factors of undiagnosed WS. In addition, we explored the association between genotypes and phenotypes in WS with the manually collected 443 cases from published literature.
We predicted two possible WS pathogenic genes (KIT, CHD7) through multi-data integration analysis, which were further supported by gene expression profiles in single cells and phenotypes in gene knockout mouse. We also predicted twenty, seven, and five potential WS pathogenic variations in gene PAX3, MITF, and SOX10, respectively. Genotype-phenotype association analysis showed that white forelock and telecanthus were dominantly present in patients with PAX3 variants; skin freckles and premature graying of hair were more frequently observed in cases with MITF variants; while aganglionic megacolon and constipation occurred more often in those with SOX10 variants. Patients with variations of PAX3 and MITF were more likely to have synophrys and broad nasal root. Iris pigmentary abnormality was more common in patients with variations of PAX3 and SOX10. Moreover, we found that patients with variants of SOX10 had a higher risk of suffering from auditory system diseases and nervous system diseases, which were closely associated with the high expression abundance of SOX10 in ear tissues and brain tissues.
Our study provides new insights into the potential causative factors of WS and an alternative way to explore clinically undiagnosed cases, which will promote clinical diagnosis and genetic counseling. However, the two potential disease-causing genes (KIT, CHD7) and 32 potential pathogenic variants (PAX3: 20, MITF: 7, SOX10: 5) predicted by multi-data integration in this study are all computational predictions and need to be further verified through experiments in follow-up research.
Waardenburg 综合征(WS)是一种罕见的遗传疾病,主要表现为听力损失和色素异常。目前,已经确定了 WS 的七个致病基因,但临床基因检测结果显示,38.9%的 WS 患者仍未得到分子解释。在这项研究中,我们通过蛋白质-蛋白质相互作用和表型相似性进行多数据整合分析,全面解析未确诊 WS 的潜在致病因素。此外,我们还通过收集已发表文献中的 443 例病例,探讨了 WS 中基因型与表型的关系。
我们通过多数据整合分析预测了两个可能的 WS 致病基因(KIT、CHD7),这两个基因进一步得到了单细胞基因表达谱和基因敲除鼠表型的支持。我们还分别预测了 PAX3、MITF 和 SOX10 基因中的 20、7 和 5 个潜在 WS 致病变异。基因型-表型关联分析显示,PAX3 变异患者中白额发和内眦赘皮多见;MITF 变异患者中皮肤雀斑和早发性白发更为常见;SOX10 变异患者中无神经节性巨结肠和便秘更为常见。PAX3 和 MITF 变异患者更易出现连心眉和宽鼻根。PAX3 和 SOX10 变异患者的虹膜色素异常更为常见。此外,我们发现 SOX10 变异患者患听觉系统疾病和神经系统疾病的风险更高,这与 SOX10 在耳部组织和脑组织中的高表达丰度密切相关。
本研究为 WS 的潜在致病因素提供了新的见解,并为探索临床未确诊病例提供了一种替代方法,将促进临床诊断和遗传咨询。然而,本研究通过多数据整合预测的两个潜在致病基因(KIT、CHD7)和 32 个潜在致病变异(PAX3:20、MITF:7、SOX10:5)均为计算预测,需要在后续研究中通过实验进一步验证。