Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA.
Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH 44195, USA.
Am J Hum Genet. 2019 May 2;104(5):861-878. doi: 10.1016/j.ajhg.2019.03.009. Epub 2019 Apr 18.
Individuals with germline PTEN tumor-suppressor variants have PTEN hamartoma tumor syndrome (PHTS). Clinically, PHTS has variable presentations; there are distinct subsets of PHTS-affected individuals, such as those diagnosed with autism spectrum disorder (ASD) or cancer. It remains unclear why mutations in one gene can lead to such seemingly disparate phenotypes. Therefore, we sought to determine whether it is possible to predict a given PHTS-affected individual's a priori risk of ASD, cancer, or the co-occurrence of both phenotypes. By integrating network proximity analysis performed on the human interactome, molecular simulations, and residue-interaction networks, we demonstrate the role of conformational dynamics in the structural communication and long-range allosteric regulation of germline PTEN variants associated with ASD or cancer. We show that the PTEN interactome shares significant overlap with the ASD and cancer interactomes, providing network-based evidence that PTEN is a crucial player in the biology of both disorders. Importantly, this finding suggests that a germline PTEN variant might perturb the ASD or cancer networks differently, thus favoring one disease outcome at any one time. Furthermore, protein-dynamic structural-network analysis reveals small-world structural communication mediated by highly conserved functional residues and potential allosteric regulation of PTEN. We identified a salient structural-communication pathway that extends across the inter-domain interface for cancer-only mutations. In contrast, the structural-communication pathway is predominantly restricted to the phosphatase domain for ASD-only mutations. Our integrative approach supports the prediction and potential modulation of the relevant conformational states that influence structural communication and long-range perturbations associated with mutational effects that lead to PTEN-ASD or PTEN-cancer phenotypes.
个体携带种系 PTEN 肿瘤抑制因子变异体,患有 PTEN 错构瘤肿瘤综合征 (PHTS)。临床上,PHTS 表现多样;PHTS 受影响的个体存在明显的亚群,例如被诊断为自闭症谱系障碍 (ASD) 或癌症的个体。目前尚不清楚为什么一个基因的突变会导致如此明显不同的表型。因此,我们试图确定是否有可能预测给定的 PHTS 受影响个体的 ASD、癌症或两种表型同时发生的先验风险。通过对人类相互作用组进行网络接近度分析、分子模拟和残基相互作用网络,我们证明了构象动力学在 ASD 或癌症相关种系 PTEN 变异体的结构通讯和远程变构调节中的作用。我们表明,PTEN 相互作用组与 ASD 和癌症相互作用组有显著重叠,为 PTEN 是这两种疾病生物学中的关键参与者提供了基于网络的证据。重要的是,这一发现表明,种系 PTEN 变异体可能以不同的方式扰乱 ASD 或癌症网络,从而在任何时候都有利于一种疾病结果。此外,蛋白质动力学结构网络分析揭示了由高度保守的功能残基介导的小世界结构通讯和 PTEN 的潜在变构调节。我们确定了一条显著的结构通讯途径,该途径跨越了仅与癌症相关的突变的域间界面。相比之下,仅与 ASD 相关的突变的结构通讯途径主要局限于磷酸酶结构域。我们的综合方法支持对相关构象状态的预测和潜在调节,这些构象状态影响与导致 PTEN-ASD 或 PTEN-癌症表型的突变效应相关的结构通讯和远程干扰。