Neuroscience Graduate Program, Oregon Health & Science University, Portland, OR 97239, USA; Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.
Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA.
Am J Hum Genet. 2018 May 3;102(5):943-955. doi: 10.1016/j.ajhg.2018.03.018. Epub 2018 Apr 26.
Phosphatase and tensin homolog (PTEN) is a tumor suppressor frequently mutated in diverse cancers. Germline PTEN mutations are also associated with a range of clinical outcomes, including PTEN hamartoma tumor syndrome (PHTS) and autism spectrum disorder (ASD). To empower new insights into PTEN function and clinically relevant genotype-phenotype relationships, we systematically evaluated the effect of PTEN mutations on lipid phosphatase activity in vivo. Using a massively parallel approach that leverages an artificial humanized yeast model, we derived high-confidence estimates of functional impact for 7,244 single amino acid PTEN variants (86% of possible). We identified 2,273 mutations with reduced cellular lipid phosphatase activity, which includes 1,789 missense mutations. These data recapitulated known functional findings but also uncovered new insights into PTEN protein structure, biochemistry, and mutation tolerance. Several residues in the catalytic pocket showed surprising mutational tolerance. We identified that the solvent exposure of wild-type residues is a critical determinant of mutational tolerance. Further, we created a comprehensive functional map by leveraging correlations between amino acid substitutions to impute functional scores for all variants, including those not present in the assay. Variant functional scores can reliably discriminate likely pathogenic from benign alleles. Further, 32% of ClinVar unclassified missense variants are phosphatase deficient in our assay, supporting their reclassification. ASD-associated mutations generally had less severe fitness scores relative to PHTS-associated mutations (p = 7.16 × 10) and a higher fraction of hypomorphic mutations, arguing for continued genotype-phenotype studies in larger clinical datasets that can further leverage these rich functional data.
磷酸酶和张力蛋白同源物(PTEN)是一种常见于多种癌症中的肿瘤抑制因子。PTEN 基因的种系突变也与一系列临床结果相关,包括 PTEN 错构瘤肿瘤综合征(PHTS)和自闭症谱系障碍(ASD)。为了深入了解 PTEN 的功能以及与临床相关的基因型-表型关系,我们系统地评估了 PTEN 突变对体内脂质磷酸酶活性的影响。我们利用一种大规模平行方法,利用人工人类酵母模型,对 7244 种单个氨基酸的 PTEN 变体(占可能变体的 86%)进行了功能影响的高可信度估计。我们确定了 2273 种具有降低细胞脂质磷酸酶活性的突变,其中包括 1789 种错义突变。这些数据重现了已知的功能发现,但也揭示了 PTEN 蛋白结构、生物化学和突变耐受性的新见解。催化口袋中的几个残基显示出惊人的突变耐受性。我们发现野生型残基的溶剂暴露是突变耐受性的一个关键决定因素。此外,我们通过利用氨基酸取代之间的相关性来创建一个全面的功能图谱,从而对所有变体(包括在测定中未出现的变体)进行功能评分推断。变体功能评分可以可靠地区分可能致病的等位基因和良性等位基因。此外,我们的测定中 32%的 ClinVar 未分类的错义变体缺乏磷酸酶活性,支持对它们进行重新分类。与 PHTS 相关的突变相比,ASD 相关的突变通常具有较低的适应度评分(p=7.16×10),并且具有更高比例的功能降低突变,这表明在更大的临床数据集上进行进一步的基因型-表型研究,利用这些丰富的功能数据,可以进一步进行分类。