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An enhanced workflow for variant interpretation in UniProtKB/Swiss-Prot improves consistency and reuse in ClinVar

机译:UniProtKB / Swiss-Prot中用于变体解释的增强型工作流程提高了ClinVar的一致性和重用性

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摘要

Personalized genomic medicine depends on integrated analyses that combine genetic and phenotypic data from individual patients with reference knowledge of the functional and clinical significance of sequence variants. Sources of this reference knowledge include the ClinVar repository of human genetic variants, a community resource that accepts submissions from external groups, and UniProtKB/Swiss-Prot, an expert-curated resource of protein sequences and functional annotation. UniProtKB/Swiss-Prot provides knowledge on the functional impact and clinical significance of over 30 000 human protein-coding sequence variants, curated from peer-reviewed literature reports. Here we present a pilot study that lays the groundwork for the integration of curated knowledge of protein sequence variation from UniProtKB/Swiss-Prot with ClinVar. We show that existing interpretations of variant pathogenicity in UniProtKB/Swiss-Prot and ClinVar are highly concordant, with 88% of variants that are common to the two resources having interpretations of clinical significance that agree. Re-curation of a subset of UniProtKB/Swiss-Prot variants according to American College of Medical Genetics and Genomics (ACMG) guidelines using ClinGen tools further increases this level of agreement, mainly due to the reclassification of supposedly pathogenic variants as benign, based on newly available population frequency data. We have now incorporated ACMG guidelines and ClinGen tools into the UniProt Knowledgebase (UniProtKB) curation workflow and routinely submit variant data from UniProtKB/Swiss-Prot to ClinVar. These efforts will increase the usability and utilization of UniProtKB variant data and will facilitate the continuing (re-)evaluation of clinical variant interpretations as data sets and knowledge evolve.
机译:个性化的基因组医学依赖于综合分析,该综合分析结合了个体患者的遗传和表型数据以及有关序列变异的功能和临床意义的参考知识。该参考知识的来源包括人类遗传变异的ClinVar知识库,一个接受外部团体提交的社区资源以及UniProtKB / Swiss-Prot(一种由专家策划的蛋白质序列和功能注释资源)。 UniProtKB / Swiss-Prot提供了30,000多种人类蛋白质编码序列变体的功能影响和临床意义的知识,这些变体来自同行评审的文献报告。在这里,我们提出了一项初步研究,为从UniProtKB / Swiss-Prot与ClinVar整合蛋白质序列变异的精选知识奠定了基础。我们显示,UniProtKB / Swiss-Prot和ClinVar中变异致病性的现有解释高度一致,两种资源共有的88%变异具有临床意义一致的解释。根据美国医学遗传学和基因组学(ACMG)指南,使用ClinGen工具对UniProtKB / Swiss-Prot变体的子集进行了重新固化,这进一步提高了一致性水平,这主要是由于基于新获得的人口频率数据。现在,我们已将ACMG准则和ClinGen工具纳入UniProt知识库(UniProtKB)的管理工作流程中,并定期将UniProtKB / Swiss-Prot的变体数据提交给ClinVar。这些努力将提高UniProtKB变异数据的可用性和利用率,并随着数据集和知识的发展,促进对临床变异解释的持续(重新)评估。

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