Article
Predicting the clinical impact of human mutation with deep neural networks.
Nature genetics - 1 Aug 2018
Sundaram Laksshman, Gao Hong, Padigepati Samskruthi Reddy, McRae Jeremy F, Li Yanjun, Kosmicki Jack A, Fritzilas Nondas, Hakenberg Jörg, Dutta Anindita, Shon John, Xu Jinbo, Batzoglou Serafim, Li Xiaolin, Farh Kyle Kai-How
Abstract excerpt
Millions of human genomes and exomes have been sequenced, but their clinical applications remain limited due to the difficulty of distinguishing disease-causing mutations from benign genetic variation. Here we demonstrate that common missense variants in other primate species are largely clinically benign in human, enabling pathogenic mutations to be systematically identified by the process of elimination. Using...
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