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Analysis of 589,306 genomes identifies individuals resilient to severe Mendelian childhood diseases.

Rong ChenLisong ShiJörg HakenbergBrian NaughtonPamela SklarJianguo ZhangHanlin ZhouLifeng TianOm PrakashMathieu LemirePatrick SleimanWei-Yi ChengWanting ChenHardik ShahYulan ShenMenachem FromerLarsson OmbergMatthew A DeardorffElaine ZackaiJason R BobeElissa LevinThomas J HudsonLeif GroopJun WangHakon HakonarsonAnne WojcickiGeorge A DiazLisa EdelmannEric E SchadtStephen H Friend
Published in: Nature biotechnology (2016)
Genetic studies of human disease have traditionally focused on the detection of disease-causing mutations in afflicted individuals. Here we describe a complementary approach that seeks to identify healthy individuals resilient to highly penetrant forms of genetic childhood disorders. A comprehensive screen of 874 genes in 589,306 genomes led to the identification of 13 adults harboring mutations for 8 severe Mendelian conditions, with no reported clinical manifestation of the indicated disease. Our findings demonstrate the promise of broadening genetic studies to systematically search for well individuals who are buffering the effects of rare, highly penetrant, deleterious mutations. They also indicate that incomplete penetrance for Mendelian diseases is likely more common than previously believed. The identification of resilient individuals may provide a first step toward uncovering protective genetic variants that could help elucidate the mechanisms of Mendelian diseases and new therapeutic strategies.
Keyphrases
  • genome wide
  • endothelial cells
  • copy number
  • bioinformatics analysis
  • dna methylation
  • early onset
  • high throughput
  • early life
  • machine learning
  • drug induced
  • case control
  • deep learning
  • young adults