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Somatic Genomics and Clinical Features of Lung Adenocarcinoma: A Retrospective Study.

Jianxin ShiXing HuaBin ZhuSarangan RavichandranMingyi WangCu NguyenSeth A BrodieAlessandro PalleschiMarco AlloisioGianluca PariscentiKristine JonesWeiyin ZhouAaron J BoukJoseph BolandBelynda D HicksAdam RischHunter BennettBrian T LukeLei SongJubao DuanPengyuan LiuTakashi KohnoQingrong ChenDaoud MeerzamanCrystal MarconettIte A OffringaIan MillsNeil E CaporasoMitchell H GailAngela C PesatoriDario ConsonniPier Alberto BertazziStephen J ChanockMaria Teresa Landi
Published in: PLoS medicine (2016)
These data provide a genomic characterization of LUAD pathogenesis and progression. The distinct clonal and subclonal mutation signatures suggest possible diverse carcinogenesis pathways for endogenous and exogenous exposures, and may serve as a foundation for more effective treatments for this lethal disease. LUAD's high heterogeneity emphasizes the need to further study this tumor type and to associate genomic findings with clinical outcomes.
Keyphrases
  • copy number
  • single cell
  • genome wide
  • electronic health record
  • machine learning
  • artificial intelligence
  • deep learning