Browsing by Author "Clendenning M"

Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    Identifying colorectal cancer caused by biallelic MUTYH pathogenic variants using tumor mutational signatures
    (Springer Nature Limited, 6/06/2022) Georgeson P; Harrison TA; Pope BJ; Zaidi SH; Qu C; Steinfelder RS; Lin Y; Joo JE; Mahmood K; Clendenning M; Walker R; Amitay EL; Berndt SI; Brenner H; Campbell PT; Cao Y; Chan AT; Chang-Claude J; Doheny KF; Drew DA; Figueiredo JC; French AJ; Gallinger S; Giannakis M; Giles GG; Gsur A; Gunter MJ; Hoffmeister M; Hsu L; Huang W-Y; Limburg P; Manson JE; Moreno V; Nassir R; Nowak JA; Obón-Santacana M; Ogino S; Phipps AI; Potter JD; Schoen RE; Sun W; Toland AE; Trinh QM; Ugai T; Macrae FA; Rosty C; Hudson TJ; Jenkins MA; Thibodeau SN; Winship IM; Peters U; Buchanan DD
    Carriers of germline biallelic pathogenic variants in the MUTYH gene have a high risk of colorectal cancer. We test 5649 colorectal cancers to evaluate the discriminatory potential of a tumor mutational signature specific to MUTYH for identifying biallelic carriers and classifying variants of uncertain clinical significance (VUS). Using a tumor and matched germline targeted multi-gene panel approach, our classifier identifies all biallelic MUTYH carriers and all known non-carriers in an independent test set of 3019 colorectal cancers (accuracy = 100% (95% confidence interval 99.87-100%)). All monoallelic MUTYH carriers are classified with the non-MUTYH carriers. The classifier provides evidence for a pathogenic classification for two VUS and a benign classification for five VUS. Somatic hotspot mutations KRAS p.G12C and PIK3CA p.Q546K are associated with colorectal cancers from biallelic MUTYH carriers compared with non-carriers (p = 2 × 10-23 and p = 6 × 10-11, respectively). Here, we demonstrate the potential application of mutational signatures to tumor sequencing workflows to improve the identification of biallelic MUTYH carriers.