Evaluating the utility of tumour mutational signatures for identifying hereditary colorectal cancer and polyposis syndrome carriers

作者: Peter Georgeson , Bernard J Pope , Christophe Rosty , Mark Clendenning , Khalid Mahmood

DOI: 10.1136/GUTJNL-2019-320462

关键词:

摘要: Objective Germline pathogenic variants (PVs) in the DNA mismatch repair (MMR) genes and base excision gene MUTYH underlie hereditary colorectal cancer (CRC) polyposis syndromes. We evaluated robustness discriminatory potential of tumour mutational signatures CRCs for identifying germline PV carriers. Design Whole-exome sequencing formalin-fixed paraffin-embedded (FFPE) CRC tissue was performed on 33 MMR carriers, 12 biallelic 25 sporadic MLH1 methylated MMR-deficient (MMRd controls) 160 MMR-proficient (MMRp included 498 TCGA tumours. COSMIC V3 single substitution (SBS) indel (ID) were assessed their ability to differentiate that developed carriers from non-carriers. Results The combination SBS18 SBS36 contributing >30% a CRC’s signature profile able discriminate all other non-carrier control with 100% accuracy (area under curve (AUC) 1.0). associated specific p.Gly396Asp (p=0.025) p.Tyr179Cys (p=5×10-5), respectively. ID2 ID7 could carrier MMRp (AUC 0.99); however, SBS ID signatures, alone or combination, not provide complete discrimination 0.79) between MMRd controls. Conclusion Assessment can non-carriers high accuracy, demonstrating utility as diagnostic variant classification tool.

参考文章(40)
Mi Ni Huang, John R McPherson, Ioana Cutcutache, Bin Tean Teh, Patrick Tan, Steven G Rozen, None, MSIseq: Software for Assessing Microsatellite Instability from Catalogs of Somatic Mutations. Scientific Reports. ,vol. 5, pp. 13321- 13321 ,(2015) , 10.1038/SREP13321
James Franklin, The elements of statistical learning : data mining, inference,and prediction The Mathematical Intelligencer. ,vol. 27, pp. 83- 85 ,(2005) , 10.1007/BF02985802
Robbert DA Weren, Marjolijn JL Ligtenberg, C Marleen Kets, Richarda M De Voer, Eugène TP Verwiel, Liesbeth Spruijt, Wendy AG van Zelst-Stams, Marjolijn C Jongmans, Christian Gilissen, Jayne Y Hehir-Kwa, Alexander Hoischen, Jay Shendure, Evan A Boyle, Eveline J Kamping, Iris D Nagtegaal, Bastiaan BJ Tops, Fokko M Nagengast, AD Geurts van Kessel, J Han JM van Krieken, Roland P Kuiper, Nicoline Hoogerbrugge, None, A germline homozygous mutation in the base-excision repair gene NTHL1 causes adenomatous polyposis and colorectal cancer Nature Genetics. ,vol. 47, pp. 668- 671 ,(2015) , 10.1038/NG.3287
Mine S Cicek, Noralane M Lindor, Steven Gallinger, Bharati Bapat, John L Hopper, Mark A Jenkins, Joanne Young, Daniel Buchanan, Michael D Walsh, Loic Le Marchand, Terrilea Burnett, Polly A Newcomb, William M Grady, Robert W Haile, Graham Casey, Sarah J Plummer, Lisa A Krumroy, John A Baron, Stephen N Thibodeau, None, Quality Assessment and Correlation of Microsatellite Instability and Immunohistochemical Markers among Population- and Clinic-Based Colorectal Tumors: Results from the Colon Cancer Family Registry The Journal of Molecular Diagnostics. ,vol. 13, pp. 271- 281 ,(2011) , 10.1016/J.JMOLDX.2010.12.004
Matthew B. Yurgelun, Brian Allen, Rajesh R. Kaldate, Karla R. Bowles, Thaddeus Judkins, Praveen Kaushik, Benjamin B. Roa, Richard J. Wenstrup, Anne-Renee Hartman, Sapna Syngal, Identification of a Variety of Mutations in Cancer Predisposition Genes in Patients With Suspected Lynch Syndrome Gastroenterology. ,vol. 149, pp. 604- 613 ,(2015) , 10.1053/J.GASTRO.2015.05.006
J M. Bland, D. G Altman, Multiple significance tests: the Bonferroni method BMJ. ,vol. 310, pp. 170- 170 ,(1995) , 10.1136/BMJ.310.6973.170
S. Thibodeau, G Bren, D Schaid, Microsatellite instability in cancer of the proximal colon Science. ,vol. 260, pp. 816- 819 ,(1993) , 10.1126/SCIENCE.8484122
Aung Ko Win, Sean P. Cleary, James G. Dowty, John A. Baron, Joanne P. Young, Daniel D. Buchanan, Melissa C. Southey, Terrilea Burnett, Patrick S. Parfrey, Roger C. Green, Loïc Le Marchand, Polly A. Newcomb, Robert W. Haile, Noralane M. Lindor, John L. Hopper, Steven Gallinger, Mark A. Jenkins, Cancer risks for monoallelic MUTYH mutation carriers with a family history of colorectal cancer International Journal of Cancer. ,vol. 129, pp. 2256- 2262 ,(2011) , 10.1002/IJC.25870
Joanne P. Young, Daniel D. Buchanan, Julie Arnold, Loïc Le Marchand, Polly A. Newcomb, Robert W. Haile, Noralane M. Lindor, Steven Gallinger, John L. Hopper, Mark A. Jenkins, Aung Ko Win, Susan Parry, Bryan Parry, Matthew F. Kalady, Finlay A. Macrae, Dennis J. Ahnen, Graeme P. Young, Lara Lipton, Ingrid Winship, Alex Boussioutas, Risk of Metachronous Colon Cancer Following Surgery for Rectal Cancer in Mismatch Repair Gene Mutation Carriers Annals of Surgical Oncology. ,vol. 20, pp. 1829- 1836 ,(2013) , 10.1245/S10434-012-2858-5
Nada Al-Tassan, Nikolas H. Chmiel, Julie Maynard, Nick Fleming, Alison L. Livingston, Geraint T. Williams, Angela K. Hodges, D. Rhodri Davies, Sheila S. David, Julian R. Sampson, Jeremy P. Cheadle, Inherited variants of MYH associated with somatic G:C→T:A mutations in colorectal tumors Nature Genetics. ,vol. 30, pp. 227- 232 ,(2002) , 10.1038/NG828