Literature DB >> 31526759

Passenger Hotspot Mutations in Cancer.

Julian M Hess1, Andre Bernards2, Jaegil Kim1, Mendy Miller1, Amaro Taylor-Weiner1, Nicholas J Haradhvala3, Michael S Lawrence4, Gad Getz5.   

Abstract

Current statistical models for assessing hotspot significance do not properly account for variation in site-specific mutability, thereby yielding many false-positives. We thus (i) detail a Log-normal-Poisson (LNP) background model that accounts for this variability in a manner consistent with models of mutagenesis; (ii) use it to show that passenger hotspots arise from all common mutational processes; and (iii) apply it to a ∼10,000-patient cohort to nominate driver hotspots with far fewer false-positives compared with conventional methods. Overall, we show that many cancer hotspot mutations recurring at the same genomic site across multiple tumors are actually passenger events, recurring at inherently mutable genomic sites under no positive selection.
Copyright © 2019 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Log-normal-Poisson; cancer; drivers; genomics; hotspots; mutability; mutations; passengers; selection

Mesh:

Year:  2019        PMID: 31526759      PMCID: PMC7371346          DOI: 10.1016/j.ccell.2019.08.002

Source DB:  PubMed          Journal:  Cancer Cell        ISSN: 1535-6108            Impact factor:   31.743


  53 in total

Review 1.  A census of human cancer genes.

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Journal:  Nat Rev Cancer       Date:  2004-03       Impact factor: 60.716

2.  Scalable Open Science Approach for Mutation Calling of Tumor Exomes Using Multiple Genomic Pipelines.

Authors:  Kyle Ellrott; Matthew H Bailey; Gordon Saksena; Kyle R Covington; Cyriac Kandoth; Chip Stewart; Julian Hess; Singer Ma; Kami E Chiotti; Michael McLellan; Heidi J Sofia; Carolyn Hutter; Gad Getz; David Wheeler; Li Ding
Journal:  Cell Syst       Date:  2018-03-28       Impact factor: 10.304

3.  MuSiC: identifying mutational significance in cancer genomes.

Authors:  Nathan D Dees; Qunyuan Zhang; Cyriac Kandoth; Michael C Wendl; William Schierding; Daniel C Koboldt; Thomas B Mooney; Matthew B Callaway; David Dooling; Elaine R Mardis; Richard K Wilson; Li Ding
Journal:  Genome Res       Date:  2012-07-03       Impact factor: 9.043

4.  SomInaClust: detection of cancer genes based on somatic mutation patterns of inactivation and clustering.

Authors:  Jimmy Van den Eynden; Ana Carolina Fierro; Lieven P C Verbeke; Kathleen Marchal
Journal:  BMC Bioinformatics       Date:  2015-04-23       Impact factor: 3.169

Review 5.  Making the bend: DNA tertiary structure and protein-DNA interactions.

Authors:  Sabrina Harteis; Sabine Schneider
Journal:  Int J Mol Sci       Date:  2014-07-14       Impact factor: 5.923

6.  Exome and whole-genome sequencing of esophageal adenocarcinoma identifies recurrent driver events and mutational complexity.

Authors:  Austin M Dulak; Petar Stojanov; Shouyong Peng; Michael S Lawrence; Cameron Fox; Chip Stewart; Santhoshi Bandla; Yu Imamura; Steven E Schumacher; Erica Shefler; Aaron McKenna; Scott L Carter; Kristian Cibulskis; Andrey Sivachenko; Gordon Saksena; Douglas Voet; Alex H Ramos; Daniel Auclair; Kristin Thompson; Carrie Sougnez; Robert C Onofrio; Candace Guiducci; Rameen Beroukhim; Zhongren Zhou; Lin Lin; Jules Lin; Rishindra Reddy; Andrew Chang; Rodney Landrenau; Arjun Pennathur; Shuji Ogino; James D Luketich; Todd R Golub; Stacey B Gabriel; Eric S Lander; David G Beer; Tony E Godfrey; Gad Getz; Adam J Bass
Journal:  Nat Genet       Date:  2013-03-24       Impact factor: 38.330

7.  An APOBEC3A hypermutation signature is distinguishable from the signature of background mutagenesis by APOBEC3B in human cancers.

Authors:  Kin Chan; Steven A Roberts; Leszek J Klimczak; Joan F Sterling; Natalie Saini; Ewa P Malc; Jaegil Kim; David J Kwiatkowski; David C Fargo; Piotr A Mieczkowski; Gad Getz; Dmitry A Gordenin
Journal:  Nat Genet       Date:  2015-08-10       Impact factor: 38.330

8.  Mutational heterogeneity in cancer and the search for new cancer-associated genes.

Authors:  Michael S Lawrence; Petar Stojanov; Paz Polak; Gregory V Kryukov; Kristian Cibulskis; Andrey Sivachenko; Scott L Carter; Chip Stewart; Craig H Mermel; Steven A Roberts; Adam Kiezun; Peter S Hammerman; Aaron McKenna; Yotam Drier; Lihua Zou; Alex H Ramos; Trevor J Pugh; Nicolas Stransky; Elena Helman; Jaegil Kim; Carrie Sougnez; Lauren Ambrogio; Elizabeth Nickerson; Erica Shefler; Maria L Cortés; Daniel Auclair; Gordon Saksena; Douglas Voet; Michael Noble; Daniel DiCara; Pei Lin; Lee Lichtenstein; David I Heiman; Timothy Fennell; Marcin Imielinski; Bryan Hernandez; Eran Hodis; Sylvan Baca; Austin M Dulak; Jens Lohr; Dan-Avi Landau; Catherine J Wu; Jorge Melendez-Zajgla; Alfredo Hidalgo-Miranda; Amnon Koren; Steven A McCarroll; Jaume Mora; Brian Crompton; Robert Onofrio; Melissa Parkin; Wendy Winckler; Kristin Ardlie; Stacey B Gabriel; Charles W M Roberts; Jaclyn A Biegel; Kimberly Stegmaier; Adam J Bass; Levi A Garraway; Matthew Meyerson; Todd R Golub; Dmitry A Gordenin; Shamil Sunyaev; Eric S Lander; Gad Getz
Journal:  Nature       Date:  2013-06-16       Impact factor: 49.962

9.  Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples.

Authors:  Kristian Cibulskis; Michael S Lawrence; Scott L Carter; Andrey Sivachenko; David Jaffe; Carrie Sougnez; Stacey Gabriel; Matthew Meyerson; Eric S Lander; Gad Getz
Journal:  Nat Biotechnol       Date:  2013-02-10       Impact factor: 54.908

10.  Identifying recurrent mutations in cancer reveals widespread lineage diversity and mutational specificity.

Authors:  Matthew T Chang; Saurabh Asthana; Sizhi Paul Gao; Byron H Lee; Jocelyn S Chapman; Cyriac Kandoth; JianJiong Gao; Nicholas D Socci; David B Solit; Adam B Olshen; Nikolaus Schultz; Barry S Taylor
Journal:  Nat Biotechnol       Date:  2015-11-30       Impact factor: 54.908

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  22 in total

1.  Identification of cancer driver genes based on nucleotide context.

Authors:  Felix Dietlein; Donate Weghorn; Amaro Taylor-Weiner; André Richters; Brendan Reardon; David Liu; Eric S Lander; Eliezer M Van Allen; Shamil R Sunyaev
Journal:  Nat Genet       Date:  2020-02-03       Impact factor: 38.330

2.  Leveraging Systematic Functional Analysis to Benchmark an In Silico Framework Distinguishes Driver from Passenger MEK Mutants in Cancer.

Authors:  Aphrothiti J Hanrahan; Brooke E Sylvester; Matthew T Chang; Arijh Elzein; Jianjiong Gao; Weiwei Han; Ye Liu; Dong Xu; Sizhi P Gao; Alexander N Gorelick; Alexis M Jones; Amber J Kiliti; Moriah H Nissan; Clare A Nimura; Abigail N Poteshman; Zhan Yao; Yijun Gao; Wenhuo Hu; Hannah C Wise; Elena I Gavrila; Alexander N Shoushtari; Shakuntala Tiwari; Agnes Viale; Omar Abdel-Wahab; Taha Merghoub; Michael F Berger; Neal Rosen; Barry S Taylor; David B Solit
Journal:  Cancer Res       Date:  2020-07-08       Impact factor: 12.701

Review 3.  Clinical cancer genomic profiling.

Authors:  Debyani Chakravarty; David B Solit
Journal:  Nat Rev Genet       Date:  2021-03-24       Impact factor: 53.242

Review 4.  Computational analysis of cancer genome sequencing data.

Authors:  Isidro Cortés-Ciriano; Doga C Gulhan; Jake June-Koo Lee; Giorgio E M Melloni; Peter J Park
Journal:  Nat Rev Genet       Date:  2021-12-08       Impact factor: 53.242

5.  Examining clustered somatic mutations with SigProfilerClusters.

Authors:  Erik N Bergstrom; Mousumy Kundu; Noura Tbeileh; Ludmil B Alexandrov
Journal:  Bioinformatics       Date:  2022-05-20       Impact factor: 6.931

6.  Human activation-induced deaminase lacks strong replicative strand bias or preference for cytosines in hairpin loops.

Authors:  Ramin Sakhtemani; Madusha L W Perera; Daniel Hübschmann; Reiner Siebert; Michael S Lawrence; Ashok S Bhagwat
Journal:  Nucleic Acids Res       Date:  2022-05-20       Impact factor: 19.160

Review 7.  A compendium of mutational cancer driver genes.

Authors:  Francisco Martínez-Jiménez; Ferran Muiños; Inés Sentís; Jordi Deu-Pons; Iker Reyes-Salazar; Claudia Arnedo-Pac; Loris Mularoni; Oriol Pich; Jose Bonet; Hanna Kranas; Abel Gonzalez-Perez; Nuria Lopez-Bigas
Journal:  Nat Rev Cancer       Date:  2020-08-10       Impact factor: 60.716

8.  The landscape and driver potential of site-specific hotspots across cancer genomes.

Authors:  Randi Istrup Juul; Morten Muhlig Nielsen; Malene Juul; Lars Feuerbach; Jakob Skou Pedersen
Journal:  NPJ Genom Med       Date:  2021-05-13       Impact factor: 8.617

9.  Massively parallel phenotyping of coding variants in cancer with Perturb-seq.

Authors:  Oana Ursu; James T Neal; Emily Shea; Pratiksha I Thakore; Livnat Jerby-Arnon; Lan Nguyen; Danielle Dionne; Celeste Diaz; Julia Bauman; Mariam Mounir Mosaad; Christian Fagre; April Lo; Maria McSharry; Andrew O Giacomelli; Seav Huong Ly; Orit Rozenblatt-Rosen; William C Hahn; Andrew J Aguirre; Alice H Berger; Aviv Regev; Jesse S Boehm
Journal:  Nat Biotechnol       Date:  2022-01-20       Impact factor: 68.164

10.  Functional annotation of noncoding mutations in cancer.

Authors:  Husen M Umer; Karolina Smolinska; Jan Komorowski; Claes Wadelius
Journal:  Life Sci Alliance       Date:  2021-07-19
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