Literature DB >> 30971826

Prioritization of cancer therapeutic targets using CRISPR-Cas9 screens.

Fiona M Behan1,2, Francesco Iorio1,2,3, Gabriele Picco1, Kosuke Yusa4,5,6, Mathew J Garnett7,8, Emanuel Gonçalves1, Charlotte M Beaver1, Giorgia Migliardi9,10, Rita Santos11, Yanhua Rao12, Francesco Sassi9, Marika Pinnelli9,10, Rizwan Ansari1, Sarah Harper1, David Adam Jackson1, Rebecca McRae1, Rachel Pooley1, Piers Wilkinson1, Dieudonne van der Meer1, David Dow2,11, Carolyn Buser-Doepner2,12, Andrea Bertotti9,10, Livio Trusolino9,10, Euan A Stronach2,11, Julio Saez-Rodriguez2,3,13,14,15.   

Abstract

Functional genomics approaches can overcome limitations-such as the lack of identification of robust targets and poor clinical efficacy-that hamper cancer drug development. Here we performed genome-scale CRISPR-Cas9 screens in 324 human cancer cell lines from 30 cancer types and developed a data-driven framework to prioritize candidates for cancer therapeutics. We integrated cell fitness effects with genomic biomarkers and target tractability for drug development to systematically prioritize new targets in defined tissues and genotypes. We verified one of our most promising dependencies, the Werner syndrome ATP-dependent helicase, as a synthetic lethal target in tumours from multiple cancer types with microsatellite instability. Our analysis provides a resource of cancer dependencies, generates a framework to prioritize cancer drug targets and suggests specific new targets. The principles described in this study can inform the initial stages of drug development by contributing to a new, diverse and more effective portfolio of cancer drug targets.

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Year:  2019        PMID: 30971826     DOI: 10.1038/s41586-019-1103-9

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  43 in total

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Authors:  Michael Hay; David W Thomas; John L Craighead; Celia Economides; Jesse Rosenthal
Journal:  Nat Biotechnol       Date:  2014-01       Impact factor: 54.908

2.  Genetic screens in human cells using the CRISPR-Cas9 system.

Authors:  Tim Wang; Jenny J Wei; David M Sabatini; Eric S Lander
Journal:  Science       Date:  2013-12-12       Impact factor: 47.728

3.  High-Resolution CRISPR Screens Reveal Fitness Genes and Genotype-Specific Cancer Liabilities.

Authors:  Traver Hart; Megha Chandrashekhar; Michael Aregger; Zachary Steinhart; Kevin R Brown; Graham MacLeod; Monika Mis; Michal Zimmermann; Amelie Fradet-Turcotte; Song Sun; Patricia Mero; Peter Dirks; Sachdev Sidhu; Frederick P Roth; Olivia S Rissland; Daniel Durocher; Stephane Angers; Jason Moffat
Journal:  Cell       Date:  2015-11-25       Impact factor: 41.582

Review 4.  Genomics-driven oncology: framework for an emerging paradigm.

Authors:  Levi A Garraway
Journal:  J Clin Oncol       Date:  2013-04-15       Impact factor: 44.544

5.  Genome-wide recessive genetic screening in mammalian cells with a lentiviral CRISPR-guide RNA library.

Authors:  Hiroko Koike-Yusa; Yilong Li; E-Pien Tan; Martin Del Castillo Velasco-Herrera; Kosuke Yusa
Journal:  Nat Biotechnol       Date:  2013-12-23       Impact factor: 54.908

6.  A Landscape of Pharmacogenomic Interactions in Cancer.

Authors:  Francesco Iorio; Theo A Knijnenburg; Daniel J Vis; Graham R Bignell; Michael P Menden; Michael Schubert; Nanne Aben; Emanuel Gonçalves; Syd Barthorpe; Howard Lightfoot; Thomas Cokelaer; Patricia Greninger; Ewald van Dyk; Han Chang; Heshani de Silva; Holger Heyn; Xianming Deng; Regina K Egan; Qingsong Liu; Tatiana Mironenko; Xeni Mitropoulos; Laura Richardson; Jinhua Wang; Tinghu Zhang; Sebastian Moran; Sergi Sayols; Maryam Soleimani; David Tamborero; Nuria Lopez-Bigas; Petra Ross-Macdonald; Manel Esteller; Nathanael S Gray; Daniel A Haber; Michael R Stratton; Cyril H Benes; Lodewyk F A Wessels; Julio Saez-Rodriguez; Ultan McDermott; Mathew J Garnett
Journal:  Cell       Date:  2016-07-07       Impact factor: 41.582

7.  A CRISPR Dropout Screen Identifies Genetic Vulnerabilities and Therapeutic Targets in Acute Myeloid Leukemia.

Authors:  Konstantinos Tzelepis; Hiroko Koike-Yusa; Etienne De Braekeleer; Yilong Li; Emmanouil Metzakopian; Oliver M Dovey; Annalisa Mupo; Vera Grinkevich; Meng Li; Milena Mazan; Malgorzata Gozdecka; Shuhei Ohnishi; Jonathan Cooper; Miten Patel; Thomas McKerrell; Bin Chen; Ana Filipa Domingues; Paolo Gallipoli; Sarah Teichmann; Hannes Ponstingl; Ultan McDermott; Julio Saez-Rodriguez; Brian J P Huntly; Francesco Iorio; Cristina Pina; George S Vassiliou; Kosuke Yusa
Journal:  Cell Rep       Date:  2016-10-18       Impact factor: 9.423

8.  Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients.

Authors:  Ahmet Zehir; Ryma Benayed; Ronak H Shah; Aijazuddin Syed; Sumit Middha; Hyunjae R Kim; Preethi Srinivasan; Jianjiong Gao; Debyani Chakravarty; Sean M Devlin; Matthew D Hellmann; David A Barron; Alison M Schram; Meera Hameed; Snjezana Dogan; Dara S Ross; Jaclyn F Hechtman; Deborah F DeLair; JinJuan Yao; Diana L Mandelker; Donavan T Cheng; Raghu Chandramohan; Abhinita S Mohanty; Ryan N Ptashkin; Gowtham Jayakumaran; Meera Prasad; Mustafa H Syed; Anoop Balakrishnan Rema; Zhen Y Liu; Khedoudja Nafa; Laetitia Borsu; Justyna Sadowska; Jacklyn Casanova; Ruben Bacares; Iwona J Kiecka; Anna Razumova; Julie B Son; Lisa Stewart; Tessara Baldi; Kerry A Mullaney; Hikmat Al-Ahmadie; Efsevia Vakiani; Adam A Abeshouse; Alexander V Penson; Philip Jonsson; Niedzica Camacho; Matthew T Chang; Helen H Won; Benjamin E Gross; Ritika Kundra; Zachary J Heins; Hsiao-Wei Chen; Sarah Phillips; Hongxin Zhang; Jiaojiao Wang; Angelica Ochoa; Jonathan Wills; Michael Eubank; Stacy B Thomas; Stuart M Gardos; Dalicia N Reales; Jesse Galle; Robert Durany; Roy Cambria; Wassim Abida; Andrea Cercek; Darren R Feldman; Mrinal M Gounder; A Ari Hakimi; James J Harding; Gopa Iyer; Yelena Y Janjigian; Emmet J Jordan; Ciara M Kelly; Maeve A Lowery; Luc G T Morris; Antonio M Omuro; Nitya Raj; Pedram Razavi; Alexander N Shoushtari; Neerav Shukla; Tara E Soumerai; Anna M Varghese; Rona Yaeger; Jonathan Coleman; Bernard Bochner; Gregory J Riely; Leonard B Saltz; Howard I Scher; Paul J Sabbatini; Mark E Robson; David S Klimstra; Barry S Taylor; Jose Baselga; Nikolaus Schultz; David M Hyman; Maria E Arcila; David B Solit; Marc Ladanyi; Michael F Berger
Journal:  Nat Med       Date:  2017-05-08       Impact factor: 53.440

9.  Computational correction of copy number effect improves specificity of CRISPR-Cas9 essentiality screens in cancer cells.

Authors:  Robin M Meyers; Jordan G Bryan; James M McFarland; Barbara A Weir; Ann E Sizemore; Han Xu; Neekesh V Dharia; Phillip G Montgomery; Glenn S Cowley; Sasha Pantel; Amy Goodale; Yenarae Lee; Levi D Ali; Guozhi Jiang; Rakela Lubonja; William F Harrington; Matthew Strickland; Ting Wu; Derek C Hawes; Victor A Zhivich; Meghan R Wyatt; Zohra Kalani; Jaime J Chang; Michael Okamoto; Kimberly Stegmaier; Todd R Golub; Jesse S Boehm; Francisca Vazquez; David E Root; William C Hahn; Aviad Tsherniak
Journal:  Nat Genet       Date:  2017-10-30       Impact factor: 38.330

10.  Cell Model Passports-a hub for clinical, genetic and functional datasets of preclinical cancer models.

Authors:  Dieudonne van der Meer; Syd Barthorpe; Wanjuan Yang; Howard Lightfoot; Caitlin Hall; James Gilbert; Hayley E Francies; Mathew J Garnett
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 19.160

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  279 in total

Review 1.  Targeting DNA repair in cancer: current state and novel approaches.

Authors:  Apostolos Klinakis; Dimitris Karagiannis; Theodoros Rampias
Journal:  Cell Mol Life Sci       Date:  2019-10-14       Impact factor: 9.261

Review 2.  Looking beyond the hype: Applied AI and machine learning in translational medicine.

Authors:  Tzen S Toh; Frank Dondelinger; Dennis Wang
Journal:  EBioMedicine       Date:  2019-08-26       Impact factor: 8.143

3.  Evolutionary dependencies show paths to cancer development.

Authors:  Martin S Taylor
Journal:  Nat Genet       Date:  2020-11       Impact factor: 38.330

Review 4.  Population Dynamics in Cell Death: Mechanisms of Propagation.

Authors:  Michelle Riegman; Michelle S Bradbury; Michael Overholtzer
Journal:  Trends Cancer       Date:  2019-08-15

5.  Multilayered VBC score predicts sgRNAs that efficiently generate loss-of-function alleles.

Authors:  Georg Michlits; Julian Jude; Matthias Hinterndorfer; Melanie de Almeida; Gintautas Vainorius; Maria Hubmann; Tobias Neumann; Alexander Schleiffer; Thomas Rainer Burkard; Michaela Fellner; Max Gijsbertsen; Anna Traunbauer; Johannes Zuber; Ulrich Elling
Journal:  Nat Methods       Date:  2020-06-08       Impact factor: 28.547

6.  Pharmacogenomics for immunotherapy and immune-related cardiotoxicity.

Authors:  Jessica A Castrillon; Charis Eng; Feixiong Cheng
Journal:  Hum Mol Genet       Date:  2020-10-20       Impact factor: 6.150

7.  Integrative analysis of large-scale loss-of-function screens identifies robust cancer-associated genetic interactions.

Authors:  Christopher J Lord; Niall Quinn; Colm J Ryan
Journal:  Elife       Date:  2020-05-28       Impact factor: 8.140

8.  Quantitative Proteomics of the Cancer Cell Line Encyclopedia.

Authors:  David P Nusinow; John Szpyt; Mahmoud Ghandi; Christopher M Rose; E Robert McDonald; Marian Kalocsay; Judit Jané-Valbuena; Ellen Gelfand; Devin K Schweppe; Mark Jedrychowski; Javad Golji; Dale A Porter; Tomas Rejtar; Y Karen Wang; Gregory V Kryukov; Frank Stegmeier; Brian K Erickson; Levi A Garraway; William R Sellers; Steven P Gygi
Journal:  Cell       Date:  2020-01-23       Impact factor: 41.582

Review 9.  Synthetic lethality as an engine for cancer drug target discovery.

Authors:  Alan Huang; Levi A Garraway; Alan Ashworth; Barbara Weber
Journal:  Nat Rev Drug Discov       Date:  2019-11-11       Impact factor: 84.694

10.  Chromatin Looping Shapes KLF5-Dependent Transcriptional Programs in Human Epithelial Cancers.

Authors:  Yanli Liu; Bingqian Guo; Estrella Aguilera-Jimenez; Vivian S Chu; Jin Zhou; Zhong Wu; Joshua M Francis; Xiaojun Yang; Peter S Choi; Swneke D Bailey; Xiaoyang Zhang
Journal:  Cancer Res       Date:  2020-10-28       Impact factor: 12.701

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