IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-49450-3.html
   My bibliography  Save this article

In vivo CRISPR screens reveal SCAF1 and USP15 as drivers of pancreatic cancer

Author

Listed:
  • Sebastien Martinez

    (Mount Sinai Hospital)

  • Shifei Wu

    (Mount Sinai Hospital
    University of Toronto)

  • Michael Geuenich

    (Mount Sinai Hospital
    University of Toronto)

  • Ahmad Malik

    (Mount Sinai Hospital
    University of Toronto)

  • Ramona Weber

    (University of Zurich)

  • Tristan Woo

    (University Health Network)

  • Amy Zhang

    (Ontario Institute for Cancer Research)

  • Gun Ho Jang

    (Ontario Institute for Cancer Research)

  • Dzana Dervovic

    (Mount Sinai Hospital)

  • Khalid N. Al-Zahrani

    (Mount Sinai Hospital)

  • Ricky Tsai

    (Mount Sinai Hospital)

  • Nassima Fodil

    (McGill University)

  • Philippe Gros

    (McGill University)

  • Steven Gallinger

    (Mount Sinai Hospital
    Ontario Institute for Cancer Research)

  • G. Gregory Neely

    (The University of Sydney)

  • Faiyaz Notta

    (University Health Network
    Ontario Institute for Cancer Research)

  • Ataman Sendoel

    (University of Zurich)

  • Kieran Campbell

    (Mount Sinai Hospital
    University of Toronto)

  • Ulrich Elling

    (Vienna BioCenter (VBC))

  • Daniel Schramek

    (Mount Sinai Hospital
    University of Toronto)

Abstract

Functionally characterizing the genetic alterations that drive pancreatic cancer is a prerequisite for precision medicine. Here, we perform somatic CRISPR/Cas9 mutagenesis screens to assess the transforming potential of 125 recurrently mutated pancreatic cancer genes, which revealed USP15 and SCAF1 as pancreatic tumor suppressors. Mechanistically, we find that USP15 functions in a haploinsufficient manner and that loss of USP15 or SCAF1 leads to reduced inflammatory TNFα, TGF-β and IL6 responses and increased sensitivity to PARP inhibition and Gemcitabine. Furthermore, we find that loss of SCAF1 leads to the formation of a truncated, inactive USP15 isoform at the expense of full-length USP15, functionally coupling SCAF1 and USP15. Notably, USP15 and SCAF1 alterations are observed in 31% of pancreatic cancer patients. Our results highlight the utility of in vivo CRISPR screens to integrate human cancer genomics and mouse modeling for the discovery of cancer driver genes with potential prognostic and therapeutic implications.

Suggested Citation

  • Sebastien Martinez & Shifei Wu & Michael Geuenich & Ahmad Malik & Ramona Weber & Tristan Woo & Amy Zhang & Gun Ho Jang & Dzana Dervovic & Khalid N. Al-Zahrani & Ricky Tsai & Nassima Fodil & Philippe G, 2024. "In vivo CRISPR screens reveal SCAF1 and USP15 as drivers of pancreatic cancer," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-49450-3
    DOI: 10.1038/s41467-024-49450-3
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-49450-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-49450-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Faiyaz Notta & Michelle Chan-Seng-Yue & Mathieu Lemire & Yilong Li & Gavin W. Wilson & Ashton A. Connor & Robert E. Denroche & Sheng-Ben Liang & Andrew M. K. Brown & Jaeseung C. Kim & Tao Wang & Jared, 2016. "A renewed model of pancreatic cancer evolution based on genomic rearrangement patterns," Nature, Nature, vol. 538(7625), pages 378-382, October.
    2. Yihan Peng & Qingchao Liao & Wei Tan & Changmin Peng & Zhaohua Hu & Yali Chen & Zhuqing Li & Jing Li & Bei Zhen & Wenge Zhu & Xiangpan Li & Yi Yao & Qibin Song & Chengsheng Liu & Xiangdong Qi & Fuchu , 2019. "The deubiquitylating enzyme USP15 regulates homologous recombination repair and cancer cell response to PARP inhibitors," Nature Communications, Nature, vol. 10(1), pages 1-15, December.
    3. Rameen Beroukhim & Craig H. Mermel & Dale Porter & Guo Wei & Soumya Raychaudhuri & Jerry Donovan & Jordi Barretina & Jesse S. Boehm & Jennifer Dobson & Mitsuyoshi Urashima & Kevin T. Mc Henry & Reid M, 2010. "The landscape of somatic copy-number alteration across human cancers," Nature, Nature, vol. 463(7283), pages 899-905, February.
    4. Roman Maresch & Sebastian Mueller & Christian Veltkamp & Rupert Öllinger & Mathias Friedrich & Irina Heid & Katja Steiger & Julia Weber & Thomas Engleitner & Maxim Barenboim & Sabine Klein & Sandra Lo, 2016. "Multiplexed pancreatic genome engineering and cancer induction by transfection-based CRISPR/Cas9 delivery in mice," Nature Communications, Nature, vol. 7(1), pages 1-13, April.
    5. Andrew V. Biankin & Nicola Waddell & Karin S. Kassahn & Marie-Claude Gingras & Lakshmi B. Muthuswamy & Amber L. Johns & David K. Miller & Peter J. Wilson & Ann-Marie Patch & Jianmin Wu & David K. Chan, 2012. "Pancreatic cancer genomes reveal aberrations in axon guidance pathway genes," Nature, Nature, vol. 491(7424), pages 399-405, November.
    6. Robert L. Yauch & Stephen E. Gould & Suzie J. Scales & Tracy Tang & Hua Tian & Christina P. Ahn & Derek Marshall & Ling Fu & Thomas Januario & Dara Kallop & Michelle Nannini-Pepe & Karen Kotkow & Jame, 2008. "A paracrine requirement for hedgehog signalling in cancer," Nature, Nature, vol. 455(7211), pages 406-410, September.
    7. Sarah P. Thayer & Marina Pasca di Magliano & Patrick W. Heiser & Corinne M. Nielsen & Drucilla J. Roberts & Gregory Y. Lauwers & Yan Ping Qi & Stephan Gysin & Carlos Fernández-del Castillo & Vijay Yaj, 2003. "Hedgehog is an early and late mediator of pancreatic cancer tumorigenesis," Nature, Nature, vol. 425(6960), pages 851-856, October.
    8. Nathan F. Schachter & Jessica R. Adams & Patryk Skowron & Katelyn. J. Kozma & Christian A. Lee & Nandini Raghuram & Joanna Yang & Amanda J. Loch & Wei Wang & Aaron Kucharczuk & Katherine L. Wright & R, 2021. "Single allele loss-of-function mutations select and sculpt conditional cooperative networks in breast cancer," Nature Communications, Nature, vol. 12(1), pages 1-19, December.
    9. Sylvie M. Noordermeer & Salomé Adam & Dheva Setiaputra & Marco Barazas & Stephen J. Pettitt & Alexanda K. Ling & Michele Olivieri & Alejandro Álvarez-Quilón & Nathalie Moatti & Michal Zimmermann & Ste, 2018. "The shieldin complex mediates 53BP1-dependent DNA repair," Nature, Nature, vol. 560(7716), pages 117-121, August.
    10. Peter Bailey & David K. Chang & Katia Nones & Amber L. Johns & Ann-Marie Patch & Marie-Claude Gingras & David K. Miller & Angelika N. Christ & Tim J. C. Bruxner & Michael C. Quinn & Craig Nourse & L. , 2016. "Genomic analyses identify molecular subtypes of pancreatic cancer," Nature, Nature, vol. 531(7592), pages 47-52, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. James T. Topham & Erica S. Tsang & Joanna M. Karasinska & Andrew Metcalfe & Hassan Ali & Steve E. Kalloger & Veronika Csizmok & Laura M. Williamson & Emma Titmuss & Karina Nielsen & Gian Luca Negri & , 2022. "Integrative analysis of KRAS wildtype metastatic pancreatic ductal adenocarcinoma reveals mutation and expression-based similarities to cholangiocarcinoma," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    2. Haochen Zhang & Elias-Ramzey Karnoub & Shigeaki Umeda & Ronan Chaligné & Ignas Masilionis & Caitlin A. McIntyre & Palash Sashittal & Akimasa Hayashi & Amanda Zucker & Katelyn Mullen & Jungeui Hong & A, 2023. "Application of high-throughput single-nucleus DNA sequencing in pancreatic cancer," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    3. Hongjuan Yao & Wenping Song & Rui Cao & Cheng Ye & Li Zhang & Hebing Chen & Junting Wang & Yuchen Shi & Rui Li & Yi Li & Xiujun Liu & Xiaofei Zhou & Rongguang Shao & Liang Li, 2022. "An EGFR/HER2-targeted conjugate sensitizes gemcitabine-sensitive and resistant pancreatic cancer through different SMAD4-mediated mechanisms," Nature Communications, Nature, vol. 13(1), pages 1-24, December.
    4. Michelle Maurin & Mohammadreza Ranjouri & Cristina Megino-Luque & Justin Y. Newberg & Dongliang Du & Katelyn Martin & Robert E. Miner & Mollie S. Prater & Dave Keng Boon Wee & Barbara Centeno & Shondr, 2023. "RBFOX2 deregulation promotes pancreatic cancer progression and metastasis through alternative splicing," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    5. Bárbara Andrade Barbosa & Saskia D. Asten & Ji Won Oh & Arantza Farina-Sarasqueta & Joanne Verheij & Frederike Dijk & Hanneke W. M. Laarhoven & Bauke Ylstra & Juan J. Garcia Vallejo & Mark A. Wiel & Y, 2021. "Bayesian log-normal deconvolution for enhanced in silico microdissection of bulk gene expression data," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    6. Andrea Lopez & Denis E. Reyna & Nadege Gitego & Felix Kopp & Hua Zhou & Miguel A. Miranda-Roman & Lars Ulrik Nordstrøm & Swathi-Rao Narayanagari & Ping Chi & Eduardo Vilar & Aristotelis Tsirigos & Evr, 2022. "Co-targeting of BAX and BCL-XL proteins broadly overcomes resistance to apoptosis in cancer," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    7. Nikolaos Parisis & Pablo D. Dans & Muhammad Jbara & Balveer Singh & Diane Schausi-Tiffoche & Diego Molina-Serrano & Isabelle Brun-Heath & Denisa Hendrychová & Suman Kumar Maity & Diana Buitrago & Rafa, 2023. "Histone H3 serine-57 is a CHK1 substrate whose phosphorylation affects DNA repair," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    8. Shigekazu Murakami & Shannon M. White & Alec T. McIntosh & Chan D. K. Nguyen & Chunling Yi, 2023. "Spontaneously evolved progenitor niches escape Yap oncogene addiction in advanced pancreatic ductal adenocarcinomas," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    9. Jonathan J. Swietlik & Stefanie Bärthel & Chiara Falcomatà & Diana Fink & Ankit Sinha & Jingyuan Cheng & Stefan Ebner & Peter Landgraf & Daniela C. Dieterich & Henrik Daub & Dieter Saur & Felix Meissn, 2023. "Cell-selective proteomics segregates pancreatic cancer subtypes by extracellular proteins in tumors and circulation," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    10. Gregor Werba & Daniel Weissinger & Emily A. Kawaler & Ende Zhao & Despoina Kalfakakou & Surajit Dhara & Lidong Wang & Heather B. Lim & Grace Oh & Xiaohong Jing & Nina Beri & Lauren Khanna & Tamas Gond, 2023. "Single-cell RNA sequencing reveals the effects of chemotherapy on human pancreatic adenocarcinoma and its tumor microenvironment," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    11. Inés Paniagua & Zainab Tayeh & Mattia Falcone & Santiago Hernández Pérez & Aurora Cerutti & Jacqueline J. L. Jacobs, 2022. "MAD2L2 promotes replication fork protection and recovery in a shieldin-independent and REV3L-dependent manner," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    12. Jérémy Guillot & Chloé Dominici & Adrien Lucchesi & Huyen Thi Trang Nguyen & Angélique Puget & Mélanie Hocine & Martha M. Rangel-Sosa & Milesa Simic & Jérémy Nigri & Fabienne Guillaumond & Martin Bigo, 2022. "Sympathetic axonal sprouting induces changes in macrophage populations and protects against pancreatic cancer," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    13. Sumin Feng & Sai Ma & Kejiao Li & Shengxian Gao & Shaokai Ning & Jinfeng Shang & Ruiyuan Guo & Yingying Chen & Britny Blumenfeld & Itamar Simon & Qing Li & Rong Guo & Dongyi Xu, 2022. "RIF1-ASF1-mediated high-order chromatin structure safeguards genome integrity," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    14. Estelle Vincendeau & Wenming Wei & Xuefei Zhang & Cyril Planchais & Wei Yu & Hélène Lenden-Hasse & Thomas Cokelaer & Juliana Pipoli da Fonseca & Hugo Mouquet & David J. Adams & Frederick W. Alt & Step, 2022. "SHLD1 is dispensable for 53BP1-dependent V(D)J recombination but critical for productive class switch recombination," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    15. S. Randriamanantsoa & A. Papargyriou & H. C. Maurer & K. Peschke & M. Schuster & G. Zecchin & K. Steiger & R. Öllinger & D. Saur & C. Scheel & R. Rad & E. Hannezo & M. Reichert & A. R. Bausch, 2022. "Spatiotemporal dynamics of self-organized branching in pancreas-derived organoids," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    16. Yalan Deng & Xianghou Xia & Yang Zhao & Zilong Zhao & Consuelo Martinez & Wenjuan Yin & Jun Yao & Qinglei Hang & Weiche Wu & Jie Zhang & Yang Yu & Weiya Xia & Fan Yao & Di Zhao & Yutong Sun & Haoqiang, 2021. "Glucocorticoid receptor regulates PD-L1 and MHC-I in pancreatic cancer cells to promote immune evasion and immunotherapy resistance," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    17. Martina Minoli & Thomas Cantore & Daniel Hanhart & Mirjam Kiener & Tarcisio Fedrizzi & Federico La Manna & Sofia Karkampouna & Panagiotis Chouvardas & Vera Genitsch & Antonio Rodriguez-Calero & Eva Co, 2023. "Bladder cancer organoids as a functional system to model different disease stages and therapy response," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    18. Zhe Jiang & YoungJun Ju & Amjad Ali & Philip E. D. Chung & Patryk Skowron & Dong-Yu Wang & Mariusz Shrestha & Huiqin Li & Jeff C. Liu & Ioulia Vorobieva & Ronak Ghanbari-Azarnier & Ethel Mwewa & Maria, 2023. "Distinct shared and compartment-enriched oncogenic networks drive primary versus metastatic breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    19. Yuandi Gao & Laure Guitton-Sert & Julien Dessapt & Yan Coulombe & Amélie Rodrigue & Larissa Milano & Andréanne Blondeau & Nicolai Balle Larsen & Julien P. Duxin & Samer Hussein & Amélie Fradet-Turcott, 2023. "A CRISPR-Cas9 screen identifies EXO1 as a formaldehyde resistance gene," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    20. Shixiang Wang & Chen-Yi Wu & Ming-Ming He & Jia-Xin Yong & Yan-Xing Chen & Li-Mei Qian & Jin-Ling Zhang & Zhao-Lei Zeng & Rui-Hua Xu & Feng Wang & Qi Zhao, 2024. "Machine learning-based extrachromosomal DNA identification in large-scale cohorts reveals its clinical implications in cancer," Nature Communications, Nature, vol. 15(1), pages 1-17, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-49450-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.