Enzyme family-centred approach identifies helicases as recurrent hemizygous tumour suppressor genes
Karolin VoßgröneiD, Francesco FaveroiD, Krushanka Kashyap, Francisco German Rodriguez GonzaleziD, André Vidas OlseniD, Xin LiiD, Balca R. MardiniD, Joachim WeischenfeldtiD, Claus Storgaard SørenseniD
Abstract
An important goal in cancer research is to identify driver genes and mutations. Reasoning that such mutations often alter enzymatic functions, we investigated the cancer driver role of enzyme families. Using pan-cancer genomic data and established driver mutation catalogues, we found an unexpectedly high rate of mutations in helicases, making helicases the most frequently mutated enzyme family in cancer. Based on both functional perturbation screens and cancer genomic analyses, we provide evidence that cancers with mutated helicases converge on increased genomic instability and faulty DNA repair. We identify a striking phenotype in cells with loss of the helicase Aquarius (AQR). AQR was exclusively hemizygous lost in cancer genomes, which was associated with elevated levels of structural variants and point mutation signatures indicative of homologous recombination deficiency. Finally, we leverage large dependency maps to show that hemizygous loss is a common tumour suppression mechanism among helicases. In summary, we uncover a striking frequency of mutated helicases with key roles in genomic maintenance, and we nominate novel hemizygous cancer driver genes including AQR.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- FWCI
- 0.00
- Field percentile
- 8th percentile
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Cancer Histone Mutations Impact Binding and DNA Repair Processes, Leading to Increased Mutagenesis
Daniel Espiritu, Yiru Sheng, … Anna R. Panchenko·Nucleic Acids ResearchPeer-reviewed·Aug 27, 2025
- Truncation and Motif Based Pan-Cancer Analysis Highlights Novel Tumor Suppressing Kinases.
Andrew M. Hudson, Natalie L. Stephenson, … John Brognard·bioRxiv·Jan 27, 2018
- Functional and genetic determinants of mutation rate variability in regulatory elements of cancer genomes
Christian A. Lee, Diala Abd-Rabbo, Jüri Reimand·Genome biologyPeer-reviewed·May 3, 2021
- Protein structural context of cancer mutations reveals molecular mechanisms and identifies novel candidate driver genes
Diego Chillón Pino, Mihaly Badonyi, … Joseph A. Marsh·bioRxiv·Mar 21, 2024
- A CATH domain functional family based approach to identify putative cancer driver genes and driver mutations
Paul Ashford, Camilla Pang, … Christine Anne Orengo·Scientific ReportsPeer-reviewed·Jan 22, 2019
- Mutational likeliness and entropy help to identify driver mutations and their functional role in cancer
Giorgio Mattiuz, Salvatore Di Giorgio, … Silvestro G Conticello·bioRxiv·Jun 26, 2018