Evidence map›Paper›PMID 38956208›Full record

ArticleNature genetics2024

Homopolymer switches mediate adaptive mutability in mismatch repair-deficient colorectal cancer.

Hamzeh Kayhanian, William Cross, Suzanne E M van der Horst, Panagiotis Barmpoutis, Eszter Lakatos, Giulio Caravagna, Luis Zapata, Arne Van Hoeck, Sjors Middelkamp, Kevin Litchfield and 27 more

Abstract read
In one paragraph

Article in Nature genetics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. A complete human pancreatic cancer genome.bioRxiv : the preprint server for biology · 2026
    Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Therapeutic targeting of mismatch repair-deficient cancers.Nature reviews. Clinical oncology · 2025
    Review
  10. Of Context, Quality, and Complexity: Fine-Combing Tumor Mutational Burden in Immunotherapy-Treated Cancers.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Review
  11. Review
  12. Article
  13. Human and bats genome robustness under COSMIC mutational signatures.bioRxiv : the preprint server for biology · 2024
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

37 authors.

Hamzeh Kayhanian *UCL Cancer Institute, University College London, London, UK.
William Cross *UCL Cancer Institute, University College London, London, UK.ORCID http://orcid.org/0000-0002-4794-8777
Suzanne E M van der Horst *Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.
Panagiotis Barmpoutis *UCL Cancer Institute, University College London, London, UK.ORCID http://orcid.org/0000-0003-0264-7943
Eszter Lakatos *Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden.
Giulio CaravagnaDepartment of Mathematics, Informatics and Geosciences, University of Trieste, Trieste, Italy.ORCID http://orcid.org/0000-0003-4240-3265
Luis ZapataCentre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
Arne Van HoeckOncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0002-6570-1452
Sjors MiddelkampPrincess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
Kevin LitchfieldUCL Cancer Institute, University College London, London, UK.
Christopher SteeleUCL Cancer Institute, University College London, London, UK.
William WaddinghamUCL Cancer Institute, University College London, London, UK.
Dominic PatelUCL Cancer Institute, University College London, London, UK.ORCID http://orcid.org/0000-0001-9223-6632
Salvatore MiliteDepartment of Mathematics, Informatics and Geosciences, University of Trieste, Trieste, Italy.ORCID http://orcid.org/0000-0002-0156-3636
Chen JinUCL Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK.ORCID http://orcid.org/0000-0002-2179-6445
Ann-Marie BakerCentre for Evolution and Cancer, The Institute of Cancer Research, London, UK.ORCID http://orcid.org/0000-0001-8905-9137
Daniel C AlexanderUCL Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK.ORCID http://orcid.org/0000-0003-2439-350X
Khurum KhanDepartment of Oncology, UCL Cancer Institute, University College London, London, UK.
Daniel HochhauserUCL Cancer Institute, University College London, London, UK.
Marco NovelliUCL Cancer Institute, University College London, London, UK.
Benjamin WernerCentre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK.ORCID http://orcid.org/0000-0002-6857-8699
Ruben van BoxtelOncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0003-1285-2836
Joris H HagemanOncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.
Julian R Buissant des AmorieOncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.
Josep LinaresHSL-AD, London, UK.
Marjolijn J L LigtenbergDepartment of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands.ORCID http://orcid.org/0000-0003-1290-1474
Iris D NagtegaalDepartment of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands.ORCID http://orcid.org/0000-0003-0887-4127
Miangela M LacléDepartment of Pathology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Leon M G MoonsDepartment of Gastroenterology and Hepatology, University Medical Center Utrecht, Utrecht, The Netherlands.
Lodewijk A A BrosensDepartment of Pathology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0003-1341-8994
Nischalan PillayUCL Cancer Institute, University College London, London, UK.ORCID http://orcid.org/0000-0003-0579-4105
Andrea SottorivaCentre for Evolution and Cancer, The Institute of Cancer Research, London, UK.ORCID http://orcid.org/0000-0001-6709-9533
Trevor A GrahamCentre for Evolution and Cancer, The Institute of Cancer Research, London, UK.ORCID http://orcid.org/0000-0001-9582-1597
Manuel Rodriguez-JustoUCL Cancer Institute, University College London, London, UK.ORCID http://orcid.org/0000-0001-5007-1761
Kai-Keen ShiuUCL Cancer Institute, University College London, London, UK.
Hugo J G SnippertOncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands. h.j.g.snippert@umcutrecht.nl.ORCID http://orcid.org/0000-0002-4189-5213
Marnix JansenUCL Cancer Institute, University College London, London, UK. m.jansen@ucl.ac.uk.ORCID http://orcid.org/0000-0003-0645-564X

Funding

Cancer Research UK (CRUK) A22745Rosetrees Trust 100045Wellcome Trust
6 · The paper itself

Abstract

Mismatch repair (MMR)-deficient cancer evolves through the stepwise erosion of coding homopolymers in target genes. Curiously, the MMR genes MutS homolog 6 (MSH6) and MutS homolog 3 (MSH3) also contain coding homopolymers, and these are frequent mutational targets in MMR-deficient cancers. The impact of incremental MMR mutations on MMR-deficient cancer evolution is unknown. Here we show that microsatellite instability modulates DNA repair by toggling hypermutable mononucleotide homopolymer runs in MSH6 and MSH3 through stochastic frameshift switching. Spontaneous mutation and reversion modulate subclonal mutation rate, mutation bias and HLA and neoantigen diversity. Patient-derived organoids corroborate these observations and show that MMR homopolymer sequences drift back into reading frame in the absence of immune selection, suggesting a fitness cost of elevated mutation rates. Combined experimental and simulation studies demonstrate that subclonal immune selection favors incremental MMR mutations. Overall, our data demonstrate that MMR-deficient colorectal cancers fuel intratumor heterogeneity by adapting subclonal mutation rate and diversity to immune selection.

Indexed as

Colorectal NeoplasmsDNA Mismatch RepairMicrosatellite InstabilityDNA-Binding ProteinsFrameshift MutationHumansMutationMutation RateMutS Homolog 3 ProteinDNA-Binding ProteinsG-T mismatch-binding proteinMSH3 protein, humanMutS Homolog 3 Protein

Identifiers

PMID38956208
PMCPMC11250277

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.