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Record W3110672426 · doi:10.1158/2159-8290.cd-20-0790

DNA Polymerase and Mismatch Repair Exert Distinct Microsatellite Instability Signatures in Normal and Malignant Human Cells

2020· article· en· W3110672426 on OpenAlexafffund
Jiil Chung, Yosef E. Maruvka, Sumedha Sudhaman, Jacalyn Kelly, Nicholas J. Haradhvala, Vanessa Bianchi, Melissa Edwards, Victoria J. Forster, Nuno M. Nunes, Melissa A. Galati, Martin Komosa, Shriya Deshmukh, Vanja Cabric, Scott Davidson, Matthew Zatzman, Nicholas Light, Reid Hayes, Ledia Brunga, Nathaniel D. Anderson, Ben Ho, Karl P. Hodel, Robert Siddaway, A. Sorana Morrissy, Daniel C. Bowers, Valérie Larouche, Annika Bronsema, Michael Osborn, Kristina A. Cole, Enrico Opocher, Gary Mason, Gregory A. Thomas, Ben George, David S. Ziegler, Scott Lindhorst, Magimairajan Vanan, Michal Yalon-Oren, Alyssa Reddy, Maura Massimino, Patrick Tomboc, An Van Damme, Alexander Lossos, Carol Durno, Melyssa Aronson, Daniel A. Morgenstern, Éric Bouffet, Annie Huang, Michael D. Taylor, Anita Villani, David Malkin, Cynthia Hawkins, Zachary F. Pursell, Adam Shlien, Thomas A. Kunkel, Gad Getz, Uri Tabori

Bibliographic record

VenueCancer Discovery · 2020
Typearticle
Languageen
FieldMedicine
TopicGenetic factors in colorectal cancer
Canadian institutionsResearch Institute in Oncology and HematologyMount Sinai HospitalCancerCare ManitobaUniversité LavalAlberta Children's HospitalHôtel-Dieu de QuébecMcGill UniversityUniversity of CalgaryMcGill University Health CentreHospital for Sick ChildrenUniversity of Toronto
FundersNational Institute of General Medical SciencesNational Institute of Environmental Health SciencesCanadian Institutes of Health ResearchStand Up To Cancer
KeywordsMicrosatellite instabilityBiologyDNA mismatch repairProofreadingIndelDNA repairGeneticsDNA replicationGenome instabilityPolymeraseDNA polymeraseComputational biologyCancer researchMicrosatelliteDNAGeneDNA damageAlleleGenotypeSingle-nucleotide polymorphism

Abstract

fetched live from OpenAlex

Abstract Although replication repair deficiency, either by mismatch repair deficiency (MMRD) and/or loss of DNA polymerase proofreading, can cause hypermutation in cancer, microsatellite instability (MSI) is considered a hallmark of MMRD alone. By genome-wide analysis of tumors with germline and somatic deficiencies in replication repair, we reveal a novel association between loss of polymerase proofreading and MSI, especially when both components are lost. Analysis of indels in microsatellites (MS-indels) identified five distinct signatures (MS-sigs). MMRD MS-sigs are dominated by multibase losses, whereas mutant-polymerase MS-sigs contain primarily single-base gains. MS deletions in MMRD tumors depend on the original size of the MS and converge to a preferred length, providing mechanistic insight. Finally, we demonstrate that MS-sigs can be a powerful clinical tool for managing individuals with germline MMRD and replication repair–deficient cancers, as they can detect the replication repair deficiency in normal cells and predict their response to immunotherapy. Significance: Exome- and genome-wide MSI analysis reveals novel signatures that are uniquely attributed to mismatch repair and DNA polymerase. This provides new mechanistic insight into MS maintenance and can be applied clinically for diagnosis of replication repair deficiency and immunotherapy response prediction. This article is highlighted in the In This Issue feature, p. 995

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.162
Threshold uncertainty score0.871

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.264
Teacher spread0.247 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations86
Published2020
Admission routes2
Has abstractyes

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