The shared frameshift mutation landscape of microsatellite-unstable cancers suggests immunoediting during tumor evolution

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作者
Alexej Ballhausen
Moritz Jakob Przybilla
Michael Jendrusch
Saskia Haupt
Elisabeth Pfaffendorf
Florian Seidler
Johannes Witt
Alejandro Hernandez Sanchez
Katharina Urban
Markus Draxlbauer
Sonja Krausert
Aysel Ahadova
Martin Simon Kalteis
Pauline L. Pfuderer
Daniel Heid
Damian Stichel
Johannes Gebert
Maria Bonsack
Sarah Schott
Hendrik Bläker
Toni Seppälä
Jukka-Pekka Mecklin
Sanne Ten Broeke
Maartje Nielsen
Vincent Heuveline
Julia Krzykalla
Axel Benner
Angelika Beate Riemer
Magnus von Knebel Doeberitz
Matthias Kloor
机构
[1] University of Heidelberg,Department of Applied Tumor Biology, Institute of Pathology
[2] German Cancer Research Center (DKFZ),Collaboration Unit Applied Tumor Biology
[3] Heidelberg University Hospital and EMBL,Molecular Medicine Partnership Unit (MMPU)
[4] Heidelberg University,Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR)
[5] German Cancer Research Center (DKFZ),Clinical Cooperation Unit Neuropathology
[6] German Cancer Research Center (DKFZ),Immunotherapy and Immunoprevention
[7] German Center for Infection Research (DZIF),Molecular Vaccine Design
[8] partner site Heidelberg,Faculty of Biosciences
[9] Heidelberg University,Department of Obstetrics and Gynecology
[10] University Hospital Heidelberg,Institute of Pathology
[11] University Hospital Leipzig,Department of Gastrointestinal Surgery
[12] Helsinki University Hospital and University of Helsinki,Department of Education and Research
[13] Central Finland Central Hospital,Department of Sports and Health Sciences
[14] University of Jyväskylä,Department of Clinical Genetics
[15] Leiden University Medical Center,Division of Biostatistics
[16] German Cancer Research Center (DKFZ),undefined
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摘要
The immune system can recognize and attack cancer cells, especially those with a high load of mutation-induced neoantigens. Such neoantigens are abundant in DNA mismatch repair (MMR)-deficient, microsatellite-unstable (MSI) cancers. MMR deficiency leads to insertion/deletion (indel) mutations at coding microsatellites (cMS) and to neoantigen-inducing translational frameshifts. Here, we develop a tool to quantify frameshift mutations in MSI colorectal and endometrial cancer. Our results show that frameshift mutation frequency is negatively correlated to the predicted immunogenicity of the resulting peptides, suggesting counterselection of cell clones with highly immunogenic frameshift peptides. This correlation is absent in tumors with Beta-2-microglobulin mutations, and HLA-A*02:01 status is related to cMS mutation patterns. Importantly, certain outlier mutations are common in MSI cancers despite being related to frameshift peptides with functionally confirmed immunogenicity, suggesting a possible driver role during MSI tumor evolution. Neoantigens resulting from shared mutations represent promising vaccine candidates for prevention of MSI cancers.
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