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Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1
BACKGROUND: Approximately 15% of primary colorectal cancers have DNA mismatch repair deficiency, causing a complex genome with thousands of small mutations—the microsatellite instability (MSI) phenotype. We investigated molecular heterogeneity and tumor immunogenicity in relation to clinical endpoin...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5442873/ https://www.ncbi.nlm.nih.gov/pubmed/28539123 http://dx.doi.org/10.1186/s13073-017-0434-0 |
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author | Sveen, Anita Johannessen, Bjarne Tengs, Torstein Danielsen, Stine A. Eilertsen, Ina A. Lind, Guro E. Berg, Kaja C. G. Leithe, Edward Meza-Zepeda, Leonardo A. Domingo, Enric Myklebost, Ola Kerr, David Tomlinson, Ian Nesbakken, Arild Skotheim, Rolf I. Lothe, Ragnhild A. |
author_facet | Sveen, Anita Johannessen, Bjarne Tengs, Torstein Danielsen, Stine A. Eilertsen, Ina A. Lind, Guro E. Berg, Kaja C. G. Leithe, Edward Meza-Zepeda, Leonardo A. Domingo, Enric Myklebost, Ola Kerr, David Tomlinson, Ian Nesbakken, Arild Skotheim, Rolf I. Lothe, Ragnhild A. |
author_sort | Sveen, Anita |
collection | PubMed |
description | BACKGROUND: Approximately 15% of primary colorectal cancers have DNA mismatch repair deficiency, causing a complex genome with thousands of small mutations—the microsatellite instability (MSI) phenotype. We investigated molecular heterogeneity and tumor immunogenicity in relation to clinical endpoints within this distinct subtype of colorectal cancers. METHODS: A total of 333 primary MSI+ colorectal tumors from multiple cohorts were analyzed by multilevel genomics and computational modeling—including mutation profiling, clonality modeling, and neoantigen prediction in a subset of the tumors, as well as gene expression profiling for consensus molecular subtypes (CMS) and immune cell infiltration. RESULTS: Novel, frequent frameshift mutations in four cancer-critical genes were identified by deep exome sequencing, including in CRTC1, BCL9, JAK1, and PTCH1. JAK1 loss-of-function mutations were validated with an overall frequency of 20% in Norwegian and British patients, and mutated tumors had up-regulation of transcriptional signatures associated with resistance to anti-PD-1 treatment. Clonality analyses revealed a high level of intra-tumor heterogeneity; however, this was not associated with disease progression. Among the MSI+ tumors, the total mutation load correlated with the number of predicted neoantigens (P = 4 × 10(−5)), but not with immune cell infiltration—this was dependent on the CMS class; MSI+ tumors in CMS1 were highly immunogenic compared to MSI+ tumors in CMS2-4. Both JAK1 mutations and CMS1 were favorable prognostic factors (hazard ratios 0.2 [0.05–0.9] and 0.4 [0.2–0.9], respectively, P = 0.03 and 0.02). CONCLUSIONS: Multilevel genomic analyses of MSI+ colorectal cancer revealed molecular heterogeneity with clinical relevance, including tumor immunogenicity and a favorable patient outcome associated with JAK1 mutations and the transcriptomic subgroup CMS1, emphasizing the potential for prognostic stratification of this clinically important subtype. See related research highlight by Samstein and Chan 10.1186/s13073-017-0438-9 ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-017-0434-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5442873 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54428732017-05-25 Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 Sveen, Anita Johannessen, Bjarne Tengs, Torstein Danielsen, Stine A. Eilertsen, Ina A. Lind, Guro E. Berg, Kaja C. G. Leithe, Edward Meza-Zepeda, Leonardo A. Domingo, Enric Myklebost, Ola Kerr, David Tomlinson, Ian Nesbakken, Arild Skotheim, Rolf I. Lothe, Ragnhild A. Genome Med Research BACKGROUND: Approximately 15% of primary colorectal cancers have DNA mismatch repair deficiency, causing a complex genome with thousands of small mutations—the microsatellite instability (MSI) phenotype. We investigated molecular heterogeneity and tumor immunogenicity in relation to clinical endpoints within this distinct subtype of colorectal cancers. METHODS: A total of 333 primary MSI+ colorectal tumors from multiple cohorts were analyzed by multilevel genomics and computational modeling—including mutation profiling, clonality modeling, and neoantigen prediction in a subset of the tumors, as well as gene expression profiling for consensus molecular subtypes (CMS) and immune cell infiltration. RESULTS: Novel, frequent frameshift mutations in four cancer-critical genes were identified by deep exome sequencing, including in CRTC1, BCL9, JAK1, and PTCH1. JAK1 loss-of-function mutations were validated with an overall frequency of 20% in Norwegian and British patients, and mutated tumors had up-regulation of transcriptional signatures associated with resistance to anti-PD-1 treatment. Clonality analyses revealed a high level of intra-tumor heterogeneity; however, this was not associated with disease progression. Among the MSI+ tumors, the total mutation load correlated with the number of predicted neoantigens (P = 4 × 10(−5)), but not with immune cell infiltration—this was dependent on the CMS class; MSI+ tumors in CMS1 were highly immunogenic compared to MSI+ tumors in CMS2-4. Both JAK1 mutations and CMS1 were favorable prognostic factors (hazard ratios 0.2 [0.05–0.9] and 0.4 [0.2–0.9], respectively, P = 0.03 and 0.02). CONCLUSIONS: Multilevel genomic analyses of MSI+ colorectal cancer revealed molecular heterogeneity with clinical relevance, including tumor immunogenicity and a favorable patient outcome associated with JAK1 mutations and the transcriptomic subgroup CMS1, emphasizing the potential for prognostic stratification of this clinically important subtype. See related research highlight by Samstein and Chan 10.1186/s13073-017-0438-9 ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-017-0434-0) contains supplementary material, which is available to authorized users. BioMed Central 2017-05-24 /pmc/articles/PMC5442873/ /pubmed/28539123 http://dx.doi.org/10.1186/s13073-017-0434-0 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Sveen, Anita Johannessen, Bjarne Tengs, Torstein Danielsen, Stine A. Eilertsen, Ina A. Lind, Guro E. Berg, Kaja C. G. Leithe, Edward Meza-Zepeda, Leonardo A. Domingo, Enric Myklebost, Ola Kerr, David Tomlinson, Ian Nesbakken, Arild Skotheim, Rolf I. Lothe, Ragnhild A. Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 |
title | Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 |
title_full | Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 |
title_fullStr | Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 |
title_full_unstemmed | Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 |
title_short | Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1 |
title_sort | multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of jak1 mutations and consensus molecular subtype 1 |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5442873/ https://www.ncbi.nlm.nih.gov/pubmed/28539123 http://dx.doi.org/10.1186/s13073-017-0434-0 |
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