Evidence map›Paper›PMID 25363767›Full record

ArticleNature2015

The mutational landscapes of genetic and chemical models of Kras-driven lung cancer.

Peter M K Westcott, Kyle D Halliwill, Minh D To, Mamunur Rashid, Alistair G Rust, Thomas M Keane, Reyno Delrosario, Kuang-Yu Jen, Kay E Gurley, Christopher J Kemp and 4 more

Open access · greenAbstract read
In one paragraph

Article in Nature, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 217 papers.

0numbers the graph read from it
0cells of the map it votes in
217citing papers in PubMed
10.1field-weighted citation impact, top 1% of its field
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

217 citing papers in PubMed, 336 citations in OpenAlex.

  1. Obesity Promotes Lung Carcinogenesis Through Airway Immune Dysfunction.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2026
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  9. Divergent CD45Frontiers in immunology · 2026
    Article
  10. Article
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  13. Review
  14. Review
  15. Article
  16. Review
  17. Article
  18. Article
  19. Natural history models for lung Cancer: A scoping review.Lung cancer (Amsterdam, Netherlands) · 2025
    Article
  20. Article

157 more citing papers are in PubMed but not listed here.

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

14 authors at 5 institutions in 3 countries.

Peter M K Westcott1] Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94158, USA [2] Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California 94158, USA.
Kyle D Halliwill1] Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94158, USA [2] Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California 94158, USA.
Minh D ToHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94158, USA.
Mamunur RashidExperimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1HH, UK.
Alistair G RustExperimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1HH, UK.
Thomas M KeaneExperimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1HH, UK.
Reyno DelrosarioHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94158, USA.
Kuang-Yu JenDepartment of Pathology, University of California San Francisco, San Francisco, California 94143, USA.
Kay E GurleyFred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA.
Christopher J KempFred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA.
Erik FredlundScience for Life Laboratory, Department of Oncology-Pathology, Karolinska Institute, Stockholm 171 21, Sweden.
David A QuigleyHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94158, USA.
David J AdamsExperimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1HH, UK.
Allan Balmain1] Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94158, USA [2] Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, California 94158, USA.
University of California, San Francisco · USWellcome Sanger Institute · GBFred Hutch Cancer Center · USUCSF Helen Diller Family Comprehensive Cancer Center · USKarolinska Institutet · SE

Funding

Identification of epithelial tumor susceptiility genesU01CA084244 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BALMAIN, ALLAN · 1999 to 2013
$13.3M
PHARMACEUTICAL SCIENCES AND PHARMACOGENOMICST32GM007175 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI AHITUV, NADAV, KROETZ, DEANNA L · 1985 to 2021
$7.1M
An integrated computational and functional genomics discovery engine for precliniU01CA176303 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI KEMP, CHRISTOPHER J · 2013 to 2016
$4.1M
Science Leadership and IntegrationU01CA141455 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BALMAIN, ALLAN · 2009 to 2013
$3.2M
The role of the Kras4A isoform in epithelial carcinogenesisR01CA111834 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BALMAIN, ALLAN · 2006 to 2016
$2.6M
Genetic network analysis of cancer targetsU01CA176287 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI WEISS, WILLIAM A · 2013 to 2016
$1.2M
Genetic analysis of ras mutation specificity in skin and lung cancerR01CA184510 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BALMAIN, ALLAN · 2015 to 2017
$1.1M
Genetic factors influencing the immune response to carcinomas in skin cancerF31CA180715 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HALLIWILL, KYLE DAVID · 2013 to 2014
$72k
Investigating the not so minor role of the minor isoform Kras4A in cancerF31CA180669 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI WESTCOTT, PETER MAXWELL KIENITZ · 2013 to 2014
$72k
Cancer Research UK 13031Cancer Research UK A12401Cancer Research UK A13031Cancer Research UK A14356NCI NIH HHS F31 CA180669NCI NIH HHS F31 CA180715NCI NIH HHS R01 CA111834NCI NIH HHS R01 CA184510NCI NIH HHS U01 CA084244NCI NIH HHS U01 CA141455NCI NIH HHS U01 CA176287NCI NIH HHS U01 CA176303NCI NIH HHS U01 CA84244NCI NIH HHS UO1 CA176287NIGMS NIH HHS T32 GM007175NIGMS NIH HHS T32GM007175Wellcome Trust 082356
6 · The paper itself

Abstract

Next-generation sequencing of human tumours has refined our understanding of the mutational processes operative in cancer initiation and progression, yet major questions remain regarding the factors that induce driver mutations and the processes that shape mutation selection during tumorigenesis. Here we performed whole-exome sequencing on adenomas from three mouse models of non-small-cell lung cancer, which were induced either by exposure to carcinogens (methyl-nitrosourea (MNU) and urethane) or by genetic activation of Kras (Kras(LA2)). Although the MNU-induced tumours carried exactly the same initiating mutation in Kras as seen in the Kras(LA2) model (G12D), MNU tumours had an average of 192 non-synonymous, somatic single-nucleotide variants, compared with only six in tumours from the Kras(LA2) model. By contrast, the Kras(LA2) tumours exhibited a significantly higher level of aneuploidy and copy number alterations compared with the carcinogen-induced tumours, suggesting that carcinogen-induced and genetically engineered models lead to tumour development through different routes. The wild-type allele of Kras has been shown to act as a tumour suppressor in mouse models of non-small-cell lung cancer. We demonstrate that urethane-induced tumours from wild-type mice carry mostly (94%) Kras Q61R mutations, whereas those from Kras heterozygous animals carry mostly (92%) Kras Q61L mutations, indicating a major role for germline Kras status in mutation selection during initiation. The exome-wide mutation spectra in carcinogen-induced tumours overwhelmingly display signatures of the initiating carcinogen, while adenocarcinomas acquire additional C > T mutations at CpG sites. These data provide a basis for understanding results from human tumour genome sequencing, which has identified two broad categories of tumours based on the relative frequency of single-nucleotide variations and copy number alterations, and underline the importance of carcinogen models for understanding the complex mutation spectra seen in human cancers.

Indexed as

AdenocarcinomaAnimalsCarcinogensCarcinoma, Non-Small-Cell LungCell Transformation, NeoplasticDisease ProgressionDNA Copy Number VariationsFemaleGenes, rasGenomic InstabilityGerm-Line MutationHumansLung NeoplasmsMaleMethylnitrosoureaMiceCarcinogensHras protein, mouseMethylnitrosoureaOncogene Protein p21(ras)Proto-Oncogene Proteins p21(ras)Urethane

Identifiers

PMID25363767
PMCPMC4304785
OpenAlexW1996563138

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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.