Evidence map›Paper›PMID 37828026›Full record

ArticleNature communications2023

Oncogenic context shapes the fitness landscape of tumor suppression.

Lily M Blair, Joseph M Juan, Lafia Sebastian, Vy B Tran, Wensheng Nie, Gregory D Wall, Mehmet Gerceker, Ian K Lai, Edwin A Apilado, Gabriel Grenot and 14 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
9.4field-weighted citation impact, top 2% 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

25 citing papers in PubMed, 30 citations in OpenAlex.

  1. Article
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  12. Review
  13. A STAG2-PAXIP1/PAGR1 axis suppresses lung tumorigenesis.The Journal of experimental medicine · 2025
    Article
  14. Article
  15. Review
  16. Article
  17. Review
  18. Response to: Comment on Genetic Ancestry-Specific Molecular and Survival Differences in Admixed Breast Cancer Patients.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2024
    Article
  19. Article
  20. Review
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

24 authors at 9 institutions in 2 countries.

Lily M Blair *D2G Oncology, Mountain View, CA, USA.ORCID 0000-0003-4739-5161
Joseph M Juan *D2G Oncology, Mountain View, CA, USA.
Lafia SebastianD2G Oncology, Mountain View, CA, USA.
Vy B TranD2G Oncology, Mountain View, CA, USA.
Wensheng NieD2G Oncology, Mountain View, CA, USA.
Gregory D WallD2G Oncology, Mountain View, CA, USA.
Mehmet GercekerD2G Oncology, Mountain View, CA, USA.
Ian K LaiD2G Oncology, Mountain View, CA, USA.
Edwin A ApiladoD2G Oncology, Mountain View, CA, USA.
Gabriel GrenotD2G Oncology, Mountain View, CA, USA.
David AmarD2G Oncology, Mountain View, CA, USA.
Giorgia FoggettiYale Cancer Center, Yale School of Medicine, New Haven, CT, USA.
Mariana Do CarmoDepartment of Pathology, Yale School of Medicine, New Haven, CT, USA.
Zeynep UgurYale Cancer Center, Yale School of Medicine, New Haven, CT, USA.
Debbie DengCellecta, Mountain View, CA, USA.
Alex ChenchikCellecta, Mountain View, CA, USA.
Maria Paz ZafraSandra and Edward Meyer Cancer Center, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
Lukas E DowSandra and Edward Meyer Cancer Center, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.ORCID 0000-0001-7048-1418
Katerina PolitiYale Cancer Center, Yale School of Medicine, New Haven, CT, USA.
Jonathan J MacQuittyD2G Oncology, Mountain View, CA, USA.
Dmitri A PetrovDepartment of Biology, Stanford University, Stanford, CA, USA.
Monte M WinslowDepartment of Genetics, Stanford University School of Medicine, Stanford, CA, USA.
Michael J RosenD2G Oncology, Mountain View, CA, USA. mike@d2g-oncology.com.ORCID 0000-0002-8842-6692
Ian P WintersD2G Oncology, Mountain View, CA, USA. ian@d2g-oncology.com.ORCID 0000-0002-3497-3228
NRG Oncology · USYale Cancer Center · USCellecta (United States) · USCardiovascular Institute of the South · USChan Zuckerberg Biohub San Francisco · USCornell University · USStanford University · USUniversidad de Granada · ESYale University · US

Funding

Medical Scientist Training ProgramT32GM136651 · NIGMS · YALE UNIVERSITY · PI BARBARA I KAZMIERCZAK · 2020 to 2026
$16.5M
Genomics of rapid adaptation in the lab and in the wildR35GM118165 · NIGMS · STANFORD UNIVERSITY · PI Dmitri Petrov · 2016 to 2026
$8.3M
Unraveling mechanisms of tumor suppression in lung cancerR01CA234349 · NCI · STANFORD UNIVERSITY · PI PETROV, DMITRI, WINSLOW, MONTE MEIER · 2019 to 2023
$2.4M
(PQ4) Quantitative and multiplexed analysis of gene function in cancer in vivoR01CA231253 · NCI · STANFORD UNIVERSITY · PI PETROV, DMITRI, WINSLOW, MONTE MEIER · 2018 to 2022
$2.3M
Relating Drugs to Genotypes to Transform Precision Cancer Therapeutics with Tuba-seq - a Novel, Highly Scalable and Quantitative Preclinical Experimental Oncology PlatformR44CA250672 · NCI · D2G ONCOLOGY, INC. · PI WINTERS, IAN PAUL · 2020 to 2021
$2.0M
A Quantitative Multiplexed Platform for the Pharmacogenomic Analysis of Lung CancerR01CA207133 · NCI · STANFORD UNIVERSITY · PI PETROV, DMITRI, WINSLOW, MONTE MEIER · 2016 to 2018
$1.7M
NCI NIH HHS R01 CA207133NCI NIH HHS R01 CA231253NCI NIH HHS R01 CA234349NCI NIH HHS R44 CA250672NIGMS NIH HHS R35 GM118165NIGMS NIH HHS T32 GM136651
6 · The paper itself

Abstract

Tumors acquire alterations in oncogenes and tumor suppressor genes in an adaptive walk through the fitness landscape of tumorigenesis. However, the interactions between oncogenes and tumor suppressor genes that shape this landscape remain poorly resolved and cannot be revealed by human cancer genomics alone. Here, we use a multiplexed, autochthonous mouse platform to model and quantify the initiation and growth of more than one hundred genotypes of lung tumors across four oncogenic contexts: KRAS G12D, KRAS G12C, BRAF V600E, and EGFR L858R. We show that the fitness landscape is rugged-the effect of tumor suppressor inactivation often switches between beneficial and deleterious depending on the oncogenic context-and shows no evidence of diminishing-returns epistasis within variants of the same oncogene. These findings argue against a simple linear signaling relationship amongst these three oncogenes and imply a critical role for off-axis signaling in determining the fitness effects of inactivating tumor suppressors.

Indexed as

Lung NeoplasmsProto-Oncogene Proteins p21(ras)AnimalsCarcinogenesisCell Transformation, NeoplasticHumansMiceMutationOncogenesProto-Oncogene Proteins p21(ras)

Identifiers

PMID37828026
PMCPMC10570323
OpenAlexW4387568318

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.