Evidence map›Paper›PMID 22247021›Full record

ArticleJournal of the National Cancer Institute2012

Effect of KRAS oncogene substitutions on protein behavior: implications for signaling and clinical outcome.

Nathan T Ihle, Lauren A Byers, Edward S Kim, Pierre Saintigny, J Jack Lee, George R Blumenschein, Anne Tsao, Suyu Liu, Jill E Larsen, Jing Wang and 14 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03951233 (Genotyping K-RAS and EGFR in Greek Non-small-cell Lung Cancer Patients), which is not on this map. Cited by 316 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
316citing papers in PubMed, 1 pooled it
17.2field-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.

NCT03951233 completednot on this map

Genotyping K-RAS and EGFR in Greek Non-small-cell Lung Cancer Patients: Incidence, Significance and Treatment Implications

TypeobservationalSponsorHellenic Cooperative Oncology GroupRan2000 to 2014Enrolled424ConditionsNon Small Cell Lung Cancer
3 · Its place in the literature

Who cites it

316 citing papers in PubMed, 1 synthesis or guideline pooled it, 525 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Review
  6. Article
  7. Article
  8. Selenium Nanoparticles Selectively Target KRAS G13D to Inhibit Colorectal Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  9. Review
  10. Review
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
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  17. Article
  18. Prognostic Implications of Codon-SpecificJCO precision oncology · 2026
    Article
  19. Hemothorax as the Initial Manifestation ofRespirology case reports · 2026
    Article
  20. Article

256 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

24 authors at 1 institution in 1 country.

Nathan T IhleDepartment of Experimental Therapeutics, The Hamon Center for Therapeutic Oncology Research and Simmons Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Lauren A Byers
Edward S Kim
Pierre Saintigny
J Jack Lee
George R Blumenschein
Anne Tsao
Suyu Liu
Jill E Larsen
Jing Wang
Lixia Diao
Kevin R Coombes
Lu Chen
Shuxing Zhang
Mena F Abdelmelek
Ximing Tang
Vassiliki Papadimitrakopoulou
John D Minna
Scott M Lippman
Waun K Hong
Roy S Herbst
Ignacio I Wistuba
John V Heymach
Garth Powis
The University of Texas Southwestern Medical Center · US

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
UNIVERSITY OF TEXAS--SPORE IN LUNG CANCERP50CA070907 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI GIBBONS, DON LYNN · 1996 to 2024
$57.4M
Personalizing NSCLC Therapy: Exploiting KRAS activated pathwaysR01CA155196 · NCI · YALE UNIVERSITY · PI HERBST, ROY S, PAPADIMITRAKOPOULOU, VASSILIKI · 2011 to 2015
$2.8M
Inhibiting oncogenic KRAS for cancer therapyR01CA160398 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI POWIS, GARTH · 2012 to 2016
$1.9M
NCI NIH HHS CA155196NCI NIH HHS CA160398NCI NIH HHS P30 CA016672NCI NIH HHS P50 CA070907NCI NIH HHS R01 CA155196NCI NIH HHS R01 CA160398
6 · The paper itself

Abstract

backgroundMutations in the v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog (KRAS) play a critical role in cancer cell growth and resistance to therapy. Most mutations occur at codons 12 and 13. In colorectal cancer, the presence of any mutant KRas amino acid substitution is a negative predictor of patient response to targeted therapy. However, in non-small cell lung cancer (NSCLC), the evidence that KRAS mutation is a predictive factor is conflicting.

methodsWe used data from a molecularly targeted clinical trial for 215 patients with tissues available out of 268 evaluable patients with refractory NSCLC to examine associations between specific mutant KRas proteins and progression-free survival and tumor gene expression. Transcriptome microarray studies of patient tumor samples and reverse-phase protein array studies of a panel of 67 NSCLC cell lines with known substitutions in KRas and in immortalized human bronchial epithelial cells stably expressing different mutant KRas proteins were used to investigate signaling pathway activation. Molecular modeling was used to study the conformations of wild-type and mutant KRas proteins. Kaplan-Meier curves and Cox regression were used to analyze survival data. All statistical tests were two-sided.

resultsPatients whose tumors had either mutant KRas-Gly12Cys or mutant KRas-Gly12Val had worse progression-free survival compared with patients whose tumors had other mutant KRas proteins or wild-type KRas (P = .046, median survival = 1.84 months) compared with all other mutant KRas (median survival = 3.35 months) or wild-type KRas (median survival = 1.95 months). NSCLC cell lines with mutant KRas-Gly12Asp had activated phosphatidylinositol 3-kinase (PI-3-K) and mitogen-activated protein/extracellular signal-regulated kinase kinase (MEK) signaling, whereas those with mutant KRas-Gly12Cys or mutant KRas-Gly12Val had activated Ral signaling and decreased growth factor-dependent Akt activation. Molecular modeling studies showed that different conformations imposed by mutant KRas may lead to altered association with downstream signaling transducers.

conclusionsNot all mutant KRas proteins affect patient survival or downstream signaling in a similar way. The heterogeneous behavior of mutant KRas proteins implies that therapeutic interventions may need to take into account the specific mutant KRas expressed by the tumor.

Indexed as

Genes, rasMolecular Targeted TherapyMutationSignal TransductionAspartic AcidCarcinoma, Non-Small-Cell LungCell Line, TumorClinical Trials, Phase II as TopicCysteineDisease-Free SurvivalGene Expression ProfilingGene Expression Regulation, NeoplasticGenetic VectorsGlycineHumansImmunoblottingAspartic AcidCysteineGlycineMTOR protein, humanProto-Oncogene Proteins c-aktTOR Serine-Threonine KinasesValine

Identifiers

PMID22247021
PMCPMC3274509
OpenAlexW2166923287

What OpenQuestion holds

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Registered trials

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.