ArticleJournal of the National Cancer Institute2012
Effect of KRAS oncogene substitutions on protein behavior: implications for signaling and clinical outcome.
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.
What it found
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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.
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.
Genotyping K-RAS and EGFR in Greek Non-small-cell Lung Cancer Patients: Incidence, Significance and Treatment Implications
Who cites it
316 citing papers in PubMed, 1 synthesis or guideline pooled it, 525 citations in OpenAlex.
- Molecular and immunohistochemical markers in appendiceal mucinous neoplasms: A systematic review and comparative analysis with ovarian mucinous neoplasms and colorectal adenocarcinoma.Histology and histopathology · 2025Pooled it
- Molecular Results and Potential Biomarkers Identified from the Phase 3 MILO/ENGOT-ov11 Study of Binimetinib versus Physician Choice of Chemotherapy in Recurrent Low-Grade Serous Ovarian Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2023Trial
- Phase 2 study of the focal adhesion kinase inhibitor defactinib (VS-6063) in previously treated advanced KRAS mutant non-small cell lung cancer.Lung cancer (Amsterdam, Netherlands) · 2020Trial
- Identification and validation of natural product-based KRASMolecular diversity · 2026Article
- Review
- Activity and specificity of KRAS variants-directed Revolution Medicines Company (RMC) compounds for pleural effusion-derived non-small cell lung cancer cell lines.Translational lung cancer research · 2026Article
- Subtype-Specific Alterations in Copper Trafficking Associated with KRAS Mutations in Isogenic Colorectal Cancer Cell Lines.Biological trace element research · 2026Article
- Selenium Nanoparticles Selectively Target KRAS G13D to Inhibit Colorectal Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- KRAS signaling networks, mutational heterogeneity, and emerging therapeutic strategies for cancer treatment.Biomarker research · 2026Review
- Basic Clinical Bidirectional Empowerment: Synergistic Breakthrough in Molecular Mechanisms and Clinical Management of Small Cell Cervical Carcinoma.International journal of molecular sciences · 2026Review
- The clinicopathologic characteristics and outcomes of uncommon KRAS mutations in patients with non-small cell lung cancer.Virchows Archiv : an international journal of pathology · 2026Article
- Review
- Article
- Oncogenic Alterations in PI3K Signaling Emulated Optogenetically Recapitulate Some Phenotypic Changes in Mammary Epithelia.ACS synthetic biology · 2026Article
- The polyamine inhibitor SAM486A increases the efficacy of adagrasib in non-small cell lung cancer cells harboring KRASBiological research · 2026Article
- The progress of biomarkers detection to lung cancer.Discover oncology · 2026Review
- Kras G12C- and G12D-driven lung cancers differ in oncogenic potency, immunogenicity, and relapse after Kras inhibition in mouse models.Science translational medicine · 2026Article
- Prognostic Implications of Codon-SpecificJCO precision oncology · 2026Article
- Hemothorax as the Initial Manifestation ofRespirology case reports · 2026Article
- FOXO1 links KRAS G12D and G12V alleles to glutamine and nitrogen metabolism in colorectal cancer.EMBO reports · 2026Article
256 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
24 authors at 1 institution in 1 country.
Funding
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.
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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.