Simplified molecular classification of lung adenocarcinomas based on EGFR, KRAS, and TP53 mutations

Roberto Ruiz-Cordero, Junsheng Ma, Abha Khanna, Genevieve Lyons, Waree Rinsurongkawong, Roland Bassett, Ming Guo, Mark J. Routbort, Jianjun Zhang, Ferdinandos Skoulidis, John Heymach, Emily B. Roarty, Zhenya Tang, L. Jeffrey Medeiros, Keyur P. Patel, Rajyalakshmi Luthra, Sinchita Roy-Chowdhuri

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

Background: Gene expression profiling has consistently identified three molecular subtypes of lung adenocarcinoma that have prognostic implications. To facilitate stratification of patients with this disease into similar molecular subtypes, we developed and validated a simple, mutually exclusive classification. Methods: Mutational status of EGFR, KRAS, and TP53 was used to define seven mutually exclusive molecular subtypes. A development cohort of 283 cytology specimens of lung adenocarcinoma was used to evaluate the associations between the proposed classification and clinicopathologic variables including demographic characteristics, smoking history, fluorescence in situ hybridization and molecular results. For validation and prognostic assessment, 63 of the 283 cytology specimens with available survival data were combined with a separate cohort of 428 surgical pathology specimens of lung adenocarcinoma. Results: The proposed classification yielded significant associations between these molecular subtypes and clinical and prognostic features. We found better overall survival in patients who underwent surgery and had tumors enriched for EGFR mutations. Worse overall survival was associated with older age, stage IV disease, and tumors with co-mutations in KRAS and TP53. Interestingly, neither chemotherapy nor radiation therapy showed benefit to overall survival. Conclusions: The mutational status of EGFR, KRAS, and TP53 can be used to easily classify lung adenocarcinoma patients into seven subtypes that show a relationship with prognosis, especially in patients who underwent surgery, and these subtypes are similar to classifications based on more complex genomic methods reported previously.

Original languageEnglish (US)
Article number83
JournalBMC cancer
Volume20
Issue number1
DOIs
StatePublished - Jan 31 2020

Keywords

  • Lung adenocarcinoma
  • Molecular subtypes
  • Next generation sequencing

ASJC Scopus subject areas

  • Genetics
  • Oncology
  • Cancer Research

MD Anderson CCSG core facilities

  • Biostatistics Resource Group

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