18F-FDG Pet intensity correlates with a hypoxic gene signature and other oncogenic abnormalities in operable non-small cell lung cancer

  • Brendan T. Heiden
  • , Guoan Chen
  • , Matthew Hermann
  • , Richard K.J. Brown
  • , Mark B. Orringer
  • , Jules Lin
  • , Andrew C. Chang
  • , Philip W. Carrott
  • , William R. Lynch
  • , Lili Zhao
  • , David G. Beer
  • , Rishindra M. Reddy

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

Background18F-fluorodeoxyglucose positron emission tomography (FDG-PET) is critical for staging non-small-cell lung cancer (NSCLC). While PET intensity carries prognostic significance, the genetic abnormalities associated with increased intensity remain unspecified. Methods NSCLC samples (N = 34) from 1999 to 2011 for which PET data were available were identified from a prospectively collected tumor bank. PET intensity was classified as mild, moderate, or intense based on SUVmax measurement or radiology report. Associations between genome-wide expression (RNAseq) and PET intensity were determined. Associations with overall survival were then validated in two external NSCLC cohorts. Results Overall survival was significantly worse in patients with PET-intense (N = 11) versus mild (N = 10) tumors (p = 0.039). Glycolytic gene expression patterns were markedly similar between intense and mild tumors. Gene ontology analysis demonstrated significant enhancement of cell-cycle and proliferative processes in FDG-intense tumors (p<0.001). Gene set enrichment analysis (GSEA) suggested associations between PET-intensity and canonical oncogenic signaling pathways including MYC, NF-κB, and HIF-1. Using an external cohort of 25 tumors with PET and genomic profiling data, common genes and gene sets were validated for additional study (P<0.05). Of these common gene sets, 20% were associated with hypoxia or HIF-1 signaling. While HIF-1 expression did not correlate with poor survival in the NSCLC validation cohort (N = 442), established targets of hypoxia signaling (PLAUR, ADM, CA9) were significantly associated with poor overall survival. Conclusions PET-intensity is associated with a variety of oncogenic alterations in operable NSCLC. Adju-vant targeting of these pathways may improve survival among patients with PET-intense tumors.

Original languageEnglish
Article numbere0199970
JournalPloS one
Volume13
Issue number7
DOIs
StatePublished - Jul 2018

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