Author:
Scalera Stefano,Ricciuti Biagio,Marinelli Daniele,Mazzotta Marco,Cipriani Laura,Bon Giulia,Schiavoni Giulia,Terrenato Irene,Federico Alessandro Di,Alessi Joao V.,Fanciulli Maurizio,Ciuffreda Ludovica,Nicola Francesca De,Goeman Frauke,Caravagna Giulio,Santini Daniele,Maria Ruggero De,Cappuzzo Federico,Ciliberto Gennaro,Jamal-Hanjani Mariam,Awad Mark M.,McGranahan Nicholas,Maugeri-Saccà Marcello
Abstract
AbstractMutational models denoting KEAP1-NRF2 pathway activation have emerged as determinants of survival outcomes in non-small cell lung cancer (NSCLC). Hypothesizing that genetically distinct tumors recapitulate the transcriptional footprint ofKEAP1mutations (KEAPness), we identified a KEAP1-NRF2-related gene set shared by tumors with and without pathway mutations. KEAPness-dominant tumors were associated with poor survival outcomes and immune exclusion in two independent cohorts of immunotherapy-treated NSCLC (SU2C and OAK/POPLAR). Moreover, patients with KEAPness tumors had survival outcomes comparable to theirKEAP1-mutant counterparts. In the TRACERx421, KEAPness exhibited limited transcriptional intratumoral heterogeneity and an immune-excluded microenvironment, as highlighted by orthogonal methods for T cell estimation. This phenotypic state widely occurred across genetically divergent tumors, exhibiting shared and private cancer genes under positive selection when compared toKEAP1-mutant tumors. Collectively, we discovered the pervasive nature of the KEAPness phenotypic driver across evolutionary divergent tumors. This model outperforms mutation-based classifiers in predicting survival outcomes.
Publisher
Cold Spring Harbor Laboratory