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Transcriptional Phenocopies of Deleterious KEAP1 Mutations Correlate with Survival Outcomes in Lung Cancer Treated with Immunotherapy.
Scalera, Stefano; Ricciuti, Biagio; Marinelli, Daniele; Mazzotta, Marco; Cipriani, Laura; Bon, Giulia; Schiavoni, Giulia; Terrenato, Irene; Di Federico, Alessandro; Alessi, Joao V; Fanciulli, Maurizio; Ciuffreda, Ludovica; De Nicola, Francesca; Goeman, Frauke; Caravagna, Giulio; Santini, Daniele; De Maria, Ruggero; Cappuzzo, Federico; Ciliberto, Gennaro; Jamal-Hanjani, Mariam; Awad, Mark M; McGranahan, Nicholas; Maugeri-Saccà, Marcello.
Affiliation
  • Scalera S; Clinical Trial Center, Biostatistics and Bioinformatics Division, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Ricciuti B; Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
  • Marinelli D; Department of Experimental Medicine, Sapienza University, Rome, Italy.
  • Mazzotta M; Cancer Metastasis Laboratory, University College London Cancer Institute, London, United Kingdom.
  • Cipriani L; Cancer Genome Evolution Research Group, University College London Cancer Institute, London, United Kingdom.
  • Bon G; Medical Oncology Unit, Sandro Pertini Hospital, Rome, Italy.
  • Schiavoni G; Clinical Trial Center, Biostatistics and Bioinformatics Division, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Terrenato I; Cellular Network and Molecular Therapeutic Target Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Di Federico A; Clinical Trial Center, Biostatistics and Bioinformatics Division, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Alessi JV; Clinical Trial Center, Biostatistics and Bioinformatics Division, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Fanciulli M; Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
  • Ciuffreda L; Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
  • De Nicola F; SAFU Laboratory, Department of Research, Advanced Diagnostic, and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Goeman F; SAFU Laboratory, Department of Research, Advanced Diagnostic, and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Caravagna G; SAFU Laboratory, Department of Research, Advanced Diagnostic, and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Santini D; SAFU Laboratory, Department of Research, Advanced Diagnostic, and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • De Maria R; Department of Mathematics and Geosciences, University of Trieste, Trieste, Italy.
  • Cappuzzo F; Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.
  • Ciliberto G; Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Rome, Italy.
  • Jamal-Hanjani M; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
  • Awad MM; Division of Medical Oncology 2, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • McGranahan N; Scientific Direction, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
  • Maugeri-Saccà M; Cancer Metastasis Laboratory, University College London Cancer Institute, London, United Kingdom.
Clin Cancer Res ; 30(19): 4397-4411, 2024 Oct 01.
Article in En | MEDLINE | ID: mdl-38980931
ABSTRACT

PURPOSE:

Co-occurring mutations in KEAP1 and STK11/KRAS have emerged as determinants of survival outcomes in patients with non-small cell lung cancer (NSCLC) treated with immunotherapy. However, these mutational contexts identify a fraction of nonresponders to immune checkpoint inhibitors. We hypothesized that KEAP1 wild-type tumors recapitulate the transcriptional footprint of KEAP1 mutations and that this KEAPness phenotype can determine immune responsiveness with higher precision compared to mutation-based models. EXPERIMENTAL

DESIGN:

The Cancer Genome Atlas was used to infer the KEAPness phenotype and explore its immunological correlates at the pan-cancer level. The association between KEAPness and survival outcomes was tested in two independent cohorts of patients with advanced NSCLC treated with immunotherapy and profiled by RNA sequencing (SU2C n = 153; OAK/POPLAR n = 439). The NSCLC TRACERx421 multiregion sequencing study (tumor regions, n = 947) was used to investigate evolutionary trajectories.

RESULTS:

KEAPness-dominant tumors represented 50% of all NSCLCs and were associated with shorter progression-free survival (PFS) and overall survival (OS) compared to KEAPness-free cases in independent cohorts of patients with NSCLC treated with immunotherapy (SU2C PFS P = 0.042, OS P = 0.008; OAK/POPLAR PFS P = 0.0014, OS P < 0.001). Patients with KEAPness tumors had survival outcomes comparable to those with KEAP1-mutant tumors. In the TRACERx421, KEAPness exhibited limited transcriptional intratumoral heterogeneity and immune exclusion, resembling the KEAP1-mutant disease. This phenotypic state occurred across genetically divergent tumors, exhibiting shared and private cancer genes under positive selection when compared to KEAP1-mutant tumors.

CONCLUSIONS:

We identified a KEAPness phenotype across evolutionary divergent tumors. KEAPness outperforms mutation-based classifiers as a biomarker of inferior survival outcomes in patients with NSCLC treated with immunotherapy.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Carcinoma, Non-Small-Cell Lung / Kelch-Like ECH-Associated Protein 1 / Immunotherapy / Lung Neoplasms / Mutation Limits: Female / Humans / Male Language: En Journal: Clin Cancer Res Journal subject: NEOPLASIAS Year: 2024 Document type: Article Affiliation country: Italia Country of publication: Estados Unidos

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Carcinoma, Non-Small-Cell Lung / Kelch-Like ECH-Associated Protein 1 / Immunotherapy / Lung Neoplasms / Mutation Limits: Female / Humans / Male Language: En Journal: Clin Cancer Res Journal subject: NEOPLASIAS Year: 2024 Document type: Article Affiliation country: Italia Country of publication: Estados Unidos