Heterogeneous expression of immunotherapy response markers in non-small cell lung cancer with hyperactive NRF2 pathway: PD-L1 and beyond

Activating mutations in the NRF2 pathway characterize an aggressive, molecularly distinct subtype of non-small cell lung cancer (NSCLC) associated with poor prognosis and resistance to immune checkpoint inhibitors (ICI). In this study, we used a validated NRF2 transcriptional signature along with a literature-curated, immune-related 47-gene set associated with favorable responses to ICI (the "ICI-Immune" signature) to demonstrate the heterogeneous expression of ICI response markers and tumor-infiltrating immune cells in lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC) with hyperactive NRF2. Protein association network and gene expression correlation analyses revealed that NRF2 and ICI-Immune gene sets operate as independent, loosely connected transcriptional modules, wherein the ICI-Immune genes show no significant correlation with NRF2 activity. Dichotomous categorization of NSCLC into NRF2-low and NRF2-high signature groups indicated an overall immune-depleted tumor microenvironment in NRF2-high cases, as well as identified a tumor subset exhibiting the NRF2-high phenotype without documented NFE2L2/KEAP1 mutations. Interestingly, clustering of NSCLC based on NRF2 and ICI-Immune scores showed that while most NRF2-high cases express low levels of ICI-Immune genes and tumor-immune infiltrates, a subset termed "NRF2-high/ICI-Immune-high", which makes up approximately one-third of NRF2-high cases, exhibits molecular features characteristic of ICI-responsive cancers. This encompasses CD274/PD-L1 and ICI-Immune signature upregulation, an increased leukocyte fraction, augmented immune scores and tumor-infiltrating immune cells, as well as a greater frequency of the C2/IFNγ-dominant tumor-immune subtype. Histopathological analysis of n = 103 NSCLC cases identified a subgroup of NRF2-high/PD-L1+ tumors with increased tumor-infiltrating lymphocytes (TIL), which may histologically represent the NRF2-high/ICI-Immune-high subset. Experiments in KEAP1-mutated cells and omics data from a panel of cell lines indicated that PD-L1 mRNA/protein levels are not dictated by constitutive NRF2 activation in vitro. These results advance our understanding of the tumor microenvironment diversity in NSCLC with hyperactive NRF2 and offer a potential histology-based method to identify ICI responders within this subset.

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Journal
Redox Biology
Published
2025-10-10
DOI
https://doi.org/10.1016/j.redox.2025.103889
Primary Topic
Genomics, phytochemicals, and oxidative stress
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article
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article

Heterogeneous expression of immunotherapy response markers in non-small cell lung cancer with hyperactive NRF2 pathway: PD-L1 and beyond

Daniella Serafin Couto Vieira, Marcelo Falchetti, Alexander J.R. Bishop, Helena Souza Zancanaro et al.
Redox Biology
Genomics, phytochemicals, and oxidative stress
article

Heterogeneous expression of immunotherapy response markers in non-small cell lung cancer with hyperactive NRF2 pathway: PD-L1 and beyond

Daniella Serafin Couto Vieira, Marcelo Falchetti, Alexander J.R. Bishop, Helena Souza Zancanaro, Lisléia Golfetto, Daniela Silveira, Raquel Nascimento das Neves, Bárbara dos Santos, Alfeu Zanotto‐Filho, Nauana Somensi, Marina Delgobo, Rosângela Mayer Gonçalves, Cassiano Mateus Forcelini, Nicklas Bassani, Josielly de Souza de Freitas, Karoline Almeida-Lima, Danusa Leidens
article en

Abstract

Activating mutations in the NRF2 pathway characterize an aggressive, molecularly distinct subtype of non-small cell lung cancer (NSCLC) associated with poor prognosis and resistance to immune checkpoint inhibitors (ICI). In this study, we used a validated NRF2 transcriptional signature along with a literature-curated, immune-related 47-gene set associated with favorable responses to ICI (the "ICI-Immune" signature) to demonstrate the heterogeneous expression of ICI response markers and tumor-infiltrating immune cells in lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC) with hyperactive NRF2. Protein association network and gene expression correlation analyses revealed that NRF2 and ICI-Immune gene sets operate as independent, loosely connected transcriptional modules, wherein the ICI-Immune genes show no significant correlation with NRF2 activity. Dichotomous categorization of NSCLC into NRF2-low and NRF2-high signature groups indicated an overall immune-depleted tumor microenvironment in NRF2-high cases, as well as identified a tumor subset exhibiting the NRF2-high phenotype without documented NFE2L2/KEAP1 mutations. Interestingly, clustering of NSCLC based on NRF2 and ICI-Immune scores showed that while most NRF2-high cases express low levels of ICI-Immune genes and tumor-immune infiltrates, a subset termed "NRF2-high/ICI-Immune-high", which makes up approximately one-third of NRF2-high cases, exhibits molecular features characteristic of ICI-responsive cancers. This encompasses CD274/PD-L1 and ICI-Immune signature upregulation, an increased leukocyte fraction, augmented immune scores and tumor-infiltrating immune cells, as well as a greater frequency of the C2/IFNγ-dominant tumor-immune subtype. Histopathological analysis of n = 103 NSCLC cases identified a subgroup of NRF2-high/PD-L1+ tumors with increased tumor-infiltrating lymphocytes (TIL), which may histologically represent the NRF2-high/ICI-Immune-high subset. Experiments in KEAP1-mutated cells and omics data from a panel of cell lines indicated that PD-L1 mRNA/protein levels are not dictated by constitutive NRF2 activation in vitro. These results advance our understanding of the tumor microenvironment diversity in NSCLC with hyperactive NRF2 and offer a potential histology-based method to identify ICI responders within this subset.

Redox BiologyVol. 87
Nationwide Children's Hospital (US), Universidade de Passo Fundo (BR), Universidade Federal de Santa Catarina (BR), Polydoro Ernani de São Thiago University Hospital (BR), Children's Cancer Center (US)
Openalex Percentile: Top 75%
Genomics, phytochemicals, and oxidative stress
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