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Multiplexed Immunofluorescence Analysis and Quantification of Intratumoral PD-1+ Tim-3+ CD8+ T Cells
Published on: February 8, 2018
Heterogeneous expression of immunotherapy response markers in non-small cell lung cancer with hyperactive NRF2
Karoline Almeida-Lima1, Marcelo Falchetti1, Barbara Dos Santos1
1Laboratory of Cancer Pharmacology, Department of Pharmacology, Universidade Federal de Santa Catarina (UFSC), Florianópolis, Santa Catarina, 88040-900, Brazil.
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.
Insights
Activating NRF2 mutations in non-small cell lung cancer (NSCLC) create an immune-depleted tumor environment. However, a subset of NRF2-high NSCLC cases show immune-enrichment and may respond to immune checkpoint inhibitors (ICI).
Area of Science:
- Oncology
- Immunology
- Molecular Biology
Background:
- Activating mutations in the NRF2 pathway are linked to aggressive non-small cell lung cancer (NSCLC), poor prognosis, and resistance to immune checkpoint inhibitors (ICI).
- The NRF2 pathway's role in the tumor microenvironment and its interaction with ICI response markers remain incompletely understood in NSCLC.
Purpose of the Study:
- To investigate the heterogeneity of ICI response markers and tumor-infiltrating immune cells in NSCLC with hyperactive NRF2.
- To determine the relationship between NRF2 activity and immune gene signatures associated with ICI response.
- To identify potential NSCLC subsets that may benefit from ICI therapy despite NRF2 pathway activation.
Main Methods:
- Utilized a validated NRF2 transcriptional signature and a curated 47-gene ICI-Immune signature.
- Performed protein association network and gene expression correlation analyses.
- Categorized NSCLC into NRF2-low and NRF2-high groups and performed clustering based on NRF2 and ICI-Immune scores.
- Conducted histopathological analysis on 103 NSCLC cases.
- Investigated PD-L1 expression in KEAP1-mutated cell lines and omics data.
Main Results:
- NRF2 and ICI-Immune gene sets function as independent transcriptional modules with no significant correlation.
- NRF2-high NSCLC cases generally exhibit an immune-depleted tumor microenvironment, but a subset ('NRF2-high/ICI-Immune-high') displays features of ICI responsiveness, including PD-L1 upregulation and increased immune infiltrates.
- This 'NRF2-high/ICI-Immune-high' subset constitutes approximately one-third of NRF2-high cases and shows characteristics of the C2/IFNγ-dominant tumor-immune subtype.
- Histopathological analysis identified NRF2-high/PD-L1+ tumors with increased tumor-infiltrating lymphocytes (TILs), potentially representing the NRF2-high/ICI-Immune-high subset.
- In vitro experiments indicated that constitutive NRF2 activation does not dictate PD-L1 mRNA/protein levels.
Conclusions:
- Hyperactive NRF2 in NSCLC leads to a diverse tumor microenvironment, with distinct immune profiles.
- A subset of NRF2-high NSCLC patients ('NRF2-high/ICI-Immune-high') possess molecular and histological features suggesting potential responsiveness to ICI therapy.
- These findings offer a potential histology-based approach to identify ICI responders within the NRF2-mutated NSCLC population.
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