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Record W4412789893 · doi:10.1158/1078-0432.ccr-25-0112

Nrf2 Hyperactivation as a Driver of Radiotherapy Resistance and Suppressed Antitumor Immunity in Head and Neck Squamous Cell Carcinoma

2025· article· en· W4412789893 on OpenAlexaff
Rutulkumar Patel, Kalil Saab, Lixia Luo, Yan Ma, Rashid Abdullah Osman, Nerissa T. Williams, Jeffrey I. Everitt, Maciej J. Żelazowski, Patricia Castro, William K. Decker, William Henry Hudson, Jeffrey N. Myers, Vlad C. Sandulache, Mitchell J. Frederick, Yvonne M. Mowery, David G. Kirsch

Bibliographic record

VenueClinical Cancer Research · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGenomics, phytochemicals, and oxidative stress
Canadian institutionsPrincess Margaret Cancer CentreUniversity of Toronto
FundersNational Cancer InstituteNational Institute of Allergy and Infectious DiseasesAmerican Cancer SocietyU.S. Department of Veterans AffairsNational Institute of Dental and Craniofacial ResearchCancer Prevention and Research Institute of Texas
KeywordsHead and neck squamous-cell carcinomaCancer researchRadioresistanceHaploinsufficiencyCarcinogenesisGene knockdownCancerBiologyTumor progressionRadiation therapyHead and neck cancerMedicinePathologyCell cultureInternal medicinePhenotype

Abstract

fetched live from OpenAlex

PURPOSE: Alterations in the KEAP1/NFE2L2 (NRF2)/CUL3 pathway occur in ∼20% of human head and neck squamous cell carcinomas (HNSCC) and are associated with resistance to standard-of-care therapy. However, this pathway's role in radiotherapy resistance in HNSCC has not been well studied. EXPERIMENTAL DESIGN: We generated genetically engineered mouse models and developed primary murine cancer cell lines harboring mutations commonly observed in human HNSCC, including inducible activation of PIK3CA and deletion of Trp53, with or without Keap1 loss. Primary tumors were initiated via 4-hydroxytamoxifen injection ± the tobacco carcinogen benzo[a]pyrene (BAP) into the oral buccal mucosa. Tumors were analyzed by Western blotting, IHC, and RNA sequencing and subjected to fractionated radiotherapy to investigate the role of the KEAP1/NRF2 pathway in radioresistance and modulation of the tumor-immune microenvironment. RESULTS: BAP exposure accelerated primary tumor formation within 1 month, with histologic analysis confirming invasive squamous cell carcinoma, validated by cytokeratin and differentiation marker expression. Primary cell lines derived from Keap1-haploinsufficient tumors exhibited upregulation of NRF2 target genes and a radioresistant phenotype, which was reversed after Nrf2 knockdown in vitro. Bulk RNA sequencing revealed that Keap1 haploinsufficiency correlated with NRF2 pathway activation, increased myeloid infiltration, and enhanced angiogenic signatures. In vivo, Keap1 haploinsufficiency promoted accelerated tumor growth and decreased survival. Finally, using fractionated radiotherapy, we showed that Keap1-haploinsufficient primary tumors were significantly more radioresistant than Keap1-proficient tumors, regardless of BAP exposure. CONCLUSIONS: These data demonstrate that Keap1 haploinsufficiency in HNSCC is linked to unfavorable tumor-immune microenvironment, aggressive growth, and a radioresistant phenotype.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.051
GPT teacher head0.428
Teacher spread0.377 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes1
Has abstractyes

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