Evidence map›Paper›PMID 41771797›Full record

ArticleThe Journal of pathology2026

Clinicopathological characteristics of patients with inoperable non-small cell lung cancer harboring circulating NRF2 pathway mutations.

Jouni Härkönen, Satu Tiainen, Jouni Kujala, Linnea Muhonen, Ponnuswamy Mohanasundaram, Tuomas Tikkanen, Ina Pöhner, Tommi Patinen, Simone Adinolfi, Juha P Väyrynen and 5 more

Abstract read
In one paragraph

Article in The Journal of pathology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Jouni HärkönenFaculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Satu TiainenCancer Center, Kuopio University Hospital, the Wellbeing Services County of North Savo, Kuopio, Finland.
Jouni KujalaInstitute of Clinical Medicine, Clinical Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland.
Linnea MuhonenDepartment of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland.
Ponnuswamy MohanasundaramFaculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Tuomas TikkanenFaculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Ina PöhnerSchool of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0000-0002-2801-8902
Tommi PatinenFaculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Simone AdinolfiFaculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.
Juha P VäyrynenTranslational Medicine Research Unit, University of Oulu, Oulu University Hospital, and Medical Research Center Oulu, Oulu, Finland.ORCID https://orcid.org/0000-0002-8683-2996
Päivi AuvinenCancer Center, Kuopio University Hospital, the Wellbeing Services County of North Savo, Kuopio, Finland.
Arto MannermaaInstitute of Clinical Medicine, Clinical Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland.
Petri PölönenDepartment of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA.
Tuomas RauramaaInstitute of Clinical Medicine, Clinical Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland.
Anna-Liisa LevonenFaculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0000-0002-6575-2137

Funding

Academy of Finland 332697Cancer Foundation FinlandFinnish Cultural FoundationJane ja Aatos Erkon SäätiöKuopio University HospitalPaavo Koistinen FoundationSigrid Juséliuksen SäätiöState Research Funding (SRF) for university-level health research, Kuopio University Hospital, Wellbeing Services County of North SavoSuomen KulttuurirahastoUniversity of Eastern Finland Doctoral Program in Molecular MedicineWellbeing Services County of Central Finland
6 · The paper itself

Abstract

Lung cancer is the leading cause of global cancer-related morbidity and mortality, with tobacco smoking as its strongest risk factor. Nuclear factor erythroid 2-related factor 2 (NRF2) is a redox-regulated transcription factor frequently dysregulated in non-small cell lung cancer (NSCLC), leading to aggressive disease and resistance to therapy. In this study, we analyzed circulating cell-free tumor DNA from a real-world cohort to characterize clinicopathological features and identify risk factors associated with oncogenic NRF2 activation in inoperable NSCLC. Key findings were further validated using retrospective datasets. Our results demonstrate that NRF2 pathway-mutated NSCLC represents a smoking-associated, high-risk molecular subtype frequently accompanied by detrimental SMARCA4 mutations. Importantly, these co-occurring mutations cumulatively worsen clinical outcomes independently of other risk factors. We show that NRF2-mutated tumors generally exhibit lower leukocyte infiltration, while high tumor mutation burden independently correlates with increased cytotoxic T lymphocyte density, regardless of NRF2 status. Furthermore, our data indicate that NRF2 activation can be reliably identified through immunohistochemical detection of protein expression of markers AKR1B10 and AKR1C1, both of which correlate with inferior outcomes. As mutations in NRF2-regulating tumor suppressors KEAP1 and CUL3 are not confined to specific hotspot regions, our findings advocate for a multimodal profiling approach combining somatic mutation assessment with protein or transcriptomic evaluation of NRF2 targets. This comprehensive strategy effectively identifies oncogenic NRF2 hyperactivity, enhancing diagnostic accuracy and clinical decision-making in NSCLC management. © 2026 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

Indexed as

Biomarkers, TumorCarcinoma, Non-Small-Cell LungLung NeoplasmsMutationNF-E2-Related Factor 2AgedDNA HelicasesFemaleGenetic Predisposition to DiseaseHumansMaleMiddle AgedNuclear ProteinsRetrospective StudiesRisk FactorsSignal TransductionBiomarkers, TumorDNA HelicasesNFE2L2 protein, humanNF-E2-Related Factor 2Nuclear ProteinsSMARCA4 protein, humanTranscription FactorsAKR1B10AKR1C1cell‐free DNAcirculating tumor DNACUL3KEAP1NFE2L2non‐small cell lung cancerSMARCA4tumor microenvironment

Identifiers

PMID41771797
PMCPMC13140114

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.