Evidence map›Paper›PMID 40466027›Full record

ArticleJCO precision oncology2025

Hypoxic Gene Expression Signature as a Predictor of Recurrence and Mortality in Early-Stage Non-Small Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy.

Nicholas J Eustace, Nikhil T Sebastian, Amy Webb, Konstantin Shilo, Ryan Robb, Arya Amini, Linlin Yang, Nicholas C Denko, Terence M Williams

Abstract read
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Article in JCO precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

9 authors.

Nicholas J EustaceORCID 0000-0002-2483-7863
Nikhil T SebastianDepartment of Radiation Oncology, Emory University, Atlanta, GA.
Amy WebbDepartment of Biomedical Informatics, The Ohio State University, Columbus, OH.
Konstantin ShiloDepartment of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH.
Ryan RobbDepartment of Pharmacology, University of North Carolina School of Medicine, Chapel Hill, NC.ORCID 0000-0001-7661-7902
Linlin Yang
Nicholas C DenkoDepartment of Radiation Oncology, The Ohio State University, Columbus, OH.
Terence M WilliamsORCID 0000-0002-1020-0845

Funding

Transgenic Mouse FacilityP30CA033572 · NCI · CITY OF HOPE/BECKMAN RESEARCH INSTITUTE · PI XIWEI WU · 1985 to 2026
$86.3M
Overcoming Hypoxic Resistance in Non-Small Cell Lung Cancer By Targeting Mitochondrial MetabolismR01CA262388 · NCI · OHIO STATE UNIVERSITY · PI DENKO, NICHOLAS C., LI, ZIHAI · 2021 to 2025
$3.6M
Overcoming hypoxic resistance to anti-cancer therapyR01CA255334 · NCI · OHIO STATE UNIVERSITY · PI DENKO, NICHOLAS C., LI, ZIHAI · 2021 to 2025
$2.9M
NCI NIH HHS P30 CA033572NCI NIH HHS R01 CA255334NCI NIH HHS R01 CA262388
6 · The paper itself

Abstract

purposeRecurrence occurs in 20%-30% of early-stage non-small cell lung cancer (NSCLC) treated with stereotactic body radiation therapy (SBRT). Hypoxia in the tumor microenvironment drives radiation resistance, immune evasion, and tumor progression. Biomarkers measuring hypoxia may be useful for prognostication of NSCLC treated with SBRT. We investigate an RNA-based approach to measure tumor hypoxia and associate these molecular biomarkers with clinical outcomes after SBRT.

methodsWe included patients with T1-3N0 NSCLC treated with SBRT. RNA isolated from formalin-fixed paraffin-embedded tumor biopsy specimens (pretreatment) was analyzed using the Clariom-D assay. Hypoxia scores were derived using three well-established gene signatures measuring hypoxia and risk scores were median-dichotomized. Kaplan-Meier and Cox proportional hazards were used to study the association between high hypoxia scores and tumor recurrence and survival.

resultsWe included 92 patients treated between 2008 and 2018 with a median follow-up of 23.9 months. All three signatures were associated with squamous histology (

conclusionWe demonstrate squamous histology is associated with RNA-based hypoxic gene signatures, and that the Lane RNA-based hypoxia signature is highly prognostic of disease progression and mortality in NSCLC treated with SBRT, which merits prospective validation.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsNeoplasm Recurrence, LocalRadiosurgeryTumor HypoxiaAgedAged, 80 and overFemaleHumansMaleMiddle AgedNeoplasm StagingPrognosis

Identifiers

PMID40466027
PMCPMC12184852

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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.