Evidence map›Paper›PMID 37745365›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Personalization of Radiotherapy Dose in HPV Positive Oropharynx Cancer Using GARD.

Emily Ho, Loris De Cecco, Steven A Eschrich, Stefano Cavalieri, Geoffrey Sedor, Frank Hoebers, Ruud H Brakenhoff, Kathrin Scheckenbach, Tito Poli, Kailin Yang and 14 more

Open access · greenAbstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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, 4 citations in OpenAlex.

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

24 authors at 9 institutions in 4 countries.

Emily HoTranslational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH.
Loris De CeccoUO Molecular Mechanisms, Experimental Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Steven A EschrichDepartment of Biostatistics and Biomedical Informatics, Moffitt Cancer Center, Tampa, FL.ORCID 0000-0002-9833-2788
Stefano CavalieriHead and Neck Medical Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.
Geoffrey SedorRadiation Oncology Department, NYPH/Columbia University Vagelos College of Physicians and Surgeons, New York, NY.
Frank HoebersDepartment of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.
Ruud H BrakenhoffAmsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology/Head and Neck Surgery, Cancer Center Amsterdam, the Netherlands.
Kathrin ScheckenbachDepartment of Otolaryngology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Tito PoliUnit of Maxillofacial Surgery, Department of Medicine and Surgery, University of Parma-University Hospital of Parma, Parma, Italy.
Kailin YangDepartment of Radiation Oncology, Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA.
Jessica A ScarboroughTranslational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH.
Shivani NelloreTranslational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH.
Shauna CampbellDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH.
Neil WoodyDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH.
Tim ChanDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH.
Jacob MillerDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH.
Natalie SilverCenter for Immunotherapy & Precision Immuno-Oncology, Cleveland Clinic, Cleveland, OH.
Shlomo KoyfmanDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH.
James BatesDepartment of Radiation Oncology, Emory University, Atlanta, GA.
Jimmy J CaudellDepartment of Radiation Oncology, Moffitt Cancer Center, Tampa, FL.
Michael W KattanDepartment of Quantitative Health Sciences, Cleveland Clinic, Cleveland OH.ORCID 0000-0002-3840-4161
Lisa LicitraHead and Neck Medical Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.
Javier F Torres-RocaDepartment of Biostatistics and Biomedical Informatics, Moffitt Cancer Center, Tampa, FL.
Jacob G ScottTranslational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH.ORCID 0000-0003-2971-7673
Cleveland Clinic · USUniversity of Milan · ITMaastricht University Medical Centre · NLMoffitt Cancer Center · USUniversity of Parma · ITAmsterdam University Medical Centers · NLEmory University · USFondazione IRCCS Istituto Nazionale dei Tumori · ITUniversity of Iowa · US

Funding

MEDICAL SCIENTIST TRAINING PROGRAMT32GM007250 · NIGMS · CASE WESTERN RESERVE UNIVERSITY · PI HUANG, ALEX YEE-CHEN · 1985 to 2023
$33.4M
NIGMS NIH HHS T32 GM007250
6 · The paper itself

Abstract

A central clinical goal for patients with HPV-positive oropharynx cancer has been to reduce radiation doses while maintaining cure rates. Recent results of Phase 3 prospective trial HN005 demonstrated that RT dose de-escalation can not be safely done based on clinical factors alone. We have previously shown that the genomic adjusted radiation dose (GARD) is predictive of radiation treatment benefit and can be used to guide RT dose selection. We hypothesize that GARD can be used to guide RT dose de-escalation in HPV-positive OPSCC patients. Gene expression was analyzed for 191 formalin-fixed paraffin-embedded samples from HPV-positive OPSCC patients within an international, multi-institutional, prospective/retrospective observational study including patients with AJCC 8th edition stage I-III. Two RT dose fractionations were utilized for the majority of primary RT cases (70 Gy in 35 fractions or 69.96 Gy in 33 fractions). Median RT dose was 70 Gy (range 51.0-74.0), survival at 36 months and 60 months was 94.1% and 87.3%, respectively. Cox proportional hazards analyses were performed with GARD as a continuous variable and time-dependent ROC analyses compared the performance of GARD to clinical variables alone. Despite near-uniform RT dosing, GARD reveals significant heterogeneity (range 15.4 - 71.7) in predicted effect. In univariate analysis, GARD was associated with an improvement in OS (HR = 0.941 (0.888, 0.998), p = 0.041). In multivariable analysis, each unit increase in GARD was associated with an improvement in OS (HR = 0.943 (0.891, 0.999), p = 0.046) where stage was not (T stage HR = 1.992 (0.711-5.576), p=0.190, N stage HR = 2.367 (0.867-6.460), p=0.093). ROC analysis for GARD at 36 months yielded an AUC of 78.26 (65.14, 91.38) compared with 71.20 (54.47, 87.93) for standard clinical variables. We identify two GARD-based strategies to RT dose personalization which are predicted to yield improved clinical outcomes, while delivering an average lower RT dose. In this multi-institutional cohort of patients with HPV-positive OPSCC, GARD associates with OS, outperforms standard clinical variables and provides a novel genomic strategy to RT dose personalization. We propose that GARD should be incorporated in the diagnostic workup of HPV-positive OPSCC patients.

Indexed as

GARDgenomicsmathematical modelpersonalized medicineradiation therapy

Identifiers

PMID37745365
PMCPMC10516067
OpenAlexW4386788371

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.