Evidence map›Paper›PMID 42304797›Full record

ArticleMagnetic resonance in medicine2026

Oxygen Response Index: A Potential OE-MRI-Derived Non-Invasive Biomarker for Assessing Radiation Treatment Efficacy.

Conner S Ubert, Paula S Lara Mejia, Ryan C O'Connell, Maciej M Kmiec, Sergey V Petryakov, Alireza Kheirollah, Philip E Schaner, Periannan Kuppusamy

Abstract read
In one paragraph

Article in Magnetic resonance in medicine, 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

8 authors.

Conner S UbertDepartment of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.ORCID https://orcid.org/0009-0005-6008-9478
Paula S Lara MejiaDepartment of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Ryan C O'ConnellDepartment of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Maciej M KmiecDepartment of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Sergey V PetryakovDepartment of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Alireza KheirollahDepartment of Surgery, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Philip E SchanerDepartment of Radiation Oncology and Applied Sciences, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.
Periannan KuppusamyDepartment of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire, USA.ORCID https://orcid.org/0000-0002-3214-0660

Funding

Translational Engineering in Cancer (TEC)P30CA023108 · NCI · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 1985 to 2026
$91.3M
Probes and Methods for Clinical OximetryR01EB004031 · NIBIB · OHIO STATE UNIVERSITY · PI KUPPUSAMY, PERIANNAN · 2004 to 2021
$7.1M
Multimodal Marker for imaging oximetry in radiotherapyR01CA269234 · NCI · DARTMOUTH COLLEGE · PI PERIANNAN KUPPUSAMY · 2023 to 2026
$3.0M
Novel oxygen monitoring system for on-site use in the clinicR01EB036124 · NIBIB · DARTMOUTH COLLEGE · PI PERIANNAN KUPPUSAMY · 2024 to 2026
$949k
Audrey and Theodore Geisel School of MedicineDartmouth Cancer Center P30CA023108NCI NIH HHS P30 CA023108NCI NIH HHS R01 CA269234NIBIB NIH HHS R01 EB004031NIBIB NIH HHS R01 EB036124NIH HHS EB036124NIH HHS R01 CA269234NIH HHS R01 EB004031
6 · The paper itself

Abstract

purposeThe goal of this study was to develop an optimized oxygen-enhanced MRI (OE-MRI) protocol for longitudinal monitoring of tumor oxygenation during radiation therapy in a pre-clinical model and to introduce the Oxygen Response Index (ORI) as a potential early biomarker of treatment efficacy.

methodsA high-throughput mouse imaging protocol was designed for a clinical 3 T MRI system using optimized variable flip angle T

resultsDuring fractionated irradiation, ORI declined progressively, with the change-point analysis identifying treatment response inflection at scan 4 (day 8), one scan interval before tumor volume at scan 5 (day 10). After the 60-Gy dose, conversion of putatively hypoxic tissue to oxygen-responsive tissue was observed. Spatial analysis revealed persistent oxygen-response gradients, with tumor regions adjacent to normoxic tissue demonstrating greater responsiveness than non-adjacent tumor areas.

conclusionORI captured longitudinal changes in tumor oxygenation during both ineffective and effective treatment phases and may provide a useful complementary biomarker for monitoring treatment response.

Indexed as

Magnetic Resonance ImagingOxygenAnimalsBiomarkersBiomarkers, TumorCell Line, TumorMaleMiceMice, Inbred C3HTreatment OutcomeBiomarkersBiomarkers, TumorOxygenoxygen‐enhanced MRIradiation therapySCC7treatment response biomarkertumor hypoxiavariable flip angle

Identifiers

PMID42304797
PMCPMC13419012

What OpenQuestion holds

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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.