Evidence map›Paper›PMID 37568697›Full record

ArticleCancers2023

CBCT-Based Dose Monitoring and Adaptive Planning Triggers in Head and Neck PBS Proton Therapy.

Keaton Reiners, Roi Dagan, Adam Holtzman, Curtis Bryant, Sebastian Andersson, Rasmus Nilsson, Liu Hong, Perry Johnson, Yawei Zhang

Open access · goldAbstract read
In one paragraph

Article in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
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

10 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Technical Considerations on Proton Therapy in NRG's Multi-Institutional Clinical Trials.International journal of radiation oncology, biology, physics · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
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 at 4 institutions in 3 countries.

Keaton ReinersUniversity of Florida Health Proton Therapy Institute, Jacksonville, FL 32206, USA.
Roi DaganUniversity of Florida Health Proton Therapy Institute, Jacksonville, FL 32206, USA.
Adam HoltzmanDepartment of Radiation Oncology, Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0002-1412-7155
Curtis BryantUniversity of Florida Health Proton Therapy Institute, Jacksonville, FL 32206, USA.
Sebastian AnderssonRaySearch Laboratories, SE-103 65 Stockholm, Sweden.
Rasmus NilssonRaySearch Laboratories, SE-103 65 Stockholm, Sweden.ORCID 0000-0002-6750-4356
Liu HongIon Beam Applications S.A., 1348 Louvain-la-Neuve, Belgium.
Perry JohnsonUniversity of Florida Health Proton Therapy Institute, Jacksonville, FL 32206, USA.
Yawei ZhangUniversity of Florida Health Proton Therapy Institute, Jacksonville, FL 32206, USA.ORCID 0000-0001-6436-264X
University of Florida Health · USRaySearch Laboratories (Sweden) · SEIon Beam Applications (Belgium) · BEMayo Clinic in Florida · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo investigate the feasibility of using cone-beam computed tomography (CBCT)-derived synthetic CTs to monitor the daily dose and trigger a plan review for adaptive proton therapy (APT) in head and neck cancer (HNC) patients.

methodsFor 84 HNC patients treated with proton pencil-beam scanning (PBS), same-day CBCT and verification CT (vfCT) pairs were retrospectively collected. The ground truth CT (gtCT) was created by deforming the vfCT to the same-day CBCT, and it was then used as a dosimetric baseline and for establishing plan review trigger recommendations. Two different synthetic CT algorithms were tested; the corrected CBCT (corrCBCT) was created using an iterative image correction method and the virtual CT (virtCT) was created by deforming the planning CT to the CBCT, followed by a low-density masking process. Clinical treatment plans were recalculated on the image sets for evaluation.

resultsPlan review trigger criteria for adaptive therapy were established after closely reviewing the cohort data. Compared to the vfCT, the corrCBCT and virtCT reliably produced dosimetric data more similar to the gtCT. The average discrepancy in D99 for high-risk clinical target volumes (CTV) was 1.1%, 0.7%, and 0.4% and for standard-risk CTVs was 1.8%, 0.5%, and 0.5% for the vfCT, corrCBCT, and virtCT, respectively.

conclusionStreamlined APT has been achieved with the proposed plan review criteria and CBCT-based synthetic CT workflow.

Indexed as

cone-beam CThead and neckPBSproton adaptive therapysynthetic CT

Identifiers

PMID37568697
PMCPMC10417147
OpenAlexW4385400290

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.