Evidence map›Paper›PMID 41373113›Full record

ArticleJournal of applied clinical medical physics2025

From standard to stratified: Modeling NTCP and EAR to personalize daily MV-CBCT in radiotherapy.

Duong Thanh Tai, Luong Tien Phat, Tran Trung Kien, Duong Tuan Linh, Nguyen Ngoc Anh, Nguyen Quang Hung, Peter Sandwall, Parham Alaei, David Bradley, James C L Chow

Abstract read
In one paragraph

Article in Journal of applied clinical medical physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Duong Thanh TaiDepartment of Medical Physics, Faculty of Medicine, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam.ORCID https://orcid.org/0000-0001-7276-8105
Luong Tien PhatDepartment of Radiation Oncology, University Medical Shing Mark Hospital, Dong Nai, Vietnam.ORCID https://orcid.org/0009-0004-0963-1922
Tran Trung KienDepartment of Radiation Oncology, University Medical Shing Mark Hospital, Dong Nai, Vietnam.
Duong Tuan LinhThe Laboratory Center of Hanoi University of Public Health, Hanoi University of Public Health, Hanoi, Vietnam.ORCID https://orcid.org/0000-0001-7411-1369
Nguyen Ngoc AnhPhenikaa Institute for Advanced Study (PIAS), Phenikaa University, Hanoi, Vietnam.ORCID https://orcid.org/0000-0002-7482-2600
Nguyen Quang HungInstitute of Fundamental and Applied Sciences, Duy Tan University, Ho Chi Minh City, Viet Nam.ORCID https://orcid.org/0000-0002-9739-301X
Peter SandwallDepartment of Radiation Oncology, OhioHealth Mansfield, Mansfield, Ohio, USA.ORCID https://orcid.org/0000-0001-9962-7281
Parham AlaeiDepartment of Radiation Oncology, University of Minnesota, Minneapolis, Minnesota, USA.ORCID https://orcid.org/0000-0003-4847-9068
David BradleyApplied Radiation Physics and Technologies Group, Department of Engineering, Sunway University, Petaling Jaya, Selangor, Malaysia.ORCID https://orcid.org/0000-0001-9485-5242
James C L ChowDepartment of Radiation Oncology, University of Toronto, Toronto, ON, Canada.ORCID https://orcid.org/0000-0003-4202-4855

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo evaluate the cumulative radiobiological impact of daily megavoltage cone-beam computed tomography (MV-CBCT) imaging dose based on normal tissue complication probability (NTCP) and excess absolute risk (EAR) of secondary malignancies among radiotherapy patients treated for breast, pelvic, and head & neck cancers. This study investigated whether MV-CBCT imaging dose warrants protocol personalization according to patient age, anatomical treatment site, and organ-specific radiosensitivity.

methodsThis retrospective study included cohorts of breast (n = 30), pelvic (n = 17), and head & neck (n = 20) cancer patients undergoing radiotherapy with daily MV-CBCT. Imaging dose distributions employing two common MV-CBCT protocols (5 and 10 MU per fraction) were analyzed. NTCP values were estimated using logistic models, while EAR were calculated using Schneider's organ equivalent dose (OED)-based model, integrating organ-specific dose, patient age, and established tissue-specific risk coefficients. Comparative statistical analyses were conducted using paired t-tests, and results were further stratified by patient age (< 40, 40-60, > 60 years).

resultsIn breast cancer patients, NTCP values increased significantly for lung tissue when comparing the 10 MU protocol to the 5 MU one (p < 0.001), while those for heart and breast tissues showed minimal and insignificant differences. EAR estimations revealed substantial risk increases among younger breast cancer patients (< 40 years), with some exceeding 15 cases per 10 000 person-years under the 10 MU protocol. Conversely, pelvic and head & neck cohorts demonstrated consistently low NTCP and EAR values (< 1%), with no meaningful differences observed between the two imaging protocols. Across all cancer sites, younger age consistently correlated with higher secondary cancer risks.

conclusionRoutine daily MV-CBCT imaging at the 10 MU protocol possesses minimal additional risk in pelvic and head & neck radiotherapy. However, among breast cancer patients, particularly those under 40 years, the 10 MU protocol significantly elevates the theoretical secondary cancer risk estimates and lung NTCP. These findings support transitioning from conventional uniform imaging approach toward personalized MV-CBCT protocols, tailored according to patient age, anatomical site, and organ radiosensitivity. A stratified imaging framework is proposed to optimize clinical outcomes, balancing treatment accuracy, and long-term patient safety.

Indexed as

Breast NeoplasmsCone-Beam Computed TomographyHead and Neck NeoplasmsOrgans at RiskPelvic NeoplasmsRadiotherapy Planning, Computer-AssistedAdultAgedFemaleHumansMaleMiddle AgedRadiotherapy DosageRadiotherapy, Intensity-ModulatedRetrospective StudiesEAR, Halcyon platform, imaging dose, imaging protocol, MV‐CBCT, NTCP, radiobiological modelingsecondary cancer risk

Identifiers

PMID41373113
PMCPMC12695683

What OpenQuestion holds

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LicenceCC BY
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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.