Evidence map›Paper›PMID 41489177›Full record

ArticleJournal of applied clinical medical physics2026

Clinical evaluation of the golden beam data in the monaco treatment planning system for the harmony pro and infinity linear accelerators.

Wenchao Gao, Min Zhang, Shuchao Zhang, Jie Qi, Xin Wang, Liang Zhao, Ping Liu, Zhijun Yang, HongXiang Cheng

Abstract readEvaluation Study
In one paragraph

Article in Journal of applied clinical medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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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

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Wenchao GaoDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
Min ZhangDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
Shuchao ZhangMedical Affairs, Elekta Instrument (Shanghai) Ltd., Beijing Branch, Beijing, China.
Jie QiDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
Xin WangDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
Liang ZhaoDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
Ping LiuDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
Zhijun YangDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.
HongXiang ChengDepartment of Radiotherapy, Peking University People's Hospital, Beijing, China.

Funding

2023 Peking University People's Hospital Academy Construction Project 2127000329Collaborative Research Project between the China Hearing Medicine Development Foundation and Peking University People's Hospital 2025-Z-143Peking University People's Hospital Talent Introduction Scientific Research Start-up Fund 2196000020
6 · The paper itself

Abstract

backgroundAccurate dose calculations in radiotherapy depend on high-quality beam models in the Monaco treatment planning system (TPS). The accelerated go live (AGL) workflow, using a golden beam data (GBD) model, has improved beam modeling accuracy for various linear accelerators (linacs). However, similar studies specifically for the Harmony Pro, recently introduced for online adaptive radiotherapy, have not yet been reported internationally. Moreover, studies on dosimetric differences between TPS beam models with GBD and those with measured beam data (MBD) are limited, and no such studies have been published specifically for Elekta linacs. PURPOSE: This study aimed to assess the clinical performance of GBD in the Monaco TPS for the harmony pro and infinity linacs.

methodsBeam tuning and data collection were performed on the harmony pro and infinity linacs based on GBD. Subsequently, percentage depth doses (PDDs), off-axis dose profiles, output factors (OFs), absolute doses, and test fields were measured to evaluate the GBD model. Additionally, 31 clinical plans from multiple anatomical sites, including 17 conventional fractionated radiotherapy (CFRT) plans and 14 stereotactic body radiotherapy (SBRT) plans, were designed using the Monaco TPS (GBD model) and practically tested. An Infinity linac with MBD was introduced as a control.

resultsPDDs and profiles on both GBD linacs showed 100% passing rate (2%/2 mm). OFs and absolute doses on both GBD linacs agreed within ±1% and ±1.5%, respectively. Additionally, verification of the test fields yielded passing rates above 98% (2%/2 mm) for both GBD linacs. Furthermore, for CFRT plans, measurements on three linacs achieved a passing rate above 95% (3%/2 mm). The absolute dose deviations were within 3%, whereas one MBD linac case exceeded 3% (-3.73%). For SBRT plans, the gamma passing rates were 98.18 ± 1.58%, 98.76 ± 1.54%, and 94.72 ± 0.04% (3%/2 mm) and 96.69 ± 1.96, 96.29 ± 2.26, and 89.51 ± 0.06% (2%/2 mm), for the two GDB linacs and the MDB linac, respectively. The absolute dose deviations were within 3%, whereas two MBD linac cases exceeded 3% (-3.51%, -4.50%).

conclusionsThe harmony pro-GBD and infinity-GBD linac results demonstrated strong agreement with GBD. Clinical plans designed with Monaco TPS (GBD model) were clinically acceptable when delivered on both GBD linacs. Although the test results of GBD model plans delivered on the Infinity-MBD linac showed certain differences compared to those on the two GBD linacs, most plans remained acceptable. This indicates that GBD-based modeling in Monaco TPS offers reliable clinical performance across different linac types.

Indexed as

NeoplasmsParticle AcceleratorsPhantoms, ImagingRadiosurgeryRadiotherapy, Intensity-ModulatedRadiotherapy Planning, Computer-AssistedAlgorithmsHumansOrgans at RiskRadiotherapy Dosagebeam modelingconventional fractionated radiotherapygolden beam datalinear acceleratorplan verificationstereotactic body radiotherapytreatment planning system

Identifiers

PMID41489177
PMCPMC12766699

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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.