Evidence map›Paper›PMID 42638463›Full record

ArticleJournal of applied clinical medical physics2026

Beam geometry optimization and convergence mode evaluation for knowledge-based planning of hippocampal avoidance whole-brain radiotherapy: A cross-platform study with quantitative scorecard assessment.

Anh Lam, Kirk Luca, Mandeep Kaur, Keyur D Shah, Julia Seng, Kathryn Benner, Matthew Thomas, Hui-Kuo Shu, Xiaofeng Yang, Chih-Wei Chang and 2 more

Abstract read
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. 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

12 authors.

Anh LamDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Kirk LucaDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Mandeep KaurDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Keyur D ShahDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Julia SengDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Kathryn BennerDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Matthew ThomasDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Hui-Kuo ShuDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Xiaofeng YangDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Chih-Wei ChangDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Justin RoperDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.
Jie DingDepartment of Radiation Oncology, Emory University, Atlanta, Georgia, USA.

Funding

Real-time Volumetric Imaging for Motion Management and Dose Delivery VerificationR01CA272991 · NCI · EMORY UNIVERSITY · PI Zhen Tian, Xiaofeng Yang · 2023 to 2026
$2.3M
NCI NIH HHS R01 CA272991NIH HHS R01CA272991
6 · The paper itself

Abstract

backgroundHippocampal avoidance whole-brain radiotherapy (HA-WBRT) is used to treat brain metastases while preserving cognitive function by sparing the hippocampi. Volumetric modulated arc therapy (VMAT) is commonly used due to its ability to generate conformal dose distributions. However, treatment planning remains challenging due to the need for sharp dose fall-off near centrally located hippocampi without compromising whole-brain coverage. PURPOSE: This study evaluated the dosimetric impact of a four-arc hybrid geometry (4A-HG) and convergence mode settings for HA-WBRT using a knowledge-based planning (KBP) workflow across two linac platforms.

methodsTwenty HA-WBRT patients prescribed 30 Gy in 10 fractions were retrospectively studied. Plans were generated using a KBP model on two linac platforms with different collimation systems: Halcyon and Edge. Four arc configurations were evaluated, including three open-field geometries with different numbers of arcs (2A, 3A, and 4A) and 4A-HG. The 4A-HG consists of two open-field arcs and two partial-field arcs with superior-inferior field restriction near the hippocampal region, which allows improved dose modulation near the hippocampus to potentially enhance hippocampal sparing. Jaw tracking was enabled for all Edge plans. Each arc configuration was combined with three convergence modes ("Off," "On," and "Extended") on both linac platforms, yielding 24 plans per patient. Plans were normalized so that 95% of the planning target volume (PTV) received 100% of prescription dose. Plan quality was evaluated using Radiation Therapy Oncology Group (RTOG) 0933 metrics, as well as by a dosimetric scorecard incorporating PTV D100% and the Paddick conformity index (PCI). Statistical comparisons were performed using Friedman tests with Holm correction. Patient-specific quality assurance (QA) was performed for the five highest-monitor-unit (MU) plans on each platform.

resultsThe proposed 4A-HG consistently improved target coverage and hippocampal sparing compared with conventional open-field arc configurations. Notably, PTV D100% was significantly improved with 4A-HG on the Edge with the "On" and "Extended" convergence modes (all p < 0.05 compared with other arc configurations). For example, with the "On" convergence mode, mean PTV D100% across 20 patients increased from 19.433 Gy with 2A to 20.011 Gy with 4A-HG (p = 0.009). The 4A-HG also achieved the highest mean PCI using the "Extended" mode (0.940 on Halcyon, 0.944 on Edge). Hippocampus Dmax was significantly reduced with 4A-HG on Halcyon across all modes (p < 0.01) and on Edge for "On" and "Extended" modes (p < 0.05). On Halcyon, the mean hippocampus Dmax decreased from 14.446 Gy to 13.662 Gy when changing the arc configuration from 2A to 4A-HG using the "Extended" mode, with a similar reduction observed on Edge (12.945 Gy to 12.566 Gy). More extensive convergence mode settings further improved plan quality, with the highest mean score (157/184) achieved on Edge using 4A-HG under the "Extended" mode. These improvements were associated with increased MUs; however, all QA results met institutional criteria.

conclusionsThe 4A-HG arc configuration and the more extensive convergence mode settings improved plan quality for HA-WBRT within a KBP workflow across two linac platforms. These findings support the clinical implementation of the proposed planning strategies for VMAT-based HA-WBRT.

Indexed as

Brain NeoplasmsCranial IrradiationHippocampusKnowledge BasesOrgans at RiskOrgan Sparing TreatmentsQuality Assurance, Health CareRadiotherapy Planning, Computer-AssistedHumansParticle AcceleratorsPrognosisRadiotherapy DosageRadiotherapy, Intensity-ModulatedRetrospective Studiesarc configurationbeam geometryconvergence modehippocampal avoidance whole‐brain radiotherapyvolumetric modulated arc therapy

Identifiers

PMID42638463
PMCPMC13504367

What OpenQuestion holds

Textmetadata
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.