Evidence map›Paper›PMID 40983920›Full record

ArticleMedical physics2025

Optimization and fabrication of a novel 3D-printed variable density range modulation device for proton FLASH beams.

Wenbo Gu, Khayrullo Shoniyozov, Kai Mei, Alexander Lin, Wei Zou, Lei Dong, Peter B Noël, Boon-Keng Kevin Teo

Abstract read
In one paragraph

Article in Medical physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Wenbo GuDepartment of Radiation Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Khayrullo ShoniyozovDepartment of Radiation Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Kai MeiDepartment of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Alexander LinDepartment of Radiation Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Wei ZouDepartment of Radiation Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Lei DongDepartment of Radiation Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Peter B NoëlDepartment of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Boon-Keng Kevin TeoDepartment of Radiation Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Funding

PixelPrint: a 3D printing platform for creating lifelike patient-based CT phantomsR01EB035092 · NIBIB · UNIVERSITY OF PENNSYLVANIA · PI Peter B Noel · 2024 to 2026
$1.8M
Development of Novel Heterogeneous Range Modulators for FLASH Particle TherapyR21CA294634 · NCI · UNIVERSITY OF PENNSYLVANIA · PI TEO, BOON-KENG KEVIN · 2024 to 2024
$403k
American Association of Physicists in Medicine Research Seed GrantNCI NIH HHS R21 CA294634NIBIB NIH HHS R01 EB035092NIH HHS NIH R01EB035092NIH HHS NIH R21CA294634
6 · The paper itself

Abstract

backgroundFor proton FLASH therapy, range-modulating devices are inserted in the beam path to create a spread-out-Bragg-peak (SOBP) for ultrafast delivery using a single energy pencil beam scanning technique. Current design typically consists of uniform density spikes with range modulation achieved by changing the area and height of the spikes, which has limited structural stability and modulation flexibility. PURPOSE: We present a new class of 3D-printed range-modulating devices for particle therapy with spatially modulated density.

methodsPixelPrint technology (Laboratory for Advanced Computed Tomography Imaging, University of Pennsylvania, PA) was used to 3D-print the variable density range-modulator, by continuously varying the ratio of filament to air in each voxel. With specific thickness and spatial density modulation, SOBP of varying widths can be created. A calibration phantom was 3D printed and scanned by a dual-energy computed tomography (CT) scanner to characterize the physical and radiological properties of the PixelPrint technology. We developed an inverse optimization algorithm to generate the density map for producing SOBP from monoenergetic proton beam and verified by MCsquare (http://www.openmcsquare.org/), an open-source Monte Carlo (MC) simulation platform. The range modulation characteristics were measured using a multi-layer ionization chamber (MLIC) under monoenergetic proton field irradiation.

resultsThe proposed optimization framework generated the density distributions for multiple SOBP widths. MC simulation verified the width and flatness of created SOBPs. The CT scan of a 3-cm SOBP modulator showed good fidelity of the desired density distribution, except for the highest density regions. MLIC measurements confirmed the accuracy of the produced SOBP with multiple proton beam energies.

conclusionA novel variable density range-modulating device for proton therapy was successfully developed. These devices have the potential to be handled easily and significantly speed-up proton therapy treatment delivery.

Indexed as

Printing, Three-DimensionalProton TherapyCalibrationEquipment DesignMonte Carlo MethodPhantoms, ImagingTomography, X-Ray Computed

Identifiers

PMID40983920
PMCPMC12454734

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.