Density override-based VMAT optimization to improve robustness at tissue-air interfaces in head and neck radiotherapy

IF 2.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Sagarika Jain, Ashlee Ewing, Michael Weldon, Allison Palmiero, Daniel Christ, Emile Gogineni, Simeng Zhu, Sung Jun Ma, John C Grecula, Darrion L Mitchell, Sujith Baliga, Dukagjin M Blakaj, David J Konieczkowski
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引用次数: 0

Abstract

Background

Volumetric Modulated Arc Therapy (VMAT) is integral to head and neck (HN) radiation therapy; however, plan robustness may be compromised at air-tissue interfaces. Highly modulated fluence directed at these areas can produce significant unexpected high-dose regions in the event of minor variations in tissue density.

Purpose

This study characterizes an instability in VMAT planning for HN radiation therapy (RT) occurring at the interface between target volume (e.g. mucosal primary tumor) and internal air spaces (e.g. pharyngeal lumen, sinuses, nasal cavity, etc.). A density-override based planning technique is presented and validated to mitigate this instability.

Methods

Treatment plans for fifteen HN patients receiving VMAT RT at our institution between 2023 and 2024 were retrospectively analyzed. All patients received 60–69.96 Gy in 30–33 daily fractions using 6 MV photons. To model swelling or tumor growth near the air–tumor interface, verification plans were generated by overriding internal air within 3 mm of the planning target volume (PTV) to soft tissue density (HU = 0). A robustness-enhancing technique was evaluated, wherein optimization was performed with luminal air overridden to HU = –300, followed by recalculation and renormalization using the original CT HU values. Robustness was then reassessed after overriding luminal air to HU = 0.

Results

Baseline plans demonstrated controlled hotspot magnitudes within the BODY, with a median D0.1cc of 109.0% [Interquartile range: 107.8–110.4]. Simulated tissue-air interface changes produced substantially elevated hotspots in verification plans, increasing to a median D0.1cc of 115.6% [111.9–126.9], corresponding to a median paired increase of 9.0% (Wilcoxon p = 1.22 × 10−4). Robust plans generated using the proposed density-override optimization maintained comparable baseline dosimetry (median D0.1cc 108.1% [107.4–108.7]) while demonstrating stable hotspot behavior under simulated density perturbations (median D0.1cc 108.1% [107.1–108.6], p = 0.18). Target coverage remained preserved, with robust verification plan D95 values ranging from 99.7% to 100.5% (p = 0.26).

Conclusion

A density-override optimization approach mitigates hotspot formation at air–tumor interfaces, producing VMAT plans that remain dosimetrically stable despite variation at internal air-tumor interfaces.

基于密度覆盖的VMAT优化提高头颈部放射治疗中组织-空气界面的鲁棒性。
背景:体积调制弧线治疗(VMAT)是头颈部(HN)放射治疗不可或缺的一部分;然而,平面鲁棒性可能在空气-组织界面处受到损害。在组织密度发生微小变化的情况下,针对这些区域的高度调制的通量可产生显著的意想不到的高剂量区域。目的:本研究描述了在靶体积(如粘膜原发肿瘤)和内部空气空间(如咽腔、鼻窦、鼻腔等)交界面发生的HN放射治疗(RT) VMAT计划的不稳定性。提出并验证了一种基于密度覆盖的规划技术来减轻这种不稳定性。方法:回顾性分析我院2023 ~ 2024年接受VMAT RT治疗的15例HN患者的治疗方案。所有患者每天接受60-69.96 Gy的6 MV光子治疗。为了模拟空气-肿瘤界面附近的肿胀或肿瘤生长,通过将规划目标体积(PTV) 3mm内的内部空气覆盖到软组织密度(HU = 0)来生成验证方案。评估了一种增强鲁棒性的技术,其中将luminal air覆盖到HU = -300进行优化,然后使用原始CT HU值重新计算和重新归一化。然后在将管腔空气覆盖至HU = 0后重新评估稳健性。结果:基线方案在机体内显示出可控的热点幅度,中位数D0.1cc为109.0%[四分位数范围:107.8-110.4]。模拟的组织-空气界面变化在验证计划中产生了显著升高的热点,中位数D0.1cc增加到115.6%[111.9-126.9],对应于中位数配对增加9.0% (Wilcoxon p = 1.22 × 10- 4)。使用所提出的密度覆盖优化生成的稳健方案保持了可比的基线剂量(中位数D0.1cc 108.1%[107.4-108.7]),同时在模拟密度扰动下显示出稳定的热点行为(中位数D0.1cc 108.1% [107.1-108.6], p = 0.18)。目标覆盖率保持不变,稳健验证计划D95值从99.7%到100.5%不等(p = 0.26)。结论:密度覆盖优化方法减轻了空气-肿瘤界面的热点形成,产生的VMAT方案在剂量上保持稳定,尽管内部空气-肿瘤界面发生了变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.60
自引率
19.00%
发文量
331
审稿时长
3 months
期刊介绍: Journal of Applied Clinical Medical Physics is an international Open Access publication dedicated to clinical medical physics. JACMP welcomes original contributions dealing with all aspects of medical physics from scientists working in the clinical medical physics around the world. JACMP accepts only online submission. JACMP will publish: -Original Contributions: Peer-reviewed, investigations that represent new and significant contributions to the field. Recommended word count: up to 7500. -Review Articles: Reviews of major areas or sub-areas in the field of clinical medical physics. These articles may be of any length and are peer reviewed. -Technical Notes: These should be no longer than 3000 words, including key references. -Letters to the Editor: Comments on papers published in JACMP or on any other matters of interest to clinical medical physics. These should not be more than 1250 (including the literature) and their publication is only based on the decision of the editor, who occasionally asks experts on the merit of the contents. -Book Reviews: The editorial office solicits Book Reviews. -Announcements of Forthcoming Meetings: The Editor may provide notice of forthcoming meetings, course offerings, and other events relevant to clinical medical physics. -Parallel Opposed Editorial: We welcome topics relevant to clinical practice and medical physics profession. The contents can be controversial debate or opposed aspects of an issue. One author argues for the position and the other against. Each side of the debate contains an opening statement up to 800 words, followed by a rebuttal up to 500 words. Readers interested in participating in this series should contact the moderator with a proposed title and a short description of the topic
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