Keyur D. Shah, Duncan H. Bohannon, Sagar A. Patel, Chih-Wei Chang, Vishal R. Dhere, Yinan Wang, Anees Dhabaan, Hania Al-Hallaq, Xiaofeng Yang, Jun Zhou
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Delivered doses were calculated by applying the initial plans to HU and artifact-corrected pre-treatment cone-beam computed tomography (CBCT) images. Dosimetric parameters were evaluated per fraction. Key anatomical features included clinical target volume (CTV) shifts in the superior-inferior (SI) and anterior-posterior (AP) directions, and volume changes in the bladder and rectum. These features were used to predict deviations in CTV D<sub>99</sub> and D<sub>0.03cc</sub>, as well as maximum bladder and rectum doses. Univariate and multivariate logistic regression models were developed to identify significant anatomical predictors of dosimetric deviations, with odds ratios (OR) and area under the curve (AUC) values reported for predictive performance evaluation.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>CTV AP shifts and bladder/rectum volume changes were significant predictors of dosimetric deviations. Univariate analyses indicated that bladder volume increases > 109.80 cc were strongly associated with deviations in CTV D<sub>0.03cc</sub> (mean deviation = 0.33 Gy, OR = 5.78, <i>p</i> = 0.03). Rectum volume changes > 9.22 cc were the strongest predictor of rectum D<sub>0.03cc</sub> deviations (mean deviation = 0.68 Gy, OR = 4.23, <i>p</i> = 0.01). AP shifts > −0.27 cm were also predictive of CTV D<sub>0.03cc</sub> deviations (OR = 0.35, <i>p</i> = 0.01). Multivariate model predicting rectum D<sub>0.03cc</sub> achieved the highest AUC (0.73), followed by CTV D<sub>0.03cc</sub> (AUC = 0.68).</p>\n </section>\n \n <section>\n \n <h3> Conclusion</h3>\n \n <p>Multivariate models incorporating bladder volume changes and CTV shifts accurately predict dosimetric deviations in PBS-SBRT. These findings highlight the need for adaptive strategies during PBS-SBRT to mitigate the impact of interfractional variations, optimize dose delivery precision, and reduce toxicity in high-risk patients.</p>\n </section>\n </div>","PeriodicalId":14989,"journal":{"name":"Journal of Applied Clinical Medical Physics","volume":"26 9","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://aapm.onlinelibrary.wiley.com/doi/epdf/10.1002/acm2.70223","citationCount":"0","resultStr":"{\"title\":\"The effect of interfractional variation on delivered dose with ultrahypofractionated pencil beam scanning proton therapy for localized prostate cancer\",\"authors\":\"Keyur D. Shah, Duncan H. Bohannon, Sagar A. Patel, Chih-Wei Chang, Vishal R. 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Delivered doses were calculated by applying the initial plans to HU and artifact-corrected pre-treatment cone-beam computed tomography (CBCT) images. Dosimetric parameters were evaluated per fraction. Key anatomical features included clinical target volume (CTV) shifts in the superior-inferior (SI) and anterior-posterior (AP) directions, and volume changes in the bladder and rectum. These features were used to predict deviations in CTV D<sub>99</sub> and D<sub>0.03cc</sub>, as well as maximum bladder and rectum doses. Univariate and multivariate logistic regression models were developed to identify significant anatomical predictors of dosimetric deviations, with odds ratios (OR) and area under the curve (AUC) values reported for predictive performance evaluation.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>CTV AP shifts and bladder/rectum volume changes were significant predictors of dosimetric deviations. 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引用次数: 0
摘要
目的/目的使用铅笔束扫描(PBS)技术的质子立体定向放射治疗(SBRT)越来越多地用于局限性前列腺癌(PCa),因为它具有更好的正常组织保留的潜力。然而,分数间的解剖变化对准确的剂量递送提出了挑战,特别是在超低分数中。本研究调查了PBS-SBRT治疗的PCa患者中这些变化的剂量学影响。方法选取42例接受PBS-SBRT治疗的中低危PCa患者(5组36.25/ 40 Gy)。通过将初始计划应用于HU和伪影校正的预处理锥束计算机断层扫描(CBCT)图像来计算递送剂量。对每一组分的剂量学参数进行评估。主要解剖特征包括临床靶体积(CTV)在上下(SI)和前后(AP)方向的变化,以及膀胱和直肠的体积变化。这些特征用于预测CTV D99和D0.03cc的偏差,以及膀胱和直肠的最大剂量。建立了单变量和多变量逻辑回归模型,以确定剂量学偏差的重要解剖学预测因子,并报告了比值比(OR)和曲线下面积(AUC)值,用于预测性能评估。结果CTV AP移位和膀胱/直肠体积变化是剂量学偏差的重要预测因子。单因素分析表明,膀胱容量增加(109.80 cc)与CTV偏差(0.03cc)密切相关(平均偏差= 0.33 Gy, OR = 5.78, p = 0.03)。直肠容积变化>; 9.22 cc是直肠D0.03cc偏差的最强预测因子(平均偏差= 0.68 Gy, OR = 4.23, p = 0.01)。AP移位>; - 0.27 cm也可预测CTV D0.03cc偏差(OR = 0.35, p = 0.01)。多变量模型预测直肠D0.03cc的AUC最高(0.73),CTV D0.03cc次之(AUC = 0.68)。结论结合膀胱容量变化和CTV移位的多变量模型能准确预测PBS-SBRT的剂量学偏差。这些发现强调了PBS-SBRT期间需要采取适应性策略,以减轻分数间变化的影响,优化剂量传递精度,并降低高风险患者的毒性。
The effect of interfractional variation on delivered dose with ultrahypofractionated pencil beam scanning proton therapy for localized prostate cancer
Purpose/objectives
Proton stereotactic body radiotherapy (SBRT) using the pencil beam scanning (PBS) technique is increasingly used for localized prostate cancer (PCa) due to its potential for superior normal tissue sparing. However, interfractional anatomical variations pose challenges for accurate dose delivery, especially in ultrahypofractionation. This study investigates the dosimetric impact of these variations in PCa patients treated with PBS-SBRT.
Methods
Forty-two low- or intermediate-risk PCa patients treated with PBS-SBRT (36.25/ 40 Gy in 5 fractions) were included. Delivered doses were calculated by applying the initial plans to HU and artifact-corrected pre-treatment cone-beam computed tomography (CBCT) images. Dosimetric parameters were evaluated per fraction. Key anatomical features included clinical target volume (CTV) shifts in the superior-inferior (SI) and anterior-posterior (AP) directions, and volume changes in the bladder and rectum. These features were used to predict deviations in CTV D99 and D0.03cc, as well as maximum bladder and rectum doses. Univariate and multivariate logistic regression models were developed to identify significant anatomical predictors of dosimetric deviations, with odds ratios (OR) and area under the curve (AUC) values reported for predictive performance evaluation.
Results
CTV AP shifts and bladder/rectum volume changes were significant predictors of dosimetric deviations. Univariate analyses indicated that bladder volume increases > 109.80 cc were strongly associated with deviations in CTV D0.03cc (mean deviation = 0.33 Gy, OR = 5.78, p = 0.03). Rectum volume changes > 9.22 cc were the strongest predictor of rectum D0.03cc deviations (mean deviation = 0.68 Gy, OR = 4.23, p = 0.01). AP shifts > −0.27 cm were also predictive of CTV D0.03cc deviations (OR = 0.35, p = 0.01). Multivariate model predicting rectum D0.03cc achieved the highest AUC (0.73), followed by CTV D0.03cc (AUC = 0.68).
Conclusion
Multivariate models incorporating bladder volume changes and CTV shifts accurately predict dosimetric deviations in PBS-SBRT. These findings highlight the need for adaptive strategies during PBS-SBRT to mitigate the impact of interfractional variations, optimize dose delivery precision, and reduce toxicity in high-risk patients.
期刊介绍:
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