局部前列腺癌HDR近距离放射治疗后尿道狭窄剂量学和放射组学分析的初步研究。

Y. Tsang, D. Vignarajah, A. McWilliam, H. Tharmalingam, G. Lowe, A. Choudhury, P. Hoskin
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引用次数: 7

摘要

目的:对HDR单药治疗患者进行队列分析,以确定非恶性尿道狭窄的发生率;(ii)探讨狭窄形成与尿道长度方向剂量分布及前列腺MRI放射组学特征的关系。方法回顾性分析接受19 Gy单组分HDR BT治疗的患者的治疗记录。配对分析对每个狭窄病例使用一个对照,与治疗前IPSS评分、使用的针数和确定的每个狭窄病例的临床靶体积(CTV)体积相匹配。对于所有数据集,使用预处理t2加权MRI图像来定义沿尿道和整个前列腺内的感兴趣区域。MRI结构放射组学特征-能量,对比度和均匀性被选择。采用Wilcoxon符号秩检验来调查病例和对照组之间剂量学参数和MRI放射组学特征值的显著差异。结果2010年11月至2017年7月,178例患者接受了单剂量19 Gy的HDR BT治疗。中位随访28.2个月,共发现5/178(3%)狭窄。10例患者纳入配对分析。尿道剂量学指标与对照组比较差异无统计学意义(p < 0.05)。在MRI放射组学特征分析方面,病例与对照组在对比性和同质性方面存在显著差异(p < 0.05)。然而,这并不适用于能量特征(p = 0.28)。结论在配对分析中,治疗后狭窄与尿道剂量测定无相关性。我们的研究产生了一个初步的临床假设,表明前列腺的均匀性和对比的MRI放射组学特征可以潜在地识别HDR BT后出现狭窄的患者。尽管样本量很小,但这需要在更大的患者队列中进一步验证。尿道狭窄已被报道为前列腺HDR近距离治疗的特异性晚期效应。我们的研究报告了相对较低的狭窄率,为3%,并且未发现治疗后狭窄与尿道剂量测定之间的关联。MRI放射组学特征可以潜在地识别更容易发生狭窄的患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A pilot study on dosimetric and radiomics analysis of urethral strictures following HDR brachytherapy as monotherapy for localised prostate cancer.
OBJECTIVES A cohort of HDR monotherapy patients was analysed to (i) establish the frequency of non-malignant urethral stricture; (ii) explore the relation between stricture formation with the dose distribution along the length of the urethra, and MRI radiomics features of the prostate gland. METHODS A retrospective review of treatment records of patients who received 19 Gy single fraction of HDR BT was carried out. A matched pair analysis used one control for each stricture case matched with pre-treatment IPSS score, number of needles used and clinical target volume (CTV) volume for each stricture case identified.For all data sets, pre-treatment T2-weighted MRI images were used to define regions-of-interests along the urethra and within the whole prostate gland. MRI textural radiomics features - energy, contrast and homogeneity were selected. Wilcoxon signed-rank test was performed to investigate significant differences in dosimetric parameters and MRI radiomics feature values between cases and controls. RESULTS From Nov 2010 to July 2017, there were 178 patients treated with HDR BT delivering 19 Gy in a single dose. With a median follow up of 28.2 months, a total of 5/178 (3%) strictures were identified.ten patients were included in the matched pair analysis. The urethral dosimetric parameters investigated were not statistically different between cases and controls (p > 0.05). With regards to MRI radiomics feature analysis, significant differences were found in contrast and homogeneity between cases and controls (p < 0.05). However, this did not apply to the energy feature (p = 0.28). CONCLUSIONS In this matched pair analysis, no association between post-treatment stricture and urethral dosimetry was identified. Our study generated a preliminary clinical hypothesis suggesting that the MRI radiomics features of homogeneity and contrast of the prostate gland can potentially identify patients who develop strictures after HDR BT. Although the sample size is small, this warrants further validation in a larger patient cohort. ADVANCES IN KNOWLEDGE Urethral stricture has been reported as a specific late effect with prostate HDR brachytherapy. Our study reported a relatively low stricture rate of 3% and no association between post-treatment stricture and urethral dosimetry was identified. MRI radiomics features can potentially identify patients who are more prone to develop strictures.
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