Can Pre-treatment Quantitative Multi-parametric MRI Predict the Outcome of Radiotherapy in Patients with Prostate Cancer?

医学 前列腺癌 有效扩散系数 接收机工作特性 核医学 近距离放射治疗 放射治疗 磁共振弥散成像 病变 活检 外照射放疗 多参数磁共振成像 磁共振成像 放射科 泌尿科 癌症 内科学 外科
作者
Aritrick Chatterjee,William Tyler Turchan,Xiaobing Fan,A Griffin,Ambereen Yousuf,Gregory S. Karczmar,S. Liauw,Aytekin Oto
出处
期刊:Academic Radiology [Elsevier]
卷期号:29 (7): 977-985 被引量:9
标识
DOI:10.1016/j.acra.2021.09.012
摘要

Rationale and Objectives To investigate whether pre-treatment quantitative multiparametric MRI can predict biochemical outcome of prostate cancer (PCa) patients treated with primary radiotherapy (RT). Materials and Methods Fifty-one patients with biopsy confirmed PCa underwent prostate multiparametric MRI on 3T MR scanner prior to RT. Thirty-seven men (73%) were treated with external beam RT alone, 12 men (24%) were treated with brachytherapy monotherapy, and two men (4%) were treated with external beam RT with brachytherapy boost. The index lesion was outlined by a radiologist and quantitative apparent diffusion coefficient (ADC), T2 and DCE parameters were measured. Biochemical failure was defined using the Phoenix criteria. Results After a median follow-up of 65 months, seven patients had biochemical failure. ADC had an area under the receiver operating characteristic curve of 0.71 for predicting RT outcome with significantly lower ADC (0.78 ± 0.17 vs 0.96 ± 0.26 µm2/ms, p = 0.04) of the index lesion in men with biochemical failure. Ideal ADC cutoff point (Youdens index) was 0.96 µm2/ms which had a sensitivity of 100% and specificity of 48% for predicting biochemical failure. Kaplan-Meier analysis showed that lower ADC values were associated with significantly lower freedom from biochemical failure (FFBF, p = 0.03, no failures out of 20 men if ADC ≥ 0.96 µm2/ms; seven of 31 with failures if ADC < 0.96 µm2/ms). On multivariable analysis, ADC was associated with FFBF (HR 0.96 per increase in ADC of 0.01 um2/ms [95% CI, 0.92-1.00]; p = 0.042) after accounting for National Comprehensive Cancer Network risk category (p = 0.064) and receipt of androgen deprivation therapy (p = 0.141). Quantitative T2 and DCE parameters were not associated with biochemical outcome. Conclusion Our results suggest that quantitative ADC values of the index lesion may predict biochemical failure following primary radiotherapy in patients with PCa. Lower ADC values were associated with inferior biochemical control. To investigate whether pre-treatment quantitative multiparametric MRI can predict biochemical outcome of prostate cancer (PCa) patients treated with primary radiotherapy (RT). Fifty-one patients with biopsy confirmed PCa underwent prostate multiparametric MRI on 3T MR scanner prior to RT. Thirty-seven men (73%) were treated with external beam RT alone, 12 men (24%) were treated with brachytherapy monotherapy, and two men (4%) were treated with external beam RT with brachytherapy boost. The index lesion was outlined by a radiologist and quantitative apparent diffusion coefficient (ADC), T2 and DCE parameters were measured. Biochemical failure was defined using the Phoenix criteria. After a median follow-up of 65 months, seven patients had biochemical failure. ADC had an area under the receiver operating characteristic curve of 0.71 for predicting RT outcome with significantly lower ADC (0.78 ± 0.17 vs 0.96 ± 0.26 µm2/ms, p = 0.04) of the index lesion in men with biochemical failure. Ideal ADC cutoff point (Youdens index) was 0.96 µm2/ms which had a sensitivity of 100% and specificity of 48% for predicting biochemical failure. Kaplan-Meier analysis showed that lower ADC values were associated with significantly lower freedom from biochemical failure (FFBF, p = 0.03, no failures out of 20 men if ADC ≥ 0.96 µm2/ms; seven of 31 with failures if ADC < 0.96 µm2/ms). On multivariable analysis, ADC was associated with FFBF (HR 0.96 per increase in ADC of 0.01 um2/ms [95% CI, 0.92-1.00]; p = 0.042) after accounting for National Comprehensive Cancer Network risk category (p = 0.064) and receipt of androgen deprivation therapy (p = 0.141). Quantitative T2 and DCE parameters were not associated with biochemical outcome. Our results suggest that quantitative ADC values of the index lesion may predict biochemical failure following primary radiotherapy in patients with PCa. Lower ADC values were associated with inferior biochemical control.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
丘比特应助落寞鸡采纳,获得10
1秒前
1秒前
汉堡包应助11111采纳,获得10
1秒前
OWEN发布了新的文献求助10
1秒前
1秒前
2秒前
2秒前
3秒前
笑呵呵完成签到,获得积分10
3秒前
顾矜应助孤独紫山采纳,获得10
3秒前
桑榆发布了新的文献求助10
3秒前
3秒前
LZZZZZQ完成签到,获得积分10
3秒前
4秒前
liu完成签到,获得积分10
4秒前
5秒前
齐佳完成签到,获得积分10
5秒前
Frank发布了新的文献求助10
5秒前
丘比特应助文献狂人采纳,获得10
5秒前
搜集达人应助飞快的寒香采纳,获得10
5秒前
wxf发布了新的文献求助10
5秒前
5秒前
wjw发布了新的文献求助10
5秒前
小蒋完成签到,获得积分10
6秒前
LZZZZZQ发布了新的文献求助10
6秒前
北赊完成签到,获得积分10
6秒前
edisonzz完成签到,获得积分10
6秒前
7秒前
小雨滴完成签到,获得积分10
8秒前
8秒前
YLY安发布了新的文献求助10
8秒前
天天开心发布了新的文献求助10
9秒前
9秒前
123发布了新的文献求助10
10秒前
受伤语柔发布了新的文献求助10
10秒前
快让我滚蛋毕业完成签到,获得积分10
11秒前
张狗蛋发布了新的文献求助10
12秒前
舍我其谁发布了新的文献求助10
12秒前
xiaominza完成签到,获得积分10
13秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Kinesiophobia : a new view of chronic pain behavior 2000
Research for Social Workers 1000
Psychology and Work Today 800
Mastering New Drug Applications: A Step-by-Step Guide (Mastering the FDA Approval Process Book 1) 800
Kinesiophobia : a new view of chronic pain behavior 600
Signals, Systems, and Signal Processing 510
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5896526
求助须知:如何正确求助?哪些是违规求助? 6710997
关于积分的说明 15734308
捐赠科研通 5018983
什么是DOI,文献DOI怎么找? 2702774
邀请新用户注册赠送积分活动 1649577
关于科研通互助平台的介绍 1598645