McCann Stephanie M, Jiang Yulei, Fan Xiaobing, Wang Jianing, Antic Tatjana, Prior Fred, VanderWeele David, Oto Aytekin
1 Department of Radiology, University of Chicago, 5841 S Maryland Ave, MC 2026, Chicago, IL 60637.
2 Department of Pathology, University of Chicago, Chicago, IL.
AJR Am J Roentgenol. 2016 Mar;206(3):559-65. doi: 10.2214/AJR.15.14967.
The objective of our study was to investigate associations between quantitative image features of multiparametric MRI of the prostate and PTEN expression of peripheral zone prostate cancer.
A total of 45 peripheral zone cancer foci from 30 patients who had undergone multiparametric prostate MRI before prostatectomy were identified by a genitourinary pathologist and a radiologist who reviewed histologic findings and MR images. Histologic sections of cancer foci underwent immunohistochemical analysis and were scored according to the percentage of tumor-positive cells expressing PTEN as negative (0-20%), mixed (20-80%), or positive (80-100%). Average and 10th percentile apparent diffusion coefficient (ADC) values, skewness of T2-weighted signal intensity histogram, and quantitative perfusion parameters (i.e., forward volume transfer constant [K(trans)], extravascular extracellular volume fraction [ve], and reverse reflux rate constant between the extracellular space and plasma [k(ep)]) from the Tofts model were calculated for each cancer focus. Associations between the quantitative image features and PTEN expression were analyzed with the Spearman rank correlation coefficient (r).
Analysis of the 45 cancer foci revealed that 21 (47%) were PTEN-positive, 12 (27%) were PTEN-negative, and 12 (27%) were mixed. There was a weak but significant negative correlation between Gleason score and PTEN expression (r = -0.30, p = 0.04) and between k(ep) and PTEN expression (r = -0.35, p = 0.02). There was no significant correlation between other multiparametric MRI features and PTEN expression.
This preliminary study of radiogenomics of peripheral zone prostate cancer revealed weak-but significant-associations between the quantitative dynamic contrast-enhanced MRI feature k(ep) and Gleason score with PTEN expression. These findings warrant further investigation and validation with the aim of using multiparametric MRI to improve risk assessment of patients with prostate cancer.
本研究的目的是探讨前列腺多参数磁共振成像(MRI)的定量图像特征与外周带前列腺癌PTEN表达之间的关联。
由一名泌尿生殖病理学家和一名放射科医生对30例前列腺切除术前接受多参数前列腺MRI检查的患者的45个外周带癌灶进行识别,他们回顾了组织学检查结果和MR图像。癌灶的组织学切片进行免疫组织化学分析,并根据表达PTEN的肿瘤阳性细胞百分比分为阴性(0 - 20%)、混合性(20 - 80%)或阳性(80 - 100%)进行评分。计算每个癌灶的平均表观扩散系数(ADC)值和第10百分位数、T2加权信号强度直方图的偏度以及Tofts模型的定量灌注参数(即正向容积转移常数[K(trans)]、血管外细胞外容积分数[ve]和细胞外间隙与血浆之间的反向回流速率常数[k(ep)])。采用Spearman等级相关系数(r)分析定量图像特征与PTEN表达之间的关联。
对45个癌灶的分析显示,21个(47%)为PTEN阳性,12个(27%)为PTEN阴性,12个(27%)为混合性。Gleason评分与PTEN表达之间存在微弱但显著的负相关(r = -0.30,p = 0.04),k(ep)与PTEN表达之间也存在微弱但显著的负相关(r = -0.35,p = 0.02)。其他多参数MRI特征与PTEN表达之间无显著相关性。
这项外周带前列腺癌放射基因组学的初步研究揭示了定量动态对比增强MRI特征k(ep)和Gleason评分与PTEN表达之间存在微弱但显著的关联。这些发现值得进一步研究和验证,旨在利用多参数MRI改善前列腺癌患者的风险评估。