Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Biostatistics & Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Eur Urol Focus. 2019 Jul;5(4):664-675. doi: 10.1016/j.euf.2018.01.017. Epub 2018 Feb 7.
Bladder cancer is among the common human malignancies that show a heavy mutational load and copy number variations of numerous chromosomes, which makes them a target for diagnostic explorations.
We aimed to design a multicolor fluorescence in situ hybridization (FISH) test referred to as the quartet test for the detection of bladder cancer in urine.
DESIGN, SETTING, AND PARTICIPANTS: We performed genome-wide copy number variation analysis on cohorts from the University of Texas MD Anderson Cancer Center (n=40) and The Cancer Genome Atlas (n=129), and identified the most frequently amplified chromosomal regions. These data were used to select four of the amplified regions to design a multicolor FISH test, referred to as the quartet test. Assay validation was performed on urine samples from 98 patients with bladder cancer: 56 with low-grade papillary, 42 with high-grade invasive disease, and 48 benign controls.
The quartet test can be used in clinical practice for noninvasive detection of bladder cancer.
We initially analyzed samples using a fraction of abnormal cell scores and then by the quantitative score, which included not only the proportion of cells with abnormal copy numbers, but also the proportion of cells with numbers of altered copies and degree of amplification. We used receiver operator characteristic (ROC) curves to identify cutoff values for the scores at which performances of sensitivity and specificity were maximized.
The copy number status assessed by probes detected in voided urine reflected the amplification status of the primary tumor. An ROC curve summarizing the proportion of assayed cells with any abnormal copy numbers gave specificity of 93.8% and sensitivity of 78.6% using the proportion of cells with abnormal copy numbers. The quantitative score giving extra weight to cells with multiple simultaneous amplifications provided 95.8% specificity and 76.8% sensitivity. Both percentage of abnormal cells and quantitative scores were highly effective for assessing the grade of the tumor. The full spectrum of potential clinical applications was not explored in the current study, and further validation studies are needed.
The quartet test shows promising specificity and sensitivity results, but it requires validation on a larger multi-institutional cohort of samples.
The quartet test can be used for noninvasive detection of bladder cancer in voided urine. It can also be used to assess the grade of the tumor and tumor recurrence as well as post-treatment effects.
膀胱癌是人类常见的恶性肿瘤之一,其具有大量的突变负荷和许多染色体的拷贝数变异,这使其成为诊断探索的目标。
我们旨在设计一种称为四重荧光原位杂交(FISH)测试的多色荧光原位杂交(FISH)测试,用于检测尿液中的膀胱癌。
设计、设置和参与者:我们对来自德克萨斯大学 MD 安德森癌症中心(n=40)和癌症基因组图谱(n=129)的队列进行了全基因组拷贝数变异分析,并确定了最常扩增的染色体区域。这些数据用于选择四个扩增区域来设计多色 FISH 测试,称为四重测试。对 98 例膀胱癌患者的尿液样本进行了检测验证:56 例低级别乳头状,42 例高级别浸润性疾病,48 例良性对照。
四重测试可用于临床实践中的非侵入性膀胱癌检测。
我们最初使用异常细胞分数进行分析,然后使用定量分数进行分析,该分数不仅包括具有异常拷贝数的细胞的比例,还包括具有改变的拷贝数的细胞的比例和扩增程度。我们使用接收者操作特征(ROC)曲线来确定最佳性能的得分的截断值,以实现灵敏度和特异性的最大化。
通过对尿液中检测到的探针进行评估,可反映原发性肿瘤的扩增状态。使用具有异常拷贝数的细胞比例总结的 ROC 曲线得出,使用异常细胞比例的特异性为 93.8%,灵敏度为 78.6%。对具有多个同时扩增的细胞给予额外权重的定量评分提供了 95.8%的特异性和 76.8%的敏感性。异常细胞百分比和定量评分都非常有效地评估了肿瘤的分级。在当前研究中,并未探讨该方法的全部潜在临床应用,需要进一步的验证研究。
四重测试显示出有前途的特异性和敏感性结果,但需要在更大的多机构样本队列中进行验证。
四重测试可用于检测尿液中的膀胱癌,也可用于评估肿瘤分级、肿瘤复发以及治疗后效果。