Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan.
Translational epigenetic center, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan.
Clin Cancer Res. 2017 Jan 1;23(1):263-272. doi: 10.1158/1078-0432.CCR-16-0863. Epub 2016 Aug 9.
Endometrial cancer is a common gynecologic cancer whose incidence is increasing annually worldwide. Current methods to detect endometrial cancer are unreliable and biomarkers are unsatisfactory for screening. Cervical scrapings were reported as a potential source of material for molecular testing. DNA methylation is a promising cancer biomarker, but limited use for detecting endometrial cancer.
We analyzed two methylomics databases of endometrioid-type endometrial cancer. Using nonnegative matrix factorization algorithm clustered the methylation pattern and reduced the candidate genes. We verified in pools DNA from endometrial cancer tissues and cervical scrapings, and validated in 146 cervical scrapings from patients with endometrioid-type endometrial cancer (n = 50), uterine myoma (n = 40), and healthy controls (n = 56) using quantitative methylation-specific PCR (QMSP). The logistic regression was used to evaluate the performance of methylation signal and gene combination.
We filtered out 180 methylated genes, which constituted four consensus clusters. Serial testing of tissues and cervical scrapings detected 14 genes that are hypermethylated in endometrial cancer. Three genes, BHLHE22, CDO1, and CELF4, had the best performance. Individual genes were sensitivity of 83.7%-96.0% and specificity of 78.7%-96.0%. A panel comprising any two of the three hypermethylated genes reached a sensitivity of 91.8%, specificity of 95.5%, and odds ratio of 236.3 (95% confidence interval, 56.4-989.6). These markers were also applied to cervical scrapings of type II endometrial cancer patients, and detected in 13 of 14 patients.
This study demonstrates the potential use of methylated BHLHE22/CDO1/CELF4 panel for endometrial cancer screening of cervical scrapings. Clin Cancer Res; 23(1); 263-72. ©2016 AACR.
子宫内膜癌是一种常见的妇科癌症,其发病率在全球范围内呈逐年上升趋势。目前用于检测子宫内膜癌的方法不可靠,生物标志物也不能令人满意地用于筛查。宫颈刮片被报道为分子检测的潜在材料来源。DNA 甲基化是一种很有前途的癌症生物标志物,但在检测子宫内膜癌方面的应用有限。
我们分析了两个子宫内膜样型子宫内膜癌的甲基化组数据库。使用非负矩阵分解算法对甲基化模式进行聚类,并减少候选基因。我们在子宫内膜癌组织和宫颈刮片的 DNA 池验证,并在 146 例子宫内膜样型子宫内膜癌(n=50)、子宫平滑肌瘤(n=40)和健康对照者(n=56)的宫颈刮片中使用定量甲基化特异性 PCR(QMSP)进行验证。使用逻辑回归评估甲基化信号和基因组合的性能。
我们筛选出 180 个甲基化基因,构成四个一致的聚类。对组织和宫颈刮片的连续检测发现 14 个在子宫内膜癌中呈高甲基化的基因。三个基因 BHLHE22、CDO1 和 CELF4 具有最佳性能。单个基因的敏感性为 83.7%-96.0%,特异性为 78.7%-96.0%。由三个高甲基化基因中的任意两个组成的基因组合达到了 91.8%的敏感性、95.5%的特异性和 236.3(95%置信区间,56.4-989.6)的优势比。这些标志物也应用于 II 型子宫内膜癌患者的宫颈刮片中,并在 14 例患者中的 13 例中检测到。
本研究表明,在宫颈刮片中使用甲基化 BHLHE22/CDO1/CELF4 基因组合进行子宫内膜癌筛查具有潜在应用价值。临床癌症研究;23(1);263-72。©2016AACR。