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Discovery and validation of candidate host DNA methylation markers for detection of cervical precancer and cancer

机译:发现和验证用于检测宫颈癌和癌症的候选宿主DNA甲基化标记

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摘要

Human papillomavirus (HPV) testing has been recently introduced as an alternative to cytology for cervical cancer screening. However, since most HPV infections clear without causing clinically relevant lesions, additional triage tests are required to identify women who are at high risk of developing cancer. We performed DNA methylation profiling on formalin-fixed, paraffin-embedded tissue specimens from women with benign HPV16 infection and histologically confirmed cervical intraepithelial neoplasia grade 3 (CIN3), and cancer using a bead-based microarray covering 1,500 CpG sites in over 800 genes. Methylation levels in individual CpG sites were compared using a t-test, and results were summarized by computing p-values. A total of 12 candidate genes (ADCYAP1, ASCL1, ATP10, CADM1, DCC, DBC1, HS3ST2, MOS, MYOD1, SOX1, SOX17, and TMEFF2) identified by DNA methylation profiling, plus an additional three genes identified from the literature (EPB41L3, MAL, miR-124) were chosen for validation in an independent set of 167 liquid-based cytology specimens using pyrosequencing and targeted, next-generation bisulfite sequencing. Of the 15 candidate gene markers, 10 had an area under the curve (AUC) of ≥ 0.75 for discrimination of high grade squamous intraepithelial lesions or worse (HSIL+) from <HSIL cytology using at least one assay. Overall, SOX1, DCC, and EPB41L3 showed the best discrimination with AUC values of ≥0.80, irrespective of methylation detection assay. In addition to verifying candidate markers from the literature (e.g., SOX1 and EPB41L3), we identified novel markers that may be considered for detection of cervical precancer and cancer and warrant further validation in prospective studies.
机译:人类乳头瘤病毒(HPV)测试最近已被引入作为细胞学检查宫颈癌筛查的替代方法。但是,由于大多数HPV感染可以清除而不会引起临床上相关的病变,因此需要进行额外的分流测试以鉴定出罹患癌症的高风险女性。我们对基于福尔马林固定,石蜡包埋的组织标本进行了DNA甲基化分析,这些标本来自具有良性HPV16感染,组织学证实为3级宫颈上皮内瘤变(CIN3)和癌症的女性,使用了基于珠子的微阵列,覆盖了800多个基因中的1,500个CpG位点。使用t检验比较各个CpG位点的甲基化水平,并通过计算p值总结结果。通过DNA甲基化分析鉴定出的总共12个候选基因(ADCYAP1,ASCL1,ATP10,CADM1,DCC,DBC1,HS3ST2,MOS,MYOD1,SOX1,SOX17和TMEFF2),以及从文献(EPB41L3,使用焦磷酸测序和靶向的新一代亚硫酸氢盐测序,在167个基于液体的细胞学标本的独立集合中选择了MAL(miR-124)进行验证。在15种候选基因标记中,有10种的曲线下面积(AUC)≥0.75,可通过至少一种测定法区分

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