Discovery and validation of candidate host DNA methylation markers for detection of cervical precancer and cancer.
Megan A ClarkePatricia LuhnJulia C GageClara BodelonS Terence DunnJoan WalkerRosemary ZunaStephen HewittJ Keith KillianLiying YanAndrew MillerMark SchiffmanNicolas WentzensenPublished in: International journal of cancer (2017)
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, 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 and 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.
Keyphrases
- high grade
- dna methylation
- genome wide
- low grade
- papillary thyroid
- stem cells
- squamous cell
- gene expression
- cervical cancer screening
- transcription factor
- systematic review
- fine needle aspiration
- lymph node metastasis
- high throughput
- emergency department
- pregnant women
- small molecule
- squamous cell carcinoma
- cell proliferation
- copy number
- drug delivery
- childhood cancer
- long non coding rna
- genome wide identification
- young adults
- insulin resistance
- adipose tissue
- long noncoding rna
- case control