| Literature DB >> 30546453 |
Sandra Meršaková1, Veronika Holubeková1, Marián Grendár2, Jozef Višňovský3, Marcela Ňachajová3, Michal Kalman4, Erik Kúdela3, Pavol Žúbor1,3, Tibor Bielik3, Zora Lasabová1,5, Ján Danko3.
Abstract
Cervical cancer (CC) is the second most common type of cancer affecting the female population. The development of CC takes several years, and involves a precancerous stage known as cervical intraepithelial neoplasia (CIN). A key factor in the development of disease is the human papillomavirus (HPV) infection, which initiates carcinogenesis. Furthermore, CC is also impacted by epigenetic changes such as DNA methylation, which causes activation or exclusion of certain genes, and the hypermethylation of cytosines in promoters, thereby switching off previously active genes. The majority of DNA methylation events occur at cytosine-guanine nucleotides, which in the human genome are known as CpG islands. The aim of the present study was to investigate the methylation levels in intronic sequences of the two tumor suppressor genes cell adhesion molecule 1 (CADM1) and T-lymphocyte maturation associated protein (MAL) using cytological samples and to identify potential biomarkers involved in CIN by pyrosequencing. DNA was isolated from cervical smears from patients with CINs, with healthy patients serving as a control group. Samples were converted by treatment with sodium bisulfite and subsequent pyrosequencing to detect the methylation status of the selected genes. The presence of HPV DNA infection analyzed by the polymerase chain reaction, was detected in each sample. Of the total number of samples (n=91), the present study confirmed the presence of one or two high-risk subtypes of HPV in 39 cases (42.85%) and HPV infection was significantly associated with CIN2+ lesions. For the two genes (MAL and CADM1) the present study confirmed that the median methylation was significantly higher in HPV positive patients [P=0.0097, 95% confidence interval (CI): (-0.030, -0.003)/P=0.0024, 95% CI: (-0.06, -0.01)] when compared with patients negative for HPV DNA infection, and the average methylation was demonstrated to be increased with the degree of cervical lesion. The present study used logistical regression to model the dependence between the case/control statuses (control group vs. Dg. 1-4). The area under the curve values for MAL were: 84% for cervical inflammation, 71% for CIN1, 73.4% for CIN2+ and 77% for squamous cell carcinoma (SCC); and for CADM1 were: 88.6% for cervical inflammation, 68% for CIN1, 80% for CIN2+ and 89% for SCC. The present study confirmed that there were statistically significant differences between the methylation levels of individual CpGs and significantly higher median methylation in patients positive for HPV16/18. CADM1 exhibited higher levels of methylation in almost every study group when compared with MAL during the transition of CIN and appeared to be a promising biomarker for future study.Entities:
Keywords: DNA methylation; bio-markers; cervical cancer; human papillomavirus infection; pyrosequencing
Year: 2018 PMID: 30546453 PMCID: PMC6256340 DOI: 10.3892/ol.2018.9505
Source DB: PubMed Journal: Oncol Lett ISSN: 1792-1074 Impact factor: 2.967
Median age of the patients and positivity rates for HPV16/18 in the cervical scrapes in regard to their most severe underlying histological diagnosis.
| Dg. | Histology | Total n | Median age (range), years | HPV 16/18 positive, n (%) |
|---|---|---|---|---|
| 0 | Control | 31 | 38 (23–75) | 6 (19) |
| 1 | Inflammation | 20 | 41.5 (22–64) | 7 (35) |
| 2 | CIN 1 | 14 | 33 (19–67) | 6 (42.8) |
| 3 | CIN 2+ | 19 | 32 (21–65) | 13 (68.4) |
| 4 | SCC | 7 | 48.7 (32–68) | 7 (100) |
Dg, diagnosis group; Dg. 0, controls; Dg.1, inflammation samples; Dg.2, CIN1; Dg.3, CIN2+; Dg.4, SCC; CIN, cervical intraepithelial neoplasia; SCC, squamous cell carcinoma; MAL, T-lymphocyte maturation associated protein; CADM1, cell adhesion molecule 1; HPV, human papillomavirus.
Figure 1.Map of CpG methylation sites in the first intron of T-lymphocyte maturation associated protein. Chromosomal location: Chr2: 95691554-95691815. Individual CpGs are underlined in red. CpG, CG dinucleotides.
Figure 2.Map of CpG methylation sites in the first intron of cell adhesion molecule 1. Chromosomal location: Chr11: 115374815-115374991. Individual CpGs are underlined in red. CpG, CG dinucleotides.
Figure 3.Welch's two-sample test with one-side alternative comparisons of the median methylation of MAL and CADM1 in HPV+/− DNA. The boxplot represents the median and the interquartile range. MAL, T-lymphocyte maturation associated protein; CADM1, cell adhesion molecule 1; HPV, human papillomavirus.
Multiple comparisons testing of each CpG island in the two tumor-suppressor genes.
| Dg. | |||||||
|---|---|---|---|---|---|---|---|
| 0 vs. 1 | 0.00000[ | 0.00000[ | 0.01914[ | 0.00031[ | 0.00010[ | 0.00006[ | 0.00002[ |
| 0 vs. 2 | 0.00632[ | 0.01790[ | 0.11492 | 0.46309 | 0.57563 | 0.46030 | 0.03467[ |
| 0 vs. 3 | 0.00692[ | 0.00179[ | 0.02417[ | 0.01624[ | 0.00147[ | 0.02081[ | 0.00170[ |
| 0 vs. 4 | 0.01825[ | 0.06606 | 0.95381 | 0.12388 | 0.02095[ | 0.04557[ | 0.01732[ |
| 1 vs. 2 | 0.36317 | 0.06729 | 0.60254 | 0.03027[ | 0.02851[ | 0.05680 | 0.17161 |
| 2 vs. 3 | 0.57294 | 0.83631 | 0.88263 | 0.24036 | 0.02276[ | 0.21970 | 0.80962 |
| 2 vs. 4 | 0.41027 | 0.59283 | 0.18941 | 0.25177 | 0.03047[ | 0.06590 | 0.30761 |
P<0.05
P<0.01
P<0.001. Dg, diagnosis group; Dg.0, controls; Dg.1, inflammation samples; Dg.2, CIN1; Dg.3, CIN2+; Dg.4, SCC; CIN, cervical intraepithelial neoplasia; SCC, squamous cell carcinoma; MAL, T-lymphocyte maturation associated protein; CADM1, cell adhesion molecule 1.
Figure 4.Boxplot of the methylation of the controls and the four levels of lesion (MAL/CADM1). MAL, T-lymphocyte maturation associated protein; CADM1, cell adhesion molecule 1; Dg, diagnosis group.
Multinomial logit model of diagnosis as a function of age, HPV, MAL 1–4 and CADM1 1–3.
| Dg. no. | Age | HPV | MAL 1 | MAL 2 | MAL 3 | MAL 4 | CADM1 1 | CADM1 2 | CADM1 3 |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 0.054 | 0.622 | 0.043 | 0.697 | 0.111 | 0.315 | 0.989 | 0.678 | 0.001 |
| 2 | 0.321 | 0.093 | 0.017 | 0.195 | 0.875 | 0.043 | 0.091 | 0.584 | 0.086 |
| 3 | 0.423 | 0.028 | 0.155 | 0.721 | 0.867 | 0.451 | 0.183 | 0.261 | 0.038 |
| 4 | 0.584 | 0.000 | 0.909 | 0.000 | 0.012 | 0.227 | 0.346 | 0.233 | 0.316 |
Dg, diagnosis group; Dg.1, inflammation samples; Dg.2, CIN1; Dg.3, CIN2+; Dg.4, SCC; CIN, cervical intraepithelial neoplasia; MAL, T-lymphocyte maturation associated protein; CADM1, cell adhesion molecule 1; HPV, human papillomavirus.
Figure 5.(A) ROC curve with AUC values (logistic regression) for samples from the control group and Dg. 1 (brown), 2 (blue), 3 (red) and 4 (green) depending on the median methylation of the MAL. (B) ROC curve with AUC values (logistic regression) for samples from the control group and Dg. 1 (brown), 2 (blue), 3 (red) and 4 (green) depending on the median methylation of the CADM1. ROC, receiver operating curve; AUC, area under the curve; MAL, T-lymphocyte maturation associated protein; CADM1, cell adhesion molecule 1; Dg, diagnosis group.