| Literature DB >> 31856411 |
Jasmin Fertey1, Jörg Hagmann2, Hans-Joachim Ruscheweyh3, Christian Munk4, Susanne Kjaer4, Daniel Huson3, Juliane Haedicke-Jarboui1, Frank Stubenrauch1, Thomas Iftner1.
Abstract
Several studies have demonstrated that the viral genome can be methylated by the host cell during progression from persistent infection to cervical cancer. The aim of this study was to investigate whether methylation at a specific site could predict the development of viral persistence and whether viral load shows a correlation with specific methylation patterns. HPV16-positive samples from women aged 20-29 years (n = 99) with a follow-up time of 13 years, were included from a Danish cohort comprising 11 088 women. Viral load was measured by real-time PCR and methylation status was determined for 39 CpG sites in the upstream regulatory region (URR), E6/E7, and L1 region of HPV16 by next-generation sequencing. Participants were divided into two groups according to whether they were persistently (≥ 24 months) or transiently HPV16 infected. The general methylation status was significantly different between women with a persistent and women with a transient infection outcome (P = .025). One site located in L1 (nt. 5962) was statistically significantly (P = .00048) different in the methylation status after correction using the Holm-Sidak method (alpha = 0.05). Correlation analyses of samples from HPV16 persistently infected women suggest that methylation is higher although viral load is lower. This study indicates that methylation at position 5962 of the HPV16 genome within the L1 gene might be a predictive marker for the development of a persistent HPV16 infection.Entities:
Keywords: Biomarker; DNA Methylation; HPV16; Persistence
Mesh:
Substances:
Year: 2019 PMID: 31856411 PMCID: PMC6997067 DOI: 10.1002/cam4.2771
Source DB: PubMed Journal: Cancer Med ISSN: 2045-7634 Impact factor: 4.452
Figure 1Schematic overview of the study population. Overview of study design of the Danish HPV cohort study (modified from 32). For methylation analysis 101 HPV‐positive samples were selected, n = 99 samples have been finally included. Of these 99 samples, 53 remained HPV16‐positive after 2 years and were therefore regarded as persistently infected. 46 were negative for HPV16 after 2 years and were therefore regarded as transiently infected
Figure 2Methylation status distribution for each CpG site. A, Methylation profiles for samples from persistently infected women. Each row represents one prospective persistent patient sample. The HPV16 genome with each CpG site is listed horizontally at the bottom. The top panel indicates the respective region of the viral genome. The level of site‐specific methylation is shaded according to the scale bar from 0% – 100%. White indicates that the site did not exist in the given sample or failed to amplify. B, Methylation profiles for samples from transiently infected women
Figure 3The methylation status differs between samples with persistent and transient infection outcome before correction for multiple testing. A, Overall comparison of the quantities of methylation between transiently and persistently infected women. For this, results were grouped according to the patient’s future infection outcome and the mean of the methylation at every CpG was calculated, (each dot represents the mean value of one CpG position). The P value was calculated using the nonparametric, two‐tailed Mann‐Whitney test. B, Comparison of methylation quantities at each CpG site between transiently and persistently infected women. The mean of the methylation amount at each CpG was calculated, (each bar represents the mean value). SEMs are indicated. C, Comparison of methylation quantities at CpG sites 494 and 701 between transiently and persistently infected women. The mean of the methylation at every CpG was calculated, and a Mann‐Whitney test was applied to test for significant difference between the two groups for each CpG. The only sites that showed statistical significance (P < .05) were CpGs 494 and 701
Detailed overview of the CpGs analyzed by multiple comparison. The correction for multiple testing was performed using the Holm‐Sidak method with alpha = 0.05
| CpG position | Significant? | P value | Mean1 | Mean2 | Difference | SE of Difference | T ratio |
|---|---|---|---|---|---|---|---|
| 31 | 0.2407 | 7.1256 | 2.2222 | 4.9034 | 4.1785 | 1.1735 | |
| 37 | 0.2567 | 8.5154 | 3.7750 | 4.7404 | 4.1785 | 1.1345 | |
| 43 | 0.1322 | 9.0564 | 2.7639 | 6.2925 | 4.1785 | 1.5059 | |
| 52 | 0.4293 | 9.6000 | 6.2972 | 3.3028 | 4.1785 | 0.7904 | |
| 58 | 0.3275 | 9.2333 | 5.1417 | 4.0917 | 4.1785 | 0.9792 | |
| 125 | 0.9353 | 2.9154 | 3.2159 | ‐0.3005 | 3.7032 | 0.0812 | |
| 218 | 0.4440 | 1.9808 | 4.8159 | ‐2.8351 | 3.7032 | 0.7656 | |
| 221 | 0.4020 | 2.1731 | 5.2773 | ‐3.1042 | 3.7032 | 0.8382 | |
| 245 | 0.6570 | 6.0577 | 7.7023 | ‐1.6446 | 3.7032 | 0.4441 | |
| 387 | 0.7131 | 5.7377 | 4.3978 | 1.3399 | 3.6431 | 0.3678 | |
| 494 | 0.2045 | 12.8321 | 8.2087 | 4.6234 | 3.6431 | 1.2691 | |
| 502 | 0.1594 | 14.2019 | 9.0444 | 5.1574 | 3.6647 | 1.4073 | |
| 506 | 0.1836 | 13.2547 | 8.3800 | 4.8747 | 3.6647 | 1.3302 | |
| 539 | 0.4320 | 12.3000 | 9.4200 | 2.8800 | 3.6647 | 0.7859 | |
| 701 | 0.1196 | 8.1475 | 1.6806 | 6.4669 | 4.1533 | 1.5571 | |
| 752 | 0.3198 | 9.1075 | 4.9750 | 4.1325 | 4.1533 | 0.9950 | |
| 757 | 0.4501 | 8.1875 | 5.0500 | 3.1375 | 4.1533 | 0.7554 | |
| 765 | 0.0387 | 13.5350 | 4.9444 | 8.5906 | 4.1533 | 2.0684 | |
| 780 | 0.2452 | 9.5550 | 4.7278 | 4.8272 | 4.1533 | 1.1623 | |
| 790 | 0.5449 | 6.4650 | 3.9500 | 2.5150 | 4.1533 | 0.6055 | |
| 5926 | 0.0049 | 20.2516 | 6.2348 | 14.0168 | 4.9753 | 2.8173 | |
| 5962 | yes | 0.0005 | 20.5000 | 3.1217 | 17.3783 | 4.9753 | 3.4929 |
| 6366 | 0.3628 | 17.5688 | 13.3107 | 4.2580 | 4.6783 | 0.9102 | |
| 6388 | 0.1293 | 24.3156 | 17.2179 | 7.0978 | 4.6783 | 1.5172 | |
| 6456 | 0.9531 | 6.6469 | 6.3714 | 0.2754 | 4.6783 | 0.0589 | |
| 6580 | 0.3128 | 7.5625 | 12.2857 | ‐4.7232 | 4.6783 | 1.0096 | |
| 6649 | 0.0379 | 18.9343 | 9.2115 | 9.7228 | 4.6807 | 2.0772 | |
| 6730 | 0.4784 | 10.4914 | 7.1731 | 3.3184 | 4.6807 | 0.7089 | |
| 6795 | 0.3180 | 9.5629 | 4.8885 | 4.6744 | 4.6807 | 0.9986 | |
| 7427 | 0.7509 | 8.7620 | 7.5359 | 1.2261 | 3.8623 | 0.3175 | |
| 7433 | 0.2592 | 8.7100 | 4.3513 | 4.3587 | 3.8623 | 1.1285 | |
| 7454 | 0.5515 | 7.1980 | 4.8974 | 2.3006 | 3.8623 | 0.5956 | |
| 7460 | 0.4745 | 5.6600 | 2.8974 | 2.7626 | 3.8623 | 0.7153 | |
| 7534 | 0.6534 | 3.9320 | 2.1974 | 1.7346 | 3.8623 | 0.4491 | |
| 7552 | 0.7081 | 3.4460 | 2.0000 | 1.4460 | 3.8623 | 0.3744 | |
| 7675 | 0.5989 | 4.2063 | 2.2093 | 1.9970 | 3.7961 | 0.5261 | |
| 7681 | 0.2896 | 6.9833 | 2.9628 | 4.0205 | 3.7961 | 1.0591 | |
| 7693 | 0.8320 | 5.0854 | 5.8907 | ‐0.8053 | 3.7961 | 0.2121 | |
| 7861 | 0.2702 | 9.0359 | 4.4278 | 4.6081 | 4.1785 | 1.1028 |
Mean1 is referring to the group of women persistently infected; Mean2 is referring to the group of women transiently infected; Difference is the difference between Mean2 and Mean1; T ratio is Mean1 plus Mean2 divided by the SE (standard error) of the difference.
Figure 4Methylation differs between samples with persistent and transient infection outcome after correction for multiple testing. The samples were grouped according to their future infection outcome and a multiple comparison was applied: persistent samples were compared with transient samples using one pooled SD. The correction for multiple testing was performed using the Holm‐Sidak method with alpha = 0.05. The dashed line indicates the threshold for statistical significance. Dots on and below this line are considered statistically significant
Correlation of viral load with methylation of the viral genome. The methylation for each CpG was correlated with viral load using a Spearman nonparametric correlation (two‐tailed). Only those positions that resulted in a significant correlation (P < .05) are shown
| Viral load vs. 494 | Viral load vs. 502 | Viral load vs. 539 | Viral load vs. 5616 | Viral load vs. 7033 | |
|---|---|---|---|---|---|
| Spearman r | 0.2332 | 0.2925 | 0.2448 | 0.4407 | 0.399 |
| 95% confidence interval | 0.03159 – 0.4165 | 0.09398 – 0.4686 | 0.04284 – 0.4276 | 0.1043 – 0.6866 | 0.09898 – 0.6325 |
|
| 0.0202 | 0.0035 | 0.0151 | 0.0103 | 0.0089 |
| Exact/approx. | approximate | approximate | approximate | approximate | approximate |
| Number of XY pairs | 99 | 98 | 98 | 33 | 42 |