Background: Cutaneous human papillomavirus (HPV) types have been associated with non-melanoma skin cancer (NMSC), including a previous nested case–control study using HPV serology with bacterially derived fusion proteins with the major HPV capsid protein L1 (GST-L1). However, HPV serology using conformationally intact pseudovirions has been shown to correlate better with natural infection. Prospective studies using a more valid marker of infection are therefore warranted.

Methods: Cancer registry follow-up of large Nordic biobanks identified prediagnostic serum samples from 633 subjects who later developed SCC, 1,990 subjects who developed basal cell carcinoma (BCC). The samples from cases and matched controls were tested for IgG to pseudovirions to 16 different HPV types (3, 5, 6, 11, 15, 16, 18, 31, 32, 33, 38, 45, 52, 58, 68, and 76) and two polyomaviruses (MCPyV and JCPyV).

Results: Baseline seropositivity was not associated with SCC risk, and there were only weak associations with BCC risk [HPV-5 (OR, 1.1; 95% confidence interval [CI], 1.0–1.3), HPV-15 (OR, 1.2; 95% CI, 1.0–1.4), HPV-38 (OR, 1.2; 95% CI, 1.0–1.3), and MCPyV (OR, 1.1; 95% CI, 1.0–1.3)]. Acquisition of HPV-5 seropositivity during follow-up was associated with SCC risk (OR, 3.2; 95% CI, 1.3–7.6). Persistent seropositivity for HPV-15 was weakly associated with BCC (OR, 1.4; 95% CI, 1.0–1.9) and HPV-6 antibody persistence was weakly associated with SCC (OR, 2.2; 95% CI, 1.0–4.8).

Conclusion: Considering the large number of viruses tested, the weak associations found do not support any strong links between studied HPV and NMSC, with the possible exception of HPV-5 seroconversion and SCC.

Impact: Known alpha and beta papillomaviruses do not appear to be risk factors for NMSC. Cancer Epidemiol Biomarkers Prev; 25(4); 721–4. ©2016 AACR.

Immunosuppression greatly raises the risk for nonmelanoma skin cancer (NMSC). Activation of oncogenic skin viruses has been proposed as a possible explanation. Cutaneous papillomaviruses infect healthy skin and are found in skin lesions such as actinic keratosis (AK) and squamous cell carcinoma (SCC) of the skin (1). Prospective human papillomavirus (HPV) seroepidemiology has been instrumental in providing prospective evidence supporting the causal association between HPV and cervical, anogenital, and oropharyngeal cancers (2).

Previously, we reported weak associations between HPV types 3, 15, 38, and 76 and future risk of SCC (3). The previous study was carried out using an HPV serologic method (GST-L1 fusion proteins) that has only weak association with HPV infection (4). Using a conformational HPV antigen (pseudovirions), HPV serology shows a better correlation to HPV infection (4). To use the improved HPV serology for a large prospective study is, therefore, likely to be more informative regarding any possible role of HPV in skin cancer.

Cohorts and study design

The cohorts and the study design are previously described (3). One matched control was selected for each case. We could include 633 SCC cases with 3,115 samples and 1,990 BCC cases with 6,145 samples and the same numbers of controls. In the serial-samples analysis, there were 531 BCC and 256 SCC cases (and the same numbers of controls) that had at least 2 prediagnostic samples.

HPV serology using pseudovirions

Serology was performed as described previously (5). Pseudovirions of HPV 3, 5, 6, 11, 15, 16, 18, 31, 32, 33, 38, 45, 52, 58, 68, 76 and Human polyomaviruses Merkel Cell polyomavirus (MCPyV) and JC polyomaviruses (JCPyV) were included (4). Cut-off values to define seropositivity were calculated independently for each HPV type by analyzing the mean fluorescence intensity unit (MFI) values obtained from 141 children's sera (average 4 year old). The cut-off algorithm recommended by the global HPV LabNet (mean MFI value of a negative control serum panel plus 3 SDs; ref. 6) was used, except that the cutoff value had to be at least 250 MFI.

Statistical analysis

Relative risks were estimated as odds ratios and 95% confidence intervals (CI) by means of conditional logistic regression with SAS 9.4 software (SAS Institute, Inc). If the asymptotic model did not converge, median unbiased estimates of ORs were estimated by exact conditional logistic regression. Heterogeneity in the OR estimates was assessed with a likelihood ratio test.

Seropositivity at baseline showed no association to future risk for SCC for any of the tested viruses and only weak association to BCC for HPV-5 (OR, 1.1; 95% CI, 1.0–1.3), HPV-15 (OR, 1.2; 95% CI, 1.0–1.4), HPV-38 (OR, 1.1; 95% CI, 1.0–1.3), and MCPyV (OR, 1.1; 95% CI, 1.0–1.3; Table 1). All beta-2 HPV types together had a weak association with future BCC (OR, 1.2; 95% CI, 1.1–1.4; Table 1). In analyses restricted to multiple samples, HPV-3 and the alpha-7 HPV group had weak associations with SCC at baseline (OR, 1.8; 95 % CI, 1.0–3.1 and OR, 2.2; 95 % CI, 1.0–4.9, respectively; Table 2). HPV-5 associated with SCC, if seropositivity was acquired during follow-up (OR, 3.2; 95% CI, 1.3–7.6; Table 2). Persistent HPV-6 seropositivity was weakly associated with SCC (OR, 2.2; 95% CI, 1.0–4.8; Table 2) and persistent seropositivity to HPV-15 and the HPV beta-2 group was weakly associated with BCC risk [(OR, 1.4; 95% CI, 1.0–1.9) and (OR, 1.4; 95% CI, 1.1–2.0), respectively; Table 3].

Table 1.

Seropositivity at baseline among cases and risk for NMSC

HPV type (genus, species)SCC N pos (%)SCC ORa (95% CI)BCC N (%)BCC ORb (95% CI)
32 (α1) 27 (4.3) 1.2 (0.7–2.2) 80 (4.0) 0.8 (0.6–1.1) 
3 (α2) 85 (13.4) 1.3 (0.9–1.8) 272 (13.7) 1.0 (0.9–1–2) 
18 (α7) 29 (4.6) 1.2 (0.7–2.2) 119 (6.0) 1.0 (0.8–1.3) 
45 (α7) 16 (2.5) 0.8 (0.4–1.6) 76 (3.8) 1.3 (0.9–1.8) 
68 (α7) 23 (3.6) 1.1 (0.6–2.0) 85 (4.3) 0.9 (0.6–1.1) 
16 (α9) 54 (8.5) 1.1 (0.8–1.7) 252 (12.7) 1.1 (0.9–1.4) 
31 (α9) 29 (4.6) 0.9 (0.5–1.6) 136 (6.8) 1.0 (0.8–1.3) 
33 (α9) 17 (2.7) 1.1 (0.6–2.3) 76 (3.8) 1.0 (0.8–1.5) 
52 (α9) 7 (1.1) 0.9 (0.3–2.4) 45 (2.3) 1.1 (0.7–1.7) 
58 (α9) 47 (7.4) 1.4 (0.9–2.1) 153 (7.7) 1.1 (0.9–1.4) 
6 (α10) 57 (9.0) 1.1 (0.8–1.7) 247 (12.4) 1.0 (0.8–1.2) 
11 (α10) 26 (4.1) 1.4 (0.8–2.6) 117 (5.9) 1.1 (0.9–1.5) 
5 (β1) 170 (26.9) 1.1 (0.9–1.4) 458 (23.0) 1.1 (1.0–1.3) 
15 (β2) 143 (22.6) 1.1 (0.8–1.4) 468 (23.5) 1.2 (1.0–1.4)c 
38 (β2) 145 (22.9) 1.1 (0.8–1.4) 412 (20.7) 1.1 (1.0–1.3) 
76 (β3) 108 (17.1) 1.3 (0.9–1.7) 276 (13.9) 0.9 (0.7–1.1) 
MCPyV 460 (72.7) 0.9 (0.7–1.2) 1,437 (72.2) 1.1 (1.0–1.3) 
JCPyV 450 (71.1) 1.1 (0.9–1.5) 1,530 (76.9) 1.0 (0.8–1.1) 
Any α7 type 53 (8.4) 1.2 (0.8–1.8) 227 (11.4) 1.0 (0.8–1.2) 
Any α9 type 110 (17.4) 1.3 (0.9–1.7) 432 (21.7) 1.1 (0.9–1.3) 
Any α10 type 68 (10.7) 1.2 (0.9–1.8) 299 (15.0) 1.1 (0.9–1.3) 
Any β2 type 189 (29.9) 1.1 (0.9–1.4) 602 (30.3) 1.2 (1.1–1.4)c 
HPV type (genus, species)SCC N pos (%)SCC ORa (95% CI)BCC N (%)BCC ORb (95% CI)
32 (α1) 27 (4.3) 1.2 (0.7–2.2) 80 (4.0) 0.8 (0.6–1.1) 
3 (α2) 85 (13.4) 1.3 (0.9–1.8) 272 (13.7) 1.0 (0.9–1–2) 
18 (α7) 29 (4.6) 1.2 (0.7–2.2) 119 (6.0) 1.0 (0.8–1.3) 
45 (α7) 16 (2.5) 0.8 (0.4–1.6) 76 (3.8) 1.3 (0.9–1.8) 
68 (α7) 23 (3.6) 1.1 (0.6–2.0) 85 (4.3) 0.9 (0.6–1.1) 
16 (α9) 54 (8.5) 1.1 (0.8–1.7) 252 (12.7) 1.1 (0.9–1.4) 
31 (α9) 29 (4.6) 0.9 (0.5–1.6) 136 (6.8) 1.0 (0.8–1.3) 
33 (α9) 17 (2.7) 1.1 (0.6–2.3) 76 (3.8) 1.0 (0.8–1.5) 
52 (α9) 7 (1.1) 0.9 (0.3–2.4) 45 (2.3) 1.1 (0.7–1.7) 
58 (α9) 47 (7.4) 1.4 (0.9–2.1) 153 (7.7) 1.1 (0.9–1.4) 
6 (α10) 57 (9.0) 1.1 (0.8–1.7) 247 (12.4) 1.0 (0.8–1.2) 
11 (α10) 26 (4.1) 1.4 (0.8–2.6) 117 (5.9) 1.1 (0.9–1.5) 
5 (β1) 170 (26.9) 1.1 (0.9–1.4) 458 (23.0) 1.1 (1.0–1.3) 
15 (β2) 143 (22.6) 1.1 (0.8–1.4) 468 (23.5) 1.2 (1.0–1.4)c 
38 (β2) 145 (22.9) 1.1 (0.8–1.4) 412 (20.7) 1.1 (1.0–1.3) 
76 (β3) 108 (17.1) 1.3 (0.9–1.7) 276 (13.9) 0.9 (0.7–1.1) 
MCPyV 460 (72.7) 0.9 (0.7–1.2) 1,437 (72.2) 1.1 (1.0–1.3) 
JCPyV 450 (71.1) 1.1 (0.9–1.5) 1,530 (76.9) 1.0 (0.8–1.1) 
Any α7 type 53 (8.4) 1.2 (0.8–1.8) 227 (11.4) 1.0 (0.8–1.2) 
Any α9 type 110 (17.4) 1.3 (0.9–1.7) 432 (21.7) 1.1 (0.9–1.3) 
Any α10 type 68 (10.7) 1.2 (0.9–1.8) 299 (15.0) 1.1 (0.9–1.3) 
Any β2 type 189 (29.9) 1.1 (0.9–1.4) 602 (30.3) 1.2 (1.1–1.4)c 

aUnadjusted ORs for 633 SCC cases and 633 controls.

bUnadjusted ORs for 1,990 BCC cases and 1,990 controls.

cP < 0.05.

Table 2.

Seropositivity among cases and risk for SCC for individuals with at least two samplesa

SCC (N = 256) HPV type (genus, species)1st sample N posb (%)1st sample ORc (95% CI)−/− dN (%)−/− Ref.−/+ N (%)−/+ ORd (95% CI)+/− N (%)+/− ORd (95% CI)+/+ N (%)+/+ ORd (95% CI)
32 (α1) 11 (4.3) 2.0 (0.7–5.9) 243 (94.9) 1.0 2 (0.8) 2.0 (0.2–22) 2 (0.8) 1.0 (0.1–7.1) 9 (3.5) 2.7 (0.7–10.1) 
3 (α2) 36 (14.1) 1.8 (1.0–3.1)e 211 (82.4) 1.0 9 (3.5) 2.3 (0.7–7.6) 8 (3.1) 4.2 (0.9–20) 28 (10.9) 1.6 (0.9–2.9) 
18 (α7) 10 (3.9) 2.0 (0.7–5.9) 244 (95.3) 1.0 2 (0.8) 0.3 (0.1–1.7) 4 (1.6) 5.3f (0.9–∞) 6 (2.3) 1.2 (0.4–3.9) 
45 (α7) 5 (2.0) 2.5 (0.5–13) 248 (96.9) 1.0 3 (1.2) 3.0 (0.3–29) 2 (0.8) 2.0 (0.2–22) 3 (1.2) 3.0 (0.3–29) 
68 (α7) 8 (3.1) 2.0 (0.6–6.6) 244 (95.3) 1.0 4 (1.6) 1.3 (0.3–6.0) 1 (0.4) 1.0 (0.1–16) 7 (2.7) 2.3 (0.6–9.0) 
16 (α9) 22 (8.6) 1.0 (0.5–1.9) 229 (89.5) 1.0 5 (2.0) 0.9 (0.3–3.0) 2 (0.8) 0.3 (0.1–1.7) 20 (7.8) 1.2 (0.6–2.4) 
31 (α9) 9 (3.5) 0.9 (0.4–2.2) 243 (94.9) 1.0 4 (1.6) 4.0 (0.4–3.6) 4 (1.6) 5.3f (0.9–∞) 5 (2.0) 0.5 (0.2–1.5) 
33 (α9) 5 (2.0) 0.5 (0.2–1.5) 248 (96.9) 1.0 3 (1.2) 3.8f (0.6–∞) 2 (0.8) 0.4 (0.1–2.1) 3 (1.2) 0.6 (0.1–2.5) 
52 (α9) 2 (0.8) 0.7 (0.1–4.0) 252 (98.4) 1.0 2 (0.8) 2.4f (0.3–∞) 1 (0.4) 0.5 (0.0–5.5) 1 (0.4) 1.0 (0.1–16) 
58 (α9) 24 (9.4) 1.8 (0.9–3.6) 228 (89.1) 1.0 4 (1.6) 0.4 (0.1–1.7) 8 (3.1) 4.0 (0.8–19) 16 (6.3) 1.5 (0.7–3.1) 
6 (α10) 24 (9.4) 1.5 (0.8–2.9) 226 (88.3) 1.0 6 (2.3) 0.6 (0.2–2.1) 3 (1.2) 0.5 (0.1–2.0) 21 (8.2) 2.2 (1.0–4.8) 
11 (α10) 8 (3.1) 1.3 (0.5–3.8) 243 (94.9) 1.0 5 (2.0) 1.0 (0.3–3.5) 2 (0.8) 0.7 (0.1–4.0) 6 (2.3) 2.0 (0.5–8.0) 
5 (β1) 64 (25.0) 1.2 (0.8–1.7) 169 (66.0) 1.0 23 (9.0) 3.2 (1.3–7.6)g 7 (2.7) 1.2 (0.4–4.0) 57 (22.3) 1.3 (0.8–1.9) 
15 (β2) 53 (20.7) 1.2 (0.8–1.9) 187 (73.0) 1.0 16 (6.3) 1.4 (0.6–3.2) 5 (2.0) 1.0 (0.3–3.5) 48 (18.8) 1.3 (0.8–2.0) 
38 (β2) 55 (21.5) 1.1 (0.7–1.7) 183 (71.5) 1.0 18 (7.0) 1.4 (0.7–3.0) 8 (3.1) 1.7 (0.5–5.2) 47 (18.4) 1.1 (0.7–1.7) 
76 (β3) 39 (15.2) 1.4 (0.8–2.4) 207 (80.9) 1.0 10 (3.9) 0.7 (0.3–1.7) 8 (3.1) 6.6 (0.8–55) 31 (12.1) 1.2 (0.7–2.1) 
MCPyV 190 (74.2) 0.9 (0.6–1.3) 56 (21.9) 1.0 10 (3.9) 1.5 (0.5–4.6) 7 (2.7) 0.9 (0.3–2.5) 183 (71.5) 0.9 (0.6–1.4) 
JCPyV 182 (71.1) 1.0 (0.7–1.6) 56 (21.9) 1.0 18 (7.0) 2.0 (0.8–4.8) 12 (4.7) 1.7 (0.7–4.5) 170 (66.4) 1.2 (0.7–2.0) 
Any α7 type 20 (7.8) 2.2 (1.0–4.9)e 228 (89.1) 1.0 8 (3.1) 1.0 (0.4–2.7) 7 (2.7) 7.0 (0.9–57) 13 (5.1) 1.6 (0.7–3.9) 
Any α9 type 47 (18.4) 1.3 (0.8–2.1) 202 (78.9) 1.0 7 (2.7) 0.8 (0.3–2.3) 11 (4.3) 1.4 (0.6–3.5) 36 (14.1) 1.3 (0.8–2.1) 
Any α10 type 26 (10.2) 1.4 (0.8–2.5) 223 (87.1) 1.0 7 (2.7) 0.5 (0.2–1.4) 3 (1.2) 0.4 (0.1–1.7) 23 (9.0) 2.0 (1.0–4.1) 
Any β2 type 71 (27.7) 1.2 (0.8–1.7) 164 (64.1) 1.0 21 (8.2) 1.2 (0.6–2.5) 8 (3.1) 1.4 (0.5–4.0) 63 (24.6) 1.2 (0.8–1.7) 
SCC (N = 256) HPV type (genus, species)1st sample N posb (%)1st sample ORc (95% CI)−/− dN (%)−/− Ref.−/+ N (%)−/+ ORd (95% CI)+/− N (%)+/− ORd (95% CI)+/+ N (%)+/+ ORd (95% CI)
32 (α1) 11 (4.3) 2.0 (0.7–5.9) 243 (94.9) 1.0 2 (0.8) 2.0 (0.2–22) 2 (0.8) 1.0 (0.1–7.1) 9 (3.5) 2.7 (0.7–10.1) 
3 (α2) 36 (14.1) 1.8 (1.0–3.1)e 211 (82.4) 1.0 9 (3.5) 2.3 (0.7–7.6) 8 (3.1) 4.2 (0.9–20) 28 (10.9) 1.6 (0.9–2.9) 
18 (α7) 10 (3.9) 2.0 (0.7–5.9) 244 (95.3) 1.0 2 (0.8) 0.3 (0.1–1.7) 4 (1.6) 5.3f (0.9–∞) 6 (2.3) 1.2 (0.4–3.9) 
45 (α7) 5 (2.0) 2.5 (0.5–13) 248 (96.9) 1.0 3 (1.2) 3.0 (0.3–29) 2 (0.8) 2.0 (0.2–22) 3 (1.2) 3.0 (0.3–29) 
68 (α7) 8 (3.1) 2.0 (0.6–6.6) 244 (95.3) 1.0 4 (1.6) 1.3 (0.3–6.0) 1 (0.4) 1.0 (0.1–16) 7 (2.7) 2.3 (0.6–9.0) 
16 (α9) 22 (8.6) 1.0 (0.5–1.9) 229 (89.5) 1.0 5 (2.0) 0.9 (0.3–3.0) 2 (0.8) 0.3 (0.1–1.7) 20 (7.8) 1.2 (0.6–2.4) 
31 (α9) 9 (3.5) 0.9 (0.4–2.2) 243 (94.9) 1.0 4 (1.6) 4.0 (0.4–3.6) 4 (1.6) 5.3f (0.9–∞) 5 (2.0) 0.5 (0.2–1.5) 
33 (α9) 5 (2.0) 0.5 (0.2–1.5) 248 (96.9) 1.0 3 (1.2) 3.8f (0.6–∞) 2 (0.8) 0.4 (0.1–2.1) 3 (1.2) 0.6 (0.1–2.5) 
52 (α9) 2 (0.8) 0.7 (0.1–4.0) 252 (98.4) 1.0 2 (0.8) 2.4f (0.3–∞) 1 (0.4) 0.5 (0.0–5.5) 1 (0.4) 1.0 (0.1–16) 
58 (α9) 24 (9.4) 1.8 (0.9–3.6) 228 (89.1) 1.0 4 (1.6) 0.4 (0.1–1.7) 8 (3.1) 4.0 (0.8–19) 16 (6.3) 1.5 (0.7–3.1) 
6 (α10) 24 (9.4) 1.5 (0.8–2.9) 226 (88.3) 1.0 6 (2.3) 0.6 (0.2–2.1) 3 (1.2) 0.5 (0.1–2.0) 21 (8.2) 2.2 (1.0–4.8) 
11 (α10) 8 (3.1) 1.3 (0.5–3.8) 243 (94.9) 1.0 5 (2.0) 1.0 (0.3–3.5) 2 (0.8) 0.7 (0.1–4.0) 6 (2.3) 2.0 (0.5–8.0) 
5 (β1) 64 (25.0) 1.2 (0.8–1.7) 169 (66.0) 1.0 23 (9.0) 3.2 (1.3–7.6)g 7 (2.7) 1.2 (0.4–4.0) 57 (22.3) 1.3 (0.8–1.9) 
15 (β2) 53 (20.7) 1.2 (0.8–1.9) 187 (73.0) 1.0 16 (6.3) 1.4 (0.6–3.2) 5 (2.0) 1.0 (0.3–3.5) 48 (18.8) 1.3 (0.8–2.0) 
38 (β2) 55 (21.5) 1.1 (0.7–1.7) 183 (71.5) 1.0 18 (7.0) 1.4 (0.7–3.0) 8 (3.1) 1.7 (0.5–5.2) 47 (18.4) 1.1 (0.7–1.7) 
76 (β3) 39 (15.2) 1.4 (0.8–2.4) 207 (80.9) 1.0 10 (3.9) 0.7 (0.3–1.7) 8 (3.1) 6.6 (0.8–55) 31 (12.1) 1.2 (0.7–2.1) 
MCPyV 190 (74.2) 0.9 (0.6–1.3) 56 (21.9) 1.0 10 (3.9) 1.5 (0.5–4.6) 7 (2.7) 0.9 (0.3–2.5) 183 (71.5) 0.9 (0.6–1.4) 
JCPyV 182 (71.1) 1.0 (0.7–1.6) 56 (21.9) 1.0 18 (7.0) 2.0 (0.8–4.8) 12 (4.7) 1.7 (0.7–4.5) 170 (66.4) 1.2 (0.7–2.0) 
Any α7 type 20 (7.8) 2.2 (1.0–4.9)e 228 (89.1) 1.0 8 (3.1) 1.0 (0.4–2.7) 7 (2.7) 7.0 (0.9–57) 13 (5.1) 1.6 (0.7–3.9) 
Any α9 type 47 (18.4) 1.3 (0.8–2.1) 202 (78.9) 1.0 7 (2.7) 0.8 (0.3–2.3) 11 (4.3) 1.4 (0.6–3.5) 36 (14.1) 1.3 (0.8–2.1) 
Any α10 type 26 (10.2) 1.4 (0.8–2.5) 223 (87.1) 1.0 7 (2.7) 0.5 (0.2–1.4) 3 (1.2) 0.4 (0.1–1.7) 23 (9.0) 2.0 (1.0–4.1) 
Any β2 type 71 (27.7) 1.2 (0.8–1.7) 164 (64.1) 1.0 21 (8.2) 1.2 (0.6–2.5) 8 (3.1) 1.4 (0.5–4.0) 63 (24.6) 1.2 (0.8–1.7) 

aResults are based on serostatus at the first and the last serum sampling of 256 SCC cases and controls (Table 2) of 531 BCC cases and controls (Table 3).

bN, number; pos, positives.

cUnadjusted OR.

d−/−, is both first and last sample negative; −/+, is first sample negative and last positive; +/−, is first sample positive and last negative; +/+, is both first and last sample positive.

eP < 0.05.

fMedian unbiased estimate.

gP < 0.01.

Table 3.

Seropositivity among cases and risk for BCC for individuals with at least two samples

BCC (N = 531) HPV type (genus, species)1st sample N pos (%)1st sample OR (95% CI)−/− N (%)−/− Ref.−/+ N (%)−/+ OR (95% CI)+/− N (%)+/− OR (95% CI)+/+ N (%)+/+ OR (95% CI)
32 (α1) 12 (2.3) 0.6 (0.3–1.2) 513 (96.6) 1.0 6 (1.1) 0.6 (0.2–1.9) 4 (0.8) 1.3 (0.3–6.0) 8 (1.5) 0.4 (0.2–1.0) 
3 (α2) 82 (15.4) 1.2 (0.9–1.7) 437 (82.3) 1.0 12 (2.3) 0.8 (0.4–1.8) 21 (4.0) 1.9 (0.9–4.0) 61 (11.5) 1.1 (0.7–1.6) 
18 (α7) 21 (4.0) 1.1 (0.6–2.0) 501 (94.4) 1.0 9 (1.7) 1.3 (0.5–3.5) 3 (0.6) 0.7 (0.1–4.1) 18 (3.4) 1.1 (0.6–2.2) 
45 (α7) 16 (3.0) 1.3 (0.6–2.8) 506 (95.3) 1.0 9 (1.7) 2.7 (0.7–10.1) 2 (0.4) 2.0 (0.2–22) 14 (2.6) 1.3 (0.6–2.8) 
68 (α7) 12 (2.3) 1.0 (0.4–2.2) 508 (95.7) 1.0 11 (2.1) 1.3 (0.5–3.2) 4 (0.8) 0.8 (0.2–3.0) 8 (1.5) 1.1 (0.4–3.2) 
16 (α9) 54 (10.2) 1.0 (0.7–1.5) 462 (87.0) 1.0 15 (2.8) 0.6 (0.3–1.2) 9 (1.7) 0.6 (0.2–1.3) 45 (8.5) 1.2 (0.7–1.8) 
31 (α9) 26 (4.9) 0.8 (0.5–1.4) 493 (92.8) 1.0 12 (2.3) 1.3 (0.5–3.3) 8 (1.5) 2.0 (0.6–6.6) 18 (3.4) 0.6 (0.3–1.1) 
33 (α9) 11 (2.1) 0.7 (0.3–1.5) 518 (97.6) 1.0 2 (0.4) 0.3 (0.1–1.2) 6 (1.1) 1.2 (0.4–3.9) 5 (0.9) 0.5 (0.2–1.3) 
52 (α9) 10 (1.9) 2.5 (0.8–8.0) 515 (97.0) 1.0 6 (1.1) 1.0 (0.3–3.1) 2 (0.4) 2.0 (0.2–22) 8 (1.5) 2.7 (0.7–10.1) 
58 (α9) 38 (7.2) 1.2 (0.7–1.9) 487 (91.7) 1.0 6 (1.1) 0.6 (0.2–1.9) 11 (2.1) 1.8 (0.7–5.0) 27 (5.1) 1.0 (0.6–1.7) 
6 (α10) 58 (10.9) 1.1 (0.7–1.7) 461 (86.8) 1.0 12 (2.3) 0.7 (0.3–1.4) 12 (2.3) 0.7 (0.3–1.5) 46 (8.7) 1.3 (0.8–2.1) 
11 (α10) 22 (4.1) 0.9 (0.5–1.6) 503 (94.7) 1.0 6 (1.1) 0.8 (0.3–2.2) 2 (0.4) 0.3 (0.1–1.4) 20 (3.8) 1.0 (0.6–2.0) 
5 (β1) 112 (21.1) 1.2 (0.9–1.6) 385 (72.5) 1.0 34 (6.4) 1.1 (0.7–1.8) 18 (3.4) 1.2 (0.6–2.4) 94 (17.7) 1.1 (0.8–1.6) 
15 (β2) 116 (21.8) 1.2 (0.9–1.7) 370 (69.7) 1.0 45 (8.5) 1.2 (0.8–2.0) 10 (1.9) 0.6 (0.3–1.4) 106 (20.0) 1.4 (1.0–1.9) 
38 (β2) 93 (17.5) 1.0 (0.7–1.4) 397 (74.8) 1.0 41 (7.7) 1.3 (0.8–2.2) 7 (1.3) 0.5 (0.2–1.2) 86 (16.2) 1.2 (0.8–1.6) 
76 (β3) 61 (11.5) 0.9 (0.6–1.3) 443 (83.4) 1.0 27 (5.1) 0.9 (0.6–1.6) 11 (2.1) 0.9 (0.4–2.0) 50 (9.4) 0.9 (0.6–1.3) 
MCPyV 375 (70.6) 1.1 (0.9–1.5) 138 (26.0) 1.0 18 (3.4) 1.0 (0.5–1.9) 17 (3.2) 1.7 (0.8–3.7) 358 (67.4) 1.1 (0.8–1.5) 
JCPyV 408 (76.8) 0.9 (0.7–1.2) 108 (20.3) 1.0 15 (2.8) 0.8 (0.4–1.6) 25 (4.7) 1.9 (0.9–4.2) 383 (72.1) 0.9 (0.6–1.2) 
Any α7 type 42 (7.9) 1.2 (0.7–1.9) 467 (87.9) 1.0 22 (4.1) 1.9 (0.9–3.9) 7 (1.3) 0.9 (0.3–2.6) 35 (6.6) 1.3 (0.8–2.2) 
Any α9 type 102 (19.2) 1.0 (0.8–1.4) 401 (75.5) 1.0 28 (5.3) 0.9 (0.5–1.5) 26 (4.9) 1.3 (0.7–2.4) 76 (14.3) 0.9 (0.7–1.3) 
Any α10 type 69 (13.0) 1.1 (0.8–1.6) 449 (84.6) 1.0 13 (2.4) 0.8 (0.4–1.6) 13 (2.4) 0.8 (0.4–1.7) 56 (10.5) 1.2 (0.8–1.8) 
Any β2 type 149 (28.1) 1.3 (0.9–1.7) 331 (62.3) 1.0 51 (9.6) 1.1 (0.7–1.7) 13 (2.4) 0.6 (0.3–1.2) 136 (25.6) 1.4 (1.1–2.0)a 
BCC (N = 531) HPV type (genus, species)1st sample N pos (%)1st sample OR (95% CI)−/− N (%)−/− Ref.−/+ N (%)−/+ OR (95% CI)+/− N (%)+/− OR (95% CI)+/+ N (%)+/+ OR (95% CI)
32 (α1) 12 (2.3) 0.6 (0.3–1.2) 513 (96.6) 1.0 6 (1.1) 0.6 (0.2–1.9) 4 (0.8) 1.3 (0.3–6.0) 8 (1.5) 0.4 (0.2–1.0) 
3 (α2) 82 (15.4) 1.2 (0.9–1.7) 437 (82.3) 1.0 12 (2.3) 0.8 (0.4–1.8) 21 (4.0) 1.9 (0.9–4.0) 61 (11.5) 1.1 (0.7–1.6) 
18 (α7) 21 (4.0) 1.1 (0.6–2.0) 501 (94.4) 1.0 9 (1.7) 1.3 (0.5–3.5) 3 (0.6) 0.7 (0.1–4.1) 18 (3.4) 1.1 (0.6–2.2) 
45 (α7) 16 (3.0) 1.3 (0.6–2.8) 506 (95.3) 1.0 9 (1.7) 2.7 (0.7–10.1) 2 (0.4) 2.0 (0.2–22) 14 (2.6) 1.3 (0.6–2.8) 
68 (α7) 12 (2.3) 1.0 (0.4–2.2) 508 (95.7) 1.0 11 (2.1) 1.3 (0.5–3.2) 4 (0.8) 0.8 (0.2–3.0) 8 (1.5) 1.1 (0.4–3.2) 
16 (α9) 54 (10.2) 1.0 (0.7–1.5) 462 (87.0) 1.0 15 (2.8) 0.6 (0.3–1.2) 9 (1.7) 0.6 (0.2–1.3) 45 (8.5) 1.2 (0.7–1.8) 
31 (α9) 26 (4.9) 0.8 (0.5–1.4) 493 (92.8) 1.0 12 (2.3) 1.3 (0.5–3.3) 8 (1.5) 2.0 (0.6–6.6) 18 (3.4) 0.6 (0.3–1.1) 
33 (α9) 11 (2.1) 0.7 (0.3–1.5) 518 (97.6) 1.0 2 (0.4) 0.3 (0.1–1.2) 6 (1.1) 1.2 (0.4–3.9) 5 (0.9) 0.5 (0.2–1.3) 
52 (α9) 10 (1.9) 2.5 (0.8–8.0) 515 (97.0) 1.0 6 (1.1) 1.0 (0.3–3.1) 2 (0.4) 2.0 (0.2–22) 8 (1.5) 2.7 (0.7–10.1) 
58 (α9) 38 (7.2) 1.2 (0.7–1.9) 487 (91.7) 1.0 6 (1.1) 0.6 (0.2–1.9) 11 (2.1) 1.8 (0.7–5.0) 27 (5.1) 1.0 (0.6–1.7) 
6 (α10) 58 (10.9) 1.1 (0.7–1.7) 461 (86.8) 1.0 12 (2.3) 0.7 (0.3–1.4) 12 (2.3) 0.7 (0.3–1.5) 46 (8.7) 1.3 (0.8–2.1) 
11 (α10) 22 (4.1) 0.9 (0.5–1.6) 503 (94.7) 1.0 6 (1.1) 0.8 (0.3–2.2) 2 (0.4) 0.3 (0.1–1.4) 20 (3.8) 1.0 (0.6–2.0) 
5 (β1) 112 (21.1) 1.2 (0.9–1.6) 385 (72.5) 1.0 34 (6.4) 1.1 (0.7–1.8) 18 (3.4) 1.2 (0.6–2.4) 94 (17.7) 1.1 (0.8–1.6) 
15 (β2) 116 (21.8) 1.2 (0.9–1.7) 370 (69.7) 1.0 45 (8.5) 1.2 (0.8–2.0) 10 (1.9) 0.6 (0.3–1.4) 106 (20.0) 1.4 (1.0–1.9) 
38 (β2) 93 (17.5) 1.0 (0.7–1.4) 397 (74.8) 1.0 41 (7.7) 1.3 (0.8–2.2) 7 (1.3) 0.5 (0.2–1.2) 86 (16.2) 1.2 (0.8–1.6) 
76 (β3) 61 (11.5) 0.9 (0.6–1.3) 443 (83.4) 1.0 27 (5.1) 0.9 (0.6–1.6) 11 (2.1) 0.9 (0.4–2.0) 50 (9.4) 0.9 (0.6–1.3) 
MCPyV 375 (70.6) 1.1 (0.9–1.5) 138 (26.0) 1.0 18 (3.4) 1.0 (0.5–1.9) 17 (3.2) 1.7 (0.8–3.7) 358 (67.4) 1.1 (0.8–1.5) 
JCPyV 408 (76.8) 0.9 (0.7–1.2) 108 (20.3) 1.0 15 (2.8) 0.8 (0.4–1.6) 25 (4.7) 1.9 (0.9–4.2) 383 (72.1) 0.9 (0.6–1.2) 
Any α7 type 42 (7.9) 1.2 (0.7–1.9) 467 (87.9) 1.0 22 (4.1) 1.9 (0.9–3.9) 7 (1.3) 0.9 (0.3–2.6) 35 (6.6) 1.3 (0.8–2.2) 
Any α9 type 102 (19.2) 1.0 (0.8–1.4) 401 (75.5) 1.0 28 (5.3) 0.9 (0.5–1.5) 26 (4.9) 1.3 (0.7–2.4) 76 (14.3) 0.9 (0.7–1.3) 
Any α10 type 69 (13.0) 1.1 (0.8–1.6) 449 (84.6) 1.0 13 (2.4) 0.8 (0.4–1.6) 13 (2.4) 0.8 (0.4–1.7) 56 (10.5) 1.2 (0.8–1.8) 
Any β2 type 149 (28.1) 1.3 (0.9–1.7) 331 (62.3) 1.0 51 (9.6) 1.1 (0.7–1.7) 13 (2.4) 0.6 (0.3–1.2) 136 (25.6) 1.4 (1.1–2.0)a 

aP < 0.05.

We report a large, prospective HPV serologic study with improved methodology to assess possible associations between HPV infections and future NMSC, as has been reported previously (3). In the current study, we found exactly the same result for HPV-15 and the HPV beta-2 group as in the previous study regarding association with BCC development if seropositive at baseline and for HPV-15 if persistently seropositive. The previously reported associations between HPV-3, 38, 76 or the beta-2 group and SCC (3) were not found in the current study.

All statistically significant associations were very weak and, considering the large number of viruses analyzed, might thus be attributable to chance. The strongest association was seen for acquired HPV-5 seropositivity and future SCC risk. In 2012, IARC classified HPV-5 as having "limited evidence” for carcinogenicity, mostly based on data from the epidermodysplasia verruciformis disease (7). We found that HPV-5 may be involved in skin SCC, also in the general population.

A majority of studied HPV types were genital/mucosal and were included as negative controls. Persistent seropositivity for HPV-6 was weakly associated with future SCC, most likely attributed to chance. As we only studied four different HPV types in the beta group, we cannot conclude that all cutaneous HPV are harmless. For example, a recently discovered HPV type (HPV-197) has been reported in a rather large proportion of SCC (8). Continued analysis of possible association between cutaneous HPV and skin cancer, using extended panels with additional pseudovirions from new HPV types may be warranted.

No potential conflicts of interest were disclosed.

Conception and design: K. Andersson, J. Dillner

Development of methodology: H. Faust, J. Dillner

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): H. Faust, K. Andersson, R.E. Gislefoss

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): H. Faust, K. Andersson, T. Luostarinen

Writing, review, and/or revision of the manuscript: H. Faust, K. Andersson, T. Luostarinen, R.E. Gislefoss, J. Dillner

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): T. Luostarinen

Study supervision: J. Dillner

The authors acknowledge financial support from the Swedish Cancer Society. The authors thank Christina Cavala for excellent technical assistance.

J. Dillner has received financial support from the Swedish Cancer Society for this study.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

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