Abstract
BK (BKPyV) and JC (JCPyV) polyomavirus infections are commonly subclinical and known infrequently to cause serious clinical diseases. Longitudinal follow-up studies regarding JCPyV and BKPyV serological outcomes are scanty. We analyzed JCPyV and BKPyV IgG-antibodies in 327 pregnant women and their 132 spouses, enrolled in the longitudinal Finnish Family HPV cohort at Turku University Hospital, Finland. Blood samples taken at baseline, and at 12-, 24-, and 36-month follow-up visits were analyzed for capsid protein VP1-antibodies using multiplex serology. Seroprevalence was constant for both BKPyV and JCPyV across the follow-up, varying between 95–99% and 59–68%, respectively, in women and between 96–97% and 66–72%, respectively, in their spouses. Seroconversion to BKPyV and JCPyV was detected in 15% and 18% of the women and in 13% and 19% of the men, respectively. Waning of BKPyV and JCPyV antibodies was infrequent, present in only 5% of the women (both viruses) and in 1.5% of the male spouses (only BKPyV). The number of lifetime sexual partners (p = 0.038) was lower among JCPyV seropositive men. To conclude, seropositivity to BKPyV and JCPyV is common among marital couples in Finland, with only slight differences between genders. In men, the sexual behavior might be associated with JCPyV seroprevalence.
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Introduction
Human polyomavirus (HPyV) family comprises 13 members of non-enveloped DNA viruses with circular double-stranded genome varying from 5100 to 5400 base pairs1. First two HPyVs were identified in the 1970’s; BK polyomavirus (BKPyV)2 and John Cunningham polyomavirus (JCPyV)3. BKPyV and JCPyV infections are generally subclinical but can cause also serious clinical diseases especially among immunocompromised individuals. BKPyV infection can lead to polyomavirus-associated nephropathy in renal transplant patients, while JCPyV has a causative role in progressive multifocal leukoencephalopathy (a fatal central nervous system demyelinating disease). Both BKPyV and JCPyV are capable of transforming cells in vitro4,5,6,7. In malignant transformation, both the viral large- and small T antigens play a key role. BKPyV and JCPyV are considered as possible human carcinogens (Group 2B) by IARC (https://monographs.iarc.who.int/list-of-classifications), although their causative role in human carcinogenesis still remains controversial.
BKPyV and JCPyV have been intensively studied, but the natural history of these infections is still incompletely understood. Furthermore, no longitudinal studies on spouses exist. Horizontal transmission via mucosal surfaces or virus-containing fluids has been suggested. BKPyV transmission is believed to take place primarily via upper respiratory and oral routes8,9. Both BKPyV and JCPyV can persist in the urinary tract allowing their asymptomatic urinary shedding even in healthy subjects10,11,12.
In healthy adult population, BKPyV seroprevalence is around 90% while the JCPyV is lower, around 50–7010,13,14,15,16. Seroepidemiological studies suggest that primary BKPyV infection might be acquired earlier in life than JCPyV, implicating a different mode of transmission17,18. Pregnancy has also shown to be associated with impaired immunocompetence, and viral replication and shedding of BKPyV increase during pregnancy19,20,21,22. However, there is only one previous study on pregnancy so far, with a single focus on BKPyV and JCPyV serology during the first and second pregnancy but not after pregnancy14.
The seroprevalence for BKPyV and JCPyV has varied widely among different studies, possibly explained by the different sensitivity of the assays used. Early studies until late 1990’s, were mostly based on the haemagglutination-inhibition (HI) method. The methods based on virus-like particle (VLP) ELISA became more common since the early 2000’14,23. Subsequently, multiplex detection with glutathione S-transferase (GST)-tagged proteins utilizing the Luminex platform become more popular13,15,16,24,25, allowing simultaneous analyses of multiple antibodies and more importantly also the comparison of the results provided by different studies.
As longitudinal studies are nearly lacking, the goal of our study was to determine the seroprevalence, seroconversion, and waning of antibodies to capsid protein VP1 of JCPyV and BKPyV among spouses during their 3-year prospective follow-up and to determine co-factors that could be associated with seropositivity.
Materials and methods
Participants
In total, 327 of the 329 women and 132 of their 133 male spouses enrolled originally in the Finnish Family HPV Study (FFHPV), were eligible for the present study. All women were pregnant at their 3rd trimester when enrolled at the Maternity Unit of Turku University Hospital (Finland) as described earlier by Rintala et al. 200526. All women filled in a standardized questionnaire providing comprehensive information on their demographics26. During their first post-partum visit 1.5–4.9 months after delivery, also the spouses of the enrolled mothers completed a standardized questionnaire. These comprehensive questionnaires collected demographic data e.g. on education, employment, marital status, number of sexual partners, alcohol consumption, smoking history and snuff usage, allergy, and atopy. Mean age of the mothers and their male spouses at enrollment was 25.5 years (range, 18–38 years) and 29.0 years (range 19–64 years), respectively. The study was approved by the Research Ethics Committee of Turku University Hospital (#3/1998, with amendments 45/1801/ 2018). All methods were carried out in accordance with relevant guidelines and regulations. Informed consent was obtained from all participants.
Serology
Blood samples
Blood samples were taken at baseline and at 12-, 24-, and 36 months of follow-up as described earlier27. The number of blood samples of women and their male spouses available for the present study at 12-, 24- and 36-month visits were 278, 220, 261 and 112, 87, 94, respectively. After collection, the samples were centrifuged at 2400 r.p.m. for 10 min (Sorvall GLC-2; DuPont Instrument). Each serum sample was immediately divided into three 1 ml aliquots and stored first at −20 C for no longer than 1 week and then at −70 C until shipped on dry ice to DKFZ, Heidelberg, Germany, for serological analysis.
Serology analysis
The samples were analysed for IgG-antibodies to VP1 of BKPyV and JCPyV. Antonsson et al. and Gossai et al. have described the method for BKPyV and JCPyV serology used here in more detailed, earlier15,16. The method is a GST-capture ELISA28 combined with fluorescent bead technology29. In the present study, sera were scored as positive when the antigen-specific mean fluorescence intensity (MFI) values were greater than the cut-off level of 400 or 1000 MFI (stringent) for VP1 antigen of BKPyV and JCPyV.
Seroconversion
Seroconversion was defined by two conditions, both of which must be fulfilled: (1) at least a twofold increase of the previous serum MFI value and (2) MFI value exceeding over the cut-off of 400 MFI. Similarly, antibody waning was defined by two conditions: (1) at least a twofold decrease of the previous serum value, and (2) fall of the MFI value below the cut-off of 400 MFI.
Statistical analysis
We first evaluated the seroprevalence, seroconversion, and waning of antibodies to capsid protein VP1 of JCPyV and BKPyV among the couples during their 3-year prospective follow-up using the criteria given above. All women were enrolled in the cohort while pregnant at 3rd trimester. Thus, our study design allows us to study BKPyV and JCPyV seropositivity, antibody titers, seroconversion and antibody decay both during and after pregnancy. Demographic data recorded by the questionnaire at enrollment (women pregnant at 3rd trimester) was used to evaluate to the association between different co-factors and BKPyV/JCPyV seropositivity. The same data was analyzed also in male spouses.
All statistical analyses were run by using the SPSS for Windows (version 28.0.1.1; SPSS, Inc.) software package. Conventional 2 × 2 tables were used to analyze categorical variables, tested using the likelihood-ratio test or Fisher’s exact test. Differences in the means of continuous variables were analyzed by ANOVA or Mann–Whitney/Kruskal–Wallis test for two and multiple independent samples, respectively. All statistical tests performed were two-sided and declared significant when p < 0.05.
Results
The mean and median levels of BKPyV and of JCPyV IgG-antibody levels of the pregnant women and their male spouses during their 3-year followed-up are summarized in Table 1. Both antibody levels showed a wide range. The mean and median antibody levels to BKPyV were higher than to JCPyV. Furthermore, we found a difference between genders in that the antibody levels of BKPyV were higher in women than in their spouses, while contrary was true for JCPyV antibody levels.
Seroprevalence
Figure 1 shows seroprevalence (i.e., percentage of seropositive) of women and men at baseline and after one-, two-, and three years of follow-up. Seroprevalence of BKPyV was high in both genders and variation between different time points was limited, irrespective whether the 400 MFI or 1000 MFI cut-offs were used. The use of more stringent cut-off reduced the seroprevalence of BKPyV by 2–3% and 5–9% in women and their spouses, respectively. Seroprevalence of BKPyV was lowest among mothers to come at baseline (94.8%, MFI 400) and highest after three years of follow up (98.5%, MFI 400). Among the male spouses, the lowest and the highest seroprevalence of BKPyV was detected at the 2-year and 1-year visit; 94.3% and 97.3% (MFI 400), respectively.
Seroprevalence (%) of BK (BKPyV) and JC (JCPyV) polyomaviruses among women (A) and their male spouses (B) at baseline (women at 3rd trimester pregnancy) and during the follow up at 12-, 24-, and 36-month visits. Upper panels show the seropositivity of BKPyV and JCPyV using MFI 400 as cut-off, while the lower panel shows the seroprevalences with the more stringent cut –off, MFI 1000.
Similarly as with BKPyV, the seroprevalence of JCPyV (MFI 400) was lowest in mothers to come at baseline visit (59.0%) and at the 2-year visit (58.6%). Nearly 70% of the women were seropositive for JCPyV at the last 3-year visit. Among the male spouses, seroprevalence of JCPyV (MFI 400) was lowest at the baseline (65.9%) and highest after two years (73.6%). JCPyV seropositivity was slightly less common in women than in their male spouses. As compared with BKPyV, seroprevalence of JCPyV was more sensitive to the cut-off change resulting in 14% and 6–12% decline in women and their spouses, respectively.
The association between demographic data and BKPyV and JCPyV seropositivity in women and their spouses are shown in Supplement Table 1. The only statistically significant association was found in men. The number of sexual partners when graded into four categories was significantly different (p = 0.038) between JCPyV seroconverted and non-converted men. However, JCPyV seropositivity did not associate with the increase of lifetime sexual partners. Education, employment, smoking, alcohol consumption, using of snuff, marital status, allergy, and atopy did not show any association with BKPyV or JCPyV seropositivity.
Seroconversion
The proportion of women and their male spouses who seroconverted for BKPyV or JCPyV during the follow up are presented in Fig. 2. Seroconversion for BKPyV was slightly more prevalent in women than in their spouses, while seroconversion for JCPyV was more prevalent in men. Waning of BKPyV and JCPyV antibodies was rare found only in 5% of the women. In their spouses, none had antibody waning for JCPyV, and BKPyV antibodies waned in 1.5% only during the follow-up.
Proportion of the women (A) and their male spouses (B) who demonstrated BK (BKPyV) and JC (JCPyV) polyomavirus seroconversion or antibody waning during their 3-year follow-up. The number of women and their spouses who had BKPyV and JCPyV seroconversion were 48 and 58 and 17 and 25, respectively. The number of women and their spouses who had BKPyV and JCPyV antibody waning were 17 and 16 and 2 and 0, respectively.
The effect of pregnancy on BKPyV and/or JCPyV seropositivity could be assessed by comparing the seropositivity of women at their 3rd trimester pregnancy with their seropositivity one year later (Table 2). In total, 56.7% of the pregnant women were seropositive for both BKPyV and JCPyV, while one year later the corresponding percentage was 58.8%. Of the pregnant women, 2.9% were seronegative for both viruses, while one mother became seropositive for both viruses in one year.
Discussion
To our knowledge, this is the first study evaluating BKPyV and JCPyV serology among spouses in a longitudinal setting. We showed that over 94% of the couples were seropositive for BKPyV, whereas JCPyV seroprevalence was lower, varying between 59–68% and 66–72% among women and their male spouses, respectively. Our results are in perfect alignment with those by Antonsson and coworkers who reported 96% seroprevalence for BKPyV and 60% and for JCPyV in an Australian population15. Importantly, they used the same Luminex platform with the same 400 MFI cut-off, as used in the present study. In addition, the antibody levels reported as MFI-values were similar to those in our cohort. Gossai and coworkers made a study on BKPyV, JCPyV and other polyomaviruses in a US population also using the same Luminex platform but with a lower cut-off (MFI 250) and higher sample dilution (1:1000)16. They found no gender differences in BKPyV seropositivity (88%), while seroprevalence of JCPyV was lower in women (49%) than in men (60%), exactly as shown in our study. Several studies have confirmed that seropositivity for JCPyV increases with age especially among men11,16,30. In the present cohort, these couples were healthy adults with the mean age of 25 years (women) and 29 years (men), thus precluding calculations of age-specific data. In general, JCPyV seroprevalence was higher in the present study than reported by earlier studies11,16,17. The JCPyV seroprevalence found here is similar as reported earlier in age groups older than 50 years11,16. However, Viscidi et al. reported findings closely matching with our data, the seroprevalence of JCPyV being 60–68% in the age group of 20–49 years31.
Stolt and coworkers described that BKPyV seropositivity increased rapidly with increasing age of the children, reaching 99% seroprevalence at 7–9 years of age. This was followed by approximately 10–20% decline, attributed to the antigenic variants of BKPyV. In contrast, seroprevalence of JCPyV increased more slowly with increasing age being highest among the mothers over 25 years of age (72%)14. As expected, this seroprevalence was very close to that in our cohort, because the study subjects in this study represented also mothers to be. Similarly as reported by Antonsson et al.15, we also found that overall BKPyV seropositivities were relative robust to changes in the MFI cut-offs used, i.e., 1000 MFI or 400 MFI. JCPyV seroprevalence was more sensitive to cut-off changes than BKPyV as described also by Antonsson et al.15. Interestingly, seroprevalence for JCPyV declined more in women than in men. We could also confirm that among the seropositive individuals, there was a marked fluctuation in the MFI values as also reported by Antonsson et al.15.
In our study, we also found seroconversion for BKPyV and JCPyV in both women and their male spouses during their 3-year follow-up. Seroconversion for BKPyV was of similar magnitude in both genders (13% in men and 15% in women). It was shown also for JCPyV, albeit seroconversion of JCPyV was slightly more prevalent (19% men and 18% women) than that of BKPyV. We also detected BKPyV antibody waning in 5% of these couples while JCPyV antibody waning was found only among women (2%). Stolt and coworkers have studied seroconversion or antibody waning of BKPyV and JCPyV among Finnish pregnant women previously. They did not find any seroconversion or loss of seropositivity during 5-year follow up14. This discrepancy can be explained partly by the use of different assays for BKPyV and JCPyV serology. We used GST-capture ELISA in combination with fluorescent bead technology, while Stolt et al. used VLP-based ELISA14. Another source of discordant data can be due to the different criteria used to define seroconversion. Importantly, we did not look only seroconversion from seronegative to seropositive exceeding the 400 MFI cut-off but seroconversion was recorded when there was at least a twofold increase of the previous serum MFI value (e.g. from 1000 to 2000MFI or 4000 MFI to 8000MFI). Antonsson and co-workers found in their longitudinal study that none of the subjects seroconverted to BKPyV while serorevision was found in 1% and fluctuation in 2% of the participants. According to their data, seroconversion for JCPyV was more prevalent and found in 4%. They reported that seroconversion and fluctuation were more prevalent, detected in 4% and 3%, respectively15. Our study confirmed their findings implicating that JCPyV antibody status over time was less stable than that of BKPyV.
All previous studies support the view that the exposure to BKPyV occurs in early life because seroprevalence studies indicate that nearly 50% of children at the age of 2 years are seropositive, and more than 90% of children have acquired seropositivity by the age of 10 years. This pattern of seropositivity support the view that BKPyV transmission primarily takes place by upper respiratory and oral routes8,9. On the contrary, JCPyV seroprevalence increases slowly and markedly later than for BKPyV, reaching 50–80% among healthy adults. The previous evidence supports the view that exposure to JCPyV occurs mostly in adult life.
This different age profile between JCPyV and BKPyV exposure might indicate that different risk factors are being involved in developing seropositivity for these two viruses. The only covariates recognized so far are age and gender, the latter being still controversial15,16. Only few studies have analyzed other risk factors associated with JCPyV seropositivity or antibody stability15,16. As far as the authors are aware, the present study seems to be the first to find evidence that sexual behavior, determined by the number of sexual partners when graded into four different categories, was different between JCPyV seroconverted and non-converted men. JCPyV is known to be asymptomatically and intermittently shedding in the urinary tract even with high viral load11,32.However in the current study, the number of lifetime sexual partner was lower among JCPyV seropositive men. In the present analysis, education, employment, smoking, alcohol consumption, using of snuff, allergy, atopy, or glucocorticoid use did not have any significant association in predicting seropositivity either for BKPyV or JCPyV. In line with our results, two previous studies have confirmed that smoking had no association with BKPyV or JCPyV serostability or seropositivity15,16.
We also demonstrated that the index pregnancy (FFHPV cohort) had no impact on the profile of either the BKPyV or JCPyV serology among the mothers. One would expect a rise in BKPyV seropositivity as BKPyV reactivation has been documented in up to 53% of pregnant women through PCR amplification of viral sequences19,20,21,22. We found that the mean antibody levels of BKPyV were lower in pregnant mothers at their 3rd trimester (and their spouses as well) as comparted with the antibody levels one year after the pregnancy. One could speculate that reactivation or reinfection of BKPyV among spouses during the pregnancy could result in elevated antibody levels. Stolt and coworkers also studied BKPyV and JCPyV serology in pregnant mothers (at their 1st trimester) and later when they were pregnant for the second time. However, they could not estimate the effect of pregnancy because all samples were derived from pregnant women14. In addition, McClure et al. have showed that asymptomatic urinary shedding of BKPyV was more common in pregnant women than in non-pregnant, although there was no difference in the level of JCPyV excretion33.
Taken together, the present longitudinal cohort study demonstrates that both BKPyV and JCPyV are ubiquitous among young healthy couples, with only minor gender-related differences.
Data availability
All data generated and analyzed during current study are included in this article.
References
Walker, P. J. et al. Changes to virus taxonomy and the international code of virus classification and nomenclature ratified by the international committee on taxonomy of viruses (2019). Arch. Virol. 164(9), 2417–2429. https://doi.org/10.1007/s00705-019-04306-w (2019).
Gardner, S., Field, A., Coleman, D. & Hulme, B. New human papovavirus (BK) isolated from urine after renal transplantation. The Lancet 297(7712), 1253–1257. https://doi.org/10.1016/s0140-6736(71)91776-4 (1971).
Padgett, B. L., Walker, D. L., ZuRhein, G. M., Eckroade, R. J. & Dessel, B. H. Cultivation of papova-like virus from human brain with progressive multifocal leucoencephalopathy. Lancet. 1(7712), 1257–1260. https://doi.org/10.1016/s0140-6736(71)91777-6 (1971).
White, M. K. & Khalili, K. Polyomaviruses and human cancer: molecular mechanisms underlying patterns of tumorigenesis. Virology 324(1), 1–16. https://doi.org/10.1016/j.virol.2004.03.025 (2004).
Delbue, S., Comar, M. & Ferrante, P. Review on the role of the human polyomavirus JC in the development of tumors. Infect. Agent Cancer. 12, 10. https://doi.org/10.1186/s13027-017-0122-0 (2017).
Zeng, Y., Sun, J., Bao, J. & Zhu, T. BK polyomavirus infection promotes growth and aggressiveness in bladder cancer. Virol. J. 17(1), 139. https://doi.org/10.1186/s12985-020-01399-7 (2020).
Prado, J. C. M. et al. Human polyomaviruses and cancer: An overview. Clinics (Sao Paulo). 73(suppl 1), e558s. https://doi.org/10.6061/clinics/2018/e558s (2018).
Goudsmit, J., Wertheim-van, D. P., van Strien, A. & van der Noordaa, J. The role of BK virus in acute respiratory tract disease and the presence of BKV DNA in tonsils. J. Med. Virol. 10(2), 91–99. https://doi.org/10.1002/jmv.1890100203 (1982).
Sundsfjord, A. et al. Detection of BK virus DNA in nasopharyngeal aspirates from children with respiratory infections but not in saliva from immunodeficient and immunocompetent adult patients. J. Clin. Microbiol. 32(5), 1390–4. https://doi.org/10.1128/jcm.32.5.1390-1394.1994 (1994).
Hirsch, H. H. & Steiger, J. Polyomavirus BK. Lancet Infect. Dis. 3(10), 611–623. https://doi.org/10.1016/s1473-3099(03)00770-9 (2003).
Egli, A. et al. Prevalence of polyomavirus BK and JC infection and replication in 400 healthy blood donors. J. Infect. Dis. 199(6), 837–846. https://doi.org/10.1086/597126 (2009).
Dalianis, T. & Hirsch, H. H. Human polyomaviruses in disease and cancer. Virology 437(2), 63–72. https://doi.org/10.1016/j.virol.2012.12.015 (2013).
Kean, J. M., Rao, S., Wang, M. & Garcea, R. L. Seroepidemiology of human polyomaviruses. PLoS Pathog. 5(3), e1000363. https://doi.org/10.1371/journal.ppat.1000363 (2009).
Stolt, A., Sasnauskas, K., Koskela, P., Lehtinen, M. & Dillner, J. Seroepidemiology of human polyomaviruses. J. Gen. Virol. 84(Pt 6), 1499–1504. https://doi.org/10.1099/vir.0.18842-0 (2003).
Antonsson, A. et al. Prevalence and stability of antibodies to the BK and JC polyomaviruses: A long-term longitudinal study of Australians. J Gen Virol. 91(Pt 7), 1849–1853. https://doi.org/10.1099/vir.0.020115-0 (2010).
Gossai, A. et al. Seroepidemiology of Human Polyomaviruses in a US Population. Am. J. Epidemiol. 183(1), 61–69. https://doi.org/10.1093/aje/kwv155 (2016).
Knowles, W. A. et al. Population-based study of antibody to the human polyomaviruses BKV and JCV and the simian polyomavirus SV40. J. Med. Virol. 71(1), 115–123. https://doi.org/10.1002/jmv.10450 (2003) (PMID:12858417).
Karachaliou, M. et al. The natural history of human polyomaviruses and herpesviruses in early life-The rhea birth cohort in Greece. Am. J. Epidemiol. 183(7), 671–679. https://doi.org/10.1093/aje/kwv281 (2016).
Bhattacharjee, S. & Chakraborty, T. High reactivation of BK virus variants in Asian Indians with renal disorders and during pregnancy. Virus Genes 28(2), 157–168. https://doi.org/10.1023/B:VIRU.0000016854.37475.f3 (2004).
Boldorini, R. et al. Latent human polyomavirus infection in pregnancy: Investigation of possible transplacental transmission. Pathology 40(1), 72–77. https://doi.org/10.1080/00313020701716458 (2008).
Kalvatchev, Z., Slavov, S., Shtereva, M. & Savova, S. Reactivation of polyomavirus hominis 1 (BKV) during pregnancy and the risk of mother-to-child transmission. J. Clin. Virol. 43(3), 328–329. https://doi.org/10.1016/j.jcv.2008.08.002 (2008).
Cajaiba, M. M., Parks, W. T., Fuhrer, K. & Randhawa, P. S. Evaluation of human polyomavirus BK as a potential cause of villitis of unknown etiology and spontaneous abortion. J. Med. Virol. 83(6), 1031–1033. https://doi.org/10.1002/jmv.22082 (2011).
Hamilton, R. S., Gravell, M. & Major, E. O. Comparison of antibody titers determined by hemagglutination inhibition and enzyme immunoassay for JC virus and BK virus. J. Clin. Microbiol. 38(1), 105–109. https://doi.org/10.1128/JCM.38.1.105-109.2000 (2000).
Carter, J. J. et al. Association of merkel cell polyomavirus-specific antibodies with merkel cell carcinoma. J. Natl. Cancer Inst. 101(21), 1510–1522. https://doi.org/10.1093/jnci/djp332 (2009).
Kjaerheim, K. et al. Absence of SV40 antibodies or DNA fragments in prediagnostic mesothelioma serum samples. Int. J. Cancer 120(11), 2459–2465. https://doi.org/10.1002/ijc.22592 (2007).
Rintala, M. A. et al. Transmission of high-risk human papillomavirus (HPV) between parents and infant: A prospective study of HPV in families in Finland. J. Clin. Microbiol. 43(1), 376–381. https://doi.org/10.1128/JCM.43.1.376-381.2005 (2005).
Syrjänen, S. et al. Dynamics of human papillomavirus serology in women followed up for 36 months after pregnancy. J. Gen. Virol. 90, 1515–1526. https://doi.org/10.1099/vir.0.007823-0 (2009).
Sehr, P., Zumbbach, K. & Pawlita, M. A generic capture ELISA for recombinant proteins fused to glutathione S-transferase: Validation for HPV serology. J. Immunol. Methods. 253(1–2), 153–162. https://doi.org/10.1016/s0022-1759(01)00376-3 (2001).
Waterboer, T. et al. Multiplex human papillomavirus serology based on in situ-purified glutathione s-transferase fusion proteins. Clin. Chem. 51(10), 1845–1853. https://doi.org/10.1373/clinchem.2005.052381 (2005).
Kamminga, S., van der Meijden, E., Feltkamp, M. C. W. & Zaaijer, H. L. Seroprevalence of fourteen human polyomaviruse determined in blood donors. PLoS One. 13(10), e0206273. https://doi.org/10.1371/journal.pone.0206273 (2018).
Viscidi, R. P. et al. Age-specific seroprevalence of Merkel cell polyomavirus, BK virus, and JC virus. Clin. Vaccine Immunol. 18(10), 1737–1743. https://doi.org/10.1128/CVI.05175-11 (2011).
Polo, C. et al. Prevalence and patterns of polyomavirus urinary excretion in immunocompetent adults and children. Clin. Microbiol. Infect. 10(7), 640–644. https://doi.org/10.1111/j.1469-0691.2004.00882.x (2004).
McClure, G. B. et al. Dynamics of pregnancy-associated polyomavirus urinary excretion: A prospective longitudinal study. J. Med. Virol. 84(8), 1312–1322. https://doi.org/10.1002/jmv.23320 (2012).
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H.K.L., T.W., K.S., S.G., K.L., and S.S. contributed to the study conception and S.S. created the study design. Material preparation and data collection were performed by S.S. and T.W. The analysis was performed by H.K.L., S.S., and K.S. The first draft of the manuscript was written by H.K.L. and S.S. All authors commented on previous versions of the manuscript and read and approved the final manuscript.
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Laine, H.K., Waterboer, T., Syrjänen, K. et al. Seroprevalence of polyomaviruses BK and JC in Finnish women and their spouses followed-up for three years. Sci Rep 13, 879 (2023). https://doi.org/10.1038/s41598-023-27850-7
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DOI: https://doi.org/10.1038/s41598-023-27850-7