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1.
Nat Commun ; 15(1): 5809, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38987584

ABSTRACT

Human papillomaviruses (HPVs) cause most cervical cancers and an increasing number of anogenital and oral carcinomas, with most cases caused by HPV16 or HPV18. HPV hijacks host signalling pathways to promote carcinogenesis. Understanding these interactions could permit identification of much-needed therapeutics for HPV-driven malignancies. The Hippo signalling pathway is important in HPV+ cancers, with the downstream effector YAP playing a pro-oncogenic role. In contrast, the significance of its paralogue TAZ remains largely uncharacterised in these cancers. We demonstrate that TAZ is dysregulated in a HPV-type dependent manner by a distinct mechanism to that of YAP and controls proliferation via alternative cellular targets. Analysis of cervical cancer cell lines and patient biopsies revealed that TAZ expression was only significantly increased in HPV18+ and HPV18-like cells and TAZ knockdown reduced proliferation, migration and invasion only in HPV18+ cells. RNA-sequencing of HPV18+ cervical cells revealed that YAP and TAZ have distinct targets, suggesting they promote carcinogenesis by different mechanisms. Thus, in HPV18+ cancers, YAP and TAZ play non-redundant roles. This analysis identified TOGARAM2 as a previously uncharacterised TAZ target and demonstrates its role as a key effector of TAZ-mediated proliferation, migration and invasion in HPV18+ cancers.


Subject(s)
Adaptor Proteins, Signal Transducing , Cell Proliferation , Hippo Signaling Pathway , Human papillomavirus 18 , Papillomavirus Infections , Protein Serine-Threonine Kinases , Signal Transduction , Transcription Factors , Uterine Cervical Neoplasms , YAP-Signaling Proteins , Humans , Female , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/metabolism , Uterine Cervical Neoplasms/genetics , Uterine Cervical Neoplasms/pathology , Transcription Factors/metabolism , Transcription Factors/genetics , Cell Line, Tumor , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/genetics , YAP-Signaling Proteins/metabolism , Papillomavirus Infections/virology , Papillomavirus Infections/metabolism , Papillomavirus Infections/genetics , Papillomavirus Infections/pathology , Human papillomavirus 18/genetics , Human papillomavirus 18/metabolism , Protein Serine-Threonine Kinases/metabolism , Protein Serine-Threonine Kinases/genetics , Transcriptional Coactivator with PDZ-Binding Motif Proteins/metabolism , Cell Movement , Gene Expression Regulation, Neoplastic , Human papillomavirus 16/genetics , Human papillomavirus 16/metabolism , Trans-Activators/metabolism , Trans-Activators/genetics , Carcinogenesis/genetics
2.
Arch Dermatol Res ; 316(7): 455, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38967656

ABSTRACT

Tirbanibulin 1% ointment is a synthetic antiproliferative agent approved in 2021 by the European Union for treating actinic keratoses (AK). Topical tirbanibulin has clinically resolved HPV-57 ( +) squamous cell carcinoma (SCC), HPV-16 ( +) vulvar high-grade squamous intraepithelial lesion, epidermodysplasia verruciformis, and condyloma. We examined how tirbanibulin might affect HPV oncoprotein expression and affect other cellular pathways involved in cell proliferation and transformation. We treated the HeLa cell line, containing integrated HPV-18, with increasing doses of tirbanibulin to determine the effects on cell proliferation. Immunoblotting was performed with antibodies against the Src canonical pathway, HPV 18 E6 and E7 transcription regulation, apoptosis, and invasion and metastasis pathways. Cell proliferation assays with tirbanibulin determined the half-maximal inhibitory concentration (IC50) of HeLa cells to be 31.49 nmol/L. Increasing concentrations of tirbanibulin downregulates the protein expression of Src (p < 0.001), phospho-Src (p < 0.001), Ras (p < 0.01), c-Raf (p < 0.001), ERK1 (p < 0.001), phospho-ERK1 (p < 0.001), phospho-ERK2 (p < 0.01), phospho-Mnk1 (p < 0.001), eIF4E (p < 0.01), phospho-eIF4E (p < 0.001), E6 (p < 0.01), E7 (p < 0.01), Rb (p < 0.01), phospho-Rb (p < 0.001), MDM2 (p < 0.01), E2F1 (p < 0.001), phospho-FAK (p < 0.001), phospho-p130 Cas (p < 0.001), Mcl-1 (p < 0.01), and Bcl-2 (p < 0.001), but upregulates cPARP (p < 0.001), and cPARP/fPARP (p < 0.001). These results demonstrate that tirbanibulin may impact expression of HPV oncoproteins via the Src- MEK- pathway. Tirbanibulin significantly downregulates oncogenic proteins related to cell cycle regulation and cell proliferation while upregulating apoptosis pathways.


Tirbanibulin is Promising Novel Therapy for Human Papillomavirus (HPV)-associated Diseases.Tirbanibulin 1% ointment is an approved synthetic topical ointment for treating actinic keratoses (AK), a precancer of skin cancer. Topical tirbanibulin has previously been reported to clinically resolve human papillomavirus (HPV)-( +) diseases.In this study, we examine how tirbanibulin may affect the HPV and pathways associated with cancer.We treated the HeLa cell line to determine the effects on HPV cell proliferation. Increasing the concentration of tirbanibulin statistically significantly affected numerous cellular pathways often associated with cancer.These results demonstrate that tirbanibulin may impact expression of HPV oncoproteins and thereby kill cancer cells.


Subject(s)
Cell Proliferation , Down-Regulation , Human papillomavirus 18 , Oncogene Proteins, Viral , Humans , HeLa Cells , Cell Proliferation/drug effects , Oncogene Proteins, Viral/metabolism , Down-Regulation/drug effects , Papillomavirus Infections/virology , Papillomavirus Infections/drug therapy , Papillomavirus E7 Proteins/metabolism , Apoptosis/drug effects , Repressor Proteins/metabolism , Repressor Proteins/genetics , Signal Transduction/drug effects , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/drug therapy , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/metabolism , src-Family Kinases/metabolism , src-Family Kinases/antagonists & inhibitors , Female , Human Papillomavirus Viruses , DNA-Binding Proteins
3.
Virol J ; 21(1): 152, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38970084

ABSTRACT

BACKGROUND: High-risk human papillomavirus (HR-HPV) infection is an important factor for the development of cervical cancer. HPV18 is the second most common HR-HPV after HPV16. METHODS: In this study, MEGA11 software was used to analyze the variation and phylogenetic tree of HPV18 E6-E7 and L1 genes. The selective pressure to E6, E7 and L1 genes was estimated using pamlX. In addition, the B cell epitopes of L1 amino acid sequences and T cell epitopes of E6-E7 amino acid sequences in HPV18 were predicted by ABCpred server and IEDB website, respectively. RESULTS: A total of 9 single nucleotide variants were found in E6-E7 sequences, of which 2 were nonsynonymous variants and 7 were synonymous variants. Twenty single nucleotide variants were identified in L1 sequence, including 11 nonsynonymous variants and 9 synonymous variants. Phylogenetic analysis showed that E6-E7 and L1 sequences were all distributed in A lineage. In HPV18 E6, E7 and L1 sequences, no positively selected site was found. The nonconservative substitution R545C in L1 affected hypothetical B cell epitope. Two nonconservative substitutions, S82A in E6, and R53Q in E7, impacted multiple hypothetical T cell epitopes. CONCLUSION: The sequence variation data of HPV18 may lay a foundation for the virus diagnosis, further study of cervical cancer and vaccine design in central China.


Subject(s)
Genetic Variation , Human papillomavirus 18 , Oncogene Proteins, Viral , Papillomavirus E7 Proteins , Phylogeny , Oncogene Proteins, Viral/genetics , China , Humans , Human papillomavirus 18/genetics , Human papillomavirus 18/classification , Papillomavirus E7 Proteins/genetics , Capsid Proteins/genetics , Female , Epitopes, T-Lymphocyte/genetics , Papillomavirus Infections/virology , Repressor Proteins/genetics , Epitopes, B-Lymphocyte/genetics , DNA-Binding Proteins
4.
Front Public Health ; 12: 1357073, 2024.
Article in English | MEDLINE | ID: mdl-38903575

ABSTRACT

Background: Persistent HR-HPV causes cervical cancer, exhibiting geographic variance. Europe/Americas have higher HPV16/18 rates, while Asia/Africa predominantly have non-16/18 HR-HPV. This study in Fujian, Asia, explores non-16/18 HR-HPV infections, assessing their epidemiology and cervical lesion association for targeted prevention. Methods: A total of 101,621 women undergoing HPV screening at a hospital in Fujian Province from 2013 to 2019 were included. HPV genotyping was performed. A subset of 11,666 HPV-positive women with available histopathology results were analyzed to characterize HPV genotype distribution across cervical diagnoses. Results: In 101,621 samples, 24.5% tested positive for HPV. Among these samples, 17.3% exhibited single infections, while 7.2% showed evidence of multiple infections. The predominant non-16/18 high-risk HPV types identified were HPV 52, 58, 53, 51, and 81. Single HPV infections accounted for 64.1% of all HPV-positive cases, with 71.4% of these being non-16/18 high-risk HPV infections. Age-related variations were observed in 11,666 HPV-positive patients with pathological results. Cancer patients were older. In the cancer group, HPV52 (21.8%) and HPV58 (18.6%) were the predominant types, followed by HPV33, HPV31, and HPV53. Compared to single HPV16/18 infection, non-16/18 HPV predominated in LSIL. Adjusted odds ratios (OR) for LSIL were elevated: multiple HPV16/18 (OR 2.18), multiple non-16/18 HR-HPV (OR 2.53), and multiple LR-HPV (OR 2.38). Notably, solitary HPV16/18 conferred higher odds for HSIL and cancer. Conclusion: Our large-scale analysis in Fujian Province highlights HPV 52, 58, 53, 51, and 81 as predominant non-16/18 HR-HPV types. Multiple HPV poses increased LSIL risks, while solitary HPV16/18 elevates HSIL and cancer odds. These findings stress tailored cervical cancer prevention, highlighting specific HPV impacts on lesion severity and guiding region-specific strategies for optimal screening in Asia, emphasizing ongoing surveillance in the vaccination era.


Subject(s)
Genotype , Papillomavirus Infections , Uterine Cervical Neoplasms , Humans , Female , Papillomavirus Infections/virology , Middle Aged , Adult , China/epidemiology , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/prevention & control , Papillomaviridae/genetics , Papillomaviridae/isolation & purification , Aged , Early Detection of Cancer , Human papillomavirus 18/genetics , Human papillomavirus 18/isolation & purification
5.
J Med Virol ; 96(6): e29746, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38884391

ABSTRACT

Head and neck cancers (HNCs), primarily head and neck squamous cell carcinoma (HNSCC), are associated with high-risk human papillomavirus (HR HPV), notably HPV16 and HPV18. HPV status guides treatment and predicts outcomes, with distinct molecular pathways in HPV-driven HNSCC influencing survival rates. HNC incidence is rising globally, with regional variations reflecting diverse risk factors, including tobacco, alcohol, and HPV infection. Oropharyngeal cancers attributed to HPV have significantly increased, particularly in regions like the United States. The HPV16 genome, characterized by oncoproteins E6 and E7, disrupts crucial cell cycle regulators, including tumor protein p53 (TP53) and retinoblastoma (Rb), contributing to HNSCC pathogenesis. P16 immunohistochemistry (IHC) is a reliable surrogate marker for HPV16 positivity, while in situ hybridization and polymerase chain reaction (PCR) techniques, notably reverse transcription-quantitative PCR (RT-qPCR), offer sensitive HPV detection. Liquid-based RT-qPCR, especially in saliva, shows promise for noninvasive HPV detection, offering simplicity, cost-effectiveness, and patient compliance. These molecular advancements enhance diagnostic accuracy, guide treatment decisions, and improve patient outcomes in HNC management. In conclusion, advances in HPV detection and molecular understanding have significant clinical management implications. Integrating these advancements into routine practice could ultimately improve patient outcomes.


Subject(s)
Head and Neck Neoplasms , Papillomavirus Infections , Humans , Papillomavirus Infections/diagnosis , Papillomavirus Infections/virology , Papillomavirus Infections/complications , Head and Neck Neoplasms/virology , Head and Neck Neoplasms/diagnosis , Squamous Cell Carcinoma of Head and Neck/virology , Human papillomavirus 16/genetics , Human papillomavirus 16/isolation & purification , Human papillomavirus 16/pathogenicity , Papillomaviridae/genetics , Papillomaviridae/isolation & purification , Human papillomavirus 18/genetics , Human papillomavirus 18/isolation & purification , Human Papillomavirus Viruses
6.
Cancer Med ; 13(11): e7316, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38828559

ABSTRACT

OBJECTIVE: To assess the clinical values of extended human papillomavirus (HPV) genotyping in triage of high-risk HPV-positive women, focusing on the trade-off between cervical precancer detections and colposcopy referrals. METHODS: A bivariate random-effects model was used to estimate the diagnostic accuracy of primary HPV screening with following triage strategies to detect cervical precancers: (i) partial genotyping for HPV16/18 combined with cytological testing at atypical squamous cells of undetermined significance threshold (used as the comparator), (ii) genotyping for HPV16/18/58/52, (iii) genotyping for HPV16/18/58/52/33, (iv) genotyping for HPV16/18/58/33/31, (v) genotyping for HPV16/18/58/52/33/31, and (vi) genotyping for HPV16/18/58/52/33/31/39/51. Internal risk benchmarks for clinical management were used to evaluate the risk stratification of each triage strategy. RESULTS: A total of 16,982 women (mean age 46.1 years, range 17-69) were included in this analysis. For CIN3+ detection, triage with HPV16/18/58/33/31 genotyping achieved lower positivity (6.85% vs. 7.35%, p = 0.001), while maintaining similar sensitivity (91.35% vs. 96.42%, p = 0.32) and specificity (94.09% vs. 93.67%, p = 0.56) compared with the comparator strategy. Similar patterns were observed for CIN2+ detection. Women with a positive HPV16/18/58/33/31 genotyping test had high enough risk for CIN3+ for colposcopy referral, while the risk for women with a negative test was below the 1-year return decision threshold according to internal benchmarks. CONCLUSIONS: Our findings suggested extended HPV genotyping is of potential to be used as a triage technique integrated into HPV-based cervical cancer screening, leading to reduced need for colposcopy referral while maintaining similar disease detection and efficient risk stratification.


Subject(s)
Early Detection of Cancer , Genotype , Papillomavirus Infections , Triage , Uterine Cervical Neoplasms , Humans , Female , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/epidemiology , Early Detection of Cancer/methods , Adult , Papillomavirus Infections/virology , Papillomavirus Infections/diagnosis , Papillomavirus Infections/epidemiology , Middle Aged , Triage/methods , China/epidemiology , Adolescent , Young Adult , Colposcopy , Papillomaviridae/genetics , Papillomaviridae/isolation & purification , Uterine Cervical Dysplasia/virology , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Dysplasia/epidemiology , Aged , Human papillomavirus 18/genetics , Human papillomavirus 18/isolation & purification , Sensitivity and Specificity , Human Papillomavirus Viruses
7.
Clin Epigenetics ; 16(1): 77, 2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38849868

ABSTRACT

OBJECTIVE: The major challenge in routine endocervical curettage (ECC) among Human Papillomavirus (HPV) 16/18-positive patients is that only a small fraction benefit. Nevertheless, current reported models often overestimate the validity and necessity of ECC, making it difficult to improve benefits for patients. This research hypothesized that assessing paired boxed gene 1 methylation levels (PAX1m) and clinical characteristics could enhance the predictive accuracy of detecting additional high-grade squamous intraepithelial lesions or worse (HSIL +) through ECC that were not identified by colposcopy-directed biopsy (CDB). METHODS: Data from 134 women with HPV16/18 positivity undergoing CDB and ECC between April 2018 and April 2022 were collected and analyzed. Quantitative methylation-specific polymerase chain reaction (qMSP) was utilized to measure PAX1m, expressed as ΔCp. Univariate and multivariate regression analyses were conducted to screen variables and select predictive factors. A nomogram was constructed using multivariate logistic regression to predict additional HSIL + detected by ECC. The discrimination, calibration, and clinical utility of the nomogram were evaluated using receiver operating characteristic curves (ROC) and the calibration plot. RESULTS: Age (odds ratio [OR], 5.654; 95% confidence interval [CI], 1.131-37.700), cytology (OR, 24.978; 95% CI, 3.085-540.236), and PAX1 methylation levels by grade (PAX1m grade) (OR, 7.801; 95% CI, 1.548-44.828) were independent predictive factors for additional detection of HSIL + by ECC. In HPV16/18-positive women, the likelihood of additional detection of HSIL + through ECC increased with the severity of cytological abnormalities, peaking at 43.8% for high-grade cytological lesions. Moreover, when cytological findings indicated low-grade lesions, PAX1 methylation levels were positively correlated with the additional detection of HSIL + by ECC (P value < 0.001). A nomogram prediction model was developed (area under curve (AUC) = 0.946; 95% CI, 0.901-0.991), demonstrating high sensitivity (90.9%) and specificity (90.5%) at the optimal cutoff point of 107. Calibration analysis confirmed the model's strong agreement between predicted and observed probabilities. CONCLUSION: The clinical nomogram presented promising predictive performance for the additional detection of HSIL + through ECC among women with HPV16/18 infection. PAX1 methylation level could serve as a valuable tool in guiding individualized clinical decisions regarding ECC for patients with HPV 16/18 infection, particularly in cases of low-grade cytological findings.


Subject(s)
Colposcopy , DNA Methylation , Human papillomavirus 16 , Human papillomavirus 18 , Nomograms , Paired Box Transcription Factors , Papillomavirus Infections , Uterine Cervical Neoplasms , Humans , Female , Paired Box Transcription Factors/genetics , Human papillomavirus 16/genetics , Human papillomavirus 16/isolation & purification , Adult , DNA Methylation/genetics , Middle Aged , Human papillomavirus 18/genetics , Human papillomavirus 18/isolation & purification , Papillomavirus Infections/diagnosis , Papillomavirus Infections/genetics , Papillomavirus Infections/virology , Uterine Cervical Neoplasms/genetics , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/pathology , Curettage/methods , ROC Curve , Uterine Cervical Dysplasia/virology , Uterine Cervical Dysplasia/genetics , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Dysplasia/pathology , Cervix Uteri/pathology , Cervix Uteri/virology
8.
PLoS One ; 19(6): e0306044, 2024.
Article in English | MEDLINE | ID: mdl-38917143

ABSTRACT

BACKGROUND: Danish women-who were HPV-vaccinated as girls-are now reaching an age where they are invited to cervical cancer screening. Because of their expected lower cervical cancer risk, we must reassess our screening strategies. We analyzed Danish HPV-vaccinated women's outcomes after the first screening test at age 23. METHODS AND FINDINGS: Our study was embedded in Danish routine cytology-based screening. We conducted an observational study and included women born in 1994, offered the 4-valent HPV vaccine at age 14, and subsequently invited to screening at age 23. Cervical cytology was used for diagnostics and clinical management. Residual material was HPV tested with Cobas® 4800/6800. The most severe histology diagnosis within 795 days of screening was found through linkage with the Danish National Pathology Register. We calculated the number of women undergoing follow-up (repeated testing and/or colposcopy) per detected cervical intraepithelial neoplasia (CIN2+). A total of 6021 women were screened; 92% were HPV-vaccinated; 12% had abnormal cytology; 35% were high-risk HPV-positive, including 0.9% HPV16/18 positive, and 20% had follow-up. In women that were cytology-abnormal and HPV-positive (Cyt+/HPV+), 610 (98.5%) had been followed up, and 138 CIN2+ cases were diagnosed, resulting in 4.4 (95% CI 3.9-5.2) women undergoing follow-up per detected CIN2+. In contrast to recommendations, 182 (12.2%) cytology-normal and HPV-positive (Cyt-/HPV+) women were followed up within 795 days, and 8 CIN2+ cases were found, resulting in 22.8 (95% CI 13.3-59.3) women undergoing follow-up per detected CIN2+. CONCLUSION: Overall, HPV prevalence was high in HPV-vaccinated women, but HPV16/18 had largely disappeared. In the large group of cytology-normal and HPV-positive women, 23 had been followed up per detected CIN2+ case. Our data indicated that primary HPV screening of young HPV-vaccinated women would require very effective triage methods to avoid an excessive follow-up burden. TRIAL REGISTRATION: Trial registration number: NCT0304955.


Subject(s)
Early Detection of Cancer , Papillomavirus Infections , Papillomavirus Vaccines , Uterine Cervical Neoplasms , Humans , Female , Denmark/epidemiology , Papillomavirus Vaccines/administration & dosage , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/epidemiology , Uterine Cervical Neoplasms/prevention & control , Papillomavirus Infections/diagnosis , Papillomavirus Infections/epidemiology , Papillomavirus Infections/virology , Papillomavirus Infections/prevention & control , Early Detection of Cancer/methods , Young Adult , Cohort Studies , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Dysplasia/virology , Uterine Cervical Dysplasia/epidemiology , Uterine Cervical Dysplasia/prevention & control , Adult , Adolescent , Vaccination , Human papillomavirus 18/isolation & purification , Mass Screening/methods
9.
PLoS One ; 19(5): e0300354, 2024.
Article in English | MEDLINE | ID: mdl-38691559

ABSTRACT

Oral cancer (OC) is the most common cancer in Pakistani males and the second most common in females. Major risk factors include peculiar chewing habits, human papillomavirus (HPV) infection and molecular pathways. However, less data is available for this avertible cancer regarding its association with high-risk HPV (HR-HPV) and chewing habits in this region. Therefore, this study was done to determine the prevalence of HR-HPV in oral squamous cell carcinoma (OSCC) and its correlation with p16 and chewing habits. Formalin-fixed paraffin-embedded (FFPE) biopsy specimens of 186 samples were tested for HR-HPV type 16/18 by PCR, followed by p16 immunostaining (IHC) in a subset of cases (n = 50). Appropriate statistical tests were applied to find the association between HR-HPV/p16 and peculiar chewing habits with significance criteria of p<0.05 with 95% CI. HR-HPV (type 16 &18) was present in seven out of 186 cases (3.8%). Of these seven cases, five were positive for HPV16, whereas two were positive for HPV16/18. The overall expression of p16 protein in 50 samples was 38% (n = 19), and among these 19-IHC positive samples, 26% were positive for HR-HPV DNA. No significant association was found between HR-HPV positivity and p16 and chewing habits (p>0.05). It was concluded that HR-HPV prevalence in OSCC was very low in our population, with no statistically significant correlation with p16 and chewing habits. These results suggest the role of HR-HPV as an independent risk factor in OSCC in the local setting.


Subject(s)
Carcinoma, Squamous Cell , Human papillomavirus 16 , Mouth Neoplasms , Papillomavirus Infections , Humans , Mouth Neoplasms/virology , Mouth Neoplasms/epidemiology , Male , Female , Carcinoma, Squamous Cell/virology , Carcinoma, Squamous Cell/epidemiology , Middle Aged , Prevalence , Papillomavirus Infections/epidemiology , Papillomavirus Infections/virology , Adult , Human papillomavirus 16/genetics , Human papillomavirus 16/isolation & purification , Cyclin-Dependent Kinase Inhibitor p16/metabolism , Risk Factors , Aged , Human papillomavirus 18/isolation & purification , Human papillomavirus 18/genetics , Mastication , Pakistan/epidemiology , Human Papillomavirus Viruses
10.
Mol Ther ; 32(7): 2340-2356, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38715363

ABSTRACT

Human papillomavirus (HPV) 16 and 18 infections are related to many human cancers. Despite several preventive vaccines for high-risk (hr) HPVs, there is still an urgent need to develop therapeutic HPV vaccines for targeting pre-existing hrHPV infections and lesions. In this study, we developed a lipid nanoparticle (LNP)-formulated mRNA-based HPV therapeutic vaccine (mHTV)-03E2, simultaneously targeting the E2/E6/E7 of both HPV16 and HPV18. mHTV-03E2 dramatically induced antigen-specific cellular immune responses, leading to significant CD8+ T cell infiltration and cytotoxicity in TC-1 tumors derived from primary lung epithelial cells of C57BL/6 mice expressing HPV E6/E7 antigens, mediated significant tumor regression, and prolonged animal survival, in a dose-dependent manner. We further demonstrated significant T cell immunity against HPV16/18 E6/E7 antigens for up to 4 months post-vaccination in immunological and distant tumor rechallenging experiments, suggesting robust memory T cell immunity against relapse. Finally, mHTV-03E2 synergized with immune checkpoint blockade to inhibit tumor growth and extend animal survival, indicating the potential in combination therapy. We conclude that mHTV-03E2 is an excellent candidate therapeutic mRNA vaccine for treating malignancies caused by HPV16 or HPV18 infections.


Subject(s)
Oncogene Proteins, Viral , Papillomavirus Infections , Papillomavirus Vaccines , RNA, Messenger , Animals , Mice , Papillomavirus Vaccines/immunology , Humans , Papillomavirus Infections/immunology , Papillomavirus Infections/virology , Papillomavirus Infections/therapy , Papillomavirus Infections/prevention & control , Female , Oncogene Proteins, Viral/immunology , Oncogene Proteins, Viral/genetics , RNA, Messenger/genetics , RNA, Messenger/immunology , Nanoparticles/chemistry , Human papillomavirus 16/immunology , Human papillomavirus 16/genetics , Mice, Inbred C57BL , Human papillomavirus 18/immunology , Human papillomavirus 18/genetics , Papillomavirus E7 Proteins/immunology , Papillomavirus E7 Proteins/genetics , Cancer Vaccines/immunology , Cancer Vaccines/administration & dosage , Cell Line, Tumor , Disease Models, Animal , CD8-Positive T-Lymphocytes/immunology , Repressor Proteins/immunology , Repressor Proteins/genetics , DNA-Binding Proteins , Liposomes
11.
Genes Cells ; 29(7): 532-548, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38715205

ABSTRACT

Most cervical cancers are caused by human papillomavirus (HPV) infection. In HeLa cells, the HPV18 viral genome is integrated at chromosome 8q24.21 and activates transcription of the proto-oncogene c-Myc. However, the mechanism of how the integrated HPV genome and its transcribed RNAs exhibit transcription activation function has not been fully elucidated. In this study, we found that HPV18 transcripts contain an enhancer RNA-like function to activate proximal genes including CCAT1-5L and c-Myc. We showed that the human genome-integrated HPV18 genes are activated by transcription coregulators including BRD4 and Mediator. The transcribed HPV18 RNAs form a liquid-like condensate at chromosome 8q24.21 locus, which in turn accumulates RNA polymerase II. Moreover, we focused on a relatively uncharacterized transcript from the upstream region of CCAT1, named URC. The URC RNA is transcribed as a chimera RNA with HPV18 and is composed of the 3'-untranslated region of the HPV18 transcript. We experimentally showed that the URC contributes to stabilization of HPV18 RNAs by supplying a polyadenylation site for the HPV18 transcript. Our findings suggest that integrated HPV18 at 8q24.21 locus produces HPV18-URC chimera RNA and promotes tumorigenesis through RNA-based condensate formation.


Subject(s)
Genome, Viral , Human papillomavirus 18 , Proto-Oncogene Mas , Humans , Human papillomavirus 18/genetics , HeLa Cells , RNA, Viral/genetics , RNA, Viral/metabolism , Transcription Factors/metabolism , Transcription Factors/genetics , Papillomavirus Infections/virology , Papillomavirus Infections/genetics , Virus Integration , Transcription, Genetic , Female , Genome, Human , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/genetics , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Bromodomain Containing Proteins
12.
Nat Commun ; 15(1): 3679, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38693149

ABSTRACT

HPV vaccination with concomitant HPV-based screening of young women has been proposed for faster cervical cancer elimination. We describe the baseline results of a population-based trial of this strategy to reduce the incidence of HPV. All 89,547 women born 1994-1999 and resident in the capital region of Sweden were personally invited to concomitant HPV vaccination and HPV screening with 26,125 women (29.2%) enrolled between 2021-05-03 and 2022-12-31. Baseline HPV genotyping of cervical samples from the study participants finds, compared to pre-vaccination prevalences, a strong decline of HPV16 and 18 in birth cohorts previously offered vaccination, some decline for cross-protected HPV types but no decline for HPV types not targeted by vaccines. Our dynamic transmission modelling predicts that the trial could reduce the incidence of high-risk HPV infections among the 1994-1998 cohorts by 62-64% in 3 years. Baseline results are prevalences of HPV infection, validated transmission model projections, and power estimates for evaluating HPV incidence reductions at follow-up (+/-0.1% with 99.9% confidence). In conclusion, concomitant HPV vaccination and HPV screening appears to be a realistic option for faster cervical cancer elimination. Clinicaltrials.gov identifier: NCT04910802; EudraCT number: 2020-001169-34.


Subject(s)
Papillomavirus Infections , Papillomavirus Vaccines , Uterine Cervical Neoplasms , Humans , Female , Uterine Cervical Neoplasms/prevention & control , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/epidemiology , Papillomavirus Infections/epidemiology , Papillomavirus Infections/prevention & control , Papillomavirus Infections/virology , Papillomavirus Vaccines/immunology , Papillomavirus Vaccines/administration & dosage , Papillomavirus Vaccines/therapeutic use , Adult , Sweden/epidemiology , Young Adult , Vaccination , Adolescent , Incidence , Mass Screening , Prevalence , Middle Aged , Early Detection of Cancer , Human papillomavirus 16/genetics , Human papillomavirus 16/immunology , Human papillomavirus 18/genetics , Human papillomavirus 18/immunology , Human Papillomavirus Viruses
13.
Gene ; 921: 148527, 2024 Aug 30.
Article in English | MEDLINE | ID: mdl-38710293

ABSTRACT

The E6 protein is a known oncogene in cervical cancer and plays a key role in the development and progression of cervical cancer by reducing the expression level of the tumor suppressor protein P53 and ultimately leading to enhanced cell proliferation and reduced apoptosis. Therefore, antiviral agents that inhibit the expression of E6 oncoprotein are expected to be potential therapies for human cervical cancer. Here we developed CRISPR/Cas13a: crRNA dual plasmid system and demonstrated that CRISPR/Cas13a could effectively and specifically knock down human papillomavirus 18 E6 mRNA, downregulate the expression level of E6 protein, and restore the expression of the tumor suppressor gene P53 protein, thereby inhibiting the growth of cervical cancer cells and increasing their apoptosis, the E6-2, E6-3, and E6-5 groups resulted in apoptosis rates of 25.4%, 22.4%, and 22.2% in HeLa cells. Moreover, CRISPR/Cas13a enhances the proliferation inhibition and apoptosis induction of cisplatin in cervical cancer HeLa cells. The CRISPR/Cas13a system targeting HPV E6 mRNA may be a promising therapeutic approach for the treatment of human papillomavirus-associated cervical cancer.


Subject(s)
Apoptosis , CRISPR-Cas Systems , Cell Proliferation , Human papillomavirus 18 , Oncogene Proteins, Viral , Uterine Cervical Neoplasms , Humans , HeLa Cells , Oncogene Proteins, Viral/genetics , Oncogene Proteins, Viral/metabolism , Female , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/genetics , Apoptosis/genetics , Cell Proliferation/genetics , Human papillomavirus 18/genetics , Human papillomavirus 18/pathogenicity , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Papillomavirus Infections/genetics , Papillomavirus Infections/virology , Cisplatin/pharmacology , DNA-Binding Proteins
14.
J Infect Public Health ; 17(6): 1057-1064, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38705058

ABSTRACT

BACKGROUND: Cervical cancer screening remains an essential preventive tool worldwide. First line high-risk Human Papillomavirus (HrHPV) genotyping became gold standard for cervical cancer screening, and has been adopted by several countries, including Portugal. Herein, we aimed to assess the early outcomes of the regional Cervical Cancer Screening Program of Northern Portugal. METHODS: The analysis of a representative set of cases evaluated during a one-month period (January 2020), with adequate follow-up was performed. Descriptive analysis was performed. RESULTS: Overall, 7278 samples were received, of which 15.2% were HrHPV positive, most of these disclosing a negative result in subsequent liquid-based cytology. Nearly half of the HrHPV-positive women were referred to colposcopy. Within this group, HPV16/18+ cases depicted the higher frequency of high-grade squamous intraepithelial lesion (HSIL) or worse, compared with abnormal cytology or persistent HrHPV infection. Among women with non-HPV16/18 HrHPV infection and negative cytology, which are eligible for repeat sampling in one year, 65% were re-tested. Importantly, nearly half of these cleared HrHPV infection. Furthermore, referral to colposcopy due to HPV16/18 infection and/or abnormal cytology results were associated with > 40% risk for HSIL or worse lesion. CONCLUSIONS: Our study confirmed the reliability and effectiveness of first line HrHPV genotyping in the Cervical Cancer Screening Program of Northern Portugal. Nonetheless, it also raised concerns about excessive referral to colposcopy, with the inherent human and financial costs. Thus, further improvement and optimization are key to ensure the sustainability of the program.


Subject(s)
Colposcopy , Early Detection of Cancer , Papillomavirus Infections , Uterine Cervical Neoplasms , Humans , Female , Portugal , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/virology , Early Detection of Cancer/methods , Papillomavirus Infections/diagnosis , Papillomavirus Infections/virology , Adult , Middle Aged , Genotype , Human papillomavirus 16/genetics , Human papillomavirus 16/isolation & purification , Human papillomavirus 18/genetics , Human papillomavirus 18/isolation & purification , Aged , Mass Screening/methods
15.
PLoS One ; 19(5): e0304080, 2024.
Article in English | MEDLINE | ID: mdl-38768231

ABSTRACT

Human Papillomavirus (HPV) prophylactic vaccination has proven effective in preventing new infections, but it does not treat existing HPV infections or associated diseases. Hence, there is still an important reservoir of HPV in adults, as vaccination programs are mainly focused on young women. The primary objective of this non-randomized, open-label trial is to evaluate if a 3-dose regimen of Gardasil-9 in HPV16/18-positive women could reduce the infective capacity of their body fluids. We aim to assess if vaccine-induced antibodies could neutralize virions present in the mucosa, thus preventing the release of infective particles and HPV transmission to sexual partners. As our main endpoint, the E1^E4-HaCaT model will be used to assess the infectivity rate of cervical, anal and oral samples, obtained from women before and after vaccination. HPV DNA positivity, virion production, seroconversion, and the presence of antibodies in the exudates, will be evaluated to attribute infectivity reduction to vaccination. Our study will recruit two different cohorts (RIFT-HPV1 and RIFT-HPV2) of non-vaccinated adult women. RIFT-HPV1 will include subjects with an HPV16/18 positive cervical test and no apparent cervical lesions or cervical lesions eligible for conservative treatment. RIFT-HPV2 will include subjects with an HPV16/18 positive anal test and no apparent anal lesions or anal lesions eligible for conservative treatment, as well as women with an HPV16/18 positive cervical test and HPV-associated vulvar lesions. Subjects complying with inclusion criteria for both cohorts will be recruited to the main cohort, RIFT-HPV1. Three doses of Gardasil-9 will be administered intramuscularly at visit 1 (0 months), visit 2 (2 months) and visit 3 (6 months). Even though prophylactic HPV vaccines would not eliminate a pre-existing infection, our results will determine if HPV vaccination could be considered as a new complementary strategy to prevent HPV-associated diseases by reducing viral spread. Trial registration: https://clinicaltrials.gov/ct2/show/NCT05334706.


Subject(s)
Human Papillomavirus Recombinant Vaccine Quadrivalent, Types 6, 11, 16, 18 , Human papillomavirus 16 , Human papillomavirus 18 , Papillomavirus Infections , Humans , Female , Papillomavirus Infections/prevention & control , Papillomavirus Infections/virology , Papillomavirus Infections/immunology , Human Papillomavirus Recombinant Vaccine Quadrivalent, Types 6, 11, 16, 18/administration & dosage , Human Papillomavirus Recombinant Vaccine Quadrivalent, Types 6, 11, 16, 18/immunology , Human papillomavirus 16/immunology , Human papillomavirus 18/immunology , Adult , Young Adult , Adolescent , Antibodies, Viral/immunology , Papillomavirus Vaccines/administration & dosage , Papillomavirus Vaccines/immunology , DNA, Viral , Vaccination/methods , Cervix Uteri/virology
16.
Hum Vaccin Immunother ; 20(1): 2334474, 2024 Dec 31.
Article in English | MEDLINE | ID: mdl-38619081

ABSTRACT

To assess the pattern of multiple human papillomavirus infection to predict the type replacement postvaccination. A total of 7372 women aged 18-45y from a phase III trial of an Escherichia coli-produced HPV-16/18 vaccine were analyzed at enrollment visit before vaccination. Hierarchical multilevel logistic regression was used to evaluate HPV vaccine type and nonvaccine-type interactions with age as a covariate. Binary logistic regression was construed to compare multiple infections with single infections to explore the impact of multiple-type infections on the risk of cervical disease. Multiple HPV infections were observed in 25.2% of HPV-positive women and multiple infections were higher than expected by chance. Statistically significant negative associations were observed between HPV16 and 52, HPV18 and HPV51/52/58, HPV31 and HPV39/51/52/53/54/58, HPV33 and HPV52/58, HPV58 and HPV52, HPV6 and HPV 39/51/52/53/54/56/58. Multiple HPV infections increased the risk of CIN2+ and HSIL+, with the ORs of 2.27(95%CI: 1.41, 3.64) and 2.26 (95%CI: 1.29, 3.95) for multiple oncogenic HPV infection separately. However, no significant evidence for the type-type interactions on risk of CIN2+ or HSIL+. There is possibility of type replacement between several pairs of vaccine and nonvaccine HPV type. Multiple HPV infection increased the risk of cervical disease, but coinfection HPV types seem to follow independent disease processes. Continued post-vaccination surveillance for HPV 51/52/58 types and HPV 39/51 types separately was essential after the first and second generation of HPV vaccination implementation in China.


Subject(s)
Alphapapillomavirus , Escherichia coli Vaccines , Human Papillomavirus Viruses , Papillomavirus Infections , Papillomavirus Vaccines , Humans , Female , Human papillomavirus 16 , Human papillomavirus 18 , Papillomavirus Infections/epidemiology , Papillomavirus Infections/prevention & control , China/epidemiology , Papillomaviridae
17.
BMC Womens Health ; 24(1): 240, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38622605

ABSTRACT

BACKGROUND: Human papillomavirus (HPV) infection is an important factor leading to cervical cell abnormalities. 90% of cervical cancers are closely associated with persistent infection of high-risk HPV, with the highest correlation with HPV16 and 18. Currently available vaccines and antivirals have limited effectiveness and coverage. Guanylate binding protein 1 (GBP1) was induced by interferon gamma and involved in many important cellular processes such as clearance of various microbial pathogens. However, whether GBP1 can inhibit human papillomavirus infection is unclear. RESULTS: In this study, we found that GBP1 can effectively degrade HPV18 E6, possibly through its GTPase activity or other pathways, and E6 protein degrades GBP1 through the ubiquitin-proteasome pathway to achieve immune escape. CONCLUSION: Therefore, GBP1 is an effector of IFN-γ anti-HPV activity. Our findings provided new insights into the treatment of HPV 18 infections.


Subject(s)
Papillomavirus Infections , Uterine Cervical Neoplasms , Female , Humans , GTP-Binding Proteins , Human papillomavirus 18 , Interferon-gamma/pharmacology
18.
PLoS One ; 19(4): e0302270, 2024.
Article in English | MEDLINE | ID: mdl-38669258

ABSTRACT

High-risk Human Papillomavirus (HR-HPV) genotypes, specifically HPV16 and HPV18, pose a significant risk for the development of cervical intraepithelial neoplasia and cervical cancer. In the multifaceted cervical microenvironment, consisting of immune cells and diverse microbiota, Lactobacillus emerges as a pivotal factor, wielding significant influence in both stabilizing and disrupting the microbiome of the reproductive tract. To analyze the distinction between the cervical microbiota and Lactobacillus-dominant/non-dominant status of HR-HPV and non-infected healthy women, sixty-nine cervical swab samples were analyzed, included 44 with HR-HPV infection and healthy controls. All samples were recruited from Human Papillomavirus-based cervical cancer screening program and subjected to 16s rRNA sequencing analysis. Alpha and beta diversity analyses reveal no significant differences in the cervical microbiota of HR-HPV-infected women, including 16 and 18 HPV genotypes, and those with squamous intraepithelial lesion (SIL), compared to a control group. In this study we identified significantly lower abundance of Lactobacillus mucosae in women with HR-HPV infection compared to the control group. Furthermore, changes in bacterial diversity were noted in Lactobacillus non-dominant (LND) samples compared to Lactobacillus-dominant (LD) in both HR-HPV-infected and control groups. LND samples in HR-HPV-infected women exhibited a cervical dysbiotic state, characterized by Lactobacillus deficiency. In turn, the LD HR-HPV group showed an overrepresentation of Lactobacillus helveticus. In summary, our study highlighted the distinctive roles of L. mucosae and L. helveticus in HR-HPV infections, signaling a need for further research to demonstrate potential clinical implications of cervical microbiota dysbiosis.


Subject(s)
Cervix Uteri , Dysbiosis , Lactobacillus , Microbiota , Papillomavirus Infections , RNA, Ribosomal, 16S , Humans , Female , Papillomavirus Infections/virology , Papillomavirus Infections/microbiology , Papillomavirus Infections/complications , Dysbiosis/microbiology , Dysbiosis/virology , Adult , Cervix Uteri/microbiology , Cervix Uteri/virology , Lactobacillus/isolation & purification , Lactobacillus/genetics , RNA, Ribosomal, 16S/genetics , Middle Aged , Uterine Cervical Neoplasms/microbiology , Uterine Cervical Neoplasms/virology , Human papillomavirus 16/genetics , Human papillomavirus 16/isolation & purification , Case-Control Studies , Human papillomavirus 18/genetics , Human papillomavirus 18/isolation & purification , Uterine Cervical Dysplasia/microbiology , Uterine Cervical Dysplasia/virology
19.
mBio ; 15(5): e0072924, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38624210

ABSTRACT

The integration of HPV DNA into human chromosomes plays a pivotal role in the onset of papillomavirus-related cancers. HPV DNA integration often occurs by linearizing the viral DNA in the E1/E2 region, resulting in the loss of a critical viral early polyadenylation signal (PAS), which is essential for the polyadenylation of the E6E7 bicistronic transcripts and for the expression of the viral E6 and E7 oncogenes. Here, we provide compelling evidence that, despite the presence of numerous integrated viral DNA copies, virus-host fusion transcripts originate from only a single integrated HPV DNA in HPV16 and HPV18 cervical cancers and cervical cancer-derived cell lines. The host genomic elements neighboring the integrated HPV DNA are critical for the efficient expression of the viral oncogenes that leads to clonal cell expansion. The fusion RNAs that are produced use a host RNA polyadenylation signal downstream of the integration site, and almost all involve splicing to host sequences. In cell culture, siRNAs specifically targeting the host portion of the virus-host fusion transcripts effectively silenced viral E6 and E7 expression. This, in turn, inhibited cell growth and promoted cell senescence in HPV16+ CaSki and HPV18+ HeLa cells. Showing that HPV E6 and E7 expression from a single integration site is instrumental in clonal cell expansion sheds new light on the mechanisms of HPV-induced carcinogenesis and could be used for the development of precision medicine tailored to combat HPV-related malignancies. IMPORTANCE: Persistent oncogenic HPV infections lead to viral DNA integration into the human genome and the development of cervical, anogenital, and oropharyngeal cancers. The expression of the viral E6 and E7 oncogenes plays a key role in cell transformation and tumorigenesis. However, how E6 and E7 could be expressed from the integrated viral DNA which often lacks a viral polyadenylation signal in the cancer cells remains unknown. By analyzing the integrated HPV DNA sites and expressed HPV RNAs in cervical cancer tissues and cell lines, we show that HPV oncogenes are expressed from only one of multiple chromosomal HPV DNA integrated copies. A host polyadenylation signal downstream of the integrated viral DNA is used for polyadenylation and stabilization of the virus-host chimeric RNAs, making the oncogenic transcripts targetable by siRNAs. This observation provides further understanding of the tumorigenic mechanism of HPV integration and suggests possible therapeutic strategies for the development of precision medicine for HPV cancers.


Subject(s)
DNA, Viral , Oncogene Proteins, Viral , Papillomavirus Infections , Uterine Cervical Neoplasms , Virus Integration , Humans , Female , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/genetics , Virus Integration/genetics , Oncogene Proteins, Viral/genetics , Oncogene Proteins, Viral/metabolism , Papillomavirus Infections/virology , Papillomavirus Infections/genetics , DNA, Viral/genetics , Human papillomavirus 16/genetics , Human papillomavirus 18/genetics , Cell Line, Tumor , Oncogenes/genetics , Polyadenylation
20.
Microbiol Spectr ; 12(6): e0022924, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38687066

ABSTRACT

Given low seroconversion rates following human papillomavirus (HPV) infection, fixed external cutoffs may lead to errors in estimating HPV seroprevalence. We evaluated finite mixture modeling (FMM) and group-based trajectory modeling (GBTM) among unvaccinated, sexually active, HPV-exposed women to determine study-specific HPV16 and HPV18 seropositivity thresholds. We included 399 women (aged 18-24 years) enrolled in the HPV Infection and Transmission Among Couples Through Heterosexual Activity (HITCH) cohort study between 2005 and 2011 in Montreal, Canada. Participants' blood samples from up to six visits spanning 2 years were tested by multiplex serology for antibodies [median fluorescence intensity (MFI)] specific to bacterially expressed HPV16 and HPV18 L1 glutathione S-transferase fusion proteins. We applied FMM and GBTM to baseline and longitudinal antibody titer measurements, respectively, to define HPV type-specific seronegative and seropositive distributions. Study-specific thresholds were generated as five standard deviations above the mean seronegative antibody titers, mimicking cutoffs (HPV16: 422 MFI; HPV18: 394 MFI) derived from an external population of sexually inactive, HPV DNA-negative Korean women (aged 15-29 years). Agreement (kappa) of study-specific thresholds was evaluated against external cutoffs. Seroprevalence estimates using FMM (HPV16: 27.5%-43.2%; HPV18: 21.7%-49.5%) and GBTM (HPV16: 11.8%-11.8%; HPV18: 9.9%-13.4%) thresholds exceeded those of external cutoffs (HPV: 10.2%; HPV18: 9.7%). FMM thresholds showed slight-to-moderate agreement with external cutoffs (HPV16: 0.26%-0.46%; HPV18: 0.20%-0.56%), while GBTM thresholds exhibited high agreement (HPV16: 0.92%-0.92%; HPV18: 0.82%-0.99%). Kappa values suggest that GBTM, used for longitudinal serological data, and otherwise FMM, for cross-sectional data, are robust methods for determining the HPV serostatus without prior classification rules.IMPORTANCEWhile human papillomavirus (HPV) seropositivity has been employed as an epidemiologic determinant of the natural history of genital HPV infections, only a fraction of women incidentally infected with HPV respond by developing significant antibody levels. HPV seropositivity is often determined by a dichotomous fixed cutoff based on the seroreactivity of an external population of women presumed as seronegative, given the lack of evidence of HPV exposure. However, considering the variable nature of seroreactivity upon HPV infection, which arguably varies across populations, such externally defined cutoffs may lack specificity to the population of interest, causing inappropriate assessment of HPV seroprevalence and related epidemiologic uses of that information. This study demonstrates that finite mixture modeling (FMM) and group-based trajectory modeling (GBTM) can be used to independently estimate seroprevalence or serve as the basis for defining study-specific seropositivity thresholds without requiring prior subjective assumptions, consequently providing a more apt internally valid discrimination of seropositive from seronegative individuals.


Subject(s)
Antibodies, Viral , Human papillomavirus 16 , Human papillomavirus 18 , Papillomavirus Infections , Humans , Female , Papillomavirus Infections/epidemiology , Papillomavirus Infections/virology , Young Adult , Adolescent , Antibodies, Viral/blood , Human papillomavirus 18/immunology , Human papillomavirus 16/immunology , Seroepidemiologic Studies , Adult , Canada/epidemiology , Cohort Studies , Sexual Behavior
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