Multiple High-Risk HPV Infections and Opportunistic HPV Prevalence Among Women Aged 18–25 Years with NILM, ASC-US, or LSIL Cytology: A 2024 Cross-Sectional Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design, Setting, and Reporting
2.2. Study Population
2.3. Cytology and HPV DNA Testing
2.4. Outcome Definitions
2.5. Data Validation and Quality Control
2.6. Statistical Analysis
3. Results
3.1. Analytical Cohort and HPV-Testing Context
3.2. High-Risk HPV Prevalence in NILM and Positivity by Cytology
3.3. Secondary Comparison at the Median Age
3.4. Multiple High-Risk HPV Infections
3.5. Infection Patterns
4. Discussion
4.1. Principal Findings
4.2. Comparison with Previous Evidence
4.3. Age, Vaccination, and Screening Context
4.4. Strengths and Limitations
4.5. Implications and Future Research
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| Abbrev. | Definition |
| AGC | Atypical glandular cells |
| aOR | Adjusted odds ratio |
| ASC-H | Atypical squamous cells—cannot exclude HSIL |
| ASC-US | Atypical squamous cells of undetermined significance |
| CI | Confidence interval |
| CIN | Cervical intraepithelial neoplasia |
| HPV | Human papillomavirus |
| hrHPV | High-risk human papillomavirus |
| HSIL | High-grade squamous intraepithelial lesion |
| LSIL | Low-grade squamous intraepithelial lesion |
| NILM | Negative for intraepithelial lesion or malignancy |
| STROBE | Strengthening the Reporting of Observational Studies in Epidemiology |
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| Cytology | All Women, n | HPV Tested, n (% of Women) | HPV-Positive, n (% Tested; 95% CI) | Multiple hrHPV Infection, n (% HPV-Positive; 95% CI) |
|---|---|---|---|---|
| NILM | 7050 | 396 (5.6) | 75 (18.9; 15.4–23.1) | 20 (26.7; 18.0–37.6) |
| ASC-US | 312 | 243 (77.9) | 116 (47.7; 41.5–54.0) | 24 (20.7; 14.3–28.9) |
| LSIL | 212 | 165 (77.8) | 104 (63.0; 55.4–70.0) | 25 (24.0; 16.8–33.1) |
| Total | 7574 | 804 (10.6) | 295 (36.7; 33.4–40.1) | 69 (23.4; 18.9–28.5) |
| Outcome | Adjusted Association | aOR | 95% CI | p-Value |
|---|---|---|---|---|
| HPV positivity | Overall cytology association | — | — | <0.001 |
| ASC-US vs. NILM | 4.52 | 3.09–6.61 | <0.001 | |
| LSIL vs. NILM | 8.83 | 5.73–13.62 | <0.001 | |
| Overall single-year age association | — | — | <0.001 | |
| Multiple hrHPV infection | Overall cytology association | — | — | 0.471 |
| ASC-US vs. NILM | 0.63 | 0.30–1.32 | 0.222 | |
| LSIL vs. NILM | 0.78 | 0.37–1.63 | 0.503 | |
| Overall single-year age association | — | — | 0.891 |
| Age, Years | Women, n | HPV Tested, n | HPV-Positive, n (%; 95% CI) | Multiple hrHPV Infection, n (% HPV-Positive; 95% CI) |
|---|---|---|---|---|
| 18 | 507 | 23 | 10 (43.5; 25.6–63.2) | 3 (30.0; 10.8–60.3) |
| 19 | 683 | 83 | 40 (48.2; 37.8–58.8) | 7 (17.5; 8.7–31.9) |
| 20 | 803 | 93 | 53 (57.0; 46.8–66.6) | 13 (24.5; 14.9–37.6) |
| 21 | 950 | 96 | 27 (28.1; 20.1–37.8) | 7 (25.9; 13.2–44.7) |
| 22 | 901 | 109 | 26 (23.9; 16.8–32.7) | 8 (30.8; 16.5–50.0) |
| 23 | 1101 | 144 | 37 (25.7; 19.3–33.4) | 9 (24.3; 13.4–40.1) |
| 24 | 1203 | 121 | 51 (42.1; 33.7–51.1) | 10 (19.6; 11.0–32.5) |
| 25 | 1426 | 135 | 51 (37.8; 30.0–46.2) | 12 (23.5; 14.0–36.8) |
| Total | 7574 | 804 | 295 (36.7; 33.4–40.1) | 69 (23.4; 18.9–28.5) |
| Age, Years | HPV Tested, n | HPV-Positive, n (%; 95% CI) | Multiple hrHPV, n (% HPV-Positive; 95% CI) | Crude HPV-Positive OR (95% CI); p | Crude Multiple-Infection OR (95% CI); p |
|---|---|---|---|---|---|
| 18–22 | 404 | 156 (38.6; 34.0–43.4) | 38 (24.4; 18.3–31.7) | Reference | Reference |
| 23–25 | 400 | 139 (34.8; 30.2–39.5) | 31 (22.3; 16.2–29.9) | 0.85 (0.64–1.13); 0.256 | 0.89 (0.52–1.53); 0.677 |
| Age, Years | HPV Tested, n | hrHPV-Positive, n (%; 95% CI) | Multiple hrHPV, n (% HPV-Positive; 95% CI) | hrHPV OR (95% CI); p | Multiple-Infection OR (95% CI); p |
|---|---|---|---|---|---|
| 18–22 | 207 | 55 (26.6; 21.0–33.0) | 12 (21.8; 12.9–34.4) | Reference | Reference |
| 23–25 | 189 | 20 (10.6; 7.0–15.8) | 8 (40.0; 21.9–61.3) | 0.33 (0.19–0.57); <0.001 | 2.39 (0.80–7.18); 0.144 |
| Pattern | n | % Within Pattern Group | Pattern Group (Denominator) |
|---|---|---|---|
| HPV16 only | 71 | 31.4 | Single category (n = 226) |
| HPV18 only | 81 | 35.8 | Single category (n = 226) |
| Other hrHPV only | 74 | 32.7 | Single category (n = 226) |
| HPV16 + HPV18 | 17 | 24.6 | Multiple categories (n = 69) |
| HPV16 + other hrHPV | 30 | 43.5 | Multiple categories (n = 69) |
| HPV18 + other hrHPV | 14 | 20.3 | Multiple categories (n = 69) |
| HPV16 + HPV18 + other hrHPV | 8 | 11.6 | Multiple categories (n = 69) |
| All HPV-positive | 295 | 100.0 | All positive (n = 295) |
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Kudela, E.; Rokos, T.; Kozubik, E.; Pribulova, T.; Piovar, F.; Biringer, K. Multiple High-Risk HPV Infections and Opportunistic HPV Prevalence Among Women Aged 18–25 Years with NILM, ASC-US, or LSIL Cytology: A 2024 Cross-Sectional Study. Pathogens 2026, 15, 949. https://doi.org/10.3390/pathogens15090949
Kudela E, Rokos T, Kozubik E, Pribulova T, Piovar F, Biringer K. Multiple High-Risk HPV Infections and Opportunistic HPV Prevalence Among Women Aged 18–25 Years with NILM, ASC-US, or LSIL Cytology: A 2024 Cross-Sectional Study. Pathogens. 2026; 15(9):949. https://doi.org/10.3390/pathogens15090949
Chicago/Turabian StyleKudela, Erik, Tomas Rokos, Erik Kozubik, Terezia Pribulova, Filip Piovar, and Kamil Biringer. 2026. "Multiple High-Risk HPV Infections and Opportunistic HPV Prevalence Among Women Aged 18–25 Years with NILM, ASC-US, or LSIL Cytology: A 2024 Cross-Sectional Study" Pathogens 15, no. 9: 949. https://doi.org/10.3390/pathogens15090949
APA StyleKudela, E., Rokos, T., Kozubik, E., Pribulova, T., Piovar, F., & Biringer, K. (2026). Multiple High-Risk HPV Infections and Opportunistic HPV Prevalence Among Women Aged 18–25 Years with NILM, ASC-US, or LSIL Cytology: A 2024 Cross-Sectional Study. Pathogens, 15(9), 949. https://doi.org/10.3390/pathogens15090949

