Association of TLR-4 and TLR-9 Polymorphisms with HPV Infection and Cervical Dysplasia in Hispanic Women
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Patient Recruitment
2.2. DNA Extraction from Vaginal Lavage and HPV Genotyping
2.3. TLR-4 and TLR-9 Genotyping
2.4. Statistical Analysis
3. Results
3.1. The Demographic and Clinical Characteristics of the Study Population
3.2. Association of TLR4 and TLR9 Polymorphisms with Cervical Dysplasia
3.3. Association of TLR4 and TLR9 Polymorphisms with TLR Expression Levels
3.4. Risk of Cervical Dysplasia Associated with TLR4 Polymorphisms and HPV Infections
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| PR | Puerto Rico |
| HPV | Human Papilloma Virus |
| HR HPV | High-Risk Human Papilloma Virus |
| SNPs | Single-Nucleotide Polymorphisms |
| TLRs | Toll-Like Receptors |
| RFLP | Restriction Fragment Length Polymorphism |
| ASPCR | Allele-Specific PCR |
| NILM | Negative for Intraepithelial Lesion or Malignancy |
| ASCUS | Atypical Squamous Cells of Undetermined Significance |
References
- World Heatlh Organization. Cervical Cancer. 2025. Available online: https://www.who.int/health-topics/cervical-cancer#tab=tab_1 (accessed on 3 May 2025).
- Zhang, Z.; Li, Y.; Huang, H.; Wei, T.; Huang, Y.; Qu, X.; Xu, Y.; Zhang, A.; Li, J.; Gong, Z.; et al. Disparities and trends of the incidence and mortality of female-specific cancers in the United States. PLoS ONE 2025, 20, e0334128. [Google Scholar] [CrossRef]
- Godoy-Vitorino, F.; Ortiz-Morales, G.; Romaguera, J.; Sanchez, M.M.; Martinez-Ferrer, M.; Chorna, N. Discriminating high-risk cervical Human Papilloma Virus infections with urinary biomarkers via non-targeted GC-MS-based metabolomics. PLoS ONE 2018, 13, e0209936. [Google Scholar] [CrossRef]
- Ortiz, A.P.; Soto-Salgado, M.; Calo, W.A.; Hull, P.; Fernández, M.E.; Colon-López, V.; Tortolero-Luna, G. Elimination of cervical cancer in U.S. Hispanic populations: Puerto Rico as a case study. Prev. Med. 2021, 144, 106336. [Google Scholar] [CrossRef]
- Vargas-Robles, D.; Romaguera, J.; Alvarado-Velez, I.; Tosado-Rodríguez, E.; Dominicci-Maura, A.; Sanchez, M.; Wiggin, K.J.; Martinez-Ferrer, M.; Gilbert, J.A.; Forney, L.J.; et al. The cervical microbiota of Hispanics living in Puerto Rico is nonoptimal regardless of HPV status. mSystems 2023, 8, e00357-23. [Google Scholar] [CrossRef]
- Olusola, P.; Banerjee, H.N.; Philley, J.V.; Dasgupta, S. Human Papilloma Virus-Associated Cervical Cancer and Health Disparities. Cells 2019, 8, 622. [Google Scholar] [CrossRef]
- Ortiz, A.P.; Ortiz-Ortiz, K.J.; Colon-Lopez, V.; Tortolero-Luna, G.; Torres-Cintron, C.R.; Wu, C.F.; Deshmukh, A.A. Incidence of Cervical Cancer in Puerto Rico, 2001–2017. JAMA Oncol. 2021, 7, 456–458. [Google Scholar] [CrossRef]
- Salehi, A.M.; Shahbazi, F.; Garavand, R.; Kamkari, S.; Jenabi, E. Global socioeconomic inequalities in breast, cervical, ovarian, and uterine cancers incidence, mortality, disability-adjusted life year’s rates: A relative concentration index analysis. BMC Women’s Health 2025, 25, 433. [Google Scholar] [CrossRef]
- Alshammari, A.H.; Ishii, H.; Hirotsu, T.; Hatakeyama, H.; Morishita, M.; di Luccio, E. Bridging the gap in cervical cancer screening for underserved communities: MCED and the promise of future technologies. Front. Oncol. 2024, 14, 1407008. [Google Scholar] [CrossRef]
- Godoy-Vitorino, F.; Romaguera, J.; Zhao, C.; Vargas-Robles, D.; Ortiz-Morales, G.; Vázquez-Sánchez, F.; Sanchez-Vázquez, M.; de la Garza-Casillas, M.; Martinez-Ferrer, M.; White, J.R.; et al. Cervicovaginal Fungi and Bacteria Associated with Cervical Intraepithelial Neoplasia and High-Risk Human Papillomavirus Infections in a Hispanic Population. Front. Microbiol. 2018, 9, 2533. [Google Scholar] [CrossRef]
- Mitra, A.; MacIntyre, D.A.; Marchesi, J.R.; Lee, Y.S.; Bennett, P.R.; Kyrgiou, M. The vaginal microbiota, human papillomavirus infection and cervical intraepithelial neoplasia: What do we know and where are we going next? Microbiome 2016, 4, 58. [Google Scholar] [CrossRef]
- Papamentzelopoulou, M.; Pitiriga, V.C. Unlocking the Interactions Between the Whole-Body Microbiome and HPV Infection: A Literature Review. Pathogens 2025, 14, 293. [Google Scholar] [CrossRef]
- Janssens, S.; Beyaert, R. Role of Toll-like receptors in pathogen recognition. Clin. Microbiol. Rev. 2003, 16, 637–646. [Google Scholar] [CrossRef]
- Misch, E.A.; Hawn, T.R. Toll-like receptor polymorphisms and susceptibility to human disease. Clin. Sci. 2008, 114, 347–360. [Google Scholar] [CrossRef]
- Li, J.; Rao, H.; Jin, C.; Liu, J. Involvement of the Toll-Like Receptor/Nitric Oxide Signaling Pathway in the Pathogenesis of Cervical Cancer Caused by High-Risk Human Papillomavirus Infection. BioMed Res. Int. 2017, 2017, 7830262. [Google Scholar] [CrossRef]
- Mukherjee, S.; Patra, R.; Behzadi, P.; Masotti, A.; Paolini, A.; Sarshar, M. Toll-like receptor-guided therapeutic intervention of human cancers: Molecular and immunological perspectives. Front. Immunol. 2023, 14, 1244345. [Google Scholar] [CrossRef] [PubMed]
- Chauhan, A.; Pandey, N.; Desai, A.; Raithatha, N.; Patel, P.; Choxi, Y.; Kapadia, R.; Khandelwal, R.; Jain, N. Association of TLR4 and TLR9 gene polymorphisms and haplotypes with cervicitis susceptibility. PLoS ONE 2019, 14, e0220330. [Google Scholar] [CrossRef]
- Tian, S.; Zhang, L.; Yang, T.; Wei, X.; Zhang, L.; Yu, Y.; Li, Y.; Cao, D.; Yang, X. The Associations between Toll-Like Receptor 9 Gene Polymorphisms and Cervical Cancer Susceptibility. Mediat. Inflamm. 2018, 2018, 9127146. [Google Scholar] [CrossRef]
- Moura, E.L.; Santos, I.F.D.; Freitas, P.P.; Silva, D.M.D.; Santos, A.; Lira Neto, A.B.; Silva, A.; Barbosa, N.R.; Nascimento, C.A.; Balliano, T.L.; et al. Polymorphisms in Toll-like receptors genes changes the host’s immune response and is associated with cervical cancer. Immunobiology 2022, 227, 152187. [Google Scholar] [CrossRef]
- Pangarkar, M.A. The Bethesda System for reporting cervical cytology. Cytojournal 2022, 19, 28. [Google Scholar] [CrossRef]
- Vargas-Robles, D.; Magris, M.; Morales, N.; de Koning, M.N.C.; Rodríguez, I.; Nieves, T.; Godoy-Vitorino, F.; Sánchez, G.I.; Alcaraz, L.D.; Forney, L.J.; et al. High Rate of Infection by Only Oncogenic Human Papillomavirus in Amerindians. mSphere 2018, 3, e00176-18. [Google Scholar] [CrossRef]
- Vargas-Robles, D.; Morales, N.; Rodríguez, I.; Nieves, T.; Godoy-Vitorino, F.; Alcaraz, L.D.; Pérez, M.-E.; Ravel, J.; Forney, L.J.; Domínguez-Bello, M.G. Changes in the vaginal microbiota across a gradient of urbanization. Sci. Rep. 2020, 10, 12487. [Google Scholar] [CrossRef]
- Faul, F.; Erdfelder, E.; Lang, A.-G.; Buchner, A. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods. Behav. Res. Methods 2007, 39, 175–191. [Google Scholar] [CrossRef]
- Zidi, S.; Verdi, H.; Yilmaz-Yalcin, Y.; Yazici, A.C.; Gazouani, E.; Mezlini, A.; Atac, F.B.; Yacoubi-Loueslati, B. Involvement of Toll-like receptors in cervical cancer susceptibility among Tunisian women. Bull. Cancer 2014, 101, E31–E35. [Google Scholar] [CrossRef] [PubMed]
- Pandey, N.O.; Chauhan, A.V.; Raithatha, N.S.; Patel, P.K.; Khandelwal, R.; Desai, A.N.; Choxi, Y.; Kapadia, R.S.; Jain, N.D. Association of TLR4 and TLR9 polymorphisms and haplotypes with cervical cancer susceptibility. Sci. Rep. 2019, 9, 9729. [Google Scholar] [CrossRef]
- Wang, Y.; Xia, Y.; Chen, Y.; Xu, L.; Sun, X.; Li, J.; Huang, G.; Li, X.; Xie, Z.; Zhou, Z. Association analysis between the TLR9 gene polymorphism rs352140 and type 1 diabetes. Front. Endocrinol. 2023, 14, 1030736. [Google Scholar] [CrossRef]
- Chen, X.; Wang, S.; Liu, L.; Chen, Z.; Qiang, F.; Kan, Y.; Shen, Y.; Wu, J.; Shen, H.; Hu, Z. A genetic variant in the promoter region of Toll-like receptor 9 and cervical cancer susceptibility. DNA Cell Biol. 2012, 31, 766–771. [Google Scholar] [CrossRef]
- Roszak, A.; Lianeri, M.; Sowinska, A.; Jagodzinski, P.P. Involvement of Toll-like Receptor 9 polymorphism in cervical cancer development. Mol. Biol. Rep. 2012, 39, 8425–8430. [Google Scholar] [CrossRef] [PubMed]
- Zhang, C.; Yang, Z.; Luo, P.; Li, T.; Wang, S.; Sun, F.; Gong, P.; Mei, B. Association of TLR4 and TLR9 gene polymorphisms with cervical HR-HPV infection status in Chinese Han population. BMC Infect. Dis. 2023, 23, 152. [Google Scholar] [CrossRef] [PubMed]
- Nieves-Colon, M.A.; Ulrich, E.C.; Chen, L.; Torres Colon, G.A.; Clemente, M.R.; Copi, C.; Benn Torres, J. Genetic ancestry in Puerto Rican afro-descendants illustrates diverse histories of African diasporic populations. Am. J. Biol. Anthropol. 2024, 185, e25029. [Google Scholar] [CrossRef]
| Selected Characteristics | Cervical Phenotype | p-Value 1 | |||
|---|---|---|---|---|---|
| NILM n = 106 | ASCUS n = 8 | Mild Dysplasia n = 35 | Severe Dysplasia n = 41 | ||
| HPV Status, n (%) | |||||
| Negative | 50 (45.87) | 3 (37.50) | 8 (22.86) | 14 (34.15) | 0.138 |
| Positive | 56 (51.38) | 5 (62.50) | 27 (77.14) | 27 (65.85) | |
| Unknown | 3 (2.75) | 0 (0.00) | 0 (0.00) | 0 (0.00) | |
| Type of Risk a, n (%) | <0.001 | ||||
| None | 50 (45.87) | 3 (37.50) | 8 (22.86) | 14 (34.15) | |
| Low-risk HPV | 5 (4.59) | 5 (62.50) | 2 (5.71) | 0 (0.00) | |
| High-risk HPV | 32 (29.36) | 0 (0.00) | 17 (48.57) | 24 (58.54) | |
| Both low and high | 19 (17.43) | 0 (0.00) | 8 (22.86) | 3 (7.32) | |
| TLR4: rs4986790 (NcoI) b, n (%) | 0.221 | ||||
| AA | 89 (81.65) | 7 (87.50) | 33 (94.29) | 37 (90.24) | |
| AG | 18 (16.51) | 0 (0.00) | 2 (5.71) | 3 (7.32) | |
| TLR4: rs1927911 (StyI) b, n (%) | 0.107 | ||||
| CC | 13 (11.93) | 2 (25.00) | 8 (22.86) | 3 (7.32) | |
| CT | 42 (38.53) | 1 (12.50) | 13 (37.14) | 23 (56.10) | |
| TT | 52 (47.71) | 4 (50.00) | 14 (40.00) | 14 (34.15) | |
| TLR9: rs187084 (AflII) b, n (%) | 0.134 | ||||
| CC | 15 (13.76) | 0 (0.00) | 6 (17.14) | 12 (29.27) | |
| CT | 52 (47.71) | 2 (25.00) | 12 (34.29) | 14 (34.15) | |
| TT | 40 (36.70) | 5 (62.50) | 17 (48.57) | 14 (34.15) | |
| TLR9: rs5743836 (BstNI) b, n (%) | 0.321 | ||||
| TT | 43 (39.45) | 1 (12.50) | 11 (31.43) | 14 (34.15) | |
| TC | 56 (51.38) | 6 (75.00) | 23 (65.71) | 20 (48.78) | |
| CC | 8 (7.34) | 0 (0.00) | 1 (2.86) | 6 (14.63) | |
| TLR-4, n (%) | 0.418 | ||||
| Low | 35 (32.71) | 5 (71.43) | 16 (45.71) | 13 (32.50) | |
| High | 62 (57.94) | 2 (28.57) | 17 (48.57) | 25 (62.50) | |
| Very high | 10 (9.35) | 0 (0.00) | 2 (5.71) | 2 (5.00) | |
| TLR-9, n (%) | 0.533 | ||||
| Very low | 17 (15.89) | 0 (0.00) | 4 (11.43) | 5 (12.50) | |
| Low | 27 (25.23) | 4 (57.14) | 7 (20.00) | 14 (35.00) | |
| High | 37 (34.58) | 3 (42.86) | 17 (48.57) | 14 (35.00) | |
| Very high | 26 (24.30) | 0 (0.00) | 7 (20.00) | 7 (17.50) | |
| Selected Characteristics | TLR-4 | p-Value 1 | ||
|---|---|---|---|---|
| Low n = 69 | High n = 106 | Very High n = 14 | ||
| HPV Status, n (%) | 0.543 | |||
| Negative | 31 (44.93) | 35 (33.02) | 6 (42.86) | |
| Positive | 37 (53.62) | 69 (65.09) | 8 (57.14) | |
| Unknown | 1 (1.45) | 2 (1.89) | 0 (0.00) | |
| Type of Risk, n (%) | 0.573 | |||
| None | 31 (44.93) | 35 (33.02) | 6 (42.86) | |
| Low | 6 (8.70) | 6 (5.66) | 0 (0.00) | |
| High | 20 (28.99) | 46 (43.40) | 7 (50.00) | |
| Both Low and High | 11 (15.94) | 17 (16.04) | 1 (7.14) | |
| Missing | 1 (1.45) | 2 (1.89) | 0 (0.00) | |
| TLR4: rs10759931 (KpnI) a, n (%) | <0.001 | |||
| AA | 0 (0.00) | 28 (26.42) | 3 (21.43) | |
| AG | 38 (55.07) | 46 (43.40) | 1 (7.14) | |
| GG | 31 (44.93) | 32 (30.19) | 10 (71.43) | |
| TLR4:rs11536889 (EarI) a, n (%) | 0.109 | |||
| CC | 1 (1.45) | 4 (3.77) | 0 (0.00) | |
| CG | 14 (20.29) | 37 (34.91) | 2 (14.29) | |
| GG | 54 (78.26) | 65 (61.32) | 12 (85.71) | |
| TLR4: rs4986790 (NcoI) a, n (%) | <0.001 | |||
| AA | 69 (100.00) | 96 (90.57) | 1 (7.14) | |
| AG | 0 (0.00) | 10 (9.43) | 13 (92.86) | |
| TLR4: rs1927911 (StyI) a, n (%) | <0.001 | |||
| CC | 24 (34.78) | 2 (1.89) | 0 (0.00) | |
| CT | 0 (0.00) | 67 (63.21) | 12 (85.71) | |
| TT | 45 (65.22) | 37 (34.91) | 2 (14.29) | |
| Selected Characteristics | TLR-9 | p-Value 1 | |||
|---|---|---|---|---|---|
| Very Low n = 26 | Low n = 52 | High n = 71 | Very High n = 40 | ||
| HPV Status, n (%) | 0.130 | ||||
| Negative | 13 (50.00) | 24 (46.15) | 23 (32.39) | 12 (30.00) | |
| Positive | 12 (46.15) | 27 (51.92) | 47 (66.20) | 28 (70.00) | |
| Unknown | 1 (3.85) | 1 (1.92) | 1 (1.41) | 0 (0.00) | |
| Type of Risk, n (%) | 0.396 | ||||
| None | 13 (50.00) | 24 (46.15) | 23 (32.39) | 12 (30.00) | |
| Low | 0 (0.00) | 3 (5.77) | 7 (9.86) | 2 (5.00) | |
| High | 9 (34.62) | 15 (28.85) | 31 (43.66) | 18 (45.00) | |
| Both Low and High | 3 (11.54) | 9 (17.31) | 9 (12.68) | 8 (20.00) | |
| Missing | 1 (3.85) | 1 (1.92) | 1 (1.41) | 0 (0.00) | |
| TLR9: rs187084 (AflII) a, n (%) | <0.001 | ||||
| CC | 3 (11.54) | 14 (26.92) | 16 (22.54) | 0 (0.00) | |
| CT | 0 (0.00) | 4 (7.69) | 36 (50.70) | 40 (100.00) | |
| TT | 23 (88.46) | 34 (65.38) | 19 (26.76) | 0 (0.00) | |
| TLR9: rs5743836 (BstNI) a, n (%) | <0.001 | ||||
| TT | 24 (92.31) | 21 (40.38) | 24 (33.80) | 0 (0.00) | |
| TC | 0 (0.00) | 23 (44.23) | 42 (59.15) | 40 (100.00) | |
| CC | 2 (7.69) | 8 (15.38) | 5 (7.04) | 0 (0.00) | |
| TLR9: rs352140 (BstUI), n (%) | <0.001 | ||||
| GG | 0 (0.00) | 15 (28.85) | 14 (19.72) | 11 (27.50) | |
| GA | 0 (0.00) | 11 (21.15) | 50 (70.42) | 29 (72.50) | |
| AA | 26 (100.00) | 26 (50.00) | 7 (9.86) | 0 (0.00) | |
| Dysplasia | Unadjusted | Adjusted | |
|---|---|---|---|
| Model 1 2 | Model 2 3 | ||
| OR (95% CI) | OR (95% CI) | OR (95% CI) | |
| TLR4: rs4986790 (NcoI) | |||
| AA | 3.11 (1.10–8.78) * | 3.06 (1.08–8.72) * | 2.66 (0.91–7.77) |
| AG | Reference | Reference | Reference |
| HPV Risk | |||
| High | 1.75 (0.98–3.14) | 1.74 (0.96–3.13) | 0.68 (0.20–2.31) |
| None/Low | Reference | Reference | Reference |
| Positive HPV | Unadjusted | Adjusted | |
|---|---|---|---|
| Model 1 2 | Model 2 3 | ||
| OR (95% CI) | OR (95% CI) | OR (95% CI) | |
| TLR4:rs11536889 (EarI) | |||
| CC | 3.17 (0.34–29.12) | 3.28 (0.36–30.29) | 3.48 (0.38–32.29) |
| CG | 2.15 (1.06–4.35) * | 2.18 (1.07–4.43) * | 2.15 (1.05–4.38) * |
| GG | Reference | Reference | Reference |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Mendez, K.; Rosario-Santos, A.; Martínez-Ferrer, M.; Pérez-Rios, N.; Rivera-Torres, A.O.; Romaguera, J.; Godoy-Vitorino, F. Association of TLR-4 and TLR-9 Polymorphisms with HPV Infection and Cervical Dysplasia in Hispanic Women. Cancers 2025, 17, 3795. https://doi.org/10.3390/cancers17233795
Mendez K, Rosario-Santos A, Martínez-Ferrer M, Pérez-Rios N, Rivera-Torres AO, Romaguera J, Godoy-Vitorino F. Association of TLR-4 and TLR-9 Polymorphisms with HPV Infection and Cervical Dysplasia in Hispanic Women. Cancers. 2025; 17(23):3795. https://doi.org/10.3390/cancers17233795
Chicago/Turabian StyleMendez, Keimari, Ana Rosario-Santos, Magaly Martínez-Ferrer, Naydi Pérez-Rios, Alejandro O. Rivera-Torres, Josefina Romaguera, and Filipa Godoy-Vitorino. 2025. "Association of TLR-4 and TLR-9 Polymorphisms with HPV Infection and Cervical Dysplasia in Hispanic Women" Cancers 17, no. 23: 3795. https://doi.org/10.3390/cancers17233795
APA StyleMendez, K., Rosario-Santos, A., Martínez-Ferrer, M., Pérez-Rios, N., Rivera-Torres, A. O., Romaguera, J., & Godoy-Vitorino, F. (2025). Association of TLR-4 and TLR-9 Polymorphisms with HPV Infection and Cervical Dysplasia in Hispanic Women. Cancers, 17(23), 3795. https://doi.org/10.3390/cancers17233795

