ISSN 0300-9092 (Print)
ISSN 2412-5679 (Online)

Vaginal microbiota profile in human papillomavirus-associated cervical disease and its diagnostic value for cervical intraepithelial neoplasia II+

Kepsha M.A., Mezhevitinova E.A., Timofeeva A.V., Fedorov I.S., Donnikov A.E.

Academician V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Ministry of Health of the Russian Federation, Moscow, Russia

Objective. To characterize the vaginal microbiota in patients with different clinical and morphological forms of human papillomavirus (HPV)-associated cervical disease and assess its relationship with the presence of high-grade cervical intraepithelial lesions and cervical cancer (CIN II+).
Materials and methods. This analytical study included 190 women who were examined at the V. I. Kulakov National Medical Research Center for Obstetrics, Gynecology, and Perinatology, Ministry of Health of the Russian Federation. The following groups were defined: NILM/HPV+ (n=50), LSIL (n=52), HSIL (n=52), and cervical cancer (n=36). Quantitative and qualitative assessments of the vaginal microbiota were performed using real-time PCR (Femoflor-16 assay). HPV genotyping and viral load quantification were performed.
Results. Increasing severity of HPV-associated cervical disease was accompanied by a marked reduction in the relative abundance of Lactobacillus spp. and an increase in the proportion of anaerobic microbial communities. The most pronounced dysbiotic changes were observed in patients with cervical cancer (p<0.001). Stratification into CIN I- (NILM/HPV+, LSIL) and CIN II+ (HSIL, cervical cancer) groups revealed statistically significant differences in HPV genotype distribution and the qualitative and quantitative composition of the microbial consortia. Six logistic regression models were developed for the first time, each incorporating three or four independent variables and demonstrating high sensitivity (80–86%) and specificity (75–80%) in identifying CIN II+. These models included various combinations of quantitative characteristics of HPV types 16 and 33 and selected opportunistic pathogens. All models incorporated a novel index proposed by the authors: the ratio of the total quantities of "possibly carcinogenic" HPV types to "carcinogenic" HPV types, which increased model sensitivity by 4–18%.
Conclusion. Distinct vaginal microbiota profiles are associated with severe HPV-related cervical disease. A comprehensive assessment of the vaginal microbiome in conjunction with HPV status may serve as an additional tool for differentiating clinically significant cervical lesions.

Authors' contributions. Kepsha M.A. – data collection, literature search and analysis, drafting of the manuscript; Mezhevitinova E.A. – data collection, editing of the manuscript, approval of the final version of the manuscript; Timofeeva A.V. – drafting of the manuscript, approval of the final version of the manuscript; Fedorov I.S. – statistical analysis; Donnikov A.E. – obtaining experimental data.
Conflicts of interest. The authors have no conflicts of interest to declare.
Funding. There was no funding for this study.
Ethical Approval. The study was reviewed and approved by the Research Ethics Committee of the V.I. Kulakov NMRC for OG&P, Ministry of Health of Russia.
Patient Consent for Publication. All patients provided informed consent for the publication of their data.
Authors' Data Sharing Statement. The data supporting the findings of this study are available upon request from the corresponding author after approval from the principal investigator.
For citation: Kepsha M.A., Mezhevitinova E.A., Timofeeva A.V., Fedorov I.S., Donnikov A.E. Vaginal microbiota profile in human papillomavirus-associated cervical disease and its diagnostic value for cervical intraepithelial neoplasia II+.
Akusherstvo i Ginekologiya/Obstetrics and Gynecology. 2026; (5): 108-120 (in Russian)
https://dx.doi.org/10.18565/aig.2026.71

Keywords

human papillomavirus (HPV)
vaginal microbiota
cervical intraepithelial neoplasia
CIN I-
CIN II+

References

  1. International Agency for Research on Cancer. Absolute numbers of cervical cancer incidence and mortality in 2022. Available at: https://www.iarc.who.int/cancer-type/cervical-cancer/
  2. Jouya S., Shahabinia Z., Mazidimoradi A., Allahqoli L., Salehiniya H., Lee D.Y. Cervical cancer epidemiology: global incidence, mortality, survival, risk factors, and equity in HPV screening and vaccination. J. Clin. Med. 2026; 15(3): 1079. https://dx.doi.org/10.3390/jcm15031079
  3. Wei F., Georges D., Man I., Baussano I., Clifford G.M. Causal attribution of human papillomavirus genotypes to invasive cervical cancer worldwide: a systematic analysis of the global literature. Lancet. 2024; 404(10451): 435-44. https://dx.doi.org/10.1016/S0140-6736(24)01097-3
  4. Zhang X., Bai J., Yuan C., Long L., Zheng Z., Wang Q. et al. Bioinformatics analysis and identification of potential genes related to pathogenesis of cervical intraepithelial neoplasia. J. Cancer. 2020; 11(8): 2150-7. https://dx.doi.org/10.7150/jca.38211
  5. Dhar R., Kumar A., Karmakar S. OncoBiome: the emerging frontier in cancer-microbiome interactions. Asian J. Med. Sci. 2025; 16(7): 1-2. https://dx.doi.org/10.71152/ajms.v16i7.4629
  6. Zitvogel L., Derosa L., Routy B., Loibl S., Heinzerling L., de Vries I.J.M. et al. Impact of the ONCOBIOME network in cancer microbiome research. Nat. Med. 2025; 31(4): 1085-98. https://dx.doi.org/10.1038/s41591-025-03608-8
  7. 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(1): 58. https://dx.doi.org/10.1186/s40168-016-0203-0
  8. Brusselaers N., Shrestha S., van de Wijgert J., Verstraelen H. Vaginal dysbiosis and the risk of human papillomavirus and cervical cancer: systematic review and meta-analysis. Am. J. Obstet. Gynecol. 2019; 221(1): 9-18. https://dx.doi.org/10.1016/j.ajog.2018.12.011
  9. Castanheira C.P., Sallas M.L., Nunes R.A.L., Lorenzi N.P.C., Termini L. Microbiome and cervical cancer. Pathobiology. 2020; 88(2): 187-97. https://dx.doi.org/10.1159/000511477
  10. Zhou Z.W., Long H.Z., Cheng Y., Luo H.Y., Wen D.D., Gao L.C. From microbiome to inflammation: the key drivers of cervical cancer. Front. Microbiol. 2021; 12(FEB): 767931. https://dx.doi.org/10.3389/fmicb.2021.767931
  11. Mitra A., MacIntyre D.A., Ntritsos G., Smith A., Tsilidis K.K., Marchesi J.R. et al. The vaginal microbiota associates with the regression of untreated cervical intraepithelial neoplasia 2 lesions. Nat. Commun. 2020; 11(1): 1999. https://dx.doi.org/10.1038/s41467-020-15856-y
  12. International Agency for Research on Cancer. Agents classified by the IARC monographs. Volumes 1-140. Lyon: IARC; 2026. Available at: https://monographs.iarc.who.int/agents-classified-by-the-iarc/
  13. R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at: https://www.r-project.org (accessed on Mar 10, 2021).
  14. RStudio Team. RStudio: Integrated Development for R. RStudio, Inc., Boston, MA; 2016. Available at: http://www.rstudio.com (accessed on Mar 23, 2021).
  15. Hosmer D.W., Lemeshow S., Sturdivant R.X. Applied Logistic Regression. Third Edition. Wiley; 2013. https://dx.doi.org/10.1002/9781118548387
  16. Bursac Z., Gauss C.H., Williams D.K., Hosmer D.W. Purposeful selection of variables in logistic regression. Source Code Biol. Med. 2008; 3: 17. https://dx.doi.org/10.1186/1751-0473-3-17
  17. Green S.B. How many subjects does it take to do a regression analysis. Multivariate Behav. Res. 1991; 26(3): 499-510. https://dx.doi.org/10.1207/s15327906mbr2603_7
  18. Shen J., Sun H., Chu J., Gong X., Liu X. Cervicovaginal microbiota: a promising direction for prevention and treatment in cervical cancer. Infect. Agent. Cancer. 2024; 19(1): 13. https://dx.doi.org/10.1186/s13027-024-00573-8
  19. Lin W., Zhang Q., Chen Y., Dong B., Xue H., Lei H. et al. Changes of the vaginal microbiota in HPV infection and cervical intraepithelial neoplasia: a cross-sectional analysis. Sci. Rep. 2022; 12(1): 2812. https://dx.doi.org/10.1038/s41598-022-06731-5
  20. Norenhag J., Du J., Olovsson M., Verstraelen H., Engstrand L., Brusselaers N. The vaginal microbiota, human papillomavirus and cervical dysplasia: a systematic review and network meta-analysis. BJOG. 2020; 127(2): 171-80. https://dx.doi.org/10.1111/1471-0528.15854
  21. Liang Y., Chen M., Qin L., Wan B., Wang H. A meta-analysis of the relationship between vaginal microecology, human papillomavirus infection and cervical intraepithelial neoplasia. Infect. Agent Cancer. 2019; 14: 29. https://dx.doi.org/10.1186/s13027-019-0243-8
  22. Yang J., Long X., Li S., Zhou M., Hu L.N. The correlation between vaginal pathogens and high-risk human papilloma virus infection: a meta-analysis of case-control studies. Front. Oncol. 2024; 14: 1423118. https://dx.doi.org/10.3389/fonc.2024.1423118
  23. Gillet E., Meys J.F.A., Verstraelen H., Verhelst R., De Sutter P., Temmerman M. et al. Association between bacterial vaginosis and cervical intraepithelial neoplasia: systematic review and meta-analysis. PLoS One. 2012; 7(10): e45201. https://dx.doi.org/10.1371/journal.pone.0045201
  24. So K.A., Lee I.H., Lee K.H., Hong S.R., Kim Y.J., Seo H.H. et al. Human papillomavirus genotype-specific risk in cervical carcinogenesis. J. Gynecol. Oncol. 2019; 30(4): e52. https://dx.doi.org/10.3802/jgo.2019.30.e52
  25. Zhang J., Cheng K., Wang Z. Prevalence and distribution of human papillomavirus genotypes in cervical intraepithelial neoplasia in China: a meta-analysis. Arch. Gynecol. Obstet. 2020; 302(6): 1329-37. https://dx.doi.org/10.1007/s00404-020-05787-w
  26. Graham S. Keratinocyte differentiation-dependent human papillomavirus gene regulation. Viruses. 2017; 9(9): 245. https://dx.doi.org/10.3390/v9090245
  27. Bruno M.T., Scalia G., Cassaro N., Boemi S. Multiple HPV 16 infection with two strains: a possible marker of neoplastic progression. BMC Cancer. 2020; 20(1): 444. https://dx.doi.org/10.1186/s12885-020-06946-7
  28. Awadalla M., Al Rawi H.Z., Alahmadi R.M., Khojah O.T., Al-Shouli S.T., Almansour M.I. et al. Transcriptomic profile of the immune genes, oncogenes, and tumor suppressor genes in HPV associated Cervical Intraepithelial Neoplasia 3 (CIN 3) and Cervical Squamous Cell Carcinoma (CSCC): Comparable expressions indicative of invasive potential. Tumour Virus Res. 2025; 20: 200327. https://dx.doi.org/10.1016/j.tvr.2025.200327

Received 27.02.2026

Accepted 10.04.2026

About the Authors

Maria A. Kepsha, Junior Researcher at the Scientific and Outpatient Department, V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Ministry of Health of Russia, 4, Ac. Oparin str., Moscow, 117997, Russia, m_kepsha@oparina4.ru, https://orcid.org/0000-0002-4201-1360
Elena A. Mezhevitinova, Dr. Med. Sci., Leading Researcher at the Scientific and Outpatient Department, V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Ministry of Health of Russia, 4, Ac. Oparin str., Moscow, 117997, Russia, mejevitinova@mail.ru, https://orcid.org/0000-0003-2977-9065
Angelica V. Timofeeva, PhD (Bio), Head of the Laboratory of Applied Transcriptomics of the Department of Systems Biology in Reproduction, Institute of Translational Medicine, V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Ministry of Health of Russia, 4, Ac. Oparin str., Moscow, 117997, Russia, avtimofeeva28@gmail.com, https://orcid.org/0000-0003-2324-9653
Ivan S. Fedorov, Researcher at the Laboratory of Transcriptomic, Department of Systems Biology in Reproduction, Institute of Translational Medicine, V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Ministry of Health of Russia, 4, Ac. Oparin str., Moscow, 117997, Russia, is_fedorov@oparina4.ru, https://orcid.org/0000-0002-2104-5887
Andrey E. Donnikov, PhD, Head of the Laboratory of Molecular Genetic Methods, V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Ministry of Health of Russia, 4, Ac. Oparin str., Moscow, 117997, Russia, donnikov@dna-technology.ru, https://orcid.org/0000-0003-3504-2406

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