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Jung DR, Choi Y, Jeong M, Singh V, Jeon SY, Seo I, Park NJY, Lee YH, Park JY, Han HS, Shin JH, Chong GO. Metagenomic insight into the vaginal microbiome in women infected with HPV 16 and 18. NPJ Biofilms Microbiomes 2025; 11:105. [PMID: 40506497 PMCID: PMC12162855 DOI: 10.1038/s41522-025-00747-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 06/02/2025] [Indexed: 06/16/2025] Open
Abstract
Human papillomavirus (HPV) 16 and 18 (HPV 16/18) account for over 70% of cervical cancer (CC) cases, yet their interaction with the vaginal microbiome (VM) remains unclear. This study explored the association between high-risk HPV types (HR-HPVs), VM composition and bacterial function using shotgun metagenomic sequencing. In early-stage cervical lesions, the HPV 16/18 group showed reduced Lactobacillus-dominant community state types compared to other HR-HPVs, while invasive CC exhibited increased pathogenic bacteria, including Streptococcus agalactiae, Fannyhessea vaginae, and Sneathia vaginalis. The VM associated with HPV 16/18 was enriched in immune response and inflammation pathways, whereas other HR-HPVs were linked to cellular metabolism and hormonal signaling. Notably, HPV 16/18 exhibited stronger bacterial-fungal correlations, indicating shifts in the microbial community. Furthermore, 137 metagenome-assembled genomes provided insights into unique microbial genomic signatures. Our study links VM differences with HPV 16/18 oncogenic potential across cervical lesion stages, urging further research for better diagnostics and treatments.
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Affiliation(s)
- Da-Ryung Jung
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea
| | - Yeseul Choi
- Department of Biomedical Science, Graduate School, Kyungpook National University, Daegu, Republic of Korea
- BK21 Four Program, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Minsoo Jeong
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea
| | - Vineet Singh
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea
| | - Se Young Jeon
- Department of Obstetrics and Gynecology, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea
- Clinical Omics Institute, Kyungpook National University, Daegu, Republic of Korea
| | - Incheol Seo
- Clinical Omics Institute, Kyungpook National University, Daegu, Republic of Korea
- Department of Immunology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Nora Jee-Young Park
- Clinical Omics Institute, Kyungpook National University, Daegu, Republic of Korea
- Department of Pathology, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea
| | - Yoon Hee Lee
- Department of Obstetrics and Gynecology, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea
| | - Ji Young Park
- Department of Pathology, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea
| | - Hyung Soo Han
- Department of Biomedical Science, Graduate School, Kyungpook National University, Daegu, Republic of Korea
- BK21 Four Program, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
- Clinical Omics Institute, Kyungpook National University, Daegu, Republic of Korea
- Department of Physiology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jae-Ho Shin
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea.
- NGS Core Facility, Kyungpook National University, Daegu, Republic of Korea.
| | - Gun Oh Chong
- Department of Obstetrics and Gynecology, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea.
- Clinical Omics Institute, Kyungpook National University, Daegu, Republic of Korea.
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Zhang W, Ge Y, Yao L, Yan Q, Wei J, Yin Y, Liu B. Changes of Microbiome in Human Papillomavirus Infection and Cervical Cancer: A Systematic Review and Meta-Analysis. Cancer Rep (Hoboken) 2025; 8:e70246. [PMID: 40452584 PMCID: PMC12127774 DOI: 10.1002/cnr2.70246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 05/05/2025] [Accepted: 05/19/2025] [Indexed: 06/18/2025] Open
Abstract
BACKGROUND AND OBJECTIVES We aimed to conduct a systematic review and meta-analysis of high-throughput sequencing studies to assess changes in microbiome alpha, beta diversity, and composition differences in patients with human papillomavirus (HPV) infection and cervical cancer. METHODS The PubMed, Embase, Web of Science, and Cochrane Library databases were systematically searched to include original studies. The effect size estimates with a 95% confidence interval were combined using a random effects model. The meta-analysis was performed using the Stata MP16 software. RESULTS A total of 64 studies were included, with a meta-analysis of the diversity index performed on a subset of seven studies. Microbial diversity of patients infected with HPV was observed to be significantly different from that of healthy controls (CHAO index: 95% CI 0.42, 5.03, I2 = 99.18%, p < 0.05). Subgroup analysis based on the sample collection region showed a significant difference between vaginal microbiota of the treatment group and control group, as measured by the Shannon index (95% CI 0.12, 0.97, I2 = 67.09%, p < 0.05). Further, subgroup analysis of samples sequenced with the primer pair for the V3-V4 region showed a statistically significant difference in alpha diversity (Shannon index: 95% CI 0.28, 0.72, I2 = 0.00%, p < 0.05) between treatment and control groups. The microbial diversity varied between patients with inferior cervical lesions (low-grade squamous intraepithelial lesion) and healthy controls (Shannon index: 95% CI 0.02, 0.58, I2 = 0.00%, p < 0.05). The bacterial marker genera differed at each cervical lesion stage. Gardnerella was prevalent during the HPV infection stage, but its proportion decreased after the occurrence of cervical lesions. In contrast, the proportions of Prevotella, Porphyromonas, and Dialister increased during the cervical cancer stages. CONCLUSIONS Patients with simple HPV infections frequently exhibit unstable microbial diversity and are influenced by various factors. The microbial environment continues to change after the occurrence of cervical lesions and is correlated with the severity of cervical lesions.
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Affiliation(s)
- Wei Zhang
- The First School of Clinical MedicineLanzhou UniversityLanzhouChina
- The School of StomatologyLanzhou UniversityLanzhouChina
- Healthy Examination & Management Center of Lanzhou University Second HospitalLanzhouChina
| | - Yan Ge
- The First School of Clinical MedicineLanzhou UniversityLanzhouChina
- Department of GynecologyLanzhou University First HospitalLanzhouChina
| | - Lihe Yao
- The First School of Clinical MedicineLanzhou UniversityLanzhouChina
| | - Qingchun Yan
- The First School of Clinical MedicineLanzhou UniversityLanzhouChina
| | - Jiuju Wei
- The First School of Clinical MedicineLanzhou UniversityLanzhouChina
| | - Yanfei Yin
- Healthy Examination & Management Center of Lanzhou University Second HospitalLanzhouChina
| | - Bin Liu
- The First School of Clinical MedicineLanzhou UniversityLanzhouChina
- The School of StomatologyLanzhou UniversityLanzhouChina
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Sasivimolrattana T, Liewchalermwong S, Chantratita W, Sensorn I, Chaiwongkot A, Bhattarakosol P. Virome capture sequencing for comprehensive HPV genotyping in cervical samples. Sci Prog 2025; 108:368504251334515. [PMID: 40232222 PMCID: PMC12035491 DOI: 10.1177/00368504251334515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2025]
Abstract
ObjectiveThis study aims to explore HPV genotyping in the cervical specimen using VirCapSeq by comparing the results with the reverse blot hybridization assay (REBA).MethodsA secondary cross-sectional data of HPV genotypes in 35 cervical specimens was obtained from VirCapSeq and REBA methods. The .FASTQ files were downloaded from the NCBI Sequence Read Archive (SRA) (accession number PRJNA766412) and HPV genotyping was bioinformatically analyzed by mapping the sequences to the PaVE database. HPV genotypes detected by REBA and NGS were compared. All specimens were stratified by histology into cervical intraepithelial neoplasia grades 1 (CIN1) and 2/3 (CIN2/3).ResultsNGS via VirCapSeq detected HPV DNA in 100% of the samples, whereas the REBA (hybridization-based) assay diagnosed HPV DNA in 85.71%. While the limitation of the conventional methods for HPV genotyping is the use of primers or probes, NGS detected a broader range. The results showed that mixed infections were detected in all samples by NGS, with HPV16 and HPV52 being the most abundant genotypes.ConclusionsHPV genome abundance, coverage, and diversity were associated with detection discrepancies between the methods, highlighting the enhanced sensitivity and diagnostic capabilities of NGS. These findings underscore the potential of NGS technologies for comprehensive HPV genotyping, advancing cervical cancer screening, and epidemiological studies. Future research should address cost barriers and expand cohort sizes to validate these findings.
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Affiliation(s)
- Thanayod Sasivimolrattana
- Department of Microbiology, Faculty of Public Health, Mahidol University, Bangkok, Thailand
- Center of Excellence in Applied Medical Virology, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Sasiprapa Liewchalermwong
- Center of Excellence in Applied Medical Virology, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Wasun Chantratita
- Center for Medical Genomics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Insee Sensorn
- Center for Medical Genomics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Arkom Chaiwongkot
- Center of Excellence in Applied Medical Virology, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Division of Virology, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Parvapan Bhattarakosol
- Center of Excellence in Applied Medical Virology, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Division of Virology, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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Honorato L, Paião HGO, da Costa AC, Tozetto-Mendoza TR, Mendes-Correa MC, Witkin SS. Viruses in the female lower reproductive tract: a systematic descriptive review of metagenomic investigations. NPJ Biofilms Microbiomes 2024; 10:137. [PMID: 39587088 PMCID: PMC11589587 DOI: 10.1038/s41522-024-00613-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 11/18/2024] [Indexed: 11/27/2024] Open
Abstract
The lower female reproductive tract (FRT) hosts a complex microbial environment, including eukaryotic and prokaryotic viruses (the virome), whose roles in health and disease are not fully understood. This review consolidates findings on FRT virome composition, revealing the presence of various viral families and noting significant gaps in knowledge. Understanding interactions between the virome, microbiome, and immune system will provide novel insights for preventing and managing lower genital tract disorders.
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Affiliation(s)
- Layla Honorato
- Laboratory of Virology (LIM-52), Department of Infectious Diseases and Tropical Medicine, Instituto de Medicina Tropical de São Paulo, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil.
| | - Heuder Gustavo Oliveira Paião
- Laboratory of Virology (LIM-52), Department of Infectious Diseases and Tropical Medicine, Instituto de Medicina Tropical de São Paulo, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Antonio Charlys da Costa
- Laboratory of Virology (LIM-52), Department of Infectious Diseases and Tropical Medicine, Instituto de Medicina Tropical de São Paulo, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Tânia Regina Tozetto-Mendoza
- Laboratory of Virology (LIM-52), Department of Infectious Diseases and Tropical Medicine, Instituto de Medicina Tropical de São Paulo, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Maria Cássia Mendes-Correa
- Laboratory of Virology (LIM-52), Department of Infectious Diseases and Tropical Medicine, Instituto de Medicina Tropical de São Paulo, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Steven S Witkin
- Laboratory of Virology (LIM-52), Department of Infectious Diseases and Tropical Medicine, Instituto de Medicina Tropical de São Paulo, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
- Department of Obstetrics and Gynecology, Weill Cornell Medicine, New York, NY, USA
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Głowienka-Stodolak M, Bagińska-Drabiuk K, Szubert S, Hennig EE, Horala A, Dąbrowska M, Micek M, Ciebiera M, Zeber-Lubecka N. Human Papillomavirus Infections and the Role Played by Cervical and Cervico-Vaginal Microbiota-Evidence from Next-Generation Sequencing Studies. Cancers (Basel) 2024; 16:399. [PMID: 38254888 PMCID: PMC10814012 DOI: 10.3390/cancers16020399] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/10/2024] [Accepted: 01/13/2024] [Indexed: 01/24/2024] Open
Abstract
This comprehensive review encompasses studies examining changes in the cervical and cervico-vaginal microbiota (CM and CVM) in relation to human papillomavirus (HPV) using next-generation sequencing (NGS) technology. HPV infection remains a prominent global health concern, with a spectrum of manifestations, from benign lesions to life-threatening cervical cancers. The CM and CVM, a unique collection of microorganisms inhabiting the cervix/vagina, has emerged as a critical player in cervical health. Recent research has indicated that disruptions in the CM and CVM, characterized by a decrease in Lactobacillus and the overgrowth of other bacteria, might increase the risk of HPV persistence and the progression of cervical abnormalities. This alteration in the CM or CVM has been linked to a higher likelihood of HPV infection and cervical dysplasia. NGS technology has revolutionized the study of the cervical microbiome, providing insights into microbial diversity, dynamics, and taxonomic classifications. Bacterial 16S rRNA gene sequencing, has proven invaluable in characterizing the cervical microbiome, shedding light on its role in HPV infections and paving the way for more tailored strategies to combat cervical diseases. NGS-based studies offer personalized insights into an individual's cervical microbiome. This knowledge holds promise for the development of novel diagnostic tools, targeted therapies, and preventive interventions for cervix-related conditions, including cervical cancer.
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Affiliation(s)
- Maria Głowienka-Stodolak
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781Warsaw, Poland; (M.G.-S.); (K.B.-D.); (E.E.H.); (M.D.)
| | - Katarzyna Bagińska-Drabiuk
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781Warsaw, Poland; (M.G.-S.); (K.B.-D.); (E.E.H.); (M.D.)
| | - Sebastian Szubert
- Division of Gynaecological Oncology, Department of Gynaecology, Poznan University of Medical Sciences, 61-701 Poznan, Poland; (S.S.); (A.H.)
| | - Ewa E. Hennig
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781Warsaw, Poland; (M.G.-S.); (K.B.-D.); (E.E.H.); (M.D.)
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
| | - Agnieszka Horala
- Division of Gynaecological Oncology, Department of Gynaecology, Poznan University of Medical Sciences, 61-701 Poznan, Poland; (S.S.); (A.H.)
| | - Michalina Dąbrowska
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781Warsaw, Poland; (M.G.-S.); (K.B.-D.); (E.E.H.); (M.D.)
| | - Martyna Micek
- Second Department of Obstetrics and Gynecology, Centre of Postgraduate Medical Education, 00-189 Warsaw, Poland; (M.M.); (M.C.)
- Warsaw Institute of Women’s Health, 00-189 Warsaw, Poland
| | - Michał Ciebiera
- Second Department of Obstetrics and Gynecology, Centre of Postgraduate Medical Education, 00-189 Warsaw, Poland; (M.M.); (M.C.)
- Warsaw Institute of Women’s Health, 00-189 Warsaw, Poland
| | - Natalia Zeber-Lubecka
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781Warsaw, Poland; (M.G.-S.); (K.B.-D.); (E.E.H.); (M.D.)
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
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Ye J, Zheng L, He Y, Qi X. Human papillomavirus associated cervical lesion: pathogenesis and therapeutic interventions. MedComm (Beijing) 2023; 4:e368. [PMID: 37719443 PMCID: PMC10501338 DOI: 10.1002/mco2.368] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 08/20/2023] [Accepted: 08/22/2023] [Indexed: 09/19/2023] Open
Abstract
Human papillomavirus (HPV) is the most prevalent sexually transmitted virus globally. Persistent high-risk HPV infection can result in cervical precancerous lesions and cervical cancer, with 70% of cervical cancer cases associated with high-risk types HPV16 and 18. HPV infection imposes a significant financial and psychological burden. Therefore, studying methods to eradicate HPV infection and halt the progression of precancerous lesions remains crucial. This review comprehensively explores the mechanisms underlying HPV-related cervical lesions, including the viral life cycle, immune factors, epithelial cell malignant transformation, and host and environmental contributing factors. Additionally, we provide a comprehensive overview of treatment methods for HPV-related cervical precancerous lesions and cervical cancer. Our focus is on immunotherapy, encompassing HPV therapeutic vaccines, immune checkpoint inhibitors, and advanced adoptive T cell therapy. Furthermore, we summarize the commonly employed drugs and other nonsurgical treatments currently utilized in clinical practice for managing HPV infection and associated cervical lesions. Gene editing technology is currently undergoing clinical research and, although not yet employed officially in clinical treatment of cervical lesions, numerous preclinical studies have substantiated its efficacy. Therefore, it holds promise as a precise treatment strategy for HPV-related cervical lesions.
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Affiliation(s)
- Jiatian Ye
- Department of Gynecology and ObstetricsKey Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second Hospital, Sichuan UniversityChengduChina
| | - Lan Zheng
- Department of Pathology and Lab MedicineUniversity of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Yuedong He
- Department of Gynecology and ObstetricsKey Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second Hospital, Sichuan UniversityChengduChina
| | - Xiaorong Qi
- Department of Gynecology and ObstetricsKey Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second Hospital, Sichuan UniversityChengduChina
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Sarría-Santamera A, Laganà AS, Terzic M. Women's Health and Gynecology: Old Challenges and New Insights. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16589. [PMID: 36554470 PMCID: PMC9779633 DOI: 10.3390/ijerph192416589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 06/17/2023]
Abstract
The complexity of women's health goes far beyond medical and surgical knowledge and the achievements of the clinical specialty of Obstetrics and Gynecology, spanning not just the research dimensions of molecular biology, genetics, epidemiology, or health services but also being influenced by gender, social, and psychological relevant factors [...].
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Affiliation(s)
| | - Antonio Simone Laganà
- Unit of Gynecologic Oncology, ARNAS "Civico-Di Cristina-Benfratelli", Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90127 Palermo, Italy
| | - Milan Terzic
- Department of Medicine, Nazarbayev University School of Medicine, Astana 010000, Kazakhstan
- Clinical Academic Department of Women's Health, Corporate Fund "University Medical Centre", Astana 010000, Kazakhstan
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
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