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Dull PM, Achilles SL, Ahmed R, Barnabas RV, Campos NG, Chirgwin K, Cohen JA, de Sanjosé S, Doorbar J, Einstein MH, Emerson CI, Gottlieb SL, Hildesheim A, Qiao Y, Ruff P, Sampson JN, Sasieni P, Schiffman M, Shin H, Stanley MA, Trimble CL, Wentzensen N, Riemer AB, Schiller JT, Kreimer AR. Meeting report: Considerations for trial design and endpoints in licensing therapeutic HPV16/18 vaccines to prevent cervical cancer. Vaccine 2024; 42:126100. [PMID: 39004526 DOI: 10.1016/j.vaccine.2024.07.001] [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] [Received: 05/10/2024] [Revised: 06/28/2024] [Accepted: 07/01/2024] [Indexed: 07/16/2024]
Abstract
Cervical cancer is a major cause of morbidity and mortality globally with a disproportionate impact on women in low- and middle-income countries. In 2021, the World Health Organization (WHO) called for increased vaccination, screening, and treatment to eliminate cervical cancer. However, even with widespread rollout of human papillomavirus (HPV) prophylactic vaccines, millions of women who previously acquired HPV infections will remain at risk for progression to cancer for decades to come. The development and licensing of an affordable, accessible therapeutic HPV vaccine, designed to clear or control carcinogenic HPV and/or to induce regression precancer could significantly contribute to the elimination efforts, particularly benefiting those who missed out on the prophylactic vaccine. One barrier to development of such vaccines is clarity around the regulatory pathway for licensure. In Washington, D.C. on September 12-13, 2023, a meeting was convened to provide input and guidance on trial design with associated ethical and regulatory considerations. This report summarizes the discussion and conclusions from the meeting. Expert presentation topics included the current state of research, potential regulatory challenges, WHO preferred product characteristics, modeling results of impact of vaccine implementation, epidemiology and natural history of HPV infection, immune responses related to viral clearance and/or precancer regression including potential biomarkers, and ethical considerations. Panel discussions were held to explore specific trial design recommendations to support the licensure process for two vaccine indications: (1) treatment of prevalent HPV infection or (2) treatment of cervical precancers. Discussion covered inclusion/exclusion criteria, study endpoints, sample size and power, safety, study length, and additional data needed, which are reported here. Further research of HPV natural history is needed to address identified gaps in regulatory guidance, especially for therapeutic vaccines intended to treat existing HPV infections.
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Affiliation(s)
- Peter M Dull
- Bill & Melinda Gates Foundation, Seattle, WA, USA.
| | | | | | - Ruanne V Barnabas
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; School of Medicine, Harvard Medical School, Boston, MA, USA; Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | | | | | - Silvia de Sanjosé
- ISGlobal, Barcelona, Spain; National Cancer Institute, Bethesda, MD, USA
| | | | | | | | | | | | - Youlin Qiao
- Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Paul Ruff
- University of Witwatersrand Faculty of Health Sciences, Johannesburg, South Africa
| | | | | | - Mark Schiffman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Haina Shin
- Bill & Melinda Gates Foundation, Seattle, WA, USA
| | | | | | - Nicholas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Angelika B Riemer
- German Cancer Research Center (DKFZ), Heidelberg, Germany; German Center for Infection Research (DZIF), Partner Site Heidelberg, Germany
| | - John T Schiller
- Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Aimée R Kreimer
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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Pešut E, Šimić I, Kužilkova D, Kalina T, Fureš R, Erceg Ivkošić I, Milutin Gašperov N, Sabol I. Application of mass cytometry in multiparametric characterization of precancerous cervical lesions. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2024. [PMID: 39462866 DOI: 10.1002/cyto.b.22211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 08/29/2024] [Accepted: 10/15/2024] [Indexed: 10/29/2024]
Abstract
Cervical cancer (CC) is the fourth most common malignant tumor in women worldwide. Detecting different biomarkers together on single cells by novel method mass cytometry could contribute to more precise screening. Liquid-based cytology (LBC) cervical samples were collected (N = 53) from women categorized as normal and precancerous lesions. Human papillomavirus was genotyped by polymerase chain reaction, while simultaneous examination of the expression of 29 proteins was done by mass cytometry (CyTOF). Differences in cluster abundances were assessed with Spearman's rank correlation as well as high dimensional data analysis (t-SNE, FlowSOM). Cytokeratin (ITGA6, Ck5, Ck10/13, Ck14, Ck7) expression patterns allowed determining the presence of different cells in the cervical epithelium. FlowSOM analysis enabled to phenotype cervical cells in five different metaclusters and find new markers that could be important in CC screening. The markers Ck18, Ck18, and CD63 (Metacluster 3) showed significantly increasing associated with severity of the precancerous lesions (Spearman rank correlation rho 0.304, p = 0.0271), while CD71, KLF4, LRIG1, E-cadherin, Nanog and p53 (Metacluster 1) decreased with severity of the precancerous lesions (Spearman rank correlation rho -0.401, p = 0.0029). Other metaclusters did not show significant correlation, but metacluster 2 (Ck17, MCM, MMP7, CD29, E-cadherin, Nanog, p53) showed higher abundance in low- and high-grade intraepithelial lesion cases. CyTOF appears feasible and should be considered when examining novel biomarkers on cervical LBC samples. This study enabled us to characterize different cells in the cervical epithelium and find markers and populations that could distinguish precancerous lesions.
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Affiliation(s)
- Ena Pešut
- Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia
| | - Ivana Šimić
- Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia
| | - Daniela Kužilkova
- CLIP-Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czechia
| | - Tomáš Kalina
- CLIP-Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czechia
| | - Rajko Fureš
- General Hospital Zabok and Veterans Affairs Hospital, Department of Gynecology and Obstetrics, Zabok, Croatia
- Faculty of Dental Medicine and Health, Josip Juraj Strossmayer University Osijek, Osijek, Croatia
| | - Ivana Erceg Ivkošić
- Faculty of Dental Medicine and Health, Josip Juraj Strossmayer University Osijek, Osijek, Croatia
- Special Hospital Sveta Katarina, Department of Women's Health, Zagreb, Croatia
| | | | - Ivan Sabol
- Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia
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Meda ZC, Hien H, Traore TI, Ouattara CA, Ramde Z, Ilboudo B, Some DA, Ouattara S. Factors associated with positive human papillomavirus (HPV) test results in cervical precancer screening: a cross-sectional study at Souro Sanou National Teaching Hospital (SSNTH) in Bobo Dioulasso, Burkina Faso. BMC Public Health 2024; 24:2900. [PMID: 39434024 PMCID: PMC11492753 DOI: 10.1186/s12889-024-20389-w] [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: 10/04/2023] [Accepted: 10/14/2024] [Indexed: 10/23/2024] Open
Abstract
INTRODUCTION Human papilloma virus testing is a new method of screening for precancerous cervical lesions. Here we identified factors associated to the positive Human papilloma virus-testing in the context of cervical precancer screening at the Souro Sanou National Teaching Hospital in Burkina Faso. MATERIALS AND METHOD Conducted from June 2021-May 2022, this was a cross-sectional study, including patients aged between 25 and 55 years-old and screened for precancerous lesions and received HPV-testing at the Department of Gynecology, Obstetrics and Reproductive Medicine (DGORM) of the SSNTH. The proportion of positive HPV-test was calculated, and we identified factors associated to positive HPV-test using logistic regression. RESULTS Of the 759 patients came for precancerous lesions screening, 559 patients were included. Their mean-age was 38.8 ± 7.9 years-old, 94.3% were from urban area and 50.3% identified as housewives. Regarding the past medical history, it noted: number of gestures (3.2 ± 2.0), parity (2.8 ± 1.9), number of living children (2.8 ± 1.9), having abortion experience (24.0%), age of first-sexual-intercourse(18.6 ± 2.3 years), alcohol (9.1%) and tobacco (1.0%) consumption, sexually-transmitted-infection (27.0%), Human immunodeficiency virus (HIV)infection (5.0%); none had been vaccinated against HPV. Biologically, 16.6% [95% CI: 13.6-20] of the women had a positive HPV-test. The factors significantly associated with positive HPV-test were: occupation in the private sector [OR: 0.06(0.0-0.5); p < 0.001], having a sexually-transmitted-infection [OR: 3.9(2.0-7.7); p < 0.001], age of first-sexual-intercourse [OR: 0.7(0.6-0.9); p < 0.001], sexual-multiple-partnership [OR: 17.5(8.1-39.6); p < 0.001], and HIV status [OR: 13.2(4.4-40.5); p < 0.001]. CONCLUSION These results call for health actions through the reinforcement for behavioral change mainly about sexually-transmitted-infections, and for the raising awareness of the population for the screening related to the precancerous lesions and HIV.
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Affiliation(s)
- Ziemle Clement Meda
- Souro Sanou National Teaching Hospital, Bobo Dioulasso, Burkina Faso
- High Institute of Health Sciences, Nazi Boni University, Bobo Dioulasso, Burkina Faso
| | - Herve Hien
- Institut de Recherche en Sciences de la Santé/Centre national de la recherche scientifique et technologique, Ouagadougou, Burkina Faso
- Institut National de Santé Publique (INSP), Ouagadougou, Burkina Faso
| | - Tiandiogo Isidore Traore
- High Institute of Health Sciences, Nazi Boni University, Bobo Dioulasso, Burkina Faso
- Institut National de Santé Publique (INSP), Ouagadougou, Burkina Faso
| | | | - Zakaria Ramde
- Souro Sanou National Teaching Hospital, Bobo Dioulasso, Burkina Faso
| | - Bernard Ilboudo
- Institut National de Santé Publique (INSP), Ouagadougou, Burkina Faso
| | - Der Adolphe Some
- Souro Sanou National Teaching Hospital, Bobo Dioulasso, Burkina Faso
- High Institute of Health Sciences, Nazi Boni University, Bobo Dioulasso, Burkina Faso
| | - Souleymane Ouattara
- Souro Sanou National Teaching Hospital, Bobo Dioulasso, Burkina Faso
- High Institute of Health Sciences, Nazi Boni University, Bobo Dioulasso, Burkina Faso
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de Waard J, Bhattacharya A, de Boer MT, van Hemel BM, Esajas MD, Vermeulen KM, de Bock GH, Schuuring E, Wisman GBA. Methylation Analysis to Detect CIN3+ in High-Risk Human Papillomavirus-Positive Self-Samples From the Population-Based Cervical Cancer Screening Program. Mod Pathol 2024; 37:100528. [PMID: 38810730 DOI: 10.1016/j.modpat.2024.100528] [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: 10/23/2023] [Revised: 05/09/2024] [Accepted: 05/21/2024] [Indexed: 05/31/2024]
Abstract
Since 2017, a self-sampling device has been introduced to the Dutch population-based screening program to enable higher participation rates. However, routine triage cytology cannot be performed on self-sampling material. Methylation is an alternative triage method that can be performed directly on DNA extracted from self-samples. Recently, we tested a set of 15 published cervical intraepithelial neoplasia grade 3 or worse (CIN3+)-specific methylation markers and found a panel of 3 markers with a sensitivity of 82% and a specificity of 74%. In this study, we determined the sensitivity and specificity of 2 commercial assays using quantitative methylation-specific PCR. DNA from the same cohort of high-risk human papillomavirus-positive self-sampled material obtained through the population-based screening program in the North of the Netherlands from women with CIN2 or less (
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Affiliation(s)
- Jolien de Waard
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Arkajyoti Bhattacharya
- Department of Medical Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Martine T de Boer
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Bettien M van Hemel
- Department of Pathology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Martha D Esajas
- Department of Obstetrics and Gynecology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Karin M Vermeulen
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Geertruida H de Bock
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Ed Schuuring
- Department of Pathology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - G Bea A Wisman
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
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Alshammari AH, 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. [PMID: 39135996 PMCID: PMC11317246 DOI: 10.3389/fonc.2024.1407008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 07/09/2024] [Indexed: 08/15/2024] Open
Abstract
Cervical cancer screening is a critical public health measure, especially vital for underserved communities where disparities in access and outcomes are pronounced. Despite the life-saving potential of regular screening, numerous barriers-including geographical isolation, cultural and linguistic challenges, and socioeconomic factors-severely hinder accessibility for these populations. Multicancer early detection (MCED) tests emerge as a potentially effective intervention, offering a less invasive, more accessible approach that could transform how screenings are conducted. This paper explores the existing challenges in traditional cervical cancer screening methods, the potential of MCED tests to address these barriers, and the implications of these technologies for global health equity. Through a comprehensive review, we highlight the need for culturally sensitive, tailored interventions and the importance of effectively overcoming logistical and financial difficulties to implement MCED tests. Despite the promise shown by MCED tests, the paper acknowledges significant implementation challenges, including cost, logistical obstacles, and the need for cultural acceptance and validation studies. This study emphasizes the necessity for equitable MCED test implementation strategies, highlighting the potential of these innovative technologies to advance global health equity in cervical cancer prevention.
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Affiliation(s)
| | - Hideshi Ishii
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Japan
| | - Takaaki Hirotsu
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| | - Hideyuki Hatakeyama
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| | - Masayo Morishita
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| | - Eric di Luccio
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
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6
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Ou J, Kang Y, Medlegeh, Fu K, Zhang Y, Yang W. An analysis of the vaginal microbiota and cervicovaginal metabolomics in cervical lesions and cervical carcinoma. Heliyon 2024; 10:e33383. [PMID: 39040371 PMCID: PMC11260971 DOI: 10.1016/j.heliyon.2024.e33383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 05/16/2024] [Accepted: 06/20/2024] [Indexed: 07/24/2024] Open
Abstract
Background To explore the role of vaginal microbiota and metabolomics in the progression of cervical dysplasia. Methods The patient group consists of female patients with low-grade, high-grade cervical dysplasia, and cervical cancer. Normal cervix samples from health volunteers were used as controls. The metabolic fingerprints of cervicovaginal lavage were analyzed using liquid chromatography-mass spectrometry, while the vaginal microbiota was examined through 16S rRNA sequencing. Bioinformatic analysis was adopted to investigate the interplay between hosts and microbes. The vaginal metabolic and microbiota profiles of 90 female patients with cervical dysplasia and 10 controls were analyzed to discover the biological characteristics underlying the progression of cervical cancer. Results We found that Valyl-Glutamate, N, N'-Diacetylbenzidine, and Oxidized glutathione, which were involved in oxidative stress response, were discriminators to distinguish the normal cervix, invasive cervical carcinomas, and CIN3 from others. Cervical carcinoma was characterized by a large variety of vaginal microbes (dominated by non-Lactobacillus communities) compared to the control. These microbes affected amino acid and nucleotide metabolism, producing metabolites with cervical carcinoma and genital inflammation compared to the control group. Conclusions This study revealed that cervicovaginal metabolic profiles were determined by cervical cancer, vaginal microbiota, and their interplays. ROS metabolism can be used to discriminate normal cervix, CIN3, and invasive cervical carcinoma.
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Affiliation(s)
- Jie Ou
- Department of Gyneacology, Xiangya Hospital Central South University, Changsha, Hunan, 410008, China
| | - Yanan Kang
- Department of Gyneacology, Xiangya Hospital Central South University, Changsha, Hunan, 410008, China
| | - Medlegeh
- Department of Gyneacology, Xiangya Hospital Central South University, Changsha, Hunan, 410008, China
| | - Kun Fu
- Department of Gyneacology, Xiangya Hospital Central South University, Changsha, Hunan, 410008, China
| | - Yu Zhang
- Department of Gyneacology, Xiangya Hospital Central South University, Changsha, Hunan, 410008, China
| | - Wenqing Yang
- Department of Gyneacology, Xiangya Hospital Central South University, Changsha, Hunan, 410008, China
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7
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Antonouli S, Di Nisio V, Daponte N, Daponte AI, Daponte A. Cervical Cancer Genetic Profile through Circulating Tumor DNA: What Can We Learn from Blood? Biomolecules 2024; 14:825. [PMID: 39062539 PMCID: PMC11275054 DOI: 10.3390/biom14070825] [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: 05/19/2024] [Revised: 07/06/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
Cervical cancer (CC) is one of the deadliest gynecological cancers worldwide. Human papillomavirus is the main etiological agent responsible for the initiation and development of most CC cases. The standard method utilized for CC screening in the global population is the cytological Pap smear test. Despite its effective validity in detecting precancerous lesions and its response to layer stages of this disease, greater screening and diagnostic reliability are needed, as well as an improvement in specificity and sensitivity. In this context, the use of liquid biopsies, like blood, for the isolation of circulating tumor DNA (ctDNA) in CC screening, diagnosis, prognosis, and surveillance could fill the gaps that still exist. In the present review, we aim to study the literature in order to collect knowledge on blood-based liquid biopsy based on descriptions of its precious molecular content and its utilization as a potential tool for CC patients' management. We will mainly focus on the important role of the novel ctDNA and the unique possibilities to additionally use HPV-ctDNA in CC at various stages of clinical application.
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Affiliation(s)
- Sevastiani Antonouli
- Department of Obstetrics and Gynaecology, Faculty of Medicine, School of Health Sciences, University of Thessaly, 41500 Larisa, Greece; (S.A.); (N.D.)
| | - Valentina Di Nisio
- Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Huddinge, 141 86 Stockholm, Sweden;
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Huddinge, 171 77 Stockholm, Sweden
| | - Nikoletta Daponte
- Department of Obstetrics and Gynaecology, Faculty of Medicine, School of Health Sciences, University of Thessaly, 41500 Larisa, Greece; (S.A.); (N.D.)
| | - Athina-Ioanna Daponte
- Second Department of Dermatology-Venereology, Aristotle University School of Medicine, 54124 Thessaloniki, Greece;
| | - Alexandros Daponte
- Department of Obstetrics and Gynaecology, Faculty of Medicine, School of Health Sciences, University of Thessaly, 41500 Larisa, Greece; (S.A.); (N.D.)
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Stuart RM, Cohen JA, Abeysuriya RG, Sanz-Leon P, Kerr CC, Rao D, Klein DJ. Inferring the natural history of HPV from global cancer registries: insights from a multi-country calibration. Sci Rep 2024; 14:15875. [PMID: 38982088 PMCID: PMC11233645 DOI: 10.1038/s41598-024-65842-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 06/24/2024] [Indexed: 07/11/2024] Open
Abstract
Human papillomavirus (HPV) is the cause of almost all cases of cervical cancer, a disease that kills some 340,000 women per year. The timeline from initial infection with HPV to the onset of invasive cervical cancer spans decades, and observational studies of this process are limited to settings in which treatment of precancerous lesions was withheld or inadequate. Such studies have been critical for understanding the natural history of HPV. Modeling can shed additional insight on the natural history of HPV, especially across geographical settings with varying prevalence of factors known to affect the host-side immune response to HPV, such as HIV and tobacco use. In this study, we create models for the 30 most populous countries in Sub-Saharan Africa, each with country-specific demographic, and behavioral inputs. We found that it was not possible to fit the data if we assumed that the natural history parameters were exactly identical for all countries, even after accounting for demographic and behavioral differences, but that we could achieve a good fit with the addition of a single immunocompetence parameter for each country. Our results indicate that variation in host immune responses may play a role in explaining the differences in the burden of cervical cancer between countries, which in turn implies a greater need for more geographically diverse data collection to understand the natural history of HPV.
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Affiliation(s)
- Robyn M Stuart
- Gender Equality Division, Bill & Melinda Gates Foundation, Seattle, WA, USA.
| | - Jamie A Cohen
- Global Health Division, Institute for Disease Modeling, Bill & Melinda Gates Foundation, Seattle, WA, USA
| | | | - Paula Sanz-Leon
- Brain Modelling Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Cliff C Kerr
- Global Health Division, Institute for Disease Modeling, Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Darcy Rao
- Gender Equality Division, Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Daniel J Klein
- Global Health Division, Institute for Disease Modeling, Bill & Melinda Gates Foundation, Seattle, WA, USA
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9
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Farajimakin O. Barriers to Cervical Cancer Screening: A Systematic Review. Cureus 2024; 16:e65555. [PMID: 39192892 PMCID: PMC11347962 DOI: 10.7759/cureus.65555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/28/2024] [Indexed: 08/29/2024] Open
Abstract
Cervical cancer remains a significant global health concern, particularly in underserved populations. Despite the availability of effective screening methods, uptake remains suboptimal in many regions. This systematic review aims to synthesize the current evidence on barriers to cervical cancer screening across diverse populations and healthcare settings. A comprehensive search of electronic databases was conducted to identify relevant studies published till June 2024. Studies examining barriers to cervical cancer screening in various populations were included. Data extraction and quality assessment were performed independently by two reviewers. A narrative synthesis approach was used to analyze and present the findings. Seventeen studies met the inclusion criteria, encompassing a wide range of study designs and populations. Common barriers identified across studies included lack of knowledge and awareness, economic constraints, access issues, cultural and religious factors, fear and embarrassment, and distrust in healthcare systems. Population-specific barriers were observed among immigrant and ethnic minority women, individuals in low- and middle-income countries, indigenous women, and LGBQ women. Healthcare system factors, socioeconomic influences, psychological and individual factors, and interpersonal and community dynamics also played significant roles in screening participation. This review highlights the complex and multifaceted nature of barriers to cervical cancer screening. Findings suggest that interventions to improve screening rates should be comprehensive, culturally sensitive, and tailored to specific population needs. Addressing both individual-level and systemic barriers is crucial for enhancing cervical cancer screening uptake globally.
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10
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Li X, Wang W, Wang J, Jiang M, He J, Tan S. Identification of HPV-E7 specific TCRs for tumor immunotherapy. Mol Immunol 2024; 171:56-65. [PMID: 38795685 DOI: 10.1016/j.molimm.2024.05.006] [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: 02/25/2024] [Revised: 04/23/2024] [Accepted: 05/15/2024] [Indexed: 05/28/2024]
Abstract
The oncogenic protein E7 of the Human Papillomavirus (HPV) is constitutionally expressed in HPV-associated tumors and has the potential to be targeted in T cell receptor (TCR)-based immunotherapy. Adoptive transfer of TCR-engineered T (TCR-T) cells has shown promise as a therapeutic approach for HPV-induced tumors. This study aimed to identify HPV-E7 specific TCRs from HLA-A11:01 transgenic mice through single-cell sorting and sequencing facilitated by E789-97/HLA-A11:01 tetramer. Two dominant TCRs were identified, which exhibited specific binding to E789-97 presented in the context of HLA-A*11:01. TCR-T cells were prepared by infecting primary T cells with lentiviruses containing the TCR genes, and the two TCRs demonstrated substantial responsiveness and showed CD8+ dependent cytokine secretion characteristics. Further analyses of the cytokine profiles revealed that the two TCRs were capable of exerting polyfunctional responses upon specific stimulation. These findings suggest that the two TCRs represent promising candidates for the development of future therapeutic drugs targeting HPV-E7 in the context of HLA-A*11:01 for tumor immunotherapy.
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Affiliation(s)
- Xiaowen Li
- Institute of Physical Science and Information, Anhui University, Hefei, Anhui, China; CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Wenling Wang
- Institute of Physical Science and Information, Anhui University, Hefei, Anhui, China; CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Jie Wang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China; Savaid Medical School, University of Chinese Academy of Sciences, Beijing, China
| | - Min Jiang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China; Savaid Medical School, University of Chinese Academy of Sciences, Beijing, China
| | - Juanhua He
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China; Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Shuguang Tan
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China; Savaid Medical School, University of Chinese Academy of Sciences, Beijing, China; Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
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Stuart RM, Cohen JA, Kerr CC, Mathur P, Abeysuriya RG, Zimmermann M, Rao DW, Boudreau MC, Lee S, Yang L, Klein DJ. HPVsim: An agent-based model of HPV transmission and cervical disease. PLoS Comput Biol 2024; 20:e1012181. [PMID: 38968288 PMCID: PMC11253923 DOI: 10.1371/journal.pcbi.1012181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/17/2024] [Accepted: 05/20/2024] [Indexed: 07/07/2024] Open
Abstract
In 2020, the WHO launched its first global strategy to accelerate the elimination of cervical cancer, outlining an ambitious set of targets for countries to achieve over the next decade. At the same time, new tools, technologies, and strategies are in the pipeline that may improve screening performance, expand the reach of prophylactic vaccines, and prevent the acquisition, persistence and progression of oncogenic HPV. Detailed mechanistic modelling can help identify the combinations of current and future strategies to combat cervical cancer. Open-source modelling tools are needed to shift the capacity for such evaluations in-country. Here, we introduce the Human papillomavirus simulator (HPVsim), a new open-source software package for creating flexible agent-based models parameterised with country-specific vital dynamics, structured sexual networks, and co-transmitting HPV genotypes. HPVsim includes a novel methodology for modelling cervical disease progression, designed to be readily adaptable to new forms of screening. The software itself is implemented in Python, has built-in tools for simulating commonly-used interventions, includes a comprehensive set of tests and documentation, and runs quickly (seconds to minutes) on a laptop. Performance is greatly enhanced by HPVsim's multiscale modelling functionality. HPVsim is open source under the MIT License and available via both the Python Package Index (via pip install) and GitHub (hpvsim.org).
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Affiliation(s)
- Robyn M. Stuart
- Gender Equality Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Jamie A. Cohen
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Cliff C. Kerr
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Prashant Mathur
- National Centre for Disease Informatics and Research, Indian Council of Medical Research, Bangalore, India
| | | | - Romesh G. Abeysuriya
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
- Burnet Institute, Melbourne, Victoria, Australia
| | - Marita Zimmermann
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Darcy W. Rao
- Gender Equality Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Mariah C. Boudreau
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
- Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America
| | - Serin Lee
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
- Department of Industrial & Systems Engineering, University of Washington, Seattle, Washington, United States of America
| | - Luojun Yang
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Daniel J. Klein
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
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12
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Tsige AW, Beyene DA. Cervical cancer: Challenges and prevention strategies: A narrative review. Health Sci Rep 2024; 7:e2149. [PMID: 38826620 PMCID: PMC11139676 DOI: 10.1002/hsr2.2149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 03/25/2024] [Accepted: 05/09/2024] [Indexed: 06/04/2024] Open
Abstract
Background and Aims Human papillomavirus (HPV) infections that continue to exist are the main cause of cervical cancer (CC), two-thirds of CC occurrences worldwide are caused by HPV 16 and HPV 18, and 99.7% of CC tumors are linked to oncogenic HPV infection. To identify challenges of CC and its prevention and treatment modalities. Methods This review examined the epidemiology, predisposing factors, genetic factors, clinical assessment methods, current treatment options, and prevention approaches for CC. We had perform a narrative data synthesis rather than a pooled analysis. A thorough literature search in pertinent databases related to CC was done with the inclusion of data that were published in the English language. Results Early detection of CC is of utmost importance to detect precancerous lesions at an early stage. Therefore, all responsible agencies concerned with health should make all women aware of the benefits of CC screening and educate the general public. HPV vaccination coverage is very low in resource-limited settings. Conclusion To achieve the goal of eliminating CC as a public health problem in 2030, the World Health Organization will pay special attention to increasing HPV vaccination coverage throughout the world. To further improve HPV vaccine acceptability among parents and their children, safety-related aspects of the HPV vaccine should be further investigated through post-marketing surveillance and multicentre randomized clinical trials.
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Affiliation(s)
- Abate Wondesen Tsige
- Department of Pharmacy, Asrat Woldeyes Health Science CampusDebre Berhan UniversityDebre BerhanEthiopia
| | - Dessale Abate Beyene
- Department of Pharmacy, Asrat Woldeyes Health Science CampusDebre Berhan UniversityDebre BerhanEthiopia
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13
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Del Prete R, Nesta D, Triggiano F, Lorusso M, Garzone S, Vitulano L, Denicolò S, Indraccolo F, Mastria M, Ronga L, Inchingolo F, Aityan SK, Nguyen KCD, Tran TC, Gargiulo Isacco C, Santacroce L. Human Papillomavirus Carcinogenicity and the Need of New Perspectives: Thoughts from a Retrospective Analysis on Human Papillomavirus Outcomes Conducted at the Hospital University of Bari, Apulia, Italy, between 2011 and 2022. Diagnostics (Basel) 2024; 14:968. [PMID: 38732382 PMCID: PMC11083870 DOI: 10.3390/diagnostics14090968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/26/2024] [Accepted: 04/28/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND The current manuscript's aim was to determine the human papillomavirus (HPV) genotype-specific prevalence and distribution among individuals, males, and females, of different ages in the region of Apulia, Italy, highlighting the possible variables involved in the carcinogenicity mechanism. In addition, we proposed two hypothetical models of HPV's molecular dynamics, intending to clarify the impact of prevention and therapeutic strategies, explicitly modeled by recent survey data. METHODS We presented clinical data from 9647 participants tested for either high-risk (HR) or low-risk (LR) HPV at the affiliated Bari Policlinic University Hospital of Bari from 2011 to 2022. HPV DNA detection was performed using nested-polymerase chain reaction (PCR) and multiplex real-time PCR assay. Statistical analysis showed significant associations for all genders and ages and both HR- and LR-HPV types. A major number of significant pairwise associations were detected for the higher-risk types and females and lower-risk types and males. RESULTS The overall prevalence of HPV was 50.5% (n-4.869) vs. 49.5% (n-4.778) of the study population, of which 74.4% (n-3621) were found to be HPV high-risk (HR-HPV) genotypes and 57.7% (n-2.807) low-risk HPV (LR-HPV) genotypes, of which males were 58% and females 49%; the three most prevalent HR-HPV genotypes were HPV 53 (n707-15%), 16 (n704-14%), and 31 (n589-12%), and for LR-HPV, they were 42 (19%), 6 (16%), and 54 (13%); 56% of patients screened for HPV were ≤ 30 years old, 53% were between 31 and 40 years old, 46% were 41-50 and 51-60 years old, and finally, 44% of subjects were >60 years old. CONCLUSIONS Our study provided comprehensive epidemiological data on HPV prevalence and genotype distribution among 9647 participants, which could serve as a significant reference for clinical practice, and it implied the necessity for more effective screening methods for HPV carcinogenesis covering the use of more specific molecular investigations. Although this is a predominantly descriptive and epidemiological study, the data obtained offer not only a fairly unique trend compared to other studies of different realities and latitudes but also lead us to focus on the HPV infection within two groups of young people and adults and hypothesize the possible involvement of dysbiosis, stem cells, and the retrotransposition mechanism.
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Affiliation(s)
- Raffaele Del Prete
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Daniela Nesta
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Francesco Triggiano
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Mara Lorusso
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Stefania Garzone
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Lorenzo Vitulano
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Sofia Denicolò
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Francesca Indraccolo
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Michele Mastria
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Luigi Ronga
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Francesco Inchingolo
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Sergey K. Aityan
- College of Engineering, Northeastern University, 5000 MacArthur Blvd., Oakland, CA 94613, USA;
| | - Kieu C. D. Nguyen
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Toai Cong Tran
- Department of Basic Medical Sciences and Biomedical Research Center, Pham Ngoc Thach University of Medicine, Ho Chi Minh City 700100, Vietnam;
| | - Ciro Gargiulo Isacco
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
| | - Luigi Santacroce
- Department of Interdisciplinary Medicine (DIM), U.O.C. Microbiology and Virology, University-Hospital of Bari, 70100 Bari, Italy; (R.D.P.); (D.N.); (F.T.); (M.L.); (S.G.); (L.V.); (S.D.); (F.I.); (M.M.); (L.R.); (F.I.); (K.C.D.N.); (L.S.)
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14
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Sibeko S, Sanderson M, Moyo S, Botha MH. Role of the epithelium in human papillomavirus and human immunodeficiency virus infections in the female genital tract. FRONTIERS IN REPRODUCTIVE HEALTH 2024; 6:1408198. [PMID: 38764554 PMCID: PMC11100325 DOI: 10.3389/frph.2024.1408198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 04/17/2024] [Indexed: 05/21/2024] Open
Abstract
Background Two-thirds of people living with human immunodeficiency virus type 1 (HIV-1) infection reside in Sub-Saharan Africa, where there are the highest prevalence and incidence rates of human papillomavirus (HPV) infection. Both infections are sexually transmitted and enter the body via the epithelium. This review describes the extent of involvement of the epithelium in each infection in the female genital tract. Methods A narrative review was conducted on the role of the epithelium in HPV and HIV-1 infections. Results An intact epithelial barrier is the predominant form of protection against viral entry and infection, including from HIV-1 and HPV. HPV is an intraepithelial pathogen, and thus, its growth and amplification, which are dependent on squamous cell differentiation, occur in the epithelium. It gains entry to the basal cells of the stratified squamous epithelium via micro-abrasions or other epithelial injuries that expose the basement membrane. HIV-1, conversely, passes through the epithelium to infect subepithelial tissues. Following deposition of the HIV-1-containing inoculum into the lumen, the virus enters the mucosa through breaks in the epithelial barrier within hours of infection. Further, HIV-1 penetrates the epithelium via various mechanisms, including paracellular passage or across epithelial cells through transcytosis. The capture of the virus from the mucosal surface by intraepithelial and/or subepithelial target cells has also been documented. Conclusions Epithelial disruption is the major pathogenetic pathway in HIV-1 and HPV infections. Therefore, biochemical compounds that strengthen the epithelial barrier must be prioritized to prevent these infections.
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Affiliation(s)
- Sengeziwe Sibeko
- Public Health, Societies and Belonging Division, Human Sciences Research Council, Durban, South Africa
| | - Micheline Sanderson
- Division of Anatomical Pathology, Department of Pathology, Stellenbosch University, Cape Town, South Africa
| | - Sizulu Moyo
- Public Health, Societies and Belonging Division, Human Sciences Research Council, Durban, South Africa
| | - Matthys H. Botha
- Department of Obstetrics and Gynaecology, Stellenbosch University, Cape Town, South Africa
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15
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Hu Y, Hu C. Enhancement of Chemotherapy Efficacy in Cervical Cancer via MAPK Pathway Inhibition by Osimertinib. Cancer Invest 2024; 42:425-434. [PMID: 38818695 DOI: 10.1080/07357907.2024.2359987] [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: 10/19/2023] [Accepted: 05/22/2024] [Indexed: 06/01/2024]
Abstract
Addressing recurrent cervical cancer poses a substantial challenge. Osimertinib, an FDA-approved EGFR inhibitor, has emerged as a promising option. Our study examined its potential to enhance paclitaxel's efficacy against cervical cancer. Osimertinib effectively hindered cancer cell growth and induced apoptosis across multiple cell lines. Combined with paclitaxel, it exhibited synergy in suppressing cervical cancer cells. Importantly, osimertinib's inhibitory effect was EGFR-independent; it targeted Mnk phosphorylation, reducing eIF4E activity. In mice, the combined osimertinib-paclitaxel treatment surpassed individual drugs in inhibiting cancer growth. These preclinical findings suggest osimertinib's repurposing as a means to improve paclitaxel's effectiveness in cervical cancer treatment.
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Affiliation(s)
- Yue Hu
- Department of Oncology, Jingzhou Hospital Affiliated to Yangtze University, Jingzhou, Hubei, China
| | - Chao Hu
- Department of Reproductive Medicine, Jingzhou Hospital Affiliated to Yangtze University, Jingzhou, Hubei, China
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16
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Bencina G, Oliver E, Meiwald A, Hughes R, Morais E, Weston G, Sundström K. Global burden and economic impact of vaccine-preventable cancer mortality. J Med Econ 2024; 27:9-19. [PMID: 38721643 DOI: 10.1080/13696998.2024.2350877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 04/30/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND Infections are responsible for approximately 13% of cancer cases worldwide and many of these infections can be prevented by vaccination. Human papillomavirus (HPV) and hepatitis B virus (HBV) are among the most common infections that cause cancer deaths globally, despite effective prophylactic vaccines being available. This analysis aims to estimate the global burden and economic impact of vaccine-preventable cancer mortality across World Health Organization (WHO) regions. METHODS The number of deaths and years of life lost (YLL) due to five different vaccine-preventable cancer forms (oral cavity, liver, laryngeal, cervical, and oropharyngeal cancer) in each of the WHO regions (African, Eastern Mediterranean, European, the Americas, South-East Asia Pacific, and Western Pacific) were obtained from the Institute for Health Metrics Evaluation global burden of disease dataset. Vaccine-preventable mortality was estimated considering the fraction attributable to infection, to estimate the number of deaths and YLL potentially preventable through vaccination. Data from the World Bank on GDP per capita were used to estimate the value of YLL (VYLL). The robustness of these results was explored with sensitivity analysis. Given that several Epstein-Barr virus (EBV) vaccines are in development, but not yet available, the impact of a potential vaccine for EBV was evaluated in a scenario analysis. RESULTS In 2019, there were 465,740 potentially vaccine-preventable cancer deaths and 14,171,397 YLL across all WHO regions. The estimated economic impact due to this mortality was $106.3 billion globally. The sensitivity analysis calculated a range of 403,025-582,773 deaths and a range in productivity cost of $78.8-129.0 billion. In the scenario analysis EBV-related cancer mortality increased the global burden by 159,723 deaths and $32.4 billion. CONCLUSION Overall, the findings from this analysis illustrate the high economic impact of premature cancer mortality that could be potentially preventable by vaccination which may assist decision-makers in allocating limited resources among competing priorities. Improved implementation and increased vaccination coverage of HPV and HBV should be prioritized to decrease this burden.
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Affiliation(s)
- Goran Bencina
- Center for Observational and Real-World Evidence, MSD Spain, Madrid, Spain
| | | | | | | | - Edith Morais
- Center for Observational and Real-World Evidence, MSD France, Puteaux, France
| | | | - Karin Sundström
- Center for Cervical Cancer Elimination, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Medical Diagnostics Karolinska, Karolinska University Hospital, Stockholm, Sweden
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17
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Mazurec K, Trzeszcz M, Mazurec M, Streb J, Halon A, Jach R. Should we use risk selection tests for HPV 16 and/or 18 positive cases: Comparison of p16/Ki67 and cytology. J Med Virol 2024; 96:e29500. [PMID: 38440951 DOI: 10.1002/jmv.29500] [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: 12/24/2023] [Revised: 02/15/2024] [Accepted: 02/21/2024] [Indexed: 03/06/2024]
Abstract
Major screening abnormalities in precolposcopic stage are tests results that imply direct referral to colposcopy (and/or expedited treatment) without performing additional high-grade squamous intraepithelial lesions or worse (HSIL+) risk selection testing. Currently, both clinically validated HSIL+ risk selection tests, reflex cytology and reflex p16/Ki67 dual staining (DS), are being compared for use in primary human papillomavirus (HPV)-based screening to avoid possible overtreatment, but there is still no sufficient data available for their performance. Among 30 066 liquid-based cervical cancer screening tests results, a group of 332 women was selected with available high-risk types of HPV tests results with 16/18 limited genotyping, liquid-based cytology, DS, and histology results from standardized colposcopy with biopsy. In HPV 16/18+ cases, three triage approaches were retrospectively analyzed. Predictive values for detection of HSIL+ were calculated and number of colposcopies required in each strategy. Both triage models with DS used (reflex cytology followed by DS, and reflex DS alone in all cases) had significantly higher positive predictive value for HSIL+ than strategy with reflex cytology alone (44.2%/45.7% vs. 28.3%; p < 0.0001). In models with DS, less colposcopies were required (95/92 vs. 152) and less colposcopies were needed per HSIL+ detection (2.26/2.19 vs. 3.54). Only one HSIL+ case was missed in both triage models with DS incorporation. p16/Ki67 dual-stain may be an effective, alone or combined with cytology, triage test to detect HSIL+ in patients with major screening abnormalities in primary HPV-based cervical cancer screening. Performing cytology as the first triage test improves the strategy by enabling referrals to expedited treatment in selected cases.
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Affiliation(s)
| | - Martyna Trzeszcz
- Corfamed Woman's Health Center, Wroclaw, Poland
- Division of Pathology and Clinical Cytology, University Hospital in Wroclaw, Wroclaw, Poland
| | | | - Joanna Streb
- Department of Oncology, Jagiellonian University Medical College, Krakow, Poland
| | - Agnieszka Halon
- Department of Clinical and Experimental Pathology, Division of Clinical Pathology, Wroclaw Medical University, Wroclaw, Poland
| | - Robert Jach
- Division of Gynecologic Endocrinology, Jagiellonian University Medical College, Krakow, Poland
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18
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Li Q, Zhu G, Zhang L, Zeng B, Cai T, Wu J, Wei B, Xie Z, He L, Tang W, Lin X, Lu H, Wu F, Huang J, Hu H, Liu N, Fan S. Mutational landscape of head and neck cancer and cervical cancer in Chinese and Western population. Head Neck 2024; 46:528-540. [PMID: 38111234 DOI: 10.1002/hed.27603] [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] [Received: 04/29/2023] [Revised: 11/12/2023] [Accepted: 12/05/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND We aimed to unbiasedly map the genetic mutation profile of HNSC and CESC associated with HPV status in the Chinese population (SYSU-cohort) and compare them with Western population (TCGA-cohort). METHODS Fifty-one HNSC patients (SYSU-HNSC) and 38 CESC patients (SYSU-CESC) were enrolled in this study. Genomic alterations were examined, and the profile was produced using the YuanSuTM450 gene panel (OrigiMed, Shanghai, China). The altered genes were inferred and compared to Western patients from TCGA cohorts. RESULTS Compared to the TCGA-HNSC cohort, FGFR3 mutation was identified as a novel target in SYSU-HNSC with therapeutic potential. Compared to the TCGA-CESC cohort, some epigenetic regulation-associated genes were frequently mutated in SYSU-CESC cohort (KMT2C, KMT2D, KDM5C, KMT2A). CONCLUSION In summary, our study provides unbiased insights into the genetic landscape of HNSC and CESC in the Chinese population and highlights potential novel therapeutic targets that may benefit Chinese patients.
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Affiliation(s)
- Qunxing Li
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Guangzhou, China
| | - Genhai Zhu
- Department of Gynecology, Hainan General Hospital, Haikou, China
| | - Lizao Zhang
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Guangzhou, China
| | - Binghui Zeng
- Guanghua School of Stomatology, Hospital of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-sen University, Guangzhou, China
| | - Tingting Cai
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jiaying Wu
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Bin Wei
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhijun Xie
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lile He
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Wenbing Tang
- Department of Stomatology, Guangdong Agriculture and Reclamation Central Hospital, Zhanjiang, China
| | - Xinyu Lin
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huaiwu Lu
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Fan Wu
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Guangzhou, China
| | | | - Huijun Hu
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Niu Liu
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Song Fan
- Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Guangzhou, China
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Heydarnia E, Dorostgou Z, Hedayati N, Mousavi V, Yahyazadeh S, Alimohammadi M, Gheibi M, Heidari P, Igder S, Mafi A, Vakili O. Circular RNAs and cervical cancer: friends or foes? A landscape on circRNA-mediated regulation of key signaling pathways involved in the onset and progression of HPV-related cervical neoplasms. Cell Commun Signal 2024; 22:107. [PMID: 38341592 PMCID: PMC10859032 DOI: 10.1186/s12964-024-01494-0] [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: 09/30/2023] [Accepted: 01/20/2024] [Indexed: 02/12/2024] Open
Abstract
Cervical cancer (CC) is a common gynecologic malignancy, accounting for a significant proportion of women death worldwide. Human papillomavirus (HPV) infection is one of the major etiological causes leading to CC onset; however, genetic, and epigenetic factors are also responsible for disease expansion. Circular RNAs (circRNAs), which are known as a particular subset of non-coding RNA (ncRNA) superfamily, with covalently closed loop structures, have been reported to be involved in the progression of diverse diseases, especially neoplasms. In this framework, abnormally expressed circRNAs are in strong correlation with CC pathogenesis through regulating substantial signaling pathways. Also, these RNA molecules can be considered as promising biomarkers and therapeutic targets for CC diagnosis/prognosis and treatment, respectively. Herein, we first review key molecular mechanisms, including Wnt/β-catenin, MAPK, and PI3K/Akt/mTOR signaling pathways, as well as angiogenesis and metastasis, by which circRNAs interfere with CC development. Then, diagnostic, prognostic, and therapeutic potentials of these ncRNA molecules will be highlighted in depth.
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Affiliation(s)
- Emad Heydarnia
- Department of Medical Nanotechnology, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Dorostgou
- Department of Biochemistry, Neyshabur Branch, Islamic Azad University, Neyshabur, Iran
| | - Neda Hedayati
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Vahide Mousavi
- School of Medicine, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Sheida Yahyazadeh
- Department of Immunology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mina Alimohammadi
- Student Research Committee, Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mobina Gheibi
- Student Research Committee, Mazandaran University of Medical Sciences, Sari, Iran
| | - Parasta Heidari
- School of Medicine, Bushehr University of Medical Sciences, Bushehr, Iran.
| | - Somayeh Igder
- Department of Clinical Biochemistry, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Alireza Mafi
- Department of Clinical Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran.
- Nutrition and Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Omid Vakili
- Department of Clinical Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran.
- Autophagy Research Center, Department of Clinical Biochemistry, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
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20
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Kohale MG, Dhobale AV, Hatgoankar K, Bahadure S, Salgar AH, Bandre GR. Comparison of Colposcopy and Histopathology in Abnormal Cervix. Cureus 2024; 16:e54274. [PMID: 38496116 PMCID: PMC10944553 DOI: 10.7759/cureus.54274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 02/15/2024] [Indexed: 03/19/2024] Open
Abstract
Cervicovaginal cancer (CVC) is the most common malignancy of the genital tract. Colposcopy is a diagnostic procedure that is used to examine the cervix and tissue samples of the urethra and vulva in a magnified view. The colposcopy and histological findings of unhealthy cervixes in a tertiary care hospital were compared. This comparative cross-sectional study was conducted from November 2022 to March 2023 among women with a variety of gynecological complaints who visited the Department of Obstetricians and Gynecologists in a tertiary care facility. One hundred participants were included in this study. The data collected were analyzed using Microsoft Excel 2016 (Microsoft Corporation, Redmond, Washington, United States). Participants had an average age of 35.22 ± 7.18 years, and white discharge was the most reported ailment (73%). Comparing the results of the colposcopy with the histological findings revealed a sensitivity of 91.5% and a specificity of 72.2%. The high sensitivity of colposcopy highlights the need to combine it with histological techniques to obtain better results.
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Affiliation(s)
- Mangesh G Kohale
- Pathology, Datta Meghe Medical College, Datta Meghe Institute of Higher Education and Research (Deemed to be University), Nagpur, IND
| | - Anupama V Dhobale
- Obstetrics and Gynaecology, Datta Meghe Medical College, Datta Meghe Institute of Higher Education and Research (Deemed to be University), Nagpur, IND
| | - Kajal Hatgoankar
- Pathology, Datta Meghe Medical College, Datta Meghe Institute of Higher Education and Research (Deemed to be University), Nagpur, IND
| | - Sweta Bahadure
- Pathology, Datta Meghe Medical College, Datta Meghe Institute of Higher Education and Research (Deemed to be University), Nagpur, IND
| | - Akshay H Salgar
- Preventive Medicine, Government Medical College and General Hospital, Baramati, IND
| | - Gulshan R Bandre
- Microbiology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research (Deemed to be University), Wardha, IND
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21
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Villalobos NVF, Ruffieux Y, Haas AD, Chinogurei C, Cornell M, Taghavi K, Egger M, Folb N, Maartens G, Rohner E. Cervical precancer and cancer incidence among insured women with and without HIV in South Africa. Int J Cancer 2024; 154:273-283. [PMID: 37658695 PMCID: PMC10872811 DOI: 10.1002/ijc.34707] [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] [Received: 06/12/2023] [Revised: 08/02/2023] [Accepted: 08/14/2023] [Indexed: 09/03/2023]
Abstract
HIV infection increases the risk of developing cervical cancer; however, longitudinal studies in sub-Saharan Africa comparing cervical cancer rates between women living with HIV (WLWH) and women without HIV are scarce. To address this gap, we compared cervical precancer and cancer incidence rates between WLWH and women without HIV in South Africa using reimbursement claims data from a medical insurance scheme from January 2011 to June 2020. We used Royston-Parmar flexible parametric survival models to estimate cervical precancer and cancer incidence rates as a continuous function of age, stratified by HIV status. Our study population consisted of 518 048 women, with exclusions based on the endpoint of interest. To analyse cervical cancer incidence, we included 517 312 women, of whom 564 developed cervical cancer. WLWH had an ~3-fold higher risk of developing cervical precancer and cancer than women without HIV (adjusted hazard ratio for cervical cancer: 2.99; 95% confidence interval [CI]: 2.40-3.73). For all endpoints of interest, the estimated incidence rates were higher in WLWH than women without HIV. Cervical cancer rates among WLWH increased at early ages and peaked at 49 years (122/100 000 person-years; 95% CI: 100-147), whereas, in women without HIV, incidence rates peaked at 56 years (40/100 000 person-years; 95% CI: 36-45). Cervical precancer rates peaked in women in their 30s. Analyses of age-specific cervical cancer rates by HIV status are essential to inform the design of targeted cervical cancer prevention policies in Southern Africa and other regions with a double burden of HIV and cervical cancer.
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Affiliation(s)
| | - Yann Ruffieux
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Andreas D Haas
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Chido Chinogurei
- Centre for Infectious Disease Epidemiology and Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Morna Cornell
- Centre for Infectious Disease Epidemiology and Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Katayoun Taghavi
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Matthias Egger
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Centre for Infectious Disease Epidemiology and Research, School of Public Health, University of Cape Town, Cape Town, South Africa
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | | | - Gary Maartens
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Eliane Rohner
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
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22
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Nie L, Qin H, Li S, Yu Z, Huang W, Zhang L, Zhao J. The establishment of a multiplex fluorescent polymerase chain reaction coupled with capillary electrophoresis analysis technology enables the simultaneous detection of 16 genotypes of human papillomavirus. J Clin Lab Anal 2024; 38:e24996. [PMID: 38131260 PMCID: PMC10829687 DOI: 10.1002/jcla.24996] [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] [Received: 09/14/2023] [Revised: 11/23/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND The detection and accurate genotyping of human papillomavirus (HPV) infection is critical for preventing and effectively treating cervical cancer. METHODS A multiplex fluorescent polymerase chain reaction (PCR) coupled with a capillary electrophoresis method was developed for the simultaneous detection of the 16 most prevalent HPV genotypes. Twenty-five pairs of primers were ultimately selected to ensure that both E and L regions of nine HPV genotypes, as well as the E regions of seven HPV genotypes could be accurately amplified. RESULTS This method enables the simultaneous detection and differentiation of 16 HPV genotypes in a single closed-tube reaction, accurately distinguishing products with molecular weight differences >1 bp through capillary electrophoresis. This method demonstrated exceptional accuracy, specificity, and repeatability with a detection limit of 10 copies/μL for all 16 HPV genotypes. Furthermore, 152 cervical swab specimens were obtained to compare the disparities between this approach and Cobas 4800 HPV detection method. The concordance rate and κ value were 90.1% and 0.802, respectively, indicating a high level of agreement. The established detection method was successfully applied to cervical swab specimens for determining HPV genotypes across all levels of cervical lesions, HPV52, 56, 16, and 59 were found to be most prevalent with infection rates of 10.8%, 9.1%, 6.5%, and 6.2%, respectively. CONCLUSIONS This study has successfully established a detection method capable of simultaneously identifying 16 HPV genotypes. This approach can be further applied to HPV vaccine research and surveillance, with the potential for broad applications.
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Affiliation(s)
- Lingling Nie
- Division of HIV/AIDS and Sex‐transmitted Virus VaccinesNational Institutes for Food and Drug ControlBeijingChina
| | - Haiyang Qin
- Division of HIV/AIDS and Sex‐transmitted Virus VaccinesNational Institutes for Food and Drug ControlBeijingChina
| | - Sisi Li
- Suzhou YueMicro Gene Technology Co. LtdSuzhouChina
| | - Zailiang Yu
- Suzhou YueMicro Gene Technology Co. LtdSuzhouChina
| | - Weijin Huang
- Division of HIV/AIDS and Sex‐transmitted Virus VaccinesNational Institutes for Food and Drug ControlBeijingChina
| | - Li Zhang
- Division of HIV/AIDS and Sex‐transmitted Virus VaccinesNational Institutes for Food and Drug ControlBeijingChina
| | - Jian Zhao
- Department of Obstetrics and GynecologyPeking University First HospitalBeijingChina
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23
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Ahmed SR, Befano B, Lemay A, Egemen D, Rodriguez AC, Angara S, Desai K, Jeronimo J, Antani S, Campos N, Inturrisi F, Perkins R, Kreimer A, Wentzensen N, Herrero R, Del Pino M, Quint W, de Sanjose S, Schiffman M, Kalpathy-Cramer J. Reproducible and clinically translatable deep neural networks for cervical screening. Sci Rep 2023; 13:21772. [PMID: 38066031 PMCID: PMC10709439 DOI: 10.1038/s41598-023-48721-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 11/29/2023] [Indexed: 12/18/2023] Open
Abstract
Cervical cancer is a leading cause of cancer mortality, with approximately 90% of the 250,000 deaths per year occurring in low- and middle-income countries (LMIC). Secondary prevention with cervical screening involves detecting and treating precursor lesions; however, scaling screening efforts in LMIC has been hampered by infrastructure and cost constraints. Recent work has supported the development of an artificial intelligence (AI) pipeline on digital images of the cervix to achieve an accurate and reliable diagnosis of treatable precancerous lesions. In particular, WHO guidelines emphasize visual triage of women testing positive for human papillomavirus (HPV) as the primary screen, and AI could assist in this triage task. In this work, we implemented a comprehensive deep-learning model selection and optimization study on a large, collated, multi-geography, multi-institution, and multi-device dataset of 9462 women (17,013 images). We evaluated relative portability, repeatability, and classification performance. The top performing model, when combined with HPV type, achieved an area under the Receiver Operating Characteristics (ROC) curve (AUC) of 0.89 within our study population of interest, and a limited total extreme misclassification rate of 3.4%, on held-aside test sets. Our model also produced reliable and consistent predictions, achieving a strong quadratic weighted kappa (QWK) of 0.86 and a minimal %2-class disagreement (% 2-Cl. D.) of 0.69%, between image pairs across women. Our work is among the first efforts at designing a robust, repeatable, accurate and clinically translatable deep-learning model for cervical screening.
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Affiliation(s)
- Syed Rakin Ahmed
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02129, USA.
- Harvard Graduate Program in Biophysics, Harvard Medical School, Harvard University, Cambridge, MA, 02115, USA.
- Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
- Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH, 03755, USA.
| | - Brian Befano
- Information Management Services, Calverton, MD, 20705, USA
- University of Washington, Seattle, WA, 98195, USA
| | - Andreanne Lemay
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02129, USA
- NeuroPoly, Polytechnique Montreal, Montreal, QC, H3T 1N8, Canada
| | - Didem Egemen
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Ana Cecilia Rodriguez
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Sandeep Angara
- Computational Health Research Branch, National Library of Medicine, Lister Hill Center, Bethesda, MD, 20894, USA
| | - Kanan Desai
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jose Jeronimo
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Sameer Antani
- Computational Health Research Branch, National Library of Medicine, Lister Hill Center, Bethesda, MD, 20894, USA
| | - Nicole Campos
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Federica Inturrisi
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Rebecca Perkins
- Department of Obstetrics & Gynecology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Aimee Kreimer
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Nicolas Wentzensen
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Rolando Herrero
- Agencia Costarricense de Investigaciones Biomedicas (ACIB), Fundacion INCIENSA, San Jose, Costa Rica
| | | | - Wim Quint
- DDL Diagnostic Laboratory, Rijswijk, The Netherlands
| | - Silvia de Sanjose
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
- ISGlobal, Barcelona, Spain
| | - Mark Schiffman
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jayashree Kalpathy-Cramer
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, 02129, USA
- Department of Ophthalmology, University of Colorado Anschutz, Denver, CO, 80045, USA
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24
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Shiga T, Taguchi A, Mori M, Yamaguchi S, Honjoh H, Nishijima A, Eguchi S, Miyamoto Y, Sone K, Kawana K, Osuga Y. Risk stratification of invasive cervical cancer diagnosed after cervical conization. Jpn J Clin Oncol 2023; 53:1138-1143. [PMID: 37681246 DOI: 10.1093/jjco/hyad121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND Cervical intraepithelial neoplasia (CIN) diagnosis is based on colposcopy-aided histological examination. However, its accuracy in CIN diagnosis is limited. Some invasive cervical cancers (ICCs) are diagnosed after cervical conization. Therefore, risk stratification of undetected ICC is particularly important for the management of patients with CIN. This study aimed to identify the risk factors for undetected ICC. We especially focused on the association of human papillomavirus (HPV) genotypes. METHODS We retrospectively reviewed the clinicopathological characteristics (including age, parity, and preoperative diagnosis) and HPV genotypes of 348 patients diagnosed with CIN or adenocarcinoma in situ (AIS) who underwent cervical conization at our hospital between 2008 and 2016. The relationship between preoperative factors, including HPV genotypes and post-conization ICC, was evaluated. RESULTS Among the 348 patients, 322, 7, and 19 had preoperative CIN3, CIN2, and AIS, respectively; 181 were nulliparous. The median patient age was 41 (23-83) years. HPV genotyping was performed on 237 patients. Overall, post-conization ICC was detected in 16 patients (4.6%). Multivariate analysis showed that nulliparity and HPV16 positivity were the independent risk factors for post-conization ICC (OR: 6.01, P = 0.0302; OR: 5.26, P = 0.0347, respectively). The combination of HPV16 status and parity improved diagnostic accuracy. Seven of 53 HPV16-positive cases (13%) without childbirth history were diagnosed with post-conization ICC. In contrast, none of the HPV16-negative cases with childbirth history was diagnosed with post-conization ICC. CONCLUSION HPV16 positivity and nulliparity were identified as risk factors for undetected ICC. Careful treatment selection and preoperative scrupulous examination are especially important in these cases.
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Affiliation(s)
- Tomoka Shiga
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Ayumi Taguchi
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
- Laboratory of Human Single Cell Immunology, World Premier International Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita 565-0871, Japan
| | - Mayuyo Mori
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Shogo Yamaguchi
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Harunori Honjoh
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Akira Nishijima
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Satoko Eguchi
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Yuichiro Miyamoto
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Kenbun Sone
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
| | - Kei Kawana
- Department of Obstetrics and Gynecology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Yutaka Osuga
- Department of Obstetrics and Gynecology, The University of Tokyo, Tokyo 113-0033, Japan
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25
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Kulaksiz D, Bayoglu Tekin Y, Deger O, Baki Erin K. Investigating the relationship between the cervical mucoprotein levels and cervical intraepithelial neoplasia. Minerva Obstet Gynecol 2023; 75:559-564. [PMID: 35785924 DOI: 10.23736/s2724-606x.22.05102-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND Cervical cancer has been ranked as the fourth most common cancer in women. The role of HPV, the DNA virus identified in the 1980s, in almost all cervical cancers is undisputed. In patients scanned with smear and HPV, a cervical biopsy is performed accompanied by colposcopic examination, and the lesion is defined. The concentration of mucoproteins varies in the structure of the cervical mucus with neoplasms. The major aim of this study was to investigate the changes in the levels of cervical mucoprotein in patients at the early stages of cervical cancer and evaluate if these levels can be used in the early diagnosis of this cancer type. METHODS The study was designed as a prospective cohort study. Samples from cervical mucus were taken and stored before colposcopy examination of human papillomavirus (HPV) positive patients (N.=100). According to the pathology results, while 36 cases constituted the precancerous group, no suspicion of cancer was found in 64 cases. To ensure standardization, colposcopy was performed immediately after the menstrual cycle and at least 0.5 mL of the cervical mucus sample was taken from all individual patients used in this study. Cervical mucus samples of the patients were analyzed for mucoproteins MUC1, MUC2, MUC5AC and MUC5B. RESULTS All mucoprotein levels were found to be higher in patients with cervical intraepithelial neoplasia (CIN) than those of subjects with normal pathology for cervical neoplasia. CONCLUSIONS Significant relationship was obtained between cervical intraepithelial neoplasms and the levels of mucoproteins in cervical mucus. The results showed that diagnosis of neoplasia with HPV may be easily performed by utilizing any mucoprotein test.
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Affiliation(s)
- Deniz Kulaksiz
- Department of Obstetrics and Gynecology, Trabzon Kanuni Training and Research Hospital, University of Health Sciences, Trabzon, Türkiye -
| | - Yesim Bayoglu Tekin
- Department of Obstetrics and Gynecology, Trabzon Kanuni Training and Research Hospital, University of Health Sciences, Trabzon, Türkiye
| | - Orhan Deger
- Department of Medical Biochemistry, Karadeniz Technical University Faculty of Medicine, Trabzon, Türkiye
| | - Kubra Baki Erin
- Department of Obstetrics and Gynecology, Trabzon Kanuni Training and Research Hospital, University of Health Sciences, Trabzon, Türkiye
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26
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Chang MM, Ma A, Novak EN, Barra M, Kundrod KA, Montealegre JR, Scheurer ME, Castle PE, Schmeler K, Richards-Kortum R. A novel tailed primer nucleic acid test for detection of HPV 16, 18 and 45 DNA at the point of care. Sci Rep 2023; 13:20397. [PMID: 37989845 PMCID: PMC10663460 DOI: 10.1038/s41598-023-47582-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/14/2023] [Indexed: 11/23/2023] Open
Abstract
Cervical cancer is a leading cause of death for women in low-resource settings despite being preventable through human papillomavirus (HPV) vaccination, early detection, and treatment of precancerous lesions. The World Health Organization recommends high-risk HPV (hrHPV) as the preferred cervical cancer screening strategy, which is difficult to implement in low-resource settings due to high costs, reliance on centralized laboratory infrastructure, and long sample-to-answer times. To help meet the need for rapid, low-cost, and decentralized cervical cancer screening, we developed tailed primer isothermal amplification and lateral flow detection assays for HPV16, HPV18, and HPV45 DNA. We translated these assays into a self-contained cartridge to achieve multiplexed detection of three hrHPV genotypes in a disposable cartridge. The developed test achieves clinically relevant limits of detection of 50-500 copies per reaction with extracted genomic DNA from HPV-positive cells. Finally, we performed sample-to-answer testing with direct lysates of HPV-negative and HPV-positive cell lines and demonstrated consistent detection of HPV16, HPV18, and HPV45 with 5000-50,000 cells/mL in < 35 min. With additional optimization to improve cartridge reliability, incorporation of additional hrHPV types, and validation with clinical samples, the assay could serve as a point-of-care HPV DNA test that improves access to cervical cancer screening in low-resource settings.
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Affiliation(s)
- Megan M Chang
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Ariel Ma
- Department of Bioengineering, Rice University, Houston, TX, USA
| | | | - Maria Barra
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Kathryn A Kundrod
- Department of Bioengineering, Rice University, Houston, TX, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jane Richards Montealegre
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Pediatrics Hematology/Oncology, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Michael E Scheurer
- Department of Pediatrics Hematology/Oncology, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Philip E Castle
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Cancer Prevention, National Cancer Institute, Rockville, MD, USA
| | - Kathleen Schmeler
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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27
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Mazurec K, Trzeszcz M, Mazurec M, Streb J, Halon A, Jach R. Triage Strategies for Non-16/Non-18 HPV-Positive Women in Primary HPV-Based Cervical Cancer Screening: p16/Ki67 Dual Stain vs. Cytology. Cancers (Basel) 2023; 15:5095. [PMID: 37894462 PMCID: PMC10605570 DOI: 10.3390/cancers15205095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/13/2023] [Accepted: 10/20/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND In the context of primary HPV cervical cancer screening, the identification of minor screening abnormalities necessitates triage tests to optimize management and mitigate overtreatment. Currently, reflex cytology and reflex p16/Ki67 dual-stain (DS) are under scrutiny for their applicability in primary HPV-based screening. However, there remains a dearth of comprehensive data for comparing their performance. METHODS Among 30,066 results from liquid-based cervical cancer screening tests, a cohort of 332 cases was meticulously selected based on available high-risk human papillomavirus (HPV) test results, limited genotyping for HPV 16 and 18, liquid-based cytology, DS, and histology outcomes from standardized colposcopy with biopsy. For cases positive for 12 other high-risk HPV genotypes, three retrospective triage approaches were analyzed. We computed the positive predictive value (PPV) for the detection of high-grade squamous intraepithelial lesions or worse (HSIL+). RESULTS Both triage models employing DS (reflex cytology followed by DS and reflex DS alone in all cases) exhibited significantly higher PPV for HSIL+ compared to the strategy with reflex cytology alone (35.9%/33.3% vs. 18.8%; p < 0.0001). Additionally, these DS-based models showed higher negative predictive values (NPV) (100%/96.2% vs. 69.2%; p = 0.0024/0.0079). In the DS-inclusive models, fewer colposcopies were necessitated (103/102 vs. 154), and fewer cases of HSIL+ were overlooked (0/3 vs. 8). CONCLUSIONS Our findings suggest that p16/Ki67 dual-stain, either as a standalone or combined triage test, holds promise for the effective detection of HSIL+ in patients with minor screening abnormalities in primary HPV-based cervical cancer screening.
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Affiliation(s)
- Karolina Mazurec
- Corfamed Woman’s Health Center, Kluczborska 37, 50-322 Wroclaw, Poland;
| | - Martyna Trzeszcz
- Corfamed Woman’s Health Center, Kluczborska 37, 50-322 Wroclaw, Poland;
- Division of Pathology and Clinical Cytology, University Hospital in Wroclaw, Borowska 213, 50-556 Wroclaw, Poland
| | - Maciej Mazurec
- Corfamed Woman’s Health Center, Kluczborska 37, 50-322 Wroclaw, Poland;
| | - Joanna Streb
- Department of Oncology, Jagiellonian University Medical College, Kopernika 50, 31-501 Krakow, Poland;
| | - Agnieszka Halon
- Department of Clinical and Experimental Pathology, Division of Clinical Pathology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland;
| | - Robert Jach
- Division of Gynecologic Endocrinology, Jagiellonian University Medical College, Kopernika 23, 31-501 Krakow, Poland;
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Fuzzell L, Lake P, Brownstein NC, Fontenot HB, Whitmer A, Michel A, McIntyre M, Rossi SL, Kajtezovic S, Vadaparampil ST, Perkins R. Examining the perceived impact of the COVID-19 pandemic on cervical cancer screening practices among clinicians practicing in Federally Qualified Health Centers: A mixed methods study. eLife 2023; 12:e86358. [PMID: 37664989 PMCID: PMC10476963 DOI: 10.7554/elife.86358] [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] [Received: 01/21/2023] [Accepted: 07/28/2023] [Indexed: 09/05/2023] Open
Abstract
Background The COVID-19 pandemic led to reductions in cervical cancer screening and colposcopy. Therefore, in this mixed methods study we explored perceived pandemic-related practice changes to cervical cancer screenings in federally qualified health centers (FQHCs). Methods Between October 2021 and June 2022, we conducted a national web survey of clinicians (physicians and advanced practice providers) who performed cervical cancer screening in FQHCs in the United States during the post-acute phase of the COVID-19 pandemic, along with a sub-set of qualitative interviews via video conference, to examine perceived changes in cervical cancer screening practices during the pandemic. Results A total of 148 clinicians completed surveys; a subset (n=13) completed qualitative interviews. Most (86%) reported reduced cervical cancer screening early in the pandemic, and 28% reported continued reduction in services at the time of survey completion (October 2021- July 2022). Nearly half (45%) reported staff shortages impacting their ability to screen or track patients. Compared to clinicians in Obstetrics/Gynecology/Women's health, those in family medicine and other specialties more often reported reduced screening compared to pre-pandemic. Most (92%) felt that screening using HPV self-sampling would be very or somewhat helpful to address screening backlogs. Qualitative interviews highlighted the impacts of staff shortages and strategies for improvement. Conclusions Findings highlight that in late 2021 and early 2022, many clinicians in FQHCs reported reduced cervical cancer screening and of pandemic-related staffing shortages impacting screening and follow-up. If not addressed, reduced screenings among underserved populations could worsen cervical cancer disparities in the future. Funding This study was funded by the American Cancer Society, who had no role in the study's design, conduct, or reporting.
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Affiliation(s)
- Lindsay Fuzzell
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Paige Lake
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Naomi C Brownstein
- Medical University of South Carolina, Public Health SciencesCharlestonUnited States
| | - Holly B Fontenot
- University of Hawaii at Manoa, Nancy Atmospera-Walch School of NursingHonoluluUnited States
| | - Ashley Whitmer
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Alexandra Michel
- University of Hawaii at Manoa, Nancy Atmospera-Walch School of NursingHonoluluUnited States
| | - McKenzie McIntyre
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Sarah L Rossi
- Boston University, Chobanian & Avedisian School of MedicineBostonUnited States
| | - Sidika Kajtezovic
- Boston University, Chobanian & Avedisian School of MedicineBostonUnited States
| | - Susan T Vadaparampil
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
- H. Lee Moffitt Cancer Center & Research Institute, Office of Community Outreach, Engagement, and EquityTampaUnited States
| | - Rebecca Perkins
- Boston University, Chobanian & Avedisian School of MedicineBostonUnited States
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Abstract
This chapter provides an overview of anal cancer and contemporary approaches for anal precancer detection, beginning with a discussion of the biology and natural history of anal squamous cell carcinoma, the predominant human papillomavirus -associated histologic subtype of anal cancer. This section is followed by a description of the epidemiology of anal cancer, including trends in incidence and mortality, a discussion of populations with elevated risk for anal cancer and an overview of associated risk factors. The remainder of the chapter provides the most up-to-date evidence on tools and approaches for anal cancer prevention, screening, and early detection; including, the role of human papillomavirus vaccination for primary prevention; anal cytology, high resolution anoscopy and novel biomarkers for secondary prevention; and digital anal-rectal examination for early detection.
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Affiliation(s)
- Camryn M Cohen
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, Maryland
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Vadaparampil ST, Fuzzell LN, Brownstein NC, Fontenot HB, Lake P, Michel A, McIntyre M, Whitmer A, Perkins RB. A cross-sectional survey examining clinician characteristics, practices, and attitudes associated with adoption of the 2019 American Society for Colposcopy and Cervical Pathology risk-based management consensus guidelines. Cancer 2023; 129:2671-2684. [PMID: 37221653 DOI: 10.1002/cncr.34838] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 04/13/2023] [Accepted: 04/18/2023] [Indexed: 05/25/2023]
Abstract
BACKGROUND The 2019 American Society for Colposcopy and Cervical Pathology (ASCCP) risk-based management consensus guidelines are the most recent national guidelines for the management of abnormal cervical cancer screening tests. These guidelines benefit patients by concentrating testing and treatment in those at highest cervical cancer risk. Adoption of guidelines often occurs slowly, with few studies examining the factors associated with guideline-adherent management of abnormal results. METHODS To elucidate the factors associated with the use of the 2019 ASCCP guidelines among clinicians who perform cervical cancer screening, physicians and advanced practice professionals who perform cervical cancer screening were cross-sectionally surveyed. Clinicians responded to screening vignettes with differing recommendations for management between the 2019 and prior management guidelines. Screening vignette 1 involved reduction of invasive testing on a low-risk patient; screening vignette 2 involved increased surveillance testing on a high-risk patient. Binomial logistic regression models determined the factors associated with the use of the 2019 guidelines. RESULTS A total of 1251 clinicians participated from across the United States. For screening vignettes 1 and 2, guideline-adherent responses were given by 28% and 36% of participants, respectively. Management recommendations differed by specialty and were incorrect in different situations: there was inappropriate invasive testing by obstetrics and gynecology physicians (vignette 1) and inappropriate discontinuation of screening by family and internal medicine physicians (vignette 2). Regardless of their chosen response, over half erroneously believed they were guideline adherent. CONCLUSIONS Many clinicians who believe they are following appropriate guidelines may not realize their management strategy is inconsistent with the 2019 guidelines. Education initiatives tailored to clinician specialty could address the understanding of current guidelines, encourage the use of updated guidelines, maximize patient benefits, and minimize harms. PLAIN LANGUAGE SUMMARY The 2019 American Society for Colposcopy and Cervical Pathology risk-based management consensus guidelines are the most recent national guidelines for abnormal cervical cancer screening test management. We surveyed over 1200 obstetrics and gynecology (OB/GYN), family medicine, and internal medicine physicians and advanced practice providers about their screening and abnormal results follow-up practices in relation to guidelines. Few clinicians are following the 2019 guidelines. Management recommendations differed by clinician specialty and were incorrect in different situations: there was inappropriate invasive testing by OB/GYN physicians and inappropriate screening discontinuation by family and internal medicine physicians. Education tailored by clinician specialty could address the understanding of current guidelines, encourage the use of updated guidelines, maximize patient benefits, and minimize harms.
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Affiliation(s)
- Susan T Vadaparampil
- Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
- Office of Community Outreach, Engagement, and Equity, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Lindsay N Fuzzell
- Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Naomi C Brownstein
- Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Holly B Fontenot
- Nancy Atmospera-Walch School of Nursing, University of Hawaii at Manoa, Honolulu, Hawaii, USA
| | - Paige Lake
- Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Alexandra Michel
- Nancy Atmospera-Walch School of Nursing, University of Hawaii at Manoa, Honolulu, Hawaii, USA
| | - McKenzie McIntyre
- Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Ashley Whitmer
- Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Rebecca B Perkins
- Chobanian & Avedisian School of Medicine, Boston University, Boston, Massachusetts, USA
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Fuzzell L, Brownstein NC, Fontenot HB, Lake PW, Michel A, Whitmer A, Rossi SL, McIntyre M, Vadaparampil ST, Perkins RB. Examining the association of clinician characteristics with perceived changes in cervical cancer screening and colposcopy practice during the COVID-19 pandemic: a mixed methods assessment. eLife 2023; 12:e85682. [PMID: 37656169 PMCID: PMC10473834 DOI: 10.7554/elife.85682] [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] [Received: 12/20/2022] [Accepted: 08/07/2023] [Indexed: 09/02/2023] Open
Abstract
Background The COVID-19 pandemic led to reductions in cervical cancer screening and colposcopy. Therefore, in this mixed method study we explored perceived pandemic-related practice changes to cervical cancer screenings and colposcopies. Methods In 2021, a national sample of 1251 clinicians completed surveys, including 675 clinicians who performed colposcopy; a subset (n=55) of clinicians completed qualitative interviews. Results Nearly half of all clinicians reported they were currently performing fewer cervical cancer screenings (47%) and colposcopies (44% of those who perform the procedure) than before the pandemic. About one-fifth (18.6%) of colposcopists reported performing fewer LEEPs than prior to the pandemic. Binomial regression analyses indicated that older, as well as internal medicine and family medicine clinicians (compared to OB-GYNs), and those practicing in community health centers (compared to private practice) had higher odds of reporting reduced screening. Among colposcopists, internal medicine physicians and those practicing in community health centers had higher odds of reporting reduced colposcopies. Qualitative interviews highlighted pandemic-related care disruptions and lack of tracking systems to identify overdue screenings. Conclusions Reductions in cervical cancer screening and colposcopy among nearly half of clinicians more than 1 year into the pandemic raise concerns that inadequate screening and follow-up will lead to future increases in preventable cancers. Funding This study was funded by the American Cancer Society, who had no role in the study's design, conduct, or reporting.
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Affiliation(s)
- Lindsay Fuzzell
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | | | - Holly B Fontenot
- University of Hawaii at Manoa, Nancy Atmospera-Walch School of NursingHonoluluUnited States
| | - Paige W Lake
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Alexandra Michel
- University of Hawaii at Manoa, Nancy Atmospera-Walch School of NursingHonoluluUnited States
| | - Ashley Whitmer
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Sarah L Rossi
- Boston University, Chobanian & Avedisian School of MedicineBostonUnited States
| | - McKenzie McIntyre
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
| | - Susan T Vadaparampil
- H. Lee Moffitt Cancer Center & Research Institute, Health Outcomes and BehaviorTampaUnited States
- H. Lee Moffitt Cancer Center & Research Institute, Office of Community Outreach, Engagement, and EquityTampaUnited States
| | - Rebecca B Perkins
- Boston University, Chobanian & Avedisian School of MedicineBostonUnited States
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Clarke MA. HPV Testing and its Role in Cervical Cancer Screening. Clin Obstet Gynecol 2023; 66:448-469. [PMID: 37650662 DOI: 10.1097/grf.0000000000000793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
The recognition that persistent infection with carcinogenic human papillomavirus (HPV) is a necessary cause of cervical precancer and cancer has led to the introduction of HPV testing into cervical cancer screening, either as a primary screening test or in conjunction with cervical cytology (i.e., co-testing). HPV testing has much higher sensitivity for detection of cervical precancer and provides greater long-term reassurance if negative compared to cytology. However, most HPV infections are transient, and do not progress to invasive cancer, thus triage tests are required to identify individuals who should be referred to colposcopy for diagnostic evaluation. This chapter begins with a description of the biology, natural history, and epidemiology of HPV as a foundation for understanding the role of HPV in cervical carcinogenesis. This section is followed by a detailed discussion regarding the introduction of HPV-based testing and triage into cervical cancer screening and management. Summarized triage tests include cervical cytology, HPV genotyping, p16/Ki-67 dual stain, and HPV and cellular methylation markers. The final section of this chapter includes an important discussion on cervical cancer disparities, particularly within the United States, followed by concluding remarks.
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Affiliation(s)
- Megan A Clarke
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, Maryland
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Chaiwongkot A, Buranapraditkun S, Oranratanaphan S, Chuen-Im T, Kitkumthorn N. Efficiency of CIN2+ Detection by Thyrotropin-Releasing Hormone (TRH) Site-Specific Methylation. Viruses 2023; 15:1802. [PMID: 37766209 PMCID: PMC10535538 DOI: 10.3390/v15091802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/19/2023] [Accepted: 08/22/2023] [Indexed: 09/29/2023] Open
Abstract
Cervical cancer screening typically involves a Pap smear combined with high-risk human papillomavirus (hr-HPV) detection. Women with hr-HPV positivity but normal cytology, as well as those with precancerous abnormal cytology, such as low-grade squamous intraepithelial lesions (LSIL) and high-grade SIL (HSIL), are referred for colposcopy and histology examination to identify abnormal lesions, such as cervical intraepithelial neoplasia (CIN) and cervical cancer. However, in order to enhance the accuracy of detection, bioinformatics analysis of a microarray database was performed, which identified cg01009664, a methylation marker of the thyrotropin-releasing hormone (TRH). Consequently, a real-time PCR assay was developed to distinguish CIN2+ (CIN2, CIN3, and cervical cancer) from CIN2- (CIN1 and normal cervical epithelia). The real-time PCR assay utilized specific primers targeting methylated cg01009664 sites, whereas an unmethylated reaction was used to check the DNA quality. A cut-off value for the methylated reaction of Ct < 33 was established, resulting in improved precision in identifying CIN2+. In the first cohort group, the assay demonstrated a sensitivity of 93.7% and a specificity of 98.6%. In the cytology samples identified as atypical squamous cells of undetermined significance (ASC-US) and LSIL, the sensitivity and specificity for detecting CIN2+ were 95.0% and 98.9%, respectively. However, when self-collected samples from women with confirmed histology were tested, the sensitivity for CIN2+ detection dropped to 49.15%, while maintaining a specificity of 100%. Notably, the use of clinician-collected samples increased the sensitivity of TRH methylation testing. TRH methylation analysis can effectively identify women who require referral for colposcopy examinations, aiding in the detection of CIN2+.
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Affiliation(s)
- Arkom Chaiwongkot
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand;
- Center of Excellence in Applied Medical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Supranee Buranapraditkun
- King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand;
- Division of Allergy and Clinical Immunology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
- Center of Excellence in Vaccine Research and Development (Chula Vaccine Research Center-(Chula VRC)), Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Shina Oranratanaphan
- Department of Obstetrics and Gynecology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand;
| | - Thanaporn Chuen-Im
- Department of Microbiology, Faculty of Science, Silpakorn University, Nakhon Pathom 73000, Thailand;
| | - Nakarin Kitkumthorn
- Department of Oral Biology, Faculty of Dentistry, Mahidol University, Bangkok 10400, Thailand
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Wu S, Chalela P, Ramirez AG. Changes in knowledge and awareness for a community-based cancer screening educational program. Arch Public Health 2023; 81:130. [PMID: 37438840 DOI: 10.1186/s13690-023-01144-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 06/30/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Cervical cancer (CC), colorectal cancer (CRC), and breast cancer (BC) are diseases that can be prevented/detected through early test. Through educational programs, individuals can become better informed about these cancers and understand the importance of screening and early detection. However, many people, especially low-income, low-educated, uninsured minority population groups, do not have their cancer screenings at the recommended intervals and do not receive appropriate and timely follow-up of abnormal screening results or timely treatment after diagnosis. A community-based educational program was developed to improve knowledge and awareness toward the screening of the three cancer types in a South Texas underserved population. METHODS Residents living in Laredo, Texas were invited to participate in the present educational program. From January 2020 to April 2021, participants were recruited using social media and flyer distributions in the general community. Participants received a free live web cancer education presentation delivered by bilingual community health educators, and online pre- and post-education surveys for CC, CRC, and BC separately. Pre-post changes in knowledge for individual items were compared using McNemar's chi-squared tests. RESULTS Overall, the participants showed increases in CC (n = 237), CRC (n = 59), and BC (n = 56) screening knowledge and awareness after receiving the cancer screening education (Ps < 0.05). After receiving the cancer screening education, 85-97% of participants had an intent to talk to a healthcare provider about CC/CRC/BC screening, 88-97% had an intent to get a CC/CRC/BC screening test in the next 12 months or at the next routine appointment, and 90-97% had an intent to talk about CC/CRC/BC with their family members or friends. CONCLUSIONS A community-based educational program culturally and linguistically tailored help increase knowledge and awareness about cervical, colorectal, and breast cancer screening, and promote positive changes in population's knowledge and awareness about the benefits of cancer screening. Future cancer screening educational programs in similar populations are warranted to reduce the risk of cervical, colorectal, and breast cancer.
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Affiliation(s)
- Shenghui Wu
- Department of Public Health and Exercise Science, Beaver College of Health Sciences, Appalachian State University, Boone, NC, 28607, USA.
| | - Patricia Chalela
- Institute for Health Promotion Research, Department of Population Health Sciences, UT Health San Antonio, San Antonio, 78229, USA
| | - Amelie G Ramirez
- Institute for Health Promotion Research, Department of Population Health Sciences, UT Health San Antonio, San Antonio, 78229, USA
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Vora KS, Saiyed S, Joshi R, Natesan S. Prevalence of high-risk HPV among marginalized urban women in India and its implications on vaccination: A cross sectional study. Int J Gynaecol Obstet 2023; 162:176-182. [PMID: 36048414 DOI: 10.1002/ijgo.14428] [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] [Received: 05/25/2022] [Revised: 08/04/2022] [Accepted: 08/31/2022] [Indexed: 11/10/2022]
Abstract
OBJECTIVE To discover the prevalence and distribution of high-risk human papilloma virus (HPV) subtypes in urban slums and their implications. METHODS A cross-sectional study was performed to discover prevalence and distribution of high-risk HPV subtypes. We screened 956 women. Data were analyzed using SPSS v.25. Inclusion criterion was married women between 30 and 45 years of age. Exclusion criteria were women with known cervical cancer at the time of the survey or those who had undergone hysterectomy. RESULTS Of the women, 32.47% were HPV positive and of these, about 84.50% were positive for high-risk HPV. HPV type 6 (HPV 6) and HPV 11 were not seen in the population. After HPV 16 and HPV 18, type 58 was the most common variant seen in our study. Currently-used vaccines in India do not cover HPV 58. CONCLUSION Knowing and understanding the distribution of high-risk HPV are necessary for an effective strategy to eliminate cervical cancer from India. Deoxyribonucleic acid-based HPV screening is a useful method along with vaccination to prevent cervical cancer.
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Affiliation(s)
| | - Shahin Saiyed
- Indian Institute of Public Health Gandhinagar, Gandhinagar, India
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Dicu-Andreescu IG, Marincaș AM, Ungureanu VG, Ionescu SO, Prunoiu VM, Brătucu E, Simion L. Current Therapeutic Approaches in Cervical Cancer Based on the Stage of the Disease: Is There Room for Improvement? MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1229. [PMID: 37512041 PMCID: PMC10384945 DOI: 10.3390/medicina59071229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 06/19/2023] [Accepted: 06/28/2023] [Indexed: 07/30/2023]
Abstract
Cervical cancer continues to be among the most common malignancies in women, and in recent decades, important measures have been taken to reduce its incidence. The first and most important steps to achieve this goal are oriented toward prevention through screening programs and vaccination, mainly against oncogenic human papillomavirus (HPV) strains 16 and 18. The therapeutic approach is based on the diagnosis and treatment guidelines for cervical cancer, which establish for each stage (FIGO, TNM) specific conduct. These guidelines summarize quite precisely the elements of therapeutic practice, but, in some places, they leave optional variants based on which nuanced approaches could be established. Adherence to these guidelines, which include the performing of minor or major surgery, with or without chemotherapy and radiation therapy, combined with advanced imaging investigations, has been able to lead to a substantial increase in survival. The purpose of this literature review is to discuss the diagnosis and treatment options in cervical cancer depending on the histological type, FIGO staging, and patient performance index, taking into account the hospital resources available in middle-income countries (percentage of gross domestic product allocated to health services around 5.5%, in the case of Romania).
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Affiliation(s)
- Irinel-Gabriel Dicu-Andreescu
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
- Department of Oncological Surgery, Oncological Institute "Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Augustin-Marian Marincaș
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
- Department of Oncological Surgery, Oncological Institute "Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Victor-Gabriel Ungureanu
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
| | - Sînziana-Octavia Ionescu
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
- Department of Oncological Surgery, Oncological Institute "Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Virgiliu-Mihail Prunoiu
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
- Department of Oncological Surgery, Oncological Institute "Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Eugen Brătucu
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
- Department of Oncological Surgery, Oncological Institute "Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Laurențiu Simion
- Clinical Department No 10, General Surgery, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania
- Department of Oncological Surgery, Oncological Institute "Alexandru Trestioreanu", 022328 Bucharest, Romania
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Parisi F, Fonti N, Millanta F, Freer G, Pistello M, Poli A. Exploring the link between viruses and cancer in companion animals: a comprehensive and comparative analysis. Infect Agent Cancer 2023; 18:40. [PMID: 37386451 DOI: 10.1186/s13027-023-00518-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 06/16/2023] [Indexed: 07/01/2023] Open
Abstract
Currently, it is estimated that 15% of human neoplasms globally are caused by infectious agents, with new evidence emerging continuously. Multiple agents have been implicated in various forms of neoplasia, with viruses as the most frequent. In recent years, investigation on viral mechanisms underlying tumoral transformation in cancer development and progression are in the spotlight, both in human and veterinary oncology. Oncogenic viruses in veterinary medicine are of primary importance not only as original pathogens of pets, but also in the view of pets as models of human malignancies. Hence, this work will provide an overview of the main oncogenic viruses of companion animals, with brief notes of comparative medicine.
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Affiliation(s)
- Francesca Parisi
- Dipartimento di Scienze Veterinarie, Università di Pisa, Viale delle Piagge, 2, 56124, Pisa, Italy.
| | - Niccolò Fonti
- Dipartimento di Scienze Veterinarie, Università di Pisa, Viale delle Piagge, 2, 56124, Pisa, Italy
| | - Francesca Millanta
- Dipartimento di Scienze Veterinarie, Università di Pisa, Viale delle Piagge, 2, 56124, Pisa, Italy
| | - Giulia Freer
- Dipartimento di Ricerca Traslazionale e delle Nuove Tecnologie in Medicina e Chirurgia, Università di Pisa, Via Risorgimento, 36, 56126, Pisa, Italy
| | - Mauro Pistello
- Dipartimento di Ricerca Traslazionale e delle Nuove Tecnologie in Medicina e Chirurgia, Università di Pisa, Via Risorgimento, 36, 56126, Pisa, Italy
| | - Alessandro Poli
- Dipartimento di Scienze Veterinarie, Università di Pisa, Viale delle Piagge, 2, 56124, Pisa, Italy
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Kundrod KA, Barra M, Wilkinson A, Smith CA, Natoli ME, Chang MM, Coole JB, Santhanaraj A, Lorenzoni C, Mavume C, Atif H, Montealegre JR, Scheurer ME, Castle PE, Schmeler KM, Richards-Kortum RR. An integrated isothermal nucleic acid amplification test to detect HPV16 and HPV18 DNA in resource-limited settings. Sci Transl Med 2023; 15:eabn4768. [PMID: 37343083 PMCID: PMC10566637 DOI: 10.1126/scitranslmed.abn4768] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 06/01/2023] [Indexed: 06/23/2023]
Abstract
High-risk human papillomavirus (HPV) DNA testing is widely acknowledged as the most sensitive cervical cancer screening method but has limited availability in resource-limited settings, where the burden of cervical cancer is highest. Recently, HPV DNA tests have been developed for use in resource-limited settings, but they remain too costly for widespread use and require instruments that are often limited to centralized laboratories. To help meet the global need for low-cost cervical cancer screening, we developed a prototype, sample-to-answer, point-of-care test for HPV16 and HPV18 DNA. Our test relies on isothermal DNA amplification and lateral flow detection, two technologies that reduce the need for complex instrumentation. We integrated all test components into a low-cost, manufacturable platform, and performance of the integrated test was evaluated with synthetic samples, provider-collected clinical samples in a high-resource setting in the United States, and self-collected clinical samples in a low-resource setting in Mozambique. We demonstrated a clinically relevant limit of detection of 1000 HPV16 or HPV18 DNA copies per test. The test requires six user steps, yields results in 45 min, and can be performed using a benchtop instrument and minicentrifuge by minimally trained personnel. The projected per-test cost is <$5, and the projected instrumentation cost is <$1000. These results show the feasibility of a sample-to-answer, point-of-care HPV DNA test. With the inclusion of other HPV types, this test has the potential to fill a critical gap for decentralized and globally accessible cervical cancer screening.
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Affiliation(s)
- Kathryn A Kundrod
- Department of Bioengineering, Rice University, Houston, TX, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Maria Barra
- Department of Bioengineering, Rice University, Houston, TX, USA
| | | | - Chelsey A Smith
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Mary E Natoli
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Megan M Chang
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Jackson B Coole
- Department of Bioengineering, Rice University, Houston, TX, USA
| | | | - Cesaltina Lorenzoni
- Ministério da Saúde de Moçambique (MISAU), Hospital Central de Maputo, Hospital Geral de Mavalane, Universidade Eduardo Mondlane (UEM), Maputo, Mozambique
| | - Celda Mavume
- Ministério da Saúde de Moçambique (MISAU), Hospital Central de Maputo, Hospital Geral de Mavalane, Universidade Eduardo Mondlane (UEM), Maputo, Mozambique
| | - Hira Atif
- Ministério da Saúde de Moçambique (MISAU), Hospital Central de Maputo, Hospital Geral de Mavalane, Universidade Eduardo Mondlane (UEM), Maputo, Mozambique
| | | | - Michael E Scheurer
- Department of Pediatrics-Hematology/Oncology, Baylor College of Medicine, Houston, TX, USA
| | - Philip E Castle
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Cancer Prevention, National Cancer Institute, Rockville, MD, USA
| | - Kathleen M Schmeler
- Department of Gynecologic Oncology & Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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de Waard J, Bhattacharya A, de Boer MT, van Hemel BM, Esajas MD, Vermeulen KM, de Bock GH, Schuuring E, Wisman GBA. Identification of a methylation panel as an alternative triage to detect CIN3+ in hrHPV-positive self-samples from the population-based cervical cancer screening programme. Clin Epigenetics 2023; 15:103. [PMID: 37322534 PMCID: PMC10273737 DOI: 10.1186/s13148-023-01517-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 06/03/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND The Dutch population-based cervical cancer screening programme (PBS) consists of primary high-risk human papilloma virus (hrHPV) testing with cytology as triage test. In addition to cervical scraping by a general practitioner (GP), women are offered self-sampling to increase participation. Because cytological examination on self-sampled material is not feasible, collection of cervical samples from hrHPV-positive women by a GP is required. This study aims to design a methylation marker panel to detect CIN3 or worse (CIN3+) in hrHPV-positive self-samples from the Dutch PBS as an alternative triage test for cytology. METHODS Fifteen individual host DNA methylation markers with high sensitivity and specificity for CIN3+ were selected from literature and analysed using quantitative methylation-specific PCR (QMSP) on DNA from hrHPV-positive self-samples from 208 women with CIN2 or less (< CIN2) and 96 women with CIN3+. Diagnostic performance was determined by area under the curve (AUC) of receiver operating characteristic (ROC) analysis. Self-samples were divided into a train and test set. Hierarchical clustering analysis to identify input methylation markers, followed by model-based recursive partitioning and robustness analysis to construct a predictive model, was applied to design the best marker panel. RESULTS QMSP analysis of the 15 individual methylation markers showed discriminative DNA methylation levels between < CIN2 and CIN3+ for all markers (p < 0.05). The diagnostic performance analysis for CIN3+ showed an AUC of ≥ 0.7 (p < 0.001) for nine markers. Hierarchical clustering analysis resulted in seven clusters with methylation markers with similar methylation patterns (Spearman correlation> 0.5). Decision tree modeling revealed the best and most robust panel to contain ANKRD18CP, LHX8 and EPB41L3 with an AUC of 0.83 in the training set and 0.84 in the test set. Sensitivity to detect CIN3+ was 82% in the training set and 84% in the test set, with a specificity of 74% and 71%, respectively. Furthermore, all cancer cases (n = 5) were identified. CONCLUSION The combination of ANKRD18CP, LHX8 and EPB41L3 revealed good diagnostic performance in real-life self-sampled material. This panel shows clinical applicability to replace cytology in women using self-sampling in the Dutch PBS programme and avoids the extra GP visit after a hrHPV-positive self-sampling test.
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Affiliation(s)
- J de Waard
- Department of Gynaecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO-Box 30001, 9700 RB, Groningen, The Netherlands
| | - A Bhattacharya
- Department of Medical Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - M T de Boer
- Department of Gynaecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO-Box 30001, 9700 RB, Groningen, The Netherlands
| | - B M van Hemel
- Department of Pathology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - M D Esajas
- Department of Obstetrics and Gynaecology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - K M Vermeulen
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - G H de Bock
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - E Schuuring
- Department of Pathology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - G B A Wisman
- Department of Gynaecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO-Box 30001, 9700 RB, Groningen, The Netherlands.
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Caeiro V, Esteves B, Fonseca-Moutinho J. HPV testing for cervical cancer screening: Should reflex cytology be performed after a positive test for HPV 16 and 18? Cancer Treat Res Commun 2023; 36:100729. [PMID: 37352587 DOI: 10.1016/j.ctarc.2023.100729] [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: 12/26/2022] [Revised: 05/29/2023] [Accepted: 06/08/2023] [Indexed: 06/25/2023]
Abstract
At Portuguese-organized cervical cancer (CC) screening programs, all women testing positive for human papillomavirus (HPV) 16 and/or 18 are referred for immediate colposcopy. This study aimed to evaluate the utility of reflex cytology in women who test positive for HPV 16 and/or 18 to improve the efficiency of CC screening. A cross-sectional and retrospective study was performed based on data from the routine CC screening protocol in force at Cova da Beira University Hospital Center, Portugal between August 2012 and June 2021. The screening method was the Cobas 4800 HPV test using the liquid medium Surepath. In all the selected cases, the patient's HPV test results and the cytology and histology findings of the biopsies obtained using colposcopy were analyzed. This study included 339 women who first tested positive for HPV 16 and/or 18 and were referred for immediate colposcopy, in whom 40 (11.8%) cases of high-grade squamous intraepithelial lesion (HSIL+) were diagnosed. Of these, 12 (30%) had reflex cytology negative for intraepithelial lesion or malignancy (NILM) and 14 (35%) had HSIL+ cytology. After 3 years, 14 (9.3%) of the 150 women who were still undergoing follow-up were diagnosed with histologic HSIL+ lesions, of which 5 (35.7%) had baseline NILM cytology. Despite the small sample, the results of this study allow us to conclude that reflex cytology is not useful for discrimination to immediate referral for colposcopy in women who test positive for HPV 16 and/or 18, as most women with a histologic diagnosis of an HSIL+ lesion had
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Affiliation(s)
- Vitor Caeiro
- Health Sciences Research Centre (CICS), Faculty of Health Sciences, University of Beira Interior (UBI), Covilhã, Portugal.
| | - Bruno Esteves
- Clinical Pathology at Cova da Beira University Hospital Center (CHUCB), Covilhã, Portugal
| | - José Fonseca-Moutinho
- Health Sciences Research Centre (CICS), Faculty of Health Sciences, University of Beira Interior (UBI), Covilhã, Portugal
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Zigras T, Mayrand MH, Bouchard C, Salvador S, Eiriksson L, Almadin C, Kean S, Dean E, Malhotra U, Todd N, Fontaine D, Bentley J. Canadian Guideline on the Management of a Positive Human Papillomavirus Test and Guidance for Specific Populations. Curr Oncol 2023; 30:5652-5679. [PMID: 37366908 DOI: 10.3390/curroncol30060425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 06/28/2023] Open
Abstract
The purpose of this paper is to provide evidence-based guidance on the management of a positive human papilloma virus (HPV) test and to provide guidance around screening and HPV testing for specific patient populations. The guideline was developed by a working group in collaboration with the Gynecologic Oncology Society of Canada (GOC), Society of Colposcopists of Canada (SCC), and the Canadian Partnership Against Cancer. The literature informing these guidelines was obtained through a systematic review of relevant literature by a multi-step search process led by an information specialist. The literature was reviewed up to July 2021 with manual searches of relevant national guidelines and more recent publications. The quality of the evidence and strength of recommendations were developed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) framework. The intended users of this guideline include primary care providers, gynecologists, colposcopists, screening programs, and healthcare facilities. The implementation of the recommendations will ensure an optimum implementation of HPV testing with a focus on the management of positive results. Recommendations for appropriate care for underserved and marginalized groups are made.
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Affiliation(s)
- Tiffany Zigras
- Trillium Health Partners, Department of Obstetrics and Gynecology, University of Toronto, Toronto, ON M5G 1E2, Canada
| | - Marie-Hélène Mayrand
- Département d'obstétrique-gynécologie, Université de Montréal, Montreal, QC H3C 3J7, Canada
| | - Celine Bouchard
- Clinique de Researche en Sante des femmes, Quebec City, QC G1V 3M7, Canada
| | - Shannon Salvador
- Department of Obstetrics and Gynecology, McGill University, Montreal, QC H3A 0G4, Canada
| | - Lua Eiriksson
- Department of Obstetrics and Gynecology, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Chelsea Almadin
- Health Innovation and Evaluation Hub, University of Montreal Hospital Research Centre, Montreal, QC H3Z 2H5, Canada
| | - Sarah Kean
- Department of Obstetrics, Gynecology and Reproductive Sciences, Winnipeg, MB R3J 3T7, Canada
| | - Erin Dean
- Department of Obstetrics, Gynecology and Reproductive Sciences, Winnipeg, MB R3J 3T7, Canada
| | - Unjali Malhotra
- Office of the Chief Medical Officer, First Nations Health Authority, West Vancouver, BC V7T 1A2, Canada
| | - Nicole Todd
- Department of Obstetrics and Gynecology UBC, Vancouver, BC V5Z 4E1, Canada
| | - Daniel Fontaine
- Department of Pathology and Laboratory Medicine, Valley Regional Hospital, Kentville, NS B4N 5E3, Canada
| | - James Bentley
- Department of Obstetrics and Gynecology, Dalhousie University, Halifax, NS B3H 4R2, Canada
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Fantin C, Freitas JB, Teles HFM, Oliveira BAS, Brito DV. High prevalence of HPV 18 and multiple infections with oncogenic HPV genotypes in women at risk of cervical cancer examined in Manaus, Brazil. Braz J Med Biol Res 2023; 56:e12720. [PMID: 37255098 DOI: 10.1590/1414-431x2023e12720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 03/26/2023] [Indexed: 06/01/2023] Open
Abstract
Cervical cancer is a serious public health problem in Brazil, especially in Manaus (Amazonas), the city with the highest incidence rate of cervical cancer in the country. Persistent infection with oncogenic human papillomavirus (HPV) genotypes is the cause of disease development. The aim of this study was to investigate the prevalence of oncogenic genotypes in women at high risk for cervical precancer examined in two policlinics in Manaus. One hundred and two patients who underwent colposcopy took part in the research. The DNA samples obtained from the cervical epithelium were analyzed by PCR with type-specific primers for the detection of eight oncogenic genotypes, which were chosen based on previous studies. The presence of HPV virus was detected in all samples. The most prevalent oncogenic genotypes were 18 (47.1%) and 16 (45.1%). Interestingly, HPV 18 was considered uncommon in this region. In addition to these, genotypes 31 (19.6%), 58 (19.6%), 33 (18.6%), and 45 (15.7%) also had a relatively high frequency in this population. Fifty-six women (54.9%) had multiple infections with up to five oncogenic types. Also, the presence of genotypes other than 16 and 18 was observed in most samples (57.8%), which also deserves attention since they are not covered by currently available vaccines against HPV in Brazil. The high prevalence and multiple infections with several oncogenic HPV genotypes in association with precursor lesions for cervical cancer highlighted the need to improve strategies to prevent this disease in Amazonas.
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Affiliation(s)
- C Fantin
- Programa de Pós-graduação em Biotecnologia e Recursos Naturais da Amazônia, Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brasil
- Laboratório de Genética Humana, Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brasil
| | - J B Freitas
- Programa de Pós-graduação em Biotecnologia e Recursos Naturais da Amazônia, Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brasil
| | - H F M Teles
- Departmento de Ginecologia e Obstetrícia, Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brasil
| | - B A S Oliveira
- Policlínica João dos Santos Braga, Secretaria de Estado de Saúde do Amazonas, Manaus, AM, Brasil
| | - D V Brito
- Laboratório de Genética Humana, Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brasil
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Chu D, Liu T, Yao Y. Implications of viral infections and oncogenesis in uterine cervical carcinoma etiology and pathogenesis. Front Microbiol 2023; 14:1194431. [PMID: 37293236 PMCID: PMC10244558 DOI: 10.3389/fmicb.2023.1194431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 05/05/2023] [Indexed: 06/10/2023] Open
Abstract
Background Uterine Cervical Carcinoma (UCC) is the most prevalent gynecological malignancy globally, with a rising incidence in recent years. Accumulating evidence indicates that specific viral infections, including human papillomavirus (HPV), Epstein-Barr virus (EBV), Hepatitis B and C viruses (HBV and HCV), and human herpesvirus (HHV), may contribute to UCC development and progression. Understanding the complex interplay between viral infections and UCC risk is crucial for developing novel preventative and therapeutic interventions. Methods This comprehensive review investigates the association between viral infections and UCC risk by examining the roles of various viral pathogens in UCC etiology and pathogenesis, and possible molecular mechanisms. Additionally, we evaluate current diagnostic methods and potential therapeutic strategies targeting viral infections for UCC prevention or treatment. Results The prevention of UCC has been significantly advanced by the emergence of self-sampling for HPV testing as a crucial tool, allowing for early detection and intervention. However, an essential challenge in UCC prevention lies in understanding how HPV and other viral coinfections, including EBV, HBV, HCV, HHV, HIV, or their concurrent presence, may potentially contribute to UCC development. The molecular mechanisms implicated in the association between viral infections and cervical cancer development include: (1) interference of viral oncogenes with cellular regulatory proteins, resulting in uncontrolled cell proliferation and malignant transformation; (2) inactivation of tumor suppressor genes by viral proteins; (3) evasion of host immune responses by viruses; (4) induction of a persistent inflammatory response, contributing to a tumor-promoting microenvironment; (5) epigenetic modifications that lead to aberrant gene expression; (6) stimulation of angiogenesis by viruses; and (7) activation of telomerase by viral proteins, leading to cellular immortalization. Additionally, viral coinfections can also enhance oncogenic potential through synergistic interactions between viral oncoproteins, employ immune evasion strategies, contribute to chronic inflammation, modulate host cellular signaling pathways, and induce epigenetic alterations, ultimately leading to cervical carcinogenesis. Conclusion Recognizing the implications of viral oncogenes in UCC etiology and pathogenesis is vital for addressing the escalating burden of UCC. Developing innovative preventative and therapeutic interventions requires a thorough understanding of the intricate relationship between viral infections and UCC risk.
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Affiliation(s)
- Daming Chu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Tengteng Liu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yuan Yao
- Department of Oncology, The People’s Hospital of Liaoning Province, Shenyang, China
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Morais S, Wissing MD, Khosrow-Khavar F, Burchell AN, Tellier PP, Coutlée F, Waterboer T, El-Zein M, Franco EL. Serologic Response to Human Papillomavirus Genotypes Among Unvaccinated Women: Findings From the HITCH Cohort Study. J Infect Dis 2023; 227:1173-1184. [PMID: 36322543 PMCID: PMC10175069 DOI: 10.1093/infdis/jiac437] [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] [Received: 08/24/2022] [Revised: 10/25/2022] [Accepted: 10/31/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Humoral immune responses may be critical for preventing, controlling, and/or eliminating human papillomavirus (HPV) infection. We analyzed humoral response to natural HPV infection considering phylogenetic relatedness among unvaccinated women. METHODS We included 399 young women attending university/college in Montreal, Canada who were participants of the HITCH cohort. Participants provided blood samples at baseline and 5 follow-up visits. Antibody response to bacterially expressed L1 and E6 glutathione S-transferase (GST) fusion proteins, and virus-like particles (VLP-L1) of Alphapapillomavirus types were measured using multiplex serology. We assessed correlations and associations between HPV types at baseline using Pearson correlation coefficients (r) and univariable linear regressions. RESULTS At baseline, > 40% were seropositive for GST-L1 antibodies of at least 1 HPV type. Strong correlations between GST-L1 were observed for α9 HPV types: 58-52 (r = 0.86), 58-33 (r = 0.75), 33-52 (r = 0.72), and between GST-E6: 52-11 (r = 0.84), 52-18 (r = 0.79), 58-33 (r = 0.78), 35-11 (r = 0.76). HPV16 VLP-L1 moderately explained variability in HPV16 GST-L1 (regression coefficient [b] = 0.38, R2 = 43.1%), and HPV45 GST-L1 in HPV18 GST-L1 (b = 0.68, R2 = 42.8%). GST-E6 antibodies accounted for a low to moderate proportion of variability in HPV16 and HPV18 GST-E6 (R2 = 6.4%-62.2%). CONCLUSIONS Associations between naturally induced HPV-specific antibodies depend on phylogenetic relatedness.
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Affiliation(s)
- Samantha Morais
- Division of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada
| | - Michel D Wissing
- Division of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada
| | | | - Ann N Burchell
- Department of Family and Community Medicine and MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | | | - François Coutlée
- Division of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada
- Laboratoire de Virologie Moléculaire, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, et Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, Québec, Canada
| | - Tim Waterboer
- Infections and Cancer Epidemiology Division, German Cancer Research Center, Heidelberg, Germany
| | - Mariam El-Zein
- Division of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada
| | - Eduardo L Franco
- Division of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada
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Schubert M, Bauerschlag DO, Muallem MZ, Maass N, Alkatout I. Challenges in the Diagnosis and Individualized Treatment of Cervical Cancer. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:925. [PMID: 37241157 PMCID: PMC10224285 DOI: 10.3390/medicina59050925] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023]
Abstract
Cervical cancer is still the fourth most common cancer in women throughout the world; an estimated 604,000 new cases were observed in 2020. Better knowledge of its pathogenesis, gained in recent years, has introduced new preventive and diagnostic approaches. Knowledge of its pathogenesis has made it possible to provide individualized surgical and drug treatment. In industrialized countries, cervical cancer has become a less frequent tumor entity due to the accessibility of the human papilloma virus vaccination, systematic preventive programs/early detection programs, health care infrastructure and the availability of effective therapy options. Nevertheless, globally, neither mortality nor morbidity has been significantly reduced over the past 10 years, and therapy approaches differ widely. The aim of this review is to address recent advances in the prevention, diagnostic investigation and treatment of cervical cancer globally, focusing on advances in Germany, with a view toward providing an updated overview for clinicians. The following aspects are addressed in detail: (a) the prevalence and causes of cervical cancer, (b) diagnostic tools using imaging techniques, cytology and pathology, (c) pathomechanisms and clinical symptoms of cervical cancer and (d) different treatment approaches (pharmacological, surgical and others) and their impact on outcomes.
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Affiliation(s)
- Melanie Schubert
- Department of Obstetrics and Gynecology, University Hospital of Schleswig Holstein, Campus Kiel, 24105 Kiel, Germany
| | - Dirk Olaf Bauerschlag
- Department of Obstetrics and Gynecology, University Hospital of Schleswig Holstein, Campus Kiel, 24105 Kiel, Germany
| | - Mustafa Zelal Muallem
- Department of Gynecology with Center for Oncological Surgery, Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Virchow Campus Clinic, 13353 Berlin, Germany
| | - Nicolai Maass
- Department of Obstetrics and Gynecology, University Hospital of Schleswig Holstein, Campus Kiel, 24105 Kiel, Germany
| | - Ibrahim Alkatout
- Department of Obstetrics and Gynecology, University Hospital of Schleswig Holstein, Campus Kiel, 24105 Kiel, Germany
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Lee D, Lee TS. The Association between Metabolic Syndrome and Epithelial Cell Abnormalities Detected on Pap Smear: A Nationwide Population-Based Study. J Clin Med 2023; 12:jcm12082954. [PMID: 37109290 PMCID: PMC10146183 DOI: 10.3390/jcm12082954] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/09/2023] [Accepted: 04/17/2023] [Indexed: 04/29/2023] Open
Abstract
Several epidemiologic studies have suggested the correlation between metabolic syndrome (MetS) and cervical cancer. The identification of epithelial cell abnormalities through cervical cytology implies lesions that may lead to cervical cancer in the long term, making screening a crucial measure for its prevention. We conducted a case-control study using data from the National Health Screening Programs under the Health Insurance System of South Korea between 2009 and 2017. Among women who underwent a Pap smear during this period, 8,606,394 tests reported negative results for epithelial cell abnormalities (controls, 93.7%), while 580,012 tests reported epithelial cell abnormalities (cases, 6.3%). Of these, the incidence of MetS was significantly higher in the case group, with 21.7% of cases and 18.4% of controls meeting the MetS criteria with p-Value of less than 0.0001; however, the effect size was small with odds ratio of 1.23. Logistic regression analysis revealed increased odds of epithelial cell abnormalities in women with MetS after adjusting for associated risk factors (AOR 1.202, 95% CI 1.195-1.210, p < 0.0001). These findings indicate that women with MetS have an elevated risk of developing epithelial cell abnormalities, reinforcing the importance of regular Pap smear screening to prevent cervical cancer progression in this population.
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Affiliation(s)
- Dayong Lee
- Department of Obstetrics and Gynecology, Seoul Metropolitan Government-SNU Boramae Medical Center, Seoul 07061, Republic of Korea
| | - Taek Sang Lee
- Department of Obstetrics and Gynecology, Seoul Metropolitan Government-SNU Boramae Medical Center, Seoul 07061, Republic of Korea
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Kang Z, Liu J, Ma C, Chen C, Lv X, Chen C. Early screening of cervical cancer based on tissue Raman spectroscopy combined with deep learning algorithms. Photodiagnosis Photodyn Ther 2023; 42:103557. [PMID: 37059161 DOI: 10.1016/j.pdpdt.2023.103557] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 03/30/2023] [Accepted: 04/04/2023] [Indexed: 04/16/2023]
Abstract
Cervical cancer is the most common reproductive malignancy in the female reproductive system. The incidence rate and mortality rate of cervical cancer among women in China are high. In this study, Raman spectroscopy was used to collect tissue sample data from patients with cervicitis, cervical precancerous low-grade lesions, cervical precancerous high-grade lesions, well differentiated squamous cell carcinoma, moderately differentiated squamous cell carcinoma, poorly differentiated squamous cell carcinoma and cervical adenocarcinoma. The collected data were preprocessed using an adaptive iterative reweighted penalized least squares (airPLS) algorithm and derivatives. Convolutional neural network (CNN) and residual neural network (ResNet) classification models were constructed to classify and identify seven types of tissue samples. The attention mechanism efficient channel attention network (ECANet) module and squeeze-and-excitation network (SENet) module were combined with the established CNN and ResNet network models, respectively, to make the models have better diagnostic performance. The results showed that efficient channel attention convolutional neural network (ECACNN) had the best discrimination, and the average accuracy, recall, F1 and AUC values after five cross-validations could reach 94.04%, 94.87%, 94.43% and 96.86%, respectively.
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Affiliation(s)
- Zhenping Kang
- College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China
| | - Jie Liu
- Department of Gynecology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Cailing Ma
- Department of Gynecology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China; State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, People's Republic of China.
| | - Chen Chen
- College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China
| | - Xiaoyi Lv
- College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China
| | - Cheng Chen
- College of Software, Xinjiang University, Urumqi 830046, China.
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48
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Gilham C, Sargent A, Crosbie EJ, Peto J. Long-term risks of invasive cervical cancer following HPV infection: follow-up of two screening cohorts in Manchester. Br J Cancer 2023; 128:1933-1940. [PMID: 36959379 PMCID: PMC10147679 DOI: 10.1038/s41416-023-02227-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 02/15/2023] [Accepted: 03/02/2023] [Indexed: 03/25/2023] Open
Abstract
BACKGROUND Long-term follow-up of large cohorts is needed to determine the effects of HPV and screening on CIN3 (grade 3 cervical intraepithelial neoplasia) and ICC (invasive cervical cancer). METHODS Women were recruited when attending for routine cervical screening in Greater Manchester, UK: 1987-93 for the Manchester Cohort (MC: 47,625 women) and 2001-03 for the ARTISTIC Cohort (AC: 24,496 women). Both were followed through national registration for cancer incidence and mortality to 2020. RESULTS Risk patterns following HPV infection differed for CIN3 and ICC. Risk of ICC in the MC rises for 30 years following a single positive HPV test, reaching 2.5% (95% CI: 1.3-4.5%). A similar pattern was seen in the AC, but the risks of cancer were approximately halved. CIN3 was diagnosed much sooner in the AC due to more efficient cytology. More sensitive HPV testing was able to better predict future risk. CONCLUSION The sensitivity of HPV testing and cytology influences the CIN3 detection rate. Sensitive HPV testing enables effective risk stratification. Increased risk of ICC is observed 15-30 years after HPV infection. Women testing HPV + should be followed until their infection clears. Discharging women from screening programmes whilst they remain HPV + may not be safe, even if cytology and colposcopy tests are normal.
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Affiliation(s)
- Clare Gilham
- London School of Hygiene & Tropical Medicine, London, UK.
| | - Alexandra Sargent
- Cytology Department, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, UK
| | - Emma J Crosbie
- Division of Gynaecology, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
- Division of Cancer Sciences, University of Manchester, Faculty of Biology, Medicine and Health, Manchester, UK
| | - Julian Peto
- London School of Hygiene & Tropical Medicine, London, UK
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Ahmed SR, Befano B, Lemay A, Egemen D, Rodriguez AC, Angara S, Desai K, Jeronimo J, Antani S, Campos N, Inturrisi F, Perkins R, Kreimer A, Wentzensen N, Herrero R, Del Pino M, Quint W, de Sanjose S, Schiffman M, Kalpathy-Cramer J. REPRODUCIBLE AND CLINICALLY TRANSLATABLE DEEP NEURAL NETWORKS FOR CANCER SCREENING. RESEARCH SQUARE 2023:rs.3.rs-2526701. [PMID: 36909463 PMCID: PMC10002800 DOI: 10.21203/rs.3.rs-2526701/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Cervical cancer is a leading cause of cancer mortality, with approximately 90% of the 250,000 deaths per year occurring in low- and middle-income countries (LMIC). Secondary prevention with cervical screening involves detecting and treating precursor lesions; however, scaling screening efforts in LMIC has been hampered by infrastructure and cost constraints. Recent work has supported the development of an artificial intelligence (AI) pipeline on digital images of the cervix to achieve an accurate and reliable diagnosis of treatable precancerous lesions. In particular, WHO guidelines emphasize visual triage of women testing positive for human papillomavirus (HPV) as the primary screen, and AI could assist in this triage task. Published AI reports have exhibited overfitting, lack of portability, and unrealistic, near-perfect performance estimates. To surmount recognized issues, we implemented a comprehensive deep-learning model selection and optimization study on a large, collated, multi-institutional dataset of 9,462 women (17,013 images). We evaluated relative portability, repeatability, and classification performance. The top performing model, when combined with HPV type, achieved an area under the Receiver Operating Characteristics (ROC) curve (AUC) of 0.89 within our study population of interest, and a limited total extreme misclassification rate of 3.4%, on held-aside test sets. Our work is among the first efforts at designing a robust, repeatable, accurate and clinically translatable deep-learning model for cervical screening.
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Affiliation(s)
- Syed Rakin Ahmed
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA 02129, USA
- Harvard Graduate Program in Biophysics, Harvard Medical School, Harvard University, Cambridge, MA 02115, USA
- Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH 02139,USA
| | - Brian Befano
- Information Management Services, Calverton, MD 20705, USA
- University of Washington, Seattle, WA 98195, USA
| | - Andreanne Lemay
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA 02129, USA
- NeuroPoly, Polytechnique Montreal, Montreal, QC H3T 1N8, Canada
| | - Didem Egemen
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Ana Cecilia Rodriguez
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Sandeep Angara
- Computational Health Research Branch, National Library of Medicine, Lister Hill Center, Bethesda, MD 20894
| | - Kanan Desai
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Jose Jeronimo
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Sameer Antani
- Computational Health Research Branch, National Library of Medicine, Lister Hill Center, Bethesda, MD 20894
| | - Nicole Campos
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston MA 02115
| | - Federica Inturrisi
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Rebecca Perkins
- Dept of Obstetrics & Gynecology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118
| | - Aimee Kreimer
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Nicolas Wentzensen
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Rolando Herrero
- Agencia Costarricense de Investigaciones Biomedicas (ACIB), Fundacion INCIENSA, San Jose, Costa Rica
| | | | - Wim Quint
- DDL Diagnostic Laboratory, Rijswijk, The Netherlands
| | - Silvia de Sanjose
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
- ISGlobal, Barcelona, Spain
| | - Mark Schiffman
- Clinical Epidemiology Unit, Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
| | - Jayashree Kalpathy-Cramer
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA 02129, USA
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50
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Qiu F, Ou D, Tan H, Gao Y, Zi D. The circCDK17/miR-122-5p/ASF1B axis regulates the progression of cervical cancer. Histol Histopathol 2023; 38:359-371. [PMID: 36178207 DOI: 10.14670/hh-18-527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
BACKGROUND Cervical cancer (CC) ranks fourth in terms of incidence and fourth in mortality overall in women worldwide. Circular RNAs (circRNAs) have been shown to be involved in the development of CC. However, the function of circRNA cyclin dependent kinase 17 (circCDK17, hsa_circ_0002762) in CC pathogenesis has not been studied. METHODS Quantitative real-time polymerase chain reaction (qRT-PCR) was used to detect the expression of related genes. MTT, thymidine analog 5-ethynyl-2'-deoxyuridine (EdU), flow cytometry, transwell and wound-healing assays were designed to analyze cell proliferation, cell cycle progression, migration and invasion, respectively. Western blot was utilized to examine the protein levels of Cyclin D1, E-cadherin and Vimentin. The relationship between miR-122-5p and circCDK17 or ASF1B was verified by dual-luciferase reporter assay. The xenograft model was established to study the role of circCDK17 in vivo. RESULTS CircCDK17 and anti-silencing function 1B histone chaperone (ASF1B) were highly expressed in CC tissues and cells. Silencing circCDK17 reduced the proliferation, migration and invasion of CC cells. MiR-122-5p was a target of circCDK17. Silencing circCDK17 inhibited the malignant behaviors of CC cells by releasing miR-122-5p. Moreover, ASF1B was a target of miR-122-5p. Overexpression of ASF1B partially restored the inhibitory effects of circCDK17 silencing on cell proliferation, migration and invasion. Animal experiments confirmed the anti-tumor effect of circCDK17 knockdown in vivo. CONCLUSION Our study demonstrates that circCDK17 regulates the expression of ASF1B by miR-122-5p competition and thus promotes the development of CC, providing a novel targeted therapy for CC.
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Affiliation(s)
- Fang Qiu
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Dafen Ou
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Hanxing Tan
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Yan Gao
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Dan Zi
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China.
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