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Javadi K, Ferdosi-Shahandashti E, Rajabnia M, Khaledi M. Vaginal microbiota and gynecological cancers: a complex and evolving relationship. Infect Agent Cancer 2024; 19:27. [PMID: 38877504 PMCID: PMC11179293 DOI: 10.1186/s13027-024-00590-7] [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: 02/17/2024] [Accepted: 06/04/2024] [Indexed: 06/16/2024] Open
Abstract
The vagina hosts a community of microorganisms known as the vaginal microbiota. This community is relatively stable and straightforward, with Lactobacillus species being the most dominant members. The vaginal microbiota has various functions that are essential for maintaining human health and balance. For example, it can metabolise dietary nutrients, produce growth factors, communicate with other bacteria, modulate the immune system, and prevent the invasion of harmful pathogens. When the vaginal microbiota is disrupted, it can lead to diseases and infections. The observed disturbance is distinguished by a reduction in the prevalence of Lactobacillus and a concurrent rise in the number of other bacterial species that exhibit a higher tolerance to low oxygen levels. Gynecologic cancers are a group of cancers that affect the female reproductive organs and tissues, such as the ovaries, uterus, cervix, vagina, vulva, and endometrium. These cancers are a major global health problem for women. Understanding the complex interactions between the host and the vaginal microorganisms may provide new insights into the prevention and treatment of gynecologic cancers. This could improve the quality of life and health outcomes for women.
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Affiliation(s)
- Kasra Javadi
- Department of Microbiology, Faculty of Medicine, Shahed University, Tehran, Iran
| | - Elaheh Ferdosi-Shahandashti
- Biomedical and Microbial Advanced Technologies Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
| | - Mehdi Rajabnia
- Infectious Diseases and Tropical Medicine Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran.
| | - Mansoor Khaledi
- Department of Microbiology and Immunology, School of Medicine, Shahrekord University of Medical Sciences, Shahrekord, Iran.
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2
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Nguyen T, Gundogdu G, Bottini C, Chaudhuri AK, Mauney JR. Evaluation of Bi-layer Silk Fibroin Grafts for Inlay Vaginoplasty in a Rat Model. Tissue Eng Regen Med 2024:10.1007/s13770-024-00653-1. [PMID: 38822221 DOI: 10.1007/s13770-024-00653-1] [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: 03/21/2024] [Revised: 04/24/2024] [Accepted: 05/13/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND Autologous tissues derived from bowel, buccal mucosa and skin are primarily used to repair or replace diseased vaginal segments as well as create neovaginas for male-to-female transgenders. These grafts are often limited by scarce tissue supply, donor site morbidity and post-operative complications. Bi-layer silk fibroin (BLSF) biomaterials represent potential alternatives for vaginoplasty given their structural strength and elasticity, low immunogenicity, and processing flexibility. The goals of the current study were to assess the potential of acellular BLSF scaffolds for vaginal tissue regeneration in respect to conventional small intestinal submucosal (SIS) matrices in a rat model of vaginoplasty. METHODS Inlay vaginoplasty was performed with BLSF and SIS scaffolds (N = 21 per graft) in adult female rats for up to 2 months of implantation. Nonsurgical controls (N = 4) were investigated in parallel. Outcome analyses included histologic, immunohistochemical and histomorphometric evaluations of wound healing patterns; µ-computed tomography (CT) of vaginal continuity; and breeding assessments. RESULTS Animals in both scaffold cohorts exhibited 100% survival rates with no severe post-operative complications. At 2 months post-op, µ-CT analysis revealed normal vaginal anatomy and continuity in both graft groups similar to controls. In parallel, BLSF and SIS grafts also induced comparable constructive remodeling patterns and were histologically equivalent in their ability to support formation of vascularized vaginal neotissues with native tissue architecture, however with significantly less smooth muscle content. Vaginal tissues reconstructed with both implants were capable of supporting copulation, pregnancy and similar amounts of live births. CONCLUSIONS BLSF biomaterials represent potential "off-the-shelf" candidates for vaginoplasty.
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Affiliation(s)
- Travis Nguyen
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA
| | - Gokhan Gundogdu
- Department of Urology, University of California, Irvine, Building 55, 101 The City Drive South., Rm. 300, Orange, CA, USA
| | - Christina Bottini
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA
| | - Ambika K Chaudhuri
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA
| | - Joshua R Mauney
- Department of Urology, University of California, Irvine, Building 55, 101 The City Drive South., Rm. 300, Orange, CA, USA.
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA.
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Nousiopoulou E, Vrettou K, Damaskos C, Garmpis N, Garmpi A, Tsikouras P, Nikolettos N, Nikolettos K, Psilopatis I. The Role of Urothelial Cancer-Associated 1 in Gynecological Cancers. Curr Issues Mol Biol 2024; 46:2772-2797. [PMID: 38534790 DOI: 10.3390/cimb46030174] [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: 02/19/2024] [Revised: 03/19/2024] [Accepted: 03/20/2024] [Indexed: 03/28/2024] Open
Abstract
Gynecological cancers (GC) represent some of the most frequently diagnosed malignancies in women worldwide. Long-non-coding RNAs (lncRNAs) are regulatory RNAs increasingly being recognized for their role in tumor progression and metastasis in various cancers. Urothelial cancer-associated 1 (UCA1) is a lncRNA, first found deregulated in bladder cancer, and many studies have exposed its oncogenic effects in more tumors since. However, the role of UCA1 in gynecological malignancies is still unclear. This review aims to analyze and define the role of UCA1 in GC, in order to identify its potential use as a diagnostic, prognostic, or therapeutic biomarker of GC. By employing the search terms "UCA1", "breast cancer", "endometrial cancer", "ovarian cancer", "cervical cancer", "vaginal cancer", and "vulvar cancer" in the PubMed database for the literature review, we identified a total of sixty-three relevant research articles published between 2014 and 2024. Although there were some opposing results, UCA1 was predominantly found to be upregulated in most of the breast, endometrial, ovarian, cervical, and vulvar cancer cells, tissue samples, and mouse xenograft models. UCA1 overexpression mainly accounts for enhanced tumor proliferation and increased drug resistance, while also being associated with some clinicopathological features, such as a high histological grade or poor prognosis. Nonetheless, no reviews were identified about the involvement of UCA1 in vaginal carcinogenesis. Therefore, further clinical trials are required to explore the role of UCA1 in these malignancies and, additionally, examine its possible application as a target for upcoming treatments, or as a novel biomarker for GC diagnosis and prognosis.
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Affiliation(s)
- Eleni Nousiopoulou
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Kleio Vrettou
- Department of Cytopathology, Sismanogleio General Hospital, 15126 Athens, Greece
| | - Christos Damaskos
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Nikolaos Christeas Laboratory of Experimental Surgery and Surgical Research, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Nikolaos Garmpis
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Nikolaos Christeas Laboratory of Experimental Surgery and Surgical Research, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Anna Garmpi
- First Department of Propedeutic Internal Medicine, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Panagiotis Tsikouras
- Obstetric and Gynecologic Clinic, Medical School, Democritus University of Thrace, 68110 Alexandroupolis, Greece
| | - Nikolaos Nikolettos
- Obstetric and Gynecologic Clinic, Medical School, Democritus University of Thrace, 68110 Alexandroupolis, Greece
| | - Konstantinos Nikolettos
- Obstetric and Gynecologic Clinic, Medical School, Democritus University of Thrace, 68110 Alexandroupolis, Greece
| | - Iason Psilopatis
- Universitätsklinikum Erlangen-Frauenklinik, Universitätsstraße 21/23, 91054 Erlangen, Germany
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Thanasa E, Thanasa A, Kontogeorgis G, Gerokostas EE, Antoniou IR, Chasiotis A, Xydias EM, Ziogas AC, Kamaretsos E, Thanasas I. Fibroepithelial Polyp of the Vagina With Torsion: A Difficult Diagnosis Based on Clinical and Morphological Findings of the Vaginal Lesion. Cureus 2024; 16:e55157. [PMID: 38558656 PMCID: PMC10980332 DOI: 10.7759/cureus.55157] [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] [Accepted: 02/28/2024] [Indexed: 04/04/2024] Open
Abstract
Vaginal fibroepithelial polyps are rare benign tumors of the mucosa of the anterior vaginal wall. In extremely rare cases, they may originate from the posterior vaginal wall or be complicated by torsion. Our case concerns a 63-year-old patient who presented to the gynecology outpatient clinic of the General Hospital of Trikala with minor vaginal bleeding. On vaginal examination, a large pedunculated painless hemorrhagic polypoid mass was noticed, originating from the posterior vaginal wall. A torsion of the pedunculated vaginal tumor was suspected, leading to its surgical excision with clear resection margins. Due to extensive tissue necrosis, accurate histological identification of the vaginal neoplasm was not possible. Histological examination excluded vaginal malignancy. Based predominantly on the clinical and morphological features of the vaginal lesion, a diagnosis of vaginal fibroepithelial polyp with torsion was made, acknowledging its limitations. The patient was discharged from the clinic the same afternoon following the surgery. Three months later, no recurrence of the lesion in the vaginal wall was noted. Following the case presentation, this paper provides a brief literature review of this rare entity, focusing on the diagnostic and therapeutic approaches.
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Affiliation(s)
- Efthymia Thanasa
- Department of Histology, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | - Anna Thanasa
- Department of Anatomy, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | | | | | | | - Athanasios Chasiotis
- Department of Obstetrics and Gynecology, Limassol General Hospital, Limassol, CYP
| | - Emmanouil M Xydias
- Department of Obstetrics and Gynecology, EmbryoClinic In Vitro Fertilization (IVF) Unit, Thessaloniki, GRC
| | - Apostolos C Ziogas
- Department of Obstetrics and Gynecology, University of Thessaly, Larissa, GRC
| | - Evangelos Kamaretsos
- Department of Obstetrics and Gynecology, General Hospital of Trikala, Trikala, GRC
| | - Ioannis Thanasas
- Department of Obstetrics and Gynecology, General Hospital of Trikala, Trikala, GRC
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Qian J, Gracious K, Chen L, Xu S. Primary vaginal cancer after hysterectomy for benign conditions: a systematic review of the literature. Front Oncol 2024; 14:1334778. [PMID: 38347832 PMCID: PMC10859505 DOI: 10.3389/fonc.2024.1334778] [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: 11/07/2023] [Accepted: 01/12/2024] [Indexed: 02/15/2024] Open
Abstract
Background Primary vaginal cancer is a rare condition. Some studies have revealed an increased risk of vaginal cancer among patients who have undergone hysterectomy for premalignant and malignant cervical disease. However, there is limited literature available on primary vaginal cancer following hysterectomy for benign conditions. Objectives This review aimed to investigate available evidence on clinical characteristics, treatments, and outcomes of primary vaginal cancer following hysterectomy for benign diseases. Additionally, we provide a case of a patient who developed primary vaginal cancer 10 years after undergoing hysterectomy for abnormal uterine bleeding. Search strategy We conducted a comprehensive literature search on PubMed, Scopus, Web of Science using a combination of title and abstract represented by "hysterectomy", and "vaginal cancer"; "vaginal neoplasm"; and "cancer of vagina". No article type restrictions were applied. Main results Eight studies with a total of 56 cases were included in this review. The main symptom observed was vaginal bleeding. Squamous cancer was found to be the most common type, followed by adenocarcinoma. The majority of vaginal cancer cases occurred approximately 10 years after undergoing hysterectomy. The most common location of the tumor was in the vaginal apex. The management approaches varied and details were available in 25 cases. Among these, 7 cases were treated with radiotherapy alone, 1 case received concurrent chemoradiation therapy, and the of rest of the cases underwent surgery as the primary treatment, with or without additional adjuvant therapy. Data of follow-up was available for 15 cases, with 2 cases resulting in death and 2 cases experiencing recurrence. The other cases were alive and well at the time of considered follow up. Conclusion Primary vaginal cancer after hysterectomy for benign conditions is an extremely rare condition. It is essential to have high-level evidence to guide the screening and treatment strategy for this rare condition. A part of women who have undergone hysterectomy for benign disorders can benefit from vaginal cytology evaluation. It is reasonable to postpone the initial screening after surgery and to extend the interval between subsequent screenings. Further retrospective case-control trials are expected to determine which specific subgroups of patients mentioned above might most potentially benefit from screening. The treatment decision for vaginal cancer after hysterectomy is more favorable to radiotherapy-based management rather than surgery. Vaginal endometrioid adenocarcinoma may arise from the malignant transformation of endometriosis. More studies are expected to investigate the correlation between these two diseases.
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Affiliation(s)
- Jing Qian
- Department of Gynecology, Affiliated Hangzhou First People’s Hospital, Westlake University School of Medicine, Hangzhou, Zhejiang, China
| | - Kaoma Gracious
- International Education College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Li Chen
- Department of Gynecology, Affiliated Hangzhou First People’s Hospital, Westlake University School of Medicine, Hangzhou, Zhejiang, China
| | - Song Xu
- Department of Gynecology, Affiliated Hangzhou First People’s Hospital, Westlake University School of Medicine, Hangzhou, Zhejiang, China
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Vitale MG, Nasso C, Riccò B, Bocconi A, Chiavelli C, Baldessari C, Pipitone S, Bacchelli F, Botticelli L, Dominici M, Sabbatini R. Pembrolizumab in Vaginal Carcinoma: A Case Report and Review of the Literature. Case Rep Oncol 2024; 17:564-572. [PMID: 38645572 PMCID: PMC11032179 DOI: 10.1159/000535041] [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: 05/02/2023] [Accepted: 10/11/2023] [Indexed: 04/23/2024] Open
Abstract
Introduction Vaginal cancer is a rare gynecologic malignancy. While in a localized disease, concurrent chemoradiation grants local control and better overall survival, in a metastatic setting, the management options are very limited. Furthermore, recurrent cervical, vulvar, and vaginal carcinomas notoriously develop resistance to treatment, and consequently, their prognosis is still poor. Case Presentation We herein present the case of a woman with a nodal relapse of vaginal carcinoma, effectively treated with third-line immunotherapy. We will also provide a review of the literature on the new therapeutic strategies for advanced vaginal carcinoma, with a focus on pembrolizumab immunotherapy. Conclusion Pembrolizumab might represent a promising option for the management of vaginal and vulvar cancer, but data to support its use in this setting are still lacking. This case highlights the need for further investigation and trial designs for this rare disease.
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Affiliation(s)
- Maria Giuseppa Vitale
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Cecilia Nasso
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
- Division of Oncology, S. Corona Hospital, Pietra Ligure, Italy
| | - Beatrice Riccò
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Alessandro Bocconi
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Chiara Chiavelli
- Division of Oncology, Department of Medical and Surgical Sciences for Children & Adults, Laboratory of Cellular Therapy, University of Modena and Reggio Emilia, Modena, Italy
| | - Cinzia Baldessari
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Stefania Pipitone
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Francesca Bacchelli
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Laura Botticelli
- Department of Laboratory Medicine and Anatomy Pathology, Institute of Anatomy and Histology Pathology, University Hospital of Modena, Modena, Italy
| | - Massimo Dominici
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Roberto Sabbatini
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
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Trétarre B, Dantony E, Coureau G, Defossez G, Guizard AV, Delafosse P, Daubisse L, Velten M, Karima Hammas, Barra S, Lapotre B, Plouvier S, d'Almeida T, Molinié F, Woronoff AS. Trends in incidence of invasive vaginal cancer in France from 1990 to 2018 and survival of recently diagnosed women - A population-based study. Eur J Obstet Gynecol Reprod Biol 2023; 283:125-129. [PMID: 36842246 DOI: 10.1016/j.ejogrb.2023.02.003] [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: 10/28/2022] [Revised: 01/26/2023] [Accepted: 02/10/2023] [Indexed: 02/15/2023]
Abstract
OBJECTIVE The aim of this study was to analyze trends in the incidence of vaginal cancer in France over a 28-year period and to present survival for recently-diagnosed women. METHODS French cancer registries provided data on invasive vaginal cancers diagnosed from 1990 to 2015 and followed up through June 2018. Trends in incidence were analyzed using a Poisson model with a bidimensional penalized spline of age and year at diagnosis. Net survival analysis was restricted to recently-diagnosed cases (2010-2015) and used a novel approach based on a bidimensional penalized spline of age and time-since-diagnosis to model excess mortality hazard. RESULTS With 162 new cases estimated in France in 2018, vaginal cancer represented 0.9 % of genital cancers in French women. In 2018, the world population age-standardized incidence rate was 0.2 per 100,000 person-years, median age at diagnosis was 75 years. The standardized incidence rate decreased significantly by 3 % per year (95 % CI, -3.8; -2.2) between 1990 and 2018 (0.4 cases per 100,000 person-year in 1990, vs 0.2 in 2018). Age-standardized net survival at 1 and 5 years after diagnosis was respectively 74 % and 45 %. CONCLUSIONS This study confirms that vaginal cancer is still a rare malignancy in France with 5-year net survival that remains low. We observed a consistent decrease in the incidence rate between 1990 and 2018. It may be too early to attribute these trends to a positive impact of vaccination campaigns against hrHPV infection, since vaginal cancer mainly affects older women and HPV vaccination has only been available since the early 2000s, and only targets young girls.
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Affiliation(s)
- Brigitte Trétarre
- Registre des Tumeurs de l'Hérault, 208 rue des Apothicaires, Montpellier, France; CERPOP INSERM U1295, Toulouse III University, F-31000, France; FRANCIM Network, Toulouse F-31073, France.
| | - Emmanuelle Dantony
- Service de Biostatistique-Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, Lyon, France; Laboratoire de Biométrie et Biologie Evolutive, UMR 5558, CNRS, Université Lyon 1, Université de Lyon, Villeurbanne, France
| | - Gaëlle Coureau
- FRANCIM Network, Toulouse F-31073, France; Epicene, Centre Inserm U1219/CHU de Bordeaux, Service d'information Médicale, Université Bordeaux, Bordeaux, France
| | - Gautier Defossez
- FRANCIM Network, Toulouse F-31073, France; Registre général des cancers de Poitou-Charentes, Pôle Biologie, Pharmacie et Santé Publique, CHU de Poitiers, Poitiers, France; Université de Poitiers, Poitiers, France; INSERM Centre d'Investigation Clinique CIC1402, Poitiers, France
| | - Anne-Valérie Guizard
- FRANCIM Network, Toulouse F-31073, France; Registre Général des Tumeurs du Calvados, Caen, France
| | - Patricia Delafosse
- FRANCIM Network, Toulouse F-31073, France; Registre Général des Cancers de l'Isère, Meylan, France
| | - Laetitia Daubisse
- CERPOP INSERM U1295, Toulouse III University, F-31000, France; FRANCIM Network, Toulouse F-31073, France; Claudius Regaud Institute, Regional Cancer Center, IUCT-O, Tarn Cancer Registry, Toulouse, F-31059, France
| | - Michel Velten
- FRANCIM Network, Toulouse F-31073, France; Registre des Cancers du Haut-Rhin, Mulhouse, France
| | - Karima Hammas
- FRANCIM Network, Toulouse F-31073, France; Registre des Cancers du Haut-Rhin, ARER68, Groupe Hospitalier de la Région de Mulhouse et Sud-Alsace (GHRMSA), Mulhouse, France
| | - Simona Barra
- FRANCIM Network, Toulouse F-31073, France; Registre des Cancers de la Manche, Cherbourg-Octeville, France
| | - Bénédicte Lapotre
- FRANCIM Network, Toulouse F-31073, France; Registre du cancer de la Somme, hôpital nord CHU Amiens-Picardie, Amiens, France
| | - Sandrine Plouvier
- FRANCIM Network, Toulouse F-31073, France; Registre général des cancers de Lille et de sa région, Lille, France
| | - Tania d'Almeida
- FRANCIM Network, Toulouse F-31073, France; Registre général des cancers de la Haute-Vienne - CHU de Limoges, Limoges, France
| | - Florence Molinié
- CERPOP INSERM U1295, Toulouse III University, F-31000, France; FRANCIM Network, Toulouse F-31073, France; Registre des Cancers de Loire-Atlantique et Vendee, CHU de Nantes, France
| | - Anne-Sophie Woronoff
- FRANCIM Network, Toulouse F-31073, France; Doubs Cancer Registry, Besançon University Hospital, Besançon, France; Research Unit EA3181, Franche-Comté University, Besançon, France
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Zhou WL, Yue YY. Development and validation of models for predicting the overall survival and cancer-specific survival of patients with primary vaginal cancer: A population-based retrospective cohort study. Front Med (Lausanne) 2022; 9:919150. [PMID: 36106318 PMCID: PMC9464817 DOI: 10.3389/fmed.2022.919150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 08/12/2022] [Indexed: 11/18/2022] Open
Abstract
Background No models have been developed to predict the survival probability for women with primary vaginal cancer (VC) due to VC’s extreme rareness. We aimed to develop and validate models to predict the overall survival (OS) and cancer-specific survival (CSS) of VC patients. Methods A population-based multicenter retrospective cohort study was carried out using the 2004–2018 Surveillance, Epidemiology, and End Results Program database in the United States. The final multivariate Cox model was identified using the Brier score and Harrell’s C concordance statistic (C-statistic). The decision curve, calibration plot, and area under the time-dependent receiver operating characteristic curve (AUC) were used to evaluate model prediction performance. Multiple imputation followed by bootstrap was performed. Bootstrap validation covered the entire statistic procedure from model selection to baseline survival and coefficient calculation. Nomograms predicting OS and CSS were generated. Results Of the 2,417 eligible patients, 1,692 and 725 were randomly allocated to the training and validation cohorts. The median age (Interquartile range) was 66 (56–78) and 65 (55–76) for the two cohorts, respectively. Our models had larger net benefits in predicting the survival of VC patients than the American Joint Committee on Cancer stage, presenting great discrimination ability and excellent agreement between the expected and observed events. The performance metrics of our models were calculated in three cohorts: the training cohort, complete cases of the validation cohort, and the imputed validation cohort. For the OS model in the three cohorts, the C-statistics were 0.761, 0.752, and 0.743. The slopes of the calibration plots were 1.017, 1.005, and 0.959. The 3- and 5-year AUCs were 0.795 and 0.810, 0.768 and 0.771, and 0.770 and 0.767, respectively. For the CSS model in the three cohorts, the C-statistics were 0.775, 0.758, and 0.755. The slopes were 1.021, 0.939, and 0.977. And the 3- and 5-year AUCs were 0.797 and 0.793, 0.786 and 0.788, and 0.757 and 0.757, respectively. Conclusion We were the first to develop and validate exemplary survival prediction models for VC patients and generate corresponding nomograms that allow for individualized survival prediction and could assist clinicians in performing risk-adapted follow-up and treatment.
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Affiliation(s)
- Wei-Li Zhou
- Department of General Surgery, Shengjing Hospital, China Medical University, Shenyang, China
| | - Yang-Yang Yue
- Department of Health Management, Shengjing Hospital, China Medical University, Shenyang, China
- *Correspondence: Yang-Yang Yue,
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