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Snoubar Y, Abusafia B, Turan Z. Factors affecting cervical cancer screening and human papilloma virus vaccination among Middle Eastern refugee women in Türkiye: indicators for social workers and nurses. Ann Med 2025; 57:2468261. [PMID: 39985216 PMCID: PMC11849012 DOI: 10.1080/07853890.2025.2468261] [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: 04/29/2024] [Revised: 08/03/2024] [Accepted: 02/03/2025] [Indexed: 02/24/2025] Open
Abstract
BACKGROUND This study aimed to generate knowledge regarding factors affecting cervical cancer screening and human papillomavirus vaccination that can be used practically by social workers and nurses while working with Middle Eastern refugee women living in Türkiye. METHODS AND RESULTS This study involved the administration of a self-reported questionnaire to 227 female migrants. It identified sociodemographic variables, such as age, marital status, and education level, that influenced the participation of these women in preventive practices against cervical cancer. Despite their cultural beliefs, financial constraints, and language hurdles, the findings indicated that the likelihood of involvement in screening and vaccination for cervical cancer was greater among refugee women if they were well-informed and assisted. CONCLUSIONS The results of this study suggest the necessity for specific training programs and improved initiatives for healthcare access to prevent cervical cancer among vulnerable groups. Healthcare providers can support preventive measures more effectively if these concerns are addressed with consideration of the sociocultural elements and language issues among Middle Eastern refugee women. Although some limitations associated with self-reported data collection methods may have introduced response bias, this study showed how social workers and nurses can act as facilitators to prevent cervical cancer.
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Affiliation(s)
- Yaser Snoubar
- Social Sciences Department (Social Work Program), College of Arts and Sciences, College of Arts and Sciences, Qatar University, Doha, Qatar
| | - Baraka Abusafia
- Department of Nursing, Faculty of Health Sciences, Sakarya University, Sakarya, Türkiye
| | - Zekiye Turan
- Nursing, Obstetric and Gynecological Nursing, Sakarya University, Sakarya, Türkiye
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Alimohammadi M, Fooladi AAI, Mafi A, Alavioun SM, Cho WC, Reiter RJ, Khormizi FZ, Yousefi T, Farahani N, Khoshnazar SM, Hushmandi K. Long noncoding RNAs and HPV-related cervical cancer: Uncovering molecular mechanisms and clinical applications. Transl Oncol 2025; 55:102363. [PMID: 40121995 PMCID: PMC11982485 DOI: 10.1016/j.tranon.2025.102363] [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: 10/30/2024] [Revised: 03/08/2025] [Accepted: 03/16/2025] [Indexed: 03/25/2025] Open
Abstract
Cervical cancer (CC) is the primary cause of cancer-related mortality among women in developing countries and is the most prevalent disease linked to human papillomavirus (HPV). Over 70 % of CC cases result from persistent infections with high-risk HPV types. The virus typically targets the mucocutaneous epithelium, generating viral particles in mature epithelial cells, which leads to disruptions in normal cell-cycle regulation and promotes uncontrolled cellular proliferation. This unchecked cell division results in the accumulation of genetic damage, contributing to the pathogenesis of CC. While HPV infection is a key etiological factor, the disease's progression also necessitates the involvement of genetic and epigenetic influences. One of the epigenetic regulators, long noncoding RNAs (lncRNAs), are characterized by transcripts exceeding 200 nucleotides. These molecules play crucial roles in various cellular processes, including transcription regulation, RNA metaboli35 per 100,000sm, and apoptosis. Investigating the specific roles of lncRNAs in modulating gene expression related to the oncogenic mechanisms of CC, particularly in the context of high-risk HPV infections, may provide valuable insights for diagnostic and therapeutic advancements. Herein, we first review key molecular mechanisms by which lncRNAs interfere with CC-related HPV development. Then, diagnostic, prognostic, and therapeutic potentials of these lncRNA molecules will be highlighted in depth. The focus of this article is on the role of lncRNAs associated with HPV-related CC, emphasizing the investigation of signaling pathways and their underlying molecular mechanisms. Furthermore, we explore the therapeutic potential and diagnostic relevance of the most significant lncRNAs in the context of CC, thereby highlighting their importance in advancing treatment strategies and improving patient outcomes.
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Affiliation(s)
- Mina Alimohammadi
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abbas Ali Imani Fooladi
- Applied Microbiology Research Center, Biomedicine Technologies Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Alireza Mafi
- Nutrition and Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; Department of Clinical Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyedeh Mana Alavioun
- Department of Basic sciences, Faculty of Veterinary Medicine, Urmia university, Urmia, Iran
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong
| | - Russel J Reiter
- Department of Cell Systems and Anatomy, UT Health San Antonio, Long School of Medicine, San Antonio, TX, USA
| | | | - Tooba Yousefi
- Department of Clinical Biochemistry, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Najma Farahani
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Seyedeh Mahdieh Khoshnazar
- Gastroenterology and Hepatology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran.
| | - Kiavash Hushmandi
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.
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Chabalala TV, Maimela E, Mashaba RG, Ntimana CB, Netshapapame TS, Mphasha MH. Factors that contribute to women's reluctance to undergo cervical cancer screening in clinics of Limpopo Province, South Africa. BMC Public Health 2025; 25:1303. [PMID: 40197344 PMCID: PMC11974219 DOI: 10.1186/s12889-025-22524-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 03/27/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND Cervical cancer is a prevalent global health issue, ranking as the fourth most frequently diagnosed cancer, with a high rate of mortality among women as compared to breast cancer. The present study aimed to examine factors contributing to women's reluctance to undergo cervical cancer screening in South African clinics, in Limpopo Province. METHODS This study used exploratory and descriptive qualitative design, conducted at five clinics in the Greater Giyani municipality in Limpopo Province among women aged 30 years and older. The clinics were chosen based on their low performance in cervical cancer screening between 2018 and 2020. Data was collected using semi-structured, in-depth face-to-face interviews. Data was analysed using Tesch's open coding method. RESULTS The present study revealed factors affecting reluctance to undergo cervical cancer screening. Three themes and their respective subthemes emerged from the analysis. The study noted a lack of knowledge relating to the causes, risk factors, and signs and symptoms of cervical cancer. Experiences that affected participants' reluctance to undergo cervical cancer screening included stereotyping of women regarding male health workers who provide screening services and pain associated with screening procedures. There were also challenges related to the accessibility of results to patients, fear of cancer diagnosis, and long waiting times at clinics. CONCLUSION While women generally have an awareness of who is at risk for cervical cancer and its signs and symptoms, various experiences and obstacles deter them from undergoing screening. Health information and education that emphasises the significance of preventing cervical cancer with efforts aimed at reaching women who seldom visit healthcare facilities is needed.
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Affiliation(s)
| | - Eric Maimela
- Department of Public Health, University of Limpopo, Polokwane, 0727, South Africa
| | - Reneilwe Given Mashaba
- DIMAMO Population Health Research Centre, University of Limpopo, Sovenga St, Polokwane, 0727, South Africa
| | - Cairo Bruce Ntimana
- DIMAMO Population Health Research Centre, University of Limpopo, Sovenga St, Polokwane, 0727, South Africa.
| | | | - Mabitsela Hezekiel Mphasha
- DIMAMO Population Health Research Centre, University of Limpopo, Sovenga St, Polokwane, 0727, South Africa
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Mundagowa PT, Tapera O, Guzha B, Fitzpatrick MB, Mandishora RSD, Kanyangarara M. Determinants of Cervical Cancer Screening Among Rural Women in Zimbabwe. Public Health Nurs 2025; 42:621-630. [PMID: 39545399 PMCID: PMC11895413 DOI: 10.1111/phn.13490] [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: 08/06/2024] [Revised: 10/28/2024] [Accepted: 10/29/2024] [Indexed: 11/17/2024]
Abstract
OBJECTIVE To identify the determinants of cervical cancer (CC) screening among underserved rural women in Zimbabwe. DESIGN Community-based cross-sectional survey. SAMPLE 840 rural women (25-65 years). MEASUREMENTS A structured, pretested questionnaire was used to collect data on sociodemographic characteristics and factors influencing screening. The outcome was defined as self-reported ever screening for CC. Multivariable logistic regression was used to examine the association between CC screening and independent variables. RESULTS Of the 840 women included, 33% had a history of screening. Women 25-45 years (adjusted odds ratio (aOR): 0.43; 95% CI: 0.30-0.61) and without medical insurance (aOR: 0.66; 95% CI: 0.45-0.97) had reduced odds of CC screening. Conversely, women who had seen or heard messages on CC screening (aOR: 1.48; 95% CI: 1.03-2.13), were living with HIV (aOR: 1.87; 95% CI: 1.22-2.87) reported recent antibiotic use (aOR: 4.50; 95% CI: 1.47-13.79) and had malaria in the last 6 months (aOR: 2.45; 95% CI: 1.02-5.86) had increased odds of CC screening. CONCLUSION There is a need for intensified efforts to improve CC screening uptake, particularly in underserved rural areas with suboptimal screening rates and high CC burden. Strategies should include widespread tailored awareness messaging targeting younger women, women living with HIV, and women without medical insurance.
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Affiliation(s)
- Paddington T. Mundagowa
- Department of Epidemiology and Biostatistics, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
| | - Oscar Tapera
- Sadtap Health Research Institute (SHRI)HarareZimbabwe
| | - Bothwell Guzha
- Department of Obstetrics and GynecologyUniversity of Zimbabwe Faculty of Medicine and Health SciencesHarareZimbabwe
| | - Megan Burke Fitzpatrick
- Department of Pathology and Laboratory MedicineUniversity of Wisconsin School of Medicine and Public HealthMadisonWisconsinUSA
| | - Racheal S. Dube Mandishora
- Department of Laboratory Diagnostic and Investigative Sciences, Medical Microbiology UnitUniversity of Zimbabwe Faculty of Medicine and Health SciencesHarareZimbabwe
- Center for Immunization and Infection Research in CancerMoffitt Cancer CenterTampaFloridaUSA
| | - Mufaro Kanyangarara
- Department of Epidemiology and Biostatistics, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
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Yang J, Zhang Y, Fan W, Wang J, Zhang X, Liu C, Liu S, Xue L. A novel lightweight multi-scale feature fusion segmentation algorithm for real-time cervical lesion screening. Sci Rep 2025; 15:6343. [PMID: 39984529 PMCID: PMC11845483 DOI: 10.1038/s41598-025-89596-8] [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: 02/20/2024] [Accepted: 02/06/2025] [Indexed: 02/23/2025] Open
Abstract
AI-based cervical lesion segmentation in colposcopy images has significant potential in improving screening efficiency and accuracy. However, most current cervical lesion segmentation algorithms are insufficient for rapid image segmentation in mass screening due to heavy parameters and complex framework. Therefore, a lightweight algorithm segmentation for cervical lesion real-time screening system is urgently needed. In this paper, a novel lightweight LSIL + region segmentation framework termed Light-MDDNet is proposed and deployed, which uses the encoder-decoder architecture. In encoder stage, the first layer of MobileNetV2 module outputs shallow features which tend to be lost during multi-layer feature extraction. We also utilize the Denseaspp module to extract deeper semantic information. In the decoder stage, a multi-scale feature fusion (MFF) module is used to fuse multi-scale features. Finally, the algorithm is deployed and tested on the JETSON ORIN NX edge device in cervical lesion segmentation screening system. The experiments on 971 LSIL + colposcopy images of lesions processed with acetic acid show that our proposed model outperforms some state-of-the-art segmentation networks, with a pixel mean pixel accuracy (MPA) of 94.96% and an average speed per image of 19.60ms. After deployment on the mobile terminal, the segmentation accuracy of the model almost unchanged and the interference speed reduces to 31.57ms per image. The Light-MDDNet network achieves the best balance of accuracy and speed in cervical lesion segmentation, showing great potential for the deployment in the mass screening of cervical lesion.
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Affiliation(s)
- Jiahui Yang
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China
| | - Ying Zhang
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China.
| | - Wenlong Fan
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China
| | - Jie Wang
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China
| | - Xinhe Zhang
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China
| | - Chunhui Liu
- Affiliated Hospital of Hebei University, Baoding, 071000, China.
| | - Shuang Liu
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China.
- Scientific research and innovation team of Hebei University, Baoding, 071002, China.
- National & Local Joint Engineering Research Center of Metrology Instrument and System, and Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Hebei University, Baoding, 071002, China.
| | - Linyan Xue
- College of Quality and Technical Supervision, Hebei University, Baoding, 071002, China.
- Scientific research and innovation team of Hebei University, Baoding, 071002, China.
- National & Local Joint Engineering Research Center of Metrology Instrument and System, and Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Hebei University, Baoding, 071002, China.
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Covaliu BF, Forray AI, Tomic M, Vlad C, Cadariu PA, Ungurean C, Melnic A. Understanding Cervical Cancer Screening Attendance: Barriers and Facilitators in a Representative Population Survey. Cancers (Basel) 2025; 17:706. [PMID: 40002299 PMCID: PMC11853127 DOI: 10.3390/cancers17040706] [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: 01/25/2025] [Revised: 02/16/2025] [Accepted: 02/18/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Cervical cancer causes high mortality rates globally despite the existence of cervical cancer screening. The purpose of this study is to investigate the factors limiting Romanian women's participation in cervical cancer screening, focusing on socio-demographic characteristics, health practices, sexual history, and personal health views. Methods: A cross-sectional study was conducted with a representative sample of 1605 women aged 25 to 64 from all regions of Romania. Computer-Assisted Telephone Interviewing was performed in February and March 2020. Logistic regression models assessed the impact of socio-demographic characteristics, psychosocial factors, sexual health history, and personal beliefs on non-participation, which were quantified using the odds ratio. Results: A percentage of 25.1% of women had never been screened for cervical cancer. Higher education and income levels were linked to higher screening rates. The adjusted odds for a lack of HPV awareness were significantly high (aOR: 2.45, 95% CI: 1.85-3.25), highlighting a gap in health knowledge affecting screening behavior. Not receiving a referral to a specialist from the primary care physician (aOR: 2.96, 95% CI: 2.09-4.19) was strongly associated with increased odds of non-participation. Personal beliefs about cancer prevention, health misconceptions, perceived costs, and stigma emerged as significant contributors to cervical cancer screening participation. Conclusions: Analyzing predictors influencing participation in cervical screening is crucial for public health in Romania, which has high cervical cancer mortality and low participation rates in cervical cancer screening. To improve participation, we recommend enhanced physician referrals, HPV awareness campaigns, addressing social stigma, and widespread communication about screening availability.
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Affiliation(s)
- Bogdan Florin Covaliu
- Department of Community Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Alina Ioana Forray
- Department of Community Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Mirela Tomic
- Faculty of General Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Cătălin Vlad
- The Oncology Institute “Prof. Dr. Ion Chiricuţă” Cluj Napoca, 400015 Cluj-Napoca, Romania
- Department of Oncology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Patriciu Achimaș Cadariu
- The Oncology Institute “Prof. Dr. Ion Chiricuţă” Cluj Napoca, 400015 Cluj-Napoca, Romania
- Department of Oncology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Carmen Ungurean
- National Institute of Public Health in Romania, 050463 Bucharest, Romania (A.M.)
| | - Adriana Melnic
- National Institute of Public Health in Romania, 050463 Bucharest, Romania (A.M.)
- Romanian Cancer Society, 400090 Cluj-Napoca, Romania
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Okyere J. Multiple sexual partnership as an independent predictor of cervical cancer screening among women of reproductive age: an analysis of the 2022 Kenya demographic and health survey. BMC Cancer 2025; 25:259. [PMID: 39953452 PMCID: PMC11827377 DOI: 10.1186/s12885-025-13704-0] [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: 10/03/2023] [Accepted: 02/10/2025] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND Literature shows that women's sexual behavior, specifically, engagement in multiple sexual partnerships (MSP) has some association with the risk of developing cervical cancer. In the context of the Kenyan demographic and health survey, MSP is defined as having more one sexual partner excluding spouse, in last 12 months. Yet, it is unclear how engagement in MSP independently predicts women's uptake of cervical cancer screening (CCS). The study examined the association between recent MSP and CCS uptake among women of reproductive age in Kenya. METHODS Data of 16,824 women aged 15-49 who participated in the 2022 Kenya demographic and health survey was used. Recent MSP was defined as having more than one sexual partner, excluding spouse, in last 12 months. The analysis was carried out in STATA version 18. Chi-square tests, bivariable and multivariable logistic regression were performed. The adjusted odds ratio from the multivariable logistic regression were reported along with the 95% confidence interval (CI). RESULTS The analysis shows that only 16.68% of the sampled women (i.e., 2,837 out of a total sample of 16,824) had ever been screened for cervical cancer by a healthcare professional. In the bivariable analysis, women who were involved in MSP were more likely [OR = 1.20; 95%CI: 1.07-1.34] to undergo screening for cervical cancer compared to those not involved in MSP. This association remains significant after adjusting for confounders [AOR = 1.34; 95%CI: 1.19-1.52]. CONCLUSION The low screening rate in Kenya is concerning given the importance of early detection in improving cervical cancer outcomes. The study concludes that recent engagement in MSP is significantly associated with women's uptake of CCS. The study further concludes that there is a need for public health campaigns to raise awareness about the importance of cervical cancer screening among all women, regardless of their sexual behavior. Educational initiatives must emphasize that cervical cancer screening is crucial for all women, not just those with MSP.
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Affiliation(s)
- Joshua Okyere
- School of Human and Health Sciences, University of Huddersfield, Queensgate, Huddersfield, England, UK.
- Department of Population and Health, University of Cape Coast, Cape Coast, Ghana.
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Anangwe N, Steimgrimson J, Cu-Uvin S. Evaluation of pathology resources for cervical cancer detection between 2018 and 2022: a retrospective study at Moi Teaching and Referral Hospital, Western Kenya. BMC Cancer 2025; 25:203. [PMID: 39910487 PMCID: PMC11796189 DOI: 10.1186/s12885-025-13563-9] [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: 07/23/2024] [Accepted: 01/20/2025] [Indexed: 02/07/2025] Open
Abstract
BACKGROUND Cervical cancer cases are increasing in sub-Saharan Africa, particularly in Kenya, exacerbated by inadequate histopathology resources, posing a significant barrier to timely diagnosis and treatment. There has been little research on the availability and evolution of histopathology resources for diagnosing cervical cancer over the years. This retrospective study evaluated this evolution at Moi Teaching and Referral Hospital in Kenya between 2018 and 2022. METHODS We used a mixed-methods approach. An in-depth interview was conducted with one of MTRH's pathology laboratory staff to assess the equipment, personnel, and quality control trends between 2018 and 2022. A thematic analysis was conducted in NVivo. We also retrospectively conducted a comprehensive inventory review of laboratory resources from 2018 to 2022 via purposive sampling. Microsoft Excel and Stata version 17 were utilized for descriptive statistical analysis. Turnaround time (TAT) was assessed against the UK's National Health Service Cervical Screening Program guidelines. RESULTS The number of histopathology laboratory personnel at MTRH increased from 2018 to 2022, during which the facility included two pathologists, one records person, and one office administrator. Cervical cancer biopsy samples processed by the histopathology lab increased from 225 in 2018 to 674 in 2022. However, the histopathology personnel-to-population ratio decreased from 1.5 pathologists and 2.7 histo-technicians per 100,000 in 2018 to 1.4 pathologists and 1.8 histo-technicians per 100,000 in 2022. Despite this decrease, lab equipment, automatic tissue processors and embedding machines were added, and an average 14-day turnaround time was maintained for cervical cancer pathology reports. CONCLUSIONS Our study highlights a growing burden of cervical cancer with biopsy samples processed by the MTRH histopathology laboratory, increasing from 225 in 2018 to 674 in 2022. Despite challenges such as a declining staff-to-patient ratio and limited resources, the lab maintained a commendable 14-day turnaround time, supporting timely cervical cancer diagnoses. These findings emphasize the need for continued investment in pathology resources and personnel to enhance diagnostic capacity and address the rising incidence of cervical cancer in Kenya and similar low-resource settings. The decline in the personnel-to-patient ratio underscores challenges in diagnosis, emphasizing the need to address workforce and infrastructure gaps to improve patient care within similar low-resource settings.
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Affiliation(s)
- Nelson Anangwe
- School of Public Health, Moi University, Eldoret, 4606 - 30100, Kenya.
- School of Public Health, Brown University, 121 S Main St, Providence, RI, 02903, USA.
| | - Jon Steimgrimson
- School of Public Health, Brown University, 121 S Main St, Providence, RI, 02903, USA
| | - Susan Cu-Uvin
- School of Public Health, Brown University, 121 S Main St, Providence, RI, 02903, USA
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Dereje N, Addissie A, Worku A, Assefa M, Gebremariam A, Kantelhardt EJ, Jemal A. Barriers to early diagnosis and treatment of cervical cancer in Addis Ababa, Ethiopia: qualitative study. BMJ Open 2025; 15:e087792. [PMID: 39819910 PMCID: PMC11751850 DOI: 10.1136/bmjopen-2024-087792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 12/12/2024] [Indexed: 01/19/2025] Open
Abstract
OBJECTIVE Cervical cancer remains the most diagnosed and deadly cancer among women in low and middle income countries, including Ethiopia, although it can be controlled if detected and treated early. However, research on contextual barriers to early diagnosis and treatment of cervical cancer is limited in Ethiopia. This study aimed to describe the lived experience of the patients and to explore the barriers to early diagnosis and treatment of cervical cancer. DESIGN We conducted a phenomenological qualitative study, which was part of a larger mixed-methods study. SETTING Tikur Anbesa Specialised Comprehensive Hospital, Addis Ababa, Ethiopia. PARTICIPANTS 24 purposively selected patients with diagnostic delay and 16 patients with treatment delay were interviewed using an in-depth interview guide (IDI). RESULTS Two broad themes and seven sub-themes to explain the barriers to early diagnosis and treatment of cervical cancer emerged. These themes and sub-themes include patient related barriers (inadequate knowledge, visits to traditional healers and practice of religious rituals as a solution for illness, poor adherence to the treatments and fear of side effects, and financial hardships) and provider related barriers (limited access to diagnostic and treatment infrastructure, inadequate training of healthcare providers and poor quality of care). CONCLUSIONS The findings of the study underscore the need to reinforce awareness among patients and the community, scale up the screening, diagnostic and treatment infrastructure, and advocate for quality of care in the healthcare facilities in Ethiopia to promote early diagnosis and treatment of cervical cancer.
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Affiliation(s)
- Nebiyu Dereje
- School of Public Health, Wachemo University, Hossana, Ethiopia
- Department of Epidemiology and Biostatistics, Addis Ababa University, Addis Ababa, Ethiopia
- Global Health Working Group, Martin-Luther-University, Halle-Wittenberg Halle, Germany
| | - Adamu Addissie
- Global Health Working Group, Martin-Luther-University, Halle-Wittenberg Halle, Germany
- Department of Epidemiology and Biostatistics, Addis Ababa University School of Public Health, Addis Ababa, Ethiopia
| | - Alemayehu Worku
- Department of Epidemiology and Biostatistics, Addis Ababa University College of Health Sciences, Addis Ababa, Ethiopia
| | - Mathewos Assefa
- Department of Oncology, Addis Ababa University School of Medicine, Addis Ababa, Ethiopia
| | - Alem Gebremariam
- Global Health Working Group, Martin-Luther-University, Halle-Wittenberg Halle, Germany
- Department of Public Health, Adigrat University College of Health Sciences, Adrigrat, Ethiopia
- Tigray Health Research Institute, Mekelle, Ethiopia
| | | | - Ahmedin Jemal
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia, USA
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Roy P, Hasan M, Islam MR, Uddin MP. Interpretable artificial intelligence (AI) for cervical cancer risk analysis leveraging stacking ensemble and expert knowledge. Digit Health 2025; 11:20552076251327945. [PMID: 40144051 PMCID: PMC11938887 DOI: 10.1177/20552076251327945] [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: 10/27/2024] [Accepted: 02/18/2025] [Indexed: 03/28/2025] Open
Abstract
Objectives This study develops a machine learning (ML)-based cervical cancer prediction system emphasizing explainability. A hybrid feature selection method is proposed to enhance predictive accuracy and stability, alongside evaluation of multiple classification algorithms. The integration of explainable artificial intelligence (XAI) techniques ensures transparency and interpretability in model decisions. Methods A hybrid feature selection approach combining correlation-based selection and recursive feature elimination is introduced. An ensemble model integrating random forest, extreme gradient boosting, and logistic regression is compared against eight classical ML algorithms. Generative artificial intelligence methods, such as variational autoencoders and generative teaching networks, were evaluated but showed suboptimal performance. The research integrates global and local XAI techniques, including individual feature contributions and tree-based explanations, to interpret model decisions. The effects of feature selection and data balancing on classification performance are examined to stabilize precision, recall, and F1 scores. Classical ML models without preprocessing achieve 95-96% accuracy but exhibit instability. Results The proposed feature selection and data balancing strategies significantly enhance classification stability, creating a robust predictive model. The ensemble model achieves 98% accuracy with an area under the curve of 99.50%, outperforming other models. Domain experts validate critical contributing features, confirming practical relevance. Incorporating domain knowledge with XAI techniques significantly increases transparency, making predictions interpretable and trustworthy for clinical use. Conclusion Hybrid feature selection combined with ensemble learning substantially improves cervical cancer prediction accuracy and reliability. The integration of XAI techniques ensures transparency, supporting interpretability and trustworthiness, demonstrating significant potential in clinical decision-making.
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Affiliation(s)
- Priyanka Roy
- Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh
- Computer Science and Engineering, Sylhet International University, Sylhet, Bangladesh
| | - Mahmudul Hasan
- Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh
| | - Md Rashedul Islam
- Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh
| | - Md Palash Uddin
- Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh
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Hasanzadeh M, Rejali M, Khalili-Tanha G, Mehramiz M, Yavari N, Nazari E, Malakuti P, Maleki F, Ghorbannezhad G, Rafiei M, Mirani A, Gholampoor-Shamkani N, Saber H, Mousavi-Seresht L, Emamdadi-Aliabad Z, Mahdian Z, Akbari M, Ferns GA, Al Moustafa AE, Avan A. Interaction of High- and Low-Risk Human Papillomavirus Genotypes is Associated with a Reduced Risk of Developing Cervical Cancer. Infect Disord Drug Targets 2025; 25:e18715265307980. [PMID: 39313887 DOI: 10.2174/0118715265307980240826060516] [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: 02/01/2024] [Revised: 06/26/2024] [Accepted: 07/15/2024] [Indexed: 09/25/2024]
Abstract
INTRODUCTION Cervical cancer is among the most common types of cancer in women and is associated with human papillomavirus (HPV) infection. The association between cervical cancer and high-risk HPV infection has been well documented. However, the effect of simultaneous infection with high- and low-risk HPV or low-risk HPV alone on the risk of developing cervical malignancy remains unanswered in guidelines. METHOD We investigated the association of high and low-risk HPVs (HR or LR) genotypes with cervical carcinoma risk and pathological and cytological information in cases recruited from a population- based cohort study of 790 patients. Correlation matrix and t-test were used for analysis. RESULTS The percentage of HR+LR and HR-HPV16/18 were 9.30% and 11.20% in class II, 7.15% and 7.10% in class IV, and 7.15% and 5.80% in As-CUS smears. Interestingly, concurrent infection with HR-HPV and LR-HPV types led to a significant reduction in the risk of developing malignancy compared to the high-risk group (OR=0.3 (0.098-0.925), pvalue= 0.04). The percentage of individuals with cervical malignancy was 10.2% and 28.2% within the co-infected and the HR-HPV participants. CONCLUSION Our findings suggest that simultaneous infection with high- and low-risk HPV may reduce the risk of cervical malignancy.
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Affiliation(s)
- Malihe Hasanzadeh
- Department of Gynecology Oncology, Woman Health Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Marzieh Rejali
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ghazaleh Khalili-Tanha
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehraneh Mehramiz
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Negar Yavari
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Basic Medical Sciences Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Elham Nazari
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Basic Medical Sciences Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Parnian Malakuti
- Medical Student, Faculty of Medicine, Szeged University of Medical Sciences, Szeged, Hungary
| | - Faezeh Maleki
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ghazaleh Ghorbannezhad
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahdi Rafiei
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Anahita Mirani
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Hoda Saber
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Leila Mousavi-Seresht
- Basic Medical Sciences Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Zahra Mahdian
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahdieh Akbari
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gordon A Ferns
- Brighton & Sussex Medical School, Division of Medical Education, Falmer, Brighton, Sussex, UK
| | - Ala-Eddin Al Moustafa
- College of Medicine, QU Health, Qatar University, Doha, Qatar
- Biomedical Research Centre, Qatar University, Doha, Qatar
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Basic Medical Sciences Institute, Mashhad University of Medical Sciences, Mashhad, Iran
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12
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Manickasamy MK, Kumar A, BharathwajChetty B, Alqahtani MS, Abbas M, Alqahtani A, Unnikrishnan J, Bishayee A, Sethi G, Kunnumakkara AB. Synergistic enhancement: Exploring the potential of piperine in cancer therapeutics through chemosensitization and combination therapies. Life Sci 2024; 354:122943. [PMID: 39117139 DOI: 10.1016/j.lfs.2024.122943] [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: 05/12/2024] [Revised: 07/15/2024] [Accepted: 08/04/2024] [Indexed: 08/10/2024]
Abstract
Despite significant advancements in chemotherapy, effective treatments for advanced cancer stages remain largely elusive due to chemoresistance. Resistance to anticancer agents in cancer cells can arise through various mechanisms, including multi-drug resistance, inhibition of apoptosis, modification of drug targets, and enhancement of DNA repair capabilities. Consequently, there is a critical need for agents that can suppress the molecular signatures responsible for drug resistance. Piperine, an active alkaloid extracted from Piper nigrum L. (black pepper), is one such agent that has been extensively studied for its potential in addressing chronic diseases, including cancer. Piperine's antineoplastic properties are mediated through the regulation of numerous key cellular signaling pathways and the modulation of various biological processes. Its capability to enhance drug bioavailability and counteract mechanisms of drug resistance, such as the inhibition of P-glycoprotein (P-gp) and multidrug resistance-associated protein 1 (MRP-1), emphasizes its potential as an adjunct in cancer therapy. Research across various cancer types has demonstrated piperine's role in chemosensitization by targeting P-gp and MRP-1 and altering drug-metabolizing enzymes. This review provides a comprehensive analysis of piperine's pharmacological characteristics and its capacity to modulate several cellular signaling pathways involved in drug resistance. Furthermore, the review emphasizes how piperine, when used in conjunction with other chemotherapeutic agents or natural compounds, can enhance therapeutic effects, leading to improved outcomes in cancer treatment.
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Affiliation(s)
- Mukesh Kumar Manickasamy
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781 039, Assam, India
| | - Aviral Kumar
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781 039, Assam, India
| | - Bandari BharathwajChetty
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781 039, Assam, India
| | - Mohammed S Alqahtani
- Radiological Sciences Department, College of Applied Medical Sciences, King Khalid University, Abha 61421, Saudi Arabia
| | - Mohamed Abbas
- Electrical Engineering Department, College of Engineering, King Khalid University, Abha 61421, Saudi Arabia
| | - Athba Alqahtani
- Research Centre, King Fahad Medical City, Riyadh 11525, Saudi Arabia
| | - Jyothsna Unnikrishnan
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781 039, Assam, India
| | - Anupam Bishayee
- Department of Pharmacology, College of Osteopathic Medicine, Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, United States of America
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600.
| | - Ajaikumar B Kunnumakkara
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781 039, Assam, India.
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García-Acosta JC, Castillo-Montoya AI, Rostro-Alonso GO, Villegas-Vázquez EY, Quintas-Granados LI, Sánchez-Sánchez L, López-Muñóz H, Cariño-Calvo L, López-Reyes I, Bustamante-Montes LP, Leyva-Gómez G, Cortés H, Jacobo-Herrera NJ, García-Aguilar R, Reyes-Hernández OD, Figueroa-González G. Unrevealing Lithium Repositioning in the Hallmarks of Cancer: Effects of Lithium Salts (LiCl and Li 2CO 3) in an In Vitro Cervical Cancer Model. Molecules 2024; 29:4476. [PMID: 39339471 PMCID: PMC11434384 DOI: 10.3390/molecules29184476] [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: 08/11/2024] [Revised: 09/07/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
Lithium, a natural element, has been employed as a mental stabilizer in psychiatric treatments; however, some reports indicate it has an anticancer effect, prompting the consideration of repurposing lithium for cancer treatment. The potential anticancer use of lithium may depend on its form (salt type) and the type of cancer cells targeted. Little is known about the effects of Li2CO3 or LiCl on cancer cells, so we focused on exploring their effects on proliferation, apoptosis, migration, and cell cycle as part of the hallmarks of cancer. Firstly, we established the IC50 values on HeLa, SiHa, and HaCaT cells with LiCl and Li2CO3 and determined by crystal violet that cell proliferation was time-dependent in the three cell lines (IC50 values for LiCl were 23.43 mM for SiHa, 23.14 mM for HeLa, and 15.10 mM for HaCaT cells, while the IC50 values for Li2CO3 were 20.57 mM for SiHa, 11.52 mM for HeLa, and 10.52 mM for HaCaT cells.) Our findings indicate that Li2CO3 and LiCl induce DNA fragmentation and caspase-independent apoptosis, as shown by TUNEL, Western Blot, and Annexin V/IP assay by flow cytometry. Also, cell cycle analysis showed that LiCl and Li2CO3 arrested the cervical cancer cells at the G1 phase. Moreover, lithium salts displayed an anti-migratory effect on the three cell lines observed by the wound-healing assay. All these findings imply the viable anticancer effect of lithium salts by targeting several of the hallmarks of cancer.
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Affiliation(s)
- Juan Carlos García-Acosta
- Laboratorio de Farmacogenética, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (J.C.G.-A.); (A.I.C.-M.); (G.O.R.-A.); (E.Y.V.-V.); (O.D.R.-H.)
| | - Alejando Israel Castillo-Montoya
- Laboratorio de Farmacogenética, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (J.C.G.-A.); (A.I.C.-M.); (G.O.R.-A.); (E.Y.V.-V.); (O.D.R.-H.)
| | - Gareth Omar Rostro-Alonso
- Laboratorio de Farmacogenética, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (J.C.G.-A.); (A.I.C.-M.); (G.O.R.-A.); (E.Y.V.-V.); (O.D.R.-H.)
| | - Edgar Yebrán Villegas-Vázquez
- Laboratorio de Farmacogenética, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (J.C.G.-A.); (A.I.C.-M.); (G.O.R.-A.); (E.Y.V.-V.); (O.D.R.-H.)
| | - Laura Itzel Quintas-Granados
- Colegio de Ciencias y Humanidades, Plantel Cuautepec, Universidad Autónoma de la Ciudad de México, Ciudad de México 07160, Mexico; (L.I.Q.-G.); (I.L.-R.)
| | - Luis Sánchez-Sánchez
- Laboratorio de Biología Molecular del Cáncer, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (L.S.-S.); (H.L.-M.)
| | - Hugo López-Muñóz
- Laboratorio de Biología Molecular del Cáncer, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (L.S.-S.); (H.L.-M.)
| | | | - Israel López-Reyes
- Colegio de Ciencias y Humanidades, Plantel Cuautepec, Universidad Autónoma de la Ciudad de México, Ciudad de México 07160, Mexico; (L.I.Q.-G.); (I.L.-R.)
| | | | - Gerardo Leyva-Gómez
- Departamento de Farmacia, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico;
- Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Zacatenco, Ciudad de México 07360, Mexico
| | - Hernán Cortés
- Laboratorio de Medicina Genómica, Departamento de Genómica, Instituto Nacional de Rehabilitación Luis Guillermo Ibarra, Ciudad de México 14389, Mexico;
| | - Nadia Judith Jacobo-Herrera
- Unidad de Bioquímica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubiran, Ciudad de México 14080, Mexico;
| | - Rosario García-Aguilar
- Laboratorio de Citometría de Flujo y Hematología, Diagnóstico Molecular de Leucemias y Terapia Celular (DILETEC), Ciudad de México 07800, Mexico;
| | - Octavio Daniel Reyes-Hernández
- Laboratorio de Farmacogenética, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (J.C.G.-A.); (A.I.C.-M.); (G.O.R.-A.); (E.Y.V.-V.); (O.D.R.-H.)
| | - Gabriela Figueroa-González
- Laboratorio de Farmacogenética, UMIEZ, Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Ciudad de México 09230, Mexico; (J.C.G.-A.); (A.I.C.-M.); (G.O.R.-A.); (E.Y.V.-V.); (O.D.R.-H.)
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Zhao YC, Li YF, Qiu L, Jin SZ, Shen YN, Zhang CH, Cui J, Wang TJ. SQLE-a promising prognostic biomarker in cervical cancer: implications for tumor malignant behavior, cholesterol synthesis, epithelial-mesenchymal transition, and immune infiltration. BMC Cancer 2024; 24:1133. [PMID: 39261819 PMCID: PMC11389260 DOI: 10.1186/s12885-024-12897-0] [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: 01/09/2024] [Accepted: 09/03/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND Cervical cancer, encompassing squamous cell carcinoma and endocervical adenocarcinoma (CESC), presents a considerable risk to the well-being of women. Recent studies have reported that squalene epoxidase (SQLE) is overexpressed in several cancers, which contributes to cancer development. METHODS RNA sequencing data for SQLE were obtained from The Cancer Genome Atlas. In vitro experiments, including colorimetry, colony formation, Transwell, RT-qPCR, and Western blotting were performed. Furthermore, a transplanted CESC nude mouse model was constructed to validate the tumorigenic activity of SQLE in vivo. Associations among the SQLE expression profiles, differentially expressed genes (DEGs), immune infiltration, and chemosensitivity were examined. The prognostic value of genetic changes and DNA methylation in SQLE were also assessed. RESULTS SQLE mRNA expression was significantly increased in CESC. ROC analysis revealed the strong diagnostic ability of SQLE toward CESC. Patients with high SQLE expression experienced shorter overall survival. The promotional effects of SQLE on cancer cell proliferation, metastasis, cholesterol synthesis, and EMT were emphasized. DEGs functional enrichment analysis revealed the signaling pathways and biological processes. Notably, a connection existed between the SQLE expression and the presence of immune cells as well as the activation of immune checkpoints. Increased SQLE expressions exhibited increased chemotherapeutic responses. SQLE methylation status was significantly associated with CESC prognosis. CONCLUSION SQLE significantly affects CESC prognosis, malignant behavior, cholesterol synthesis, EMT, and immune infiltration; thereby offering diagnostic and indicator roles in CESC. Thus, SQLE can be a novel therapeutic target in CESC treatment.
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MESH Headings
- Humans
- Uterine Cervical Neoplasms/genetics
- Uterine Cervical Neoplasms/pathology
- Uterine Cervical Neoplasms/immunology
- Uterine Cervical Neoplasms/mortality
- Female
- Epithelial-Mesenchymal Transition/genetics
- Animals
- Prognosis
- Squalene Monooxygenase/genetics
- Squalene Monooxygenase/metabolism
- Mice
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Cholesterol/metabolism
- Mice, Nude
- Gene Expression Regulation, Neoplastic
- DNA Methylation
- Cell Line, Tumor
- Cell Proliferation
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/pathology
- Carcinoma, Squamous Cell/immunology
- Adenocarcinoma/genetics
- Adenocarcinoma/pathology
- Adenocarcinoma/immunology
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/metabolism
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Affiliation(s)
- Yue-Chen Zhao
- Department of Radiation Oncology, The Second Hospital of Jilin University, 218 Zi-qiang Street, Nan-guan District, Changchun, Jilin, 130041, PR China
- NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, Jilin, 130021, PR China
| | - Yun-Feng Li
- Department of Radiation Oncology, The Second Hospital of Jilin University, 218 Zi-qiang Street, Nan-guan District, Changchun, Jilin, 130041, PR China
| | - Ling Qiu
- Department of Radiation Oncology, The Second Hospital of Jilin University, 218 Zi-qiang Street, Nan-guan District, Changchun, Jilin, 130041, PR China
| | - Shun-Zi Jin
- NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, Jilin, 130021, PR China
| | - Yan-Nan Shen
- NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, Jilin, 130021, PR China
| | - Chao-He Zhang
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin, 130041, PR China
| | - Jie Cui
- Department of Radiation Oncology, The Second Hospital of Jilin University, 218 Zi-qiang Street, Nan-guan District, Changchun, Jilin, 130041, PR China
| | - Tie-Jun Wang
- Department of Radiation Oncology, The Second Hospital of Jilin University, 218 Zi-qiang Street, Nan-guan District, Changchun, Jilin, 130041, PR China.
- NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, Jilin, 130021, PR China.
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Makena E, Ngari CG, Kimani PM, Kilonzi JS. In-host density-dependent model of high-risk HPV virions, basal cells, lymphocytes t-cells incorporating functional responses. Heliyon 2024; 10:e35038. [PMID: 39253276 PMCID: PMC11381724 DOI: 10.1016/j.heliyon.2024.e35038] [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: 02/16/2024] [Revised: 07/06/2024] [Accepted: 07/22/2024] [Indexed: 09/11/2024] Open
Abstract
Cervical cancer is one of the most common types of cancer and it is caused mostly by high-risk Human Papillomavirus (HPV) and continues to spread at an alarming rate. While HPV impacts have been investigated before, there are currently only a scanty number of mathematical models that account for HPV's dynamic role in cervical cancer. The objectives were to develop an in-host density-dependent deterministic model for the dynamics implications of basal cells, virions, and lymphocytes incorporating immunity and functional responses. Analyze the model using techniques of epidemiological models such as basic reproduction number and simulate the model using Matlab ODE solver. Six compartments are considered in the model that is; Susceptible cells (S), Infected cells (I), Precancerous cells (P), Cancerous cells (C), Virions (V), and Lymphocytes (L). Next generation matrix (NGM), survival function, and characteristic polynomial method were used to determine the basic reproduction number denoted asR 0 . R 0 was obtained using three methods because NGM has some weaknesses hence the need for the other two methods. The findings from this research indicated that Disease-Free Equilibrium point is locally asymptotically stable wheneverR 0 * < 1 and globally asymptotically stable ifR 0 * ≤ 1 and the Endemic Equilibrium is globally asymptotically stable ifR 0 * > 1 . The results obtained shows that the progression rate of precancerous cells to cancerous cells ( θ ) has the most direct impact on the model. The model was able to estimate the longevity of a patient as 10 days when ( θ ) increases by 0.08 . The findings of this research will help healthcare providers, public health authorities, and non-governmental health groups in creating effective prevention strategies to slow the development of cervical cancer. More research should be done to determine the exact number of cancerous cells that can lead to the death of a cervical cancer patient since this paper estimated a proportion of 75 % .
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Affiliation(s)
- Elosy Makena
- Department of Mathematics and Statistics, University of Embu, 6-60100 Embu, Kenya
| | - Cyrus Gitonga Ngari
- Department of Pure and Applied Sciences, Kirinyaga University, 143-10300 Kerugoya, Kenya
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Fisher S, Agénor M. Socioeconomic Inequities in Pap Test Use Among Black Women in the United States: An Intersectional Approach. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02148-0. [PMID: 39207671 DOI: 10.1007/s40615-024-02148-0] [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: 05/03/2024] [Revised: 08/16/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION Research investigating racialized inequities in cervical cancer screening has rarely considered the influence of socioeconomic position (SEP), a key social determinant of health that intersects with race/ethnicity and racism. Thus, data on socioeconomic inequities in Pap test use within racialized groups-including Black women, who are at elevated risk of cervical cancer morbidity and mortality-are limited. METHODS Using 2011-2019 data from the National Survey of Family Growth and guided by an intersectional framework, we used multivariable logistic regression to examine the association between educational attainment, employment status, and income and the adjusted odds of Pap test use in the last 3 years among Black U.S. women. RESULTS Compared to Black women with a bachelor's degree or greater, those with less than a high school diploma ([odds ratio] = 0.45; [95% confidence interval] 0.31-0.67) and a high school diploma/GED (0.57; 0.40-0.81) had significantly lower odds of Pap test use, adjusting for sociodemographic factors. Unemployed women had significantly lower adjusted odds of Pap test use compared to employed women (0.67; 0.50-0.89), and women living below 100% of the federal poverty level (FPL) had significantly lower adjusted odds of Pap test use relative to those living at or above 300% FPL (0.63; 0.45-0.88). CONCLUSION Low-SEP Black women had significantly lower adjusted odds of Pap test use relative to their higher SEP counterparts. Interventions that address both racism and economic barriers to care are needed to facilitate access to regular cervical cancer screening among low-SEP Black women.
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Affiliation(s)
- Sydney Fisher
- Undergraduate Public Health Program, Brown University School of Public Health, Providence, RI, USA.
| | - Madina Agénor
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
- Center for Health Promotion and Health Equity, Brown University School of Public Health, Providence, RI, USA
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17
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Anangwe N, Steimgrimson J, Cu-Uvin S. Evaluation of Pathology Resources for Cervical Cancer Detection Between 2018 & 2022: a Retrospective Study at Moi Teaching and Referral Hospital, Western Kenya. RESEARCH SQUARE 2024:rs.3.rs-4791370. [PMID: 39257969 PMCID: PMC11384803 DOI: 10.21203/rs.3.rs-4791370/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
Background Cervical cancer cases are increasing in sub-Saharan Africa, particularly in Kenya, exacerbated by inadequate histopathology resources, posing a significant barrier to timely diagnosis and treatment. There has been little research on the availability and evolution of histopathology resources for diagnosing cervical cancer over the years. This retrospective study evaluated this evolution at Moi Teaching and Referral Hospital in Kenya between 2018 and 2022. Methods We used a mixed-methods approach. An in-depth interview was conducted with one of MTRH's pathology laboratory staff to assess the equipment, personnel, and quality control trends between 2018 and 2022. A thematic analysis was conducted in NVivo. We also retrospectively conducted a comprehensive inventory review of laboratory resources from 2018-2022 via purposive sampling. Microsoft Excel and Stata version 17 were utilized for descriptive statistical analysis. Turnaround time (TAT) was assessed against the UK's National Health Service Cervical Screening Program guidelines. Results The number of histopathology laboratory personnel at MTRH increased from 2018 to 2022, during which the facility included two pathologists, one records person, and one office administrator. Patient annual visits increased from approximately 350,000 in 2018 to approximately 500,000 in 2022. However, the histopathology personnel-to-population ratio decreased from 1.5 pathologists and 2.7 histo-technicians per 100,000 in 2018 to 1.4 pathologists and 1.8 histo-technicians per 100,000 in 2022. Despite this decrease, lab equipment, automatic tissue processors and embedding machines were added, and an average 14-day turnaround time was maintained for pathology reports. Conclusions Despite a decreased personnel-to-patient ratio, the addition of crucial histopathology equipment mirrors the operational commitment of the Moi Teaching and Referral Hospital. The 14-day TAT is commendable, contributes to operational effectiveness and significantly contributes to timely detection. The hospital's dedication to upgrading its infrastructure underscores a proactive approach to addressing growing healthcare demands and improving patient outcomes, even with limited human resources. The decline in the personnel-to-patient ratio underscores challenges in diagnosis, emphasizing the need to address workforce and infrastructure gaps to improve patient care within similar low-resource settings.
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Lakew G, Yirsaw AN, Berhie AY, Belayneh AG, Bogale SK, Andarge GA, Seid K, Bogale EK, Getachew E. Cervical cancer screening practice and associated factors among female health care professionals in Ethiopia 2024: a systematic review and meta-analysis. BMC Cancer 2024; 24:986. [PMID: 39123161 PMCID: PMC11313022 DOI: 10.1186/s12885-024-12743-3] [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: 02/14/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Cervical cancer, ranking as the fourth most common gynecological cancer worldwide, claimed an estimated 570,000 lives and resulted in 311,000 new cases in 2018. This disease disproportionately affects those living in poverty and is more prevalent in countries with weak healthcare systems. Low and middle-income nations, particularly in Sub-Saharan Africa, face higher incidence and mortality rates due to limited access to vaccines, screening, and treatment. The world health organization recommends regular screening for women from age 25, setting a 90-70-90 target for low- and middle-income countries by 2030. Despite limited previous knowledge, the study aims to assess the pooled prevalence of cervical cancer screening practices and associated factors among female healthcare professionals in Ethiopia in 2024. OBJECTIVE The study aimed to synthesize the existing literature on cervical cancer screening practice and associated factors among female health workers in Ethiopia. METHODS Studies were searched through the search engine of Google Scholar, PubMed, and Cochrane Library. Searching was made using Keywords/ MeSH terms Cervical cancer; utilization; Preventive practice. Heterogeneity was assessed using the Cochran Q test and I2 statistics. A random-effects model with a 95% confidence interval was used for the pooled prevalence and odds ratio estimations. RESULT Seven studies were included in this systematic review and meta-analysis. The overall pooled prevalence of cervical cancer screening practice among female health workers in Ethiopia was 18%. Work place(OR = 2.858;95% CI: 0.412, 5.305),knowledge(OR = 3.457; 95% CI: 2.314, 4.601), work experience(OR = 5.421; 95% CI:4.178,6.664),being diagnosed(OR = 10.787; 95% CI: 06.197,15.377) and ever cared of cervical cancer patient (OR = 2.93; 95% CI: 2.004, 3.856) were the pooled associated factors that are significantly associated with cervical cancer screening practice among female health care worker. CONCLUSION The implementation of preventive measures for cervical cancer screening was found to be suboptimal. Our findings underscore the importance of enhancing awareness among this demographic, which is crucial in mobilizing local communities. It is imperative to provide continuous education to female health workers regarding cervical cancer. The Ministry of Health should collaborate with various organizations to ensure the accessibility of cost-effective screening services in all healthcare facilities.
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Affiliation(s)
- Gebeyehu Lakew
- Department of Health Promotion and Health Behavior, School of public health, College of Medicine and Health sciences, University of Gondar, Gondar, Ethiopia.
| | - Amlaku Nigusie Yirsaw
- Department of Health Promotion and Health Behavior, School of public health, College of Medicine and Health sciences, University of Gondar, Gondar, Ethiopia
| | - Alemshet Yirga Berhie
- Nursing department, college of medicine and health science, Bahir Dar University, Bahir-Dar, Ethiopia
| | - Asnake Gashaw Belayneh
- Department of emergency and critical care nursing, College of Medicine and Health Science, Bahir Dar University, Bahir Dar, Ethiopia
| | - Solomon Ketema Bogale
- Department of Nutrition, Antsokiya Gemza wereda Health Office, North Shoa, Mekoy, Ethiopia
| | - Getnet Alemu Andarge
- Department of Nutrition, Antsokiya Gemza wereda Health Office, North Shoa, Mekoy, Ethiopia
| | - Kedir Seid
- Bati Primary Hospital, Oromo Special Zone, Bati, North Central, Ethiopia
| | - Eyob Ketema Bogale
- Health Promotion and Behavioral science department, school of public health, College of medicine and health science, Bahir Dar University, Bahir Dar, Ethiopia
| | - Eyob Getachew
- Department of Health Promotion and Health Behavior, School of public health, College of Medicine and Health sciences, University of Gondar, Gondar, Ethiopia
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Pereira D, Alves N, Sousa Â, Valente JFA. Metal-based approaches to fight cervical cancer. Drug Discov Today 2024; 29:104073. [PMID: 38944184 DOI: 10.1016/j.drudis.2024.104073] [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: 02/10/2024] [Revised: 06/11/2024] [Accepted: 06/25/2024] [Indexed: 07/01/2024]
Abstract
Cervical cancer (CC) is one of the leading causes of death among women worldwide. The current treatments for this cancer consist of invasive methods such as chemotherapeutic drugs, radiation, immunotherapy and surgery, which could lead to severe side effects and hinder the patient's life quality. Although metal-based therapies, including cisplatin and ruthenium-based compounds, offer promising alternatives, they lack specificity and harm healthy cells. Combining metal nanoparticles with standard approaches has demonstrated remarkable efficacy and safety in the fight against CC. Overall, this review is intended to show the latest advancements and insights into metal-based strategies, creating a promising path for more effective and safer treatments in the battle against CC.
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Affiliation(s)
- Diana Pereira
- CICS-UBI-Health Sciences Research Centre, Universidade da Beira Interior, Avenida Infante D. Henrique, 6200-506 Covilhã, Portugal; CDRSP-IPL-Centre for Rapid and Sustainable Product Development, Polytechnic Institute of Leiria, Marinha Grande, 2430-028 Leiria, Portugal
| | - Nuno Alves
- CDRSP-IPL-Centre for Rapid and Sustainable Product Development, Polytechnic Institute of Leiria, Marinha Grande, 2430-028 Leiria, Portugal
| | - Ângela Sousa
- CICS-UBI-Health Sciences Research Centre, Universidade da Beira Interior, Avenida Infante D. Henrique, 6200-506 Covilhã, Portugal.
| | - Joana F A Valente
- CDRSP-IPL-Centre for Rapid and Sustainable Product Development, Polytechnic Institute of Leiria, Marinha Grande, 2430-028 Leiria, Portugal.
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20
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Çetin SA, Çinar D. Determination of Opinions on HPV Infection and HPV Vaccine among Nursing Students by Focus Group Discussion. J Adolesc Young Adult Oncol 2024; 13:693-702. [PMID: 38738288 DOI: 10.1089/jayao.2024.0036] [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] [Indexed: 05/14/2024] Open
Abstract
Purpose: This study aimed to determine nursing students' opinions about human papillomavirus (HPV) infection and HPV vaccine. Methods: This is a qualitative focus group discussion study, in which a state university in Western Turkey, undergraduate nursing students are recruited through purposive sampling. The research data were collected on an online platform with the focus group interview method by using the Participant Information Form and Semistructured Interview Form. Results: Three main themes (HPV infection/vaccine perception, severity perception, and suggestions and requests/facilitators) and eight subthemes were developed based on the thematic analysis of the research findings. Conclusions: According to the findings, it was concluded that nursing students' opinions on HPV infection and HPV vaccine were affected by factors related to cultural, religious, and sexual behaviors. Based on study results, it is suggested to organize national cervical screening programs to increase public's knowledge and awareness on the subject in accordance with the sociocultural norms of the society with the agreement and cooperation of educated health service providers, policy makers, and educators.
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Affiliation(s)
- Serpil Abali Çetin
- Department of Nursing, Faculty of Health Sciences, Department of Obstetrics and Gynecology Nursing, Izmir Bakırçay University, Izmir, Turkey
| | - Derya Çinar
- Department of Nursing, Faculty of Health Sciences, Department of Oncology Nursing, Izmir Bakırçay University, Izmir, Turkey
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21
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Zheng C, Shen Q, Zhao L, Wang Y. Utilising deep learning networks to classify ZEB2 expression images in cervical cancer. Br J Hosp Med (Lond) 2024; 85:1-13. [PMID: 39078889 DOI: 10.12968/hmed.2024.0156] [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] [Indexed: 01/06/2025]
Abstract
Aims/Background Cervical cancer continues to be a significant cause of cancer-related deaths among women, especially in low-resource settings where screening and follow-up care are lacking. The transcription factor zinc finger E-box-binding homeobox 2 (ZEB2) has been identified as a potential marker for tumour aggressiveness and cancer progression in cervical cancer tissues. Methods This study presents a hybrid deep learning system developed to classify cervical cancer images based on ZEB2 expression. The system integrates multiple convolutional neural network models-EfficientNet, DenseNet, and InceptionNet-using ensemble voting. We utilised the gradient-weighted class activation mapping (Grad-CAM) visualisation technique to improve the interpretability of the decisions made by the convolutional neural networks. The dataset consisted of 649 annotated images, which were divided into training, validation, and testing sets. Results The hybrid model exhibited a high classification accuracy of 94.4% on the test set. The Grad-CAM visualisations offered insights into the model's decision-making process, emphasising the image regions crucial for classifying ZEB2 expression levels. Conclusion The proposed hybrid deep learning model presents an effective and interpretable method for the classification of cervical cancer based on ZEB2 expression. This approach holds the potential to substantially aid in early diagnosis, thereby potentially enhancing patient outcomes and mitigating healthcare costs. Future endeavours will concentrate on enhancing the model's accuracy and investigating its applicability to other cancer types.
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Affiliation(s)
- Chenyang Zheng
- Department of Gynecology, Women and Children's Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Qinqin Shen
- Department of Gynecology, Women and Children's Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Lingjun Zhao
- Department of Gynecology, Women and Children's Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Yijun Wang
- Department of Gynecology, Women and Children's Hospital of Ningbo University, Ningbo, Zhejiang, China
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22
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Li R, Meng W, Zuo Y, Xu Y, Wu S. The cervical cancer related distribution, coinfection and risk of 15 HPV types in Baoan, Shenzhen, in 2017-2023. Virol J 2024; 21:164. [PMID: 39075510 PMCID: PMC11285127 DOI: 10.1186/s12985-024-02439-2] [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: 05/06/2024] [Accepted: 07/16/2024] [Indexed: 07/31/2024] Open
Abstract
Cervical cancer is one of the most common malignant tumours. Human papillomavirus (HPV) infection is the main cause of this cancer so that it could be prevented by screening and early treatment. Developing reginal screen protocols of maximum public health efficacy requires in-depth understandings of local HPV distribution and consequential cancer risks. Therefore, test results of HPV genotyping, cytology testing (TCT) and colposcopy inspection with biopsy were collected in this retrospective research. Data included by this research involved 63,906 women received screen related tests from Shenzhen Baoan Shiyan People's Hospital and the subsidiary institutes between 2017.01 and 2023.05. 10,238 colposcopies were performed in this period collecting 8,716 samples and 814 high-grade CIN were discovered. Within the 763 high-grade CIN cases with both TCT and HPV testing results, 232 were tested cytologically normal but only 30 were negative in HPV test. Besides, the rates of high-grade CIN observed in coinfection were all lower than the estimated rates generated from related single infection. HPV 52, 58 and 16 were found to be the most common types in Baoan, Shenzhen. The result also suggested that HPV coinfections should not increase risk for cervical cancers.
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Affiliation(s)
- Rukai Li
- Shenzhen Baoan Shiyan People's Hospital, No. 11 Jixiang Road, Shiyan, Baoan District, Shenzhen, 518108, China.
| | - Weiwei Meng
- Shenzhen Baoan Shiyan People's Hospital, No. 11 Jixiang Road, Shiyan, Baoan District, Shenzhen, 518108, China
| | - Yunhai Zuo
- Shenzhen Baoan Shiyan People's Hospital, No. 11 Jixiang Road, Shiyan, Baoan District, Shenzhen, 518108, China
| | - Yanli Xu
- Shenzhen Baoan Shiyan People's Hospital, No. 11 Jixiang Road, Shiyan, Baoan District, Shenzhen, 518108, China
| | - Shaonan Wu
- Shenzhen Baoan Shiyan People's Hospital, No. 11 Jixiang Road, Shiyan, Baoan District, Shenzhen, 518108, China
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23
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Kwak K, Hwang SS. Predicted Cervical Cancer Prevention: Impact of National HPV Vaccination Program on Young Women in South Korea. Cancer Res Treat 2024; 56:898-908. [PMID: 38228083 PMCID: PMC11261207 DOI: 10.4143/crt.2023.981] [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: 08/29/2023] [Accepted: 01/11/2024] [Indexed: 01/18/2024] Open
Abstract
PURPOSE This study aimed to evaluate the effectiveness of the national human papillomavirus (HPV) vaccination program of South Korea among its entire female population, particularly among younger age groups. MATERIALS AND METHODS We first predicted the incidence of cervical cancer over the next 20 years (2021-2040) using the Nordpred package based on Møller's age-period-cohort model under several scenarios for the national HPV vaccination program. We calculated the potential impact fractions and proportional differences under the current national vaccination programs, and alternative scenarios using the no-vaccination assumption as a reference. RESULTS We estimated that the current national vaccination program would prevent 4.13% of cervical cancer cases and reduce the age-standardized incidence rate (ASR) by 8.79% in the overall population by 2036-2040. Under the alternative scenario of implementing the nine-valent vaccine, 5.13% of cervical cancer cases could be prevented and the ASR reduced by 10.93% during the same period. In another scenario, expanding the vaccination age to 9-17 years could prevent 10.19% of cervical cancer cases, with the ASR reduced by 18.57% during the same period. When restricted to ages < 40 years, the prevention effect was remarkably greater. We predict that the current national HPV program will reduce its incidence by more than 30% between 2036 and 2040 in women aged < 40 years. CONCLUSION The effectiveness of the vaccination program in reducing the incidence of cervical cancer was confirmed, with a considerable impact anticipated in younger age groups.
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Affiliation(s)
- Kyeongmin Kwak
- Department of Occupational and Environmental Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea
- Department of Environmental and Occupational Health, Korea University Graduate School of Public Health, Seoul, Korea
| | - Seung-sik Hwang
- Department of Public Health Sciences, Seoul National University Graduate School of Public Health, Seoul, Korea
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24
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Agénor M, Noh M, Eiduson R, LeBlanc M, Line EC, Goldman RE, Potter J, Austin SB. Barriers to and opportunities for advancing racial equity in cervical cancer screening in the United States. BMC Womens Health 2024; 24:362. [PMID: 38907205 PMCID: PMC11191319 DOI: 10.1186/s12905-024-03151-7] [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: 10/27/2023] [Accepted: 05/17/2024] [Indexed: 06/23/2024] Open
Abstract
BACKGROUND In the United States (U.S.), racially minoritized people have higher rates of cervical cancer morbidity and mortality compared to white individuals as a result of racialized structural, social, economic, and health care inequities. However, cervical cancer screening guidelines are based on studies of predominately white individuals and do not substantially discuss or address racialized cervical cancer inequities and their social determinants, including racism. METHODS We conducted in-depth interviews with health care providers (N = 30) and key informants with expertise in health equity (N = 18). We utilized semi-structured interview guides that addressed providers' views and experiences delivering cervical cancer screening to racially minoritized individuals and key informants' recommendations for advancing racial equity in the development and implementation of cervical cancer screening guidelines. Interviews were analyzed using a template style thematic analysis approach involving deductive and inductive coding, memo writing, and matrix analysis for theme development. RESULTS Most health care providers adopted a universal, one-size-fits-all approach to cervical cancer screening with the stated goal of ensuring racial equality. Despite frequently acknowledging the existence of racialized cervical cancer inequities, few providers recognized the role of social inequities in influencing them, and none discussed the impact of racism. In contrast, key informants overwhelmingly recommended that providers adopt an approach to cervical cancer screening and follow-up care that recognizes the role of racism in shaping racialized cervical cancer and related social inequities, is developed in partnership with racially minoritized communities, and involves person-centered, structurally-competent, and trauma-informed practices that address racially minoritized peoples' unique lived experiences in historical and social context. This racism-conscious approach is not to be confused with race-based medicine, which is an essentialist and racist approach to health care that treats race as a biological variable rather than as a social and political construct. CONCLUSIONS Developers and implementers of cervical cancer screening guidelines should explicitly recognize and address the impact of racism on cervical cancer screening, follow-up care, and outcomes, meaningfully incorporate racially minoritized communities' perspectives and experiences, and facilitate provider- and institutional-level practices that foster racial equity in cervical cancer.
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Affiliation(s)
- Madina Agénor
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA.
- Center for Health Promotion and Health Equity, Brown University School of Public Health, Providence, RI, USA.
- Department of Epidemiology, Brown University School of Public Health, MPH Box G-S121-4, Providence, RI, 02912, USA.
- The Fenway Institute, Fenway Health, Boston, MA, USA.
| | - Madeline Noh
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
- Center for Health Promotion and Health Equity, Brown University School of Public Health, Providence, RI, USA
| | - Rose Eiduson
- Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Merrily LeBlanc
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Sociology, Northeastern University, Boston, MA, USA
| | - Emmett C Line
- Teachers College, Columbia University, New York, NY, USA
| | - Roberta E Goldman
- Department of Family Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Jennifer Potter
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - S Bryn Austin
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Division of Adolescent and Young Adult Medicine, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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25
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Lu X, Zhang W, Zhang J, Ren D, Zhao P, Ying Y. EPAS1, a hypoxia- and ferroptosis-related gene, promotes malignant behaviour of cervical cancer by ceRNA and super-enhancer. J Cell Mol Med 2024; 28:e18361. [PMID: 38722283 PMCID: PMC11081013 DOI: 10.1111/jcmm.18361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/12/2024] [Accepted: 04/11/2024] [Indexed: 05/12/2024] Open
Abstract
Hypoxia and Ferroptosis are associated with the malignant behaviour of cervical cancer. Endothelial PAS domain-containing protein 1 (EPAS1) contributes to the progression of cervical cancer. EPAS1 plays important roles in hypoxia and ferroptosis. Using the GEO dataset, machine-learning algorithms were used to screen for hypoxia- and ferroptosis-related genes (HFRGs) in cervical cancer. EPAS1 was identified as the hub gene. qPCR and WB were used to investigate the expression of EPAS1 in normal and cervical cancer tissues. The proliferation, invasion and migration of EPAS1 cells in HeLa and SiHa cell lines were detected using CCK8, transwell and wound healing assays, respectively. Apoptosis was detected by flow cytometry. A dual-luciferase assay was used to analyse the MALAT1-miR-182-5P-EPAS1 mRNA axis and core promoter elements of the super-enhancer. EPAS1 was significantly overexpressed in cervical cancer tissues. EPAS1 could increase the proliferation, invasion, migration of HeLa and SiHa cells and reduce the apoptosis of HeLa and SiHa cell. According to the double-luciferase assay, EPAS1 expression was regulated by the MALAT1-Mir-182-5p-EPAS1 mRNA axis. EPAS1 is associated with super-enhancers. Double-luciferase assay showed that the core elements of the super-enhancer were E1 and E3. EPAS1, an HFRG, is significantly overexpressed in cervical cancer. EPAS1 promotes malignant behaviour of cervical cancer cells. EPAS1 expression is regulated by super-enhancers and the MALAT1-miR-182-5P- EPAS1 mRNA axis. EPAS1 may be a target for the diagnosis and treatment of cervical cancer.
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Affiliation(s)
- Xiaoqin Lu
- Department of Obstetrics and GynecologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Wenyi Zhang
- Department of Obstetrics and GynecologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Jingyan Zhang
- Department of Obstetrics and GynecologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Dan Ren
- Department of Obstetrics and GynecologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Panpan Zhao
- Department of Obstetrics and GynecologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Yanqi Ying
- Department of Obstetrics and GynecologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
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26
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Pacal I. MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection. Knowl Based Syst 2024; 289:111482. [DOI: 10.1016/j.knosys.2024.111482] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
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27
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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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28
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Song Y, Zhang A, Zhou J, Luo Y, Lin Z, Zhou T. Overlapping cytoplasms segmentation via constrained multi-shape evolution for cervical cancer screening. Artif Intell Med 2024; 148:102756. [PMID: 38325933 DOI: 10.1016/j.artmed.2023.102756] [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: 06/13/2023] [Revised: 12/03/2023] [Accepted: 12/29/2023] [Indexed: 02/09/2024]
Abstract
Segmenting overlapping cytoplasms in cervical smear images is a clinically essential task for quantitatively measuring cell-level features to screen cervical cancer This task, however, remains rather challenging, mainly due to the deficiency of intensity (or color) information in the overlapping region Although shape prior-based models that compensate intensity deficiency by introducing prior shape information about cytoplasm are firmly established, they often yield visually implausible results, as they model shape priors only by limited shape hypotheses about cytoplasm, exploit cytoplasm-level shape priors alone, and impose no shape constraint on the resulting shape of the cytoplasm In this paper, we present an effective shape prior-based approach, called constrained multi-shape evolution, that segments all overlapping cytoplasms in the clump simultaneously by jointly evolving each cytoplasm's shape guided by the modeled shape priors We model local shape priors (cytoplasm-level) by an infinitely large shape hypothesis set which contains all possible shapes of the cytoplasm In the shape evolution, we compensate intensity deficiency for the segmentation by introducing not only the modeled local shape priors but also global shape priors (clump-level) modeled by considering mutual shape constraints of cytoplasms in the clump We also constrain the resulting shape in each evolution to be in the built shape hypothesis set for further reducing implausible segmentation results We evaluated the proposed method in two typical cervical smear datasets, and the extensive experimental results confirm its effectiveness.
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Affiliation(s)
- Youyi Song
- School of Biomedical Engineering, Shenzhen University, Shenzhen, 518060, China
| | - Ao Zhang
- School of Biomedical Engineering, Shenzhen University, Shenzhen, 518060, China
| | - Jinglin Zhou
- School of Philosophy, Fudan University, Shanghai, 200433, China
| | - Yu Luo
- School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, 510006, China
| | - Zhizhe Lin
- School of Information and Communication Engineering, Hainan University, Haikou, 570228, China
| | - Teng Zhou
- School of Cyberspace Security, Hainan University, Haikou, 570228, China.
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29
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Zhang J, Yu X, Guo Y, Wang D. HPV16 E6 promoting cervical cancer progression through down-regulation of miR-320a to increase TOP2A expression. Cancer Med 2024; 13:e6875. [PMID: 38205938 PMCID: PMC10905336 DOI: 10.1002/cam4.6875] [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: 10/14/2023] [Revised: 12/10/2023] [Accepted: 12/13/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Cervical cancer (CC) has become the fourth most common cancer worldwide and it is mainly caused by the infection of human papillomavirus (HPV), especially high-risk HPV16. Aberrant miRNA expression in CC is closely related to HPV16 infection, and the regulation of HPV16 E6 expression can affect a variety of miRNA expression. This study aims to exploring the miRNAs involved in E6 regulation in CC. METHODS Our study screened differentially expressed miRNAs in cervical cells of HPV16 infected and uninfected cervical cancer patients by analyzing the GSE81137 dataset of the gene expression omnibus database (GEO), and identified miR-320a that plays an anti-tumor role and is associated with good prognosis of cervical cancer. Explore the effect of HPV16 E6 on the expression of miR-320a in cervical cancer, and verify whether HPV16 E6 regulates the downstream target gene TOP2A expression through miR-320a, thereby affecting cervical cancer cell proliferation, apoptosis, migration, invasion, and EMT in vitro and in vivo. RESULTS The bioinformatic methods selected the miR-320a, which was differentially expressed in cervical cells from HPV16-infected patients compared to uninfected patients. We further demonstrated that miR-320a level was regulated by HPV16 E6, which promoted the CC cell proliferation, migration, invasion, and inhibited apoptosis. In addition, we predicted the downstream target genes of miR-320a and confirmed that TOP2A was one of its targeting proteins. Moreover, HPV16 E6 promoted the TOP2A expression in CC cells through down-regulating miR-320a, leading to promoting CC development. CONCLUSIONS We confirmed that HPV16 E6 promoted the TOP2A expression through down-regulation of miR-320a, thus promoting CC development, and the HPV16 E6/miR-320a/TOP2A axis may perform as a potential target for CC treatment.
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Affiliation(s)
- Jianing Zhang
- Department of Gynecology, Dalian Women and Children's Medical Group, Dalian, Liaoning, China
| | - Xiaohui Yu
- Department of Gynecology, Dalian Women and Children's Medical Group, Dalian, Liaoning, China
| | - Yi Guo
- Department of Gynecology, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Daqing Wang
- Department of Gynecology, Dalian Women and Children's Medical Group, Dalian, Liaoning, China
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Luo L, Qiao F, Zhou K, Tu Q, He J, Huang H, Liu C, Cai H. Constructed competitive endogenous RNA network and patterns of immune infiltration revealing the prognostic signature for cervical cancer. Epigenomics 2024; 16:23-39. [PMID: 38221899 DOI: 10.2217/epi-2023-0336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2024] Open
Abstract
Aim: To investigate the relationship between potential abnormal epigenetic modification and immune cell infiltration in patients with cervical carcinoma. Materials & methods: RNA expression profiles from The Cancer Genome Atlas database were used to explore the relationship between key biomarkers and tumor-infiltrating immune cells and for clinical specimen validation. Results: Two nomogram models were developed, one with specific ceRNA and the other based on biological markers of related tumor-infiltrating immune cells. Moreover, a key biomarker (RIPOR2), which was significantly relevant to CD8 T cells. Conclusion: RIPOR2 and CD8 T cells play a crucial role in the development and progression of cervical carcinoma, suggesting their potential as markers for guiding future therapeutic strategies.
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Affiliation(s)
- Luqiao Luo
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Fei Qiao
- Department of General Practice, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Ke Zhou
- Department of Obstetrics & Gynecology, Ganzhou Hospital of Guangdong Provincial People's Hospital (Ganzhou Municipal Hospital), Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Qiang Tu
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Jiao He
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Haoqi Huang
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Chao Liu
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
| | - Huihua Cai
- Department of Obstetrics & Gynecology, Ganzhou Hospital of Guangdong Provincial People's Hospital (Ganzhou Municipal Hospital), Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, No. 106, Zhongshan Road II, Yuexiu District, Guangzhou City, Guangdong Province, China
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Zewdie A, Shitu S, Kebede N, Gashaw A, Eshetu HB, Eseyneh T, Kasahun AW. Determinants of late-stage cervical cancer presentation in Ethiopia: a systematic review and meta-analysis. BMC Cancer 2023; 23:1228. [PMID: 38097989 PMCID: PMC10720221 DOI: 10.1186/s12885-023-11728-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 12/08/2023] [Indexed: 12/18/2023] Open
Abstract
INTRODUCTION Behind breast, colorectal, and lung cancers, cervical cancer is the fourth most common cancer affecting females. Despite, it is a preventable form of cancer both the incidence and mortality figures reflect it as a major reproductive health problem. Late-stage cervical cancer diagnosis is associated with complicated clinical presentation which can result in short survival time and increased mortality. Several factors contribute to the late-stage presentation of cervical cancer patients. In Ethiopia nationally summarized evidence on the level and the factors contributing to late-stage cervical cancer diagnosis is scarce. Therefore, this systematic review and meta-analysis aimed to assess the pooled prevalence of late-stage cervical cancer diagnosis and its determinants in Ethiopia. METHOD A systematic review and meta-analysis were conducted using PRISMA guidelines. Comprehensive literature was searched in PubMed, Embase, Google Scholar, and African Online Journal to retrieve eligible articles. A weighted inverse variance random effect model was used to estimate pooled prevalence. Cochrane Q-test and I2 statistics were computed to assess heterogeneity among studies. Funnel plot and Egger's regression test were done to assess publication bias. RESULT Overall, 726 articles were retrieved and finally 10 articles were included in this review. The pooled prevalence of late-stage cervical cancer diagnosis in Ethiopia was 60.45% (95%CI; 53.04%-67.85%). Poor awareness about cervical cancer and its treatment (AOR = 1.55, 95% CI: (1.03 - 2.33, longer delay to seek care (AOR = 1.02, 95% CI: (1.01 - 1.03)) and rural residence (AOR = 2.07, 95% CI:( 1.56 - 2.75)) were significantly associated to late-stage diagnosis. CONCLUSION In Ethiopia, six in every ten cervical cancer cases are diagnosed at the late stage of the disease. Poor awareness about cervical cancer and its treatment, long patient delay to seek care, and rural residence were positively associated with late-stage diagnosis. Therefore intervention efforts should be made to improve public awareness about cervical cancer, minimize patient delay to seek care, and expand screening services specifically in the rural residing segment of the population to detect the disease early and improve survival.
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Affiliation(s)
- Amare Zewdie
- Department of Public Health, College of Medicine and Health Science, Wolkite University, Wolkite, Ethiopia.
| | - Solomon Shitu
- Department of Midwifery, College of Medicine and Health Science, Wolkite University, Wolkite, Ethiopia
| | - Natnael Kebede
- Department of Health Promotion, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Anteneh Gashaw
- Department of Midwifery, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia
| | - Habitu Birhan Eshetu
- Department of Health Promotion and Health Behaviour, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, PO.Box.196, Gondar, Ethiopia
| | - Tenagnework Eseyneh
- Department of Public Health, College of Medicine and Health Sciences, Injibara University, Injibara, Ethiopia
| | - Abebaw Wasie Kasahun
- Department of Public Health, College of Medicine and Health Science, Wolkite University, Wolkite, Ethiopia
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Mills S, Donnan P, Buchanan D, Smith BH. Age and cancer type: associations with increased odds of receiving a late diagnosis in people with advanced cancer. BMC Cancer 2023; 23:1174. [PMID: 38036975 PMCID: PMC10691149 DOI: 10.1186/s12885-023-11652-1] [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: 02/08/2023] [Accepted: 11/17/2023] [Indexed: 12/02/2023] Open
Abstract
PURPOSE In order to deliver appropriate and timely care planning and minimise avoidable late diagnoses, clinicians need to be aware of which patients are at higher risk of receiving a late cancer diagnosis. We aimed to determine which demographic and clinical factors are associated with receiving a 'late' cancer diagnosis (within the last 12 weeks of life). METHOD Retrospective cohort study of 2,443 people who died from cancer ('cancer decedents') in 2013-2015. Demographic and cancer registry datasets linked using patient-identifying Community Health Index numbers. Analysis used binary logistic regression, with univariate and adjusted odds ratios (SPSS v25). RESULTS One third (n = 831,34.0%) received a late diagnosis. Age and cancer type were significantly associated with late cancer diagnosis (p < 0.001). Other demographic factors were not associated with receiving a late diagnosis. Cancer decedents with lung cancer (Odds Ratios presented in abstract are the inverse of those presented in the main text, where lung cancer is the reference category. Presented as 1/(OR multivariate)) were more likely to have late diagnosis than those with bowel (95% Confidence Interval [95%CI] Odds Ratio (OR)1.52 (OR1.12 to 2.04)), breast or ovarian (95%CI OR3.33 (OR2.27 to 5.0) or prostate (95%CI OR9.09 (OR4.0 to 20.0)) cancers. Cancer decedents aged > 85 years had higher odds of late diagnosis (95%CI OR3.45 (OR2.63 to 4.55)), compared to those aged < 65 years. CONCLUSIONS Cancer decedents who were older and those with lung cancer were significantly more likely to receive late cancer diagnoses than those who were younger or who had other cancer types.
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Affiliation(s)
- Sarah Mills
- Population and Behavioural Science Division, School of Medicine, University of St Andrews, North Haugh, St Andrews, KY16 9T, Scotland.
- Population Health and Genomics Division, University of Dundee Medical School Mackenzie Building, Ninewells Hospital and Medical School, Kirsty Semple Way, Dundee, DD2 4BF, Scotland.
| | - Peter Donnan
- Population Health and Genomics Division, University of Dundee Medical School Mackenzie Building, Ninewells Hospital and Medical School, Kirsty Semple Way, Dundee, DD2 4BF, Scotland
| | - Deans Buchanan
- NHS Tayside, Ninewells Hospital, South Block, Level 7, Dundee, DD2 4BF, Scotland
| | - Blair H Smith
- Population Health and Genomics Division, University of Dundee Medical School Mackenzie Building, Ninewells Hospital and Medical School, Kirsty Semple Way, Dundee, DD2 4BF, Scotland
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Kaur M, Singh D, Kumar V, Lee HN. MLNet: Metaheuristics-Based Lightweight Deep Learning Network for Cervical Cancer Diagnosis. IEEE J Biomed Health Inform 2023; 27:5004-5014. [PMID: 36399582 DOI: 10.1109/jbhi.2022.3223127] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
One of the leading causes of cancer-related deaths among women is cervical cancer. Early diagnosis and treatment can minimize the complications of this cancer. Recently, researchers have designed and implemented many deep learning-based automated cervical cancer diagnosis models. However, the majority of these models suffer from over-fitting, parameter tuning, and gradient vanishing problems. To overcome these problems, in this paper a metaheuristics-based lightweight deep learning network (MLNet) is proposed. Initially, the hyper-parameters tuning problem of convolutional neural network (CNN) is defined as a multi-objective problem. Particle swarm optimization (PSO) is used to optimally define the CNN architecture. Thereafter, Dynamically hybrid niching differential evolution (DHDE) is utilized to optimize the hyper-parameters of CNN layers. Each particle of PSO and solution of DHDE together represent the possible CNN configuration. F-score is used as a fitness function. The proposed MLNet is trained and validated on three benchmark cervical cancer datasets. On the Herlev dataset, MLNet outperforms the existing models in terms of accuracy, f-measure, sensitivity, specificity, and precision by 1.6254%, 1.5178%, 1.5780%, 1.7145%, and 1.4890%, respectively. Also, on the SIPaKMeD dataset, MLNet achieves better performance than the existing models in terms of accuracy, f-measure, sensitivity, specificity, and precision by 2.1250%, 2.2455%, 1.9074%, 1.9258%, and 1.8975%, respectively. Finally, on the Mendeley LBC dataset, MLNet achieves better performance than the competitive models in terms of accuracy, f-measure, sensitivity, specificity, and precision by 1.4680%, 1.5845%, 1.3582%, 1.3926%, and 1.4125%, respectively.
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Pacal I, Kılıcarslan S. Deep learning-based approaches for robust classification of cervical cancer. Neural Comput Appl 2023; 35:18813-18828. [DOI: 10.1007/s00521-023-08757-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 06/12/2023] [Indexed: 05/14/2025]
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Wei HF, Zhang RF, Zhao YC, Tong XS. SERPINB7 as a prognostic biomarker in cervical cancer: Association with immune infiltration and facilitation of the malignant phenotype. Heliyon 2023; 9:e20184. [PMID: 37809412 PMCID: PMC10559959 DOI: 10.1016/j.heliyon.2023.e20184] [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: 05/21/2023] [Revised: 09/06/2023] [Accepted: 09/13/2023] [Indexed: 10/10/2023] Open
Abstract
Purpose The purpose of this study was to investigate the expression patterns, predictive significance, and roles in the immune microenvironment of Serpin Family-B Member 7 (SERPINB7) in cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC). Methods The expression of SERPINB7 and its prognostic relevance were evaluated using RNA-seq data from The Cancer Genome Atlas. SERPINB7 regulation of CESC cell growth and metastasis was investigated using MTT, scratch, and Transwell assays. In vivo effects of SERPINB7 were examined in xenograft model mice and differentially expressed genes (DEGs) associated with SERPINB7 were identified to explore its functional role in oncogenesis. Associations between SERPINB7 levels, chemosensitivity, and immune infiltration were assessed, and mutations and methylation of SERPINB7 were evaluated using the cBioPortal and MethSurv databases, respectively. Results SERPINB7 was up-regulated in CESC samples as well as in other tumors, and patients with higher SERPINB7A mRNA levels exhibited shorter overall survival. The area under the curve for the use of SERPINB7 in CESC diagnosis was above 0.9, and the gene was shown to regulate tumor cell proliferation and metastasis in vitro and in vivo. Overall, 398 DEGs enriched in key CESC progression-related signaling pathways were identified. SERPINB7 expression was additionally correlated with intratumoral immune infiltration and immune checkpoint activity. Patients expressing higher SERPINB7 levels exhibited distinct chemosensitivity profiles, and methylation of the SERPINB7 gene was linked to CESC patient prognostic outcomes. Conclusion SERPINB7 was found to be a crucial regulator of CESC progression, prognosis, and the tumor immune microenvironment, highlighting its potential as a diagnostic and prognostic biomarker and target for CESC immunotherapy.
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Affiliation(s)
- Hua-Fang Wei
- Department of Internal Medicine-1, Jilin Cancer Hospital, Changchun, Jilin, People's Republic of China
| | - Rui-Feng Zhang
- Department of Internal Medicine-1, Jilin Cancer Hospital, Changchun, Jilin, People's Republic of China
- Department of Radiation Oncology, The Second Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Yue-Chen Zhao
- Department of Radiation Oncology, The Second Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Xian-Shuang Tong
- Department of Internal Medicine-1, Jilin Cancer Hospital, Changchun, Jilin, People's Republic of China
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Pramanik R, Banerjee B, Sarkar R. MSENet: Mean and standard deviation based ensemble network for cervical cancer detection. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023; 123:106336. [DOI: 10.1016/j.engappai.2023.106336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Bermúdez PC, Arrivillaga M, Torres Poveda K, Castrillón Libreros DM, Castillo Castillo LE, Neira Acevedo D. Barriers to adherence to cytology exam: a case study in low-income Colombian women. BMC Health Serv Res 2023; 23:796. [PMID: 37491282 PMCID: PMC10369816 DOI: 10.1186/s12913-023-09700-4] [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: 01/20/2023] [Accepted: 06/14/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND Cervical cytology is essential for the early detection of cervical cancer. However, in Colombia, only 50% of women with subsidized health insurance were screened in 2019, compared to 100% of women with contributory insurance. This disparity highlights significant barriers that must be addressed. This study aimed to identify the factors that contribute to or hinder adherence to cervical cytology screening among low-income women with subsidized health insurance in a public primary care network in Cali, Colombia, from 2014 to 2018. METHODS In a qualitative case study, the experience of women and health care and administrative personnel was recovered. Forty-seven women participated in seven focus group discussions. Five other women using the program participated in in-depth interviews. Finally, we interviewed eight people from the healthcare area and the health services administration. The qualitative data collected underwent content analysis, guided by the theoretical framework of Social Determinants of Health. Within this framework, five interconnected dimensions that influence adherence were incorporated. RESULTS Adherence is a multifactorial phenomenon, and in relation to attendance at cervical cytology, the analysis delved into the mechanisms that affect it in a low-income context. Barriers to adherence were identified across multiple dimensions, including social and economic factors, health conditions, and patient-related factors, among both adherent and non-adherent women. Among adherent women, barriers and facilitators related to the healthcare team and system, as well as patient-related factors, were identified. CONCLUSIONS The findings of this research can be useful in developing personalized interventions and strategies to improve adherence and screening outcomes in low-income settings. It is necessary to increase the resources of health insurance entities to establish effective communication channels with women who attend the cervical cancer prevention program.
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Affiliation(s)
- Paula C Bermúdez
- Departamento de Salud Pública y Epidemiología, Pontificia Universidad Javeriana Cali, Cali, Colombia.
| | - Marcela Arrivillaga
- Oficina de Investigación, Pontificia Universidad Javeriana Cali, Cali, Colombia
| | - Kirvis Torres Poveda
- Chronic Infections and Cancer Division, National Institute of Public Health, Cuernavaca, Morelos, México
| | | | | | - Daniela Neira Acevedo
- Hospital de Siloé Siglo XXI, Red de Salud Ladera Empresa Social del Estado, Cali, Colombia
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Dhaka S, Rajani A, Kumar HS, Sharma N, Jakhar SL, Harsh K. Interfraction variations in doses at OARs during three-dimensional high dose rate brachytherapy planning of cervix cancer. J Cancer Res Ther 2023; 19:1136-1141. [PMID: 37787275 DOI: 10.4103/jcrt.jcrt_797_21] [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] [Indexed: 10/04/2023]
Abstract
Objective The American Brachytherapy (BT) Society recommends that BT must be included as a component of the definitive radiation therapy for cervical carcinoma because recurrences and complications are decreased when BT is used in addition to external beam radiotherapy. The aim of this study is to quantify the interfraction dose variations (VARacts) during high dose rate (HDR) BT, the effect of variation in dose in terms of excess "unrecognized" dose to OAR and to conclude the reason of the variation in reference of applicator position/geometry versus deformation of the organ at risk (OAR) concerned. Materials and Methods Total 30 patients of carcinoma cervix, biopsy proven, between June 2018 and May 2019, were taken for the study. All patients were treated with external beam radiation therapy to a dose of 50 Gy in 25 fractions over 5 weeks, followed by three fractions of HDR intracavitary brachytherapy (ICBT) (7.5 Gy to point A in each fraction) by two-dimensional (2D) X-ray-based planning. Before treatment in the first and last fraction of BT, computed tomography (CT) scan was done for every patient. Then, a 3D-based planning was performed with CT images on our HDR Plus software with image sequence option. VARact was calculated. Rigid image registration of consecutive fraction images was used for quantification of the hypothetical variation in dose (VARhypo) arising exclusively due to changes in applicator placement and geometry. Results The mean contoured rectal volumes for the first and third fractions were 41.49 cc and 44.72 cc, respectively, while the respective volumes for bladder were 9.33 cc and 9.35 cc cm. These differences were statistically insignificant (P value: 0.263 and 0.919 for rectum and bladder, respectively). The mean equivalent dose in 2 Gy fraction (EQD2) bladder D2cc was 5.68 Gy and 5.79 Gy in the first and third fraction ICBT, respectively. The mean EQD2 for the rectal D2cc was 11.63 Gy and 12.85 Gy in the first and third fraction ICBT, respectively. None of the patients had an actual cumulative EQD2 more than 90 Gy for bladder, but 36.66% of the patients had a rectal dose exceeding the tolerance (75 Gy). Regression plots showed that VARhypo alone could predict about 42.2% of the VARact in the rectum and 19.2% of the VARact in the bladder. Thus, the remaining variation was due to the organ deformation-related dose variations between the two fractions. Conclusions There were no statistically significant variations in the volumes or doses of OAR between the two fractions. However, a significant proportion of patients may have a higher dose to the OAR in the third fraction in the absence of individualized planning. This increase is likely to be more detrimental where higher doses per fraction are used. Variations in OAR doses may be caused by organ deformation and/or changes in applicator placement/geometry.
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Affiliation(s)
- Saroj Dhaka
- Department of Radiation Oncology, S. P. Medical College, Bikaner, Rajasthan, India
| | - Anil Rajani
- Department of Radiation Oncology, SN Medical College, Jodhpur, Rajasthan, India
| | - H S Kumar
- Department of Radiotherapy, Acharya Tulsi Regional Cancer Treatment and Research Institute, Bikaner, Rajasthan, India
| | - Neeti Sharma
- Department of Radiation Oncology, S. P. Medical College, Bikaner, Rajasthan, India
| | - Shankar Lal Jakhar
- Department of Radiotherapy, Acharya Tulsi Regional Cancer Treatment and Research Institute, Bikaner, Rajasthan, India
| | - Kamlesh Harsh
- Department of Radiotherapy, Acharya Tulsi Regional Cancer Treatment and Research Institute, Bikaner, Rajasthan, India
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Appiah EO, Appiah S, Ani-Amponsah M, Agyekum BS, Acquah J, Gyasi ANA, Ofori-Appiah C. Female students' perspectives on cervical cancer screening inclusion in pre-admission university requirements in Ghana. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001029. [PMID: 37315041 DOI: 10.1371/journal.pgph.0001029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 05/23/2023] [Indexed: 06/16/2023]
Abstract
Cervical cancer is a huge contributor to cancer-related deaths and the commonest gynecological cancerous growth among women globally. Nevertheless, evidence suggests that cervical cancer incidence and mortality could be reduced through early diagnosis. Regardless of the accessibility of cervical cancer screening in Ghana, low reports of cervical screening had been recorded among female students and women in Ghana. The study objectives were to explore.Female students' opinions on the inclusion of cervical cancer screening in the pre-university admission screening requirement in Ghana. The facilitators and barriers to cervical cancer screening among female University students.Qualitative exploratory-descriptive design was employed for the purpose of this study. The target population was female students in a public university in Ghana who were purposively selected. Content analysis was employed for the data analysis. In all, 30 female students were selected to engage in face-face interviews using a semi-structured interview guide. Two categories and seven sub-categories were generated from the study analysis. It was interesting to know that majority 20 (66.66%) of the students supported adding CCS to the preadmission screening requirement with few refuting it. Others also recommended compulsory screening as a means of enhancing screening practices. The reasons for refusing this proposal by a few 10 (33.3%) of the participants were it being burdensome, time-consuming, and capital intensive. Other reasons for refusing it were sexual inactiveness following the screening, fear of discomfort, and the screening results. In conclusion, the study found that students were willing to undergo CCS if made mandatory for admission and suggested it be included in pre-admission screening requirements to encourage more Ghanaian women to participate. As CCS is effective in reducing cervical cancer incidence and burden, the proposal of including it in pre-university screening should be considered to increase uptake.
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Affiliation(s)
- Evans Osei Appiah
- Department of Midwifery, School of Nursing and Midwifery, Valley View University, Oyibi, Ghana
- Purdue University, West Lafayette, IN, United States of America
| | - Stella Appiah
- Department of Nursing, School of Nursing and Midwifery, Valley View University, Accra, Ghana
| | - Mary Ani-Amponsah
- Maternal and Child Health Department, School of Nursing and Midwifery, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Boateng Susana Agyekum
- Department of Nursing, School of Nursing and Midwifery, Valley View University, Accra, Ghana
| | - Janet Acquah
- Department of Nursing, School of Nursing and Midwifery, Valley View University, Accra, Ghana
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Perkins R, Mitchell E. Cervical cancer disparities. J Natl Med Assoc 2023; 115:S19-S25. [PMID: 37202000 DOI: 10.1016/j.jnma.2023.02.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 02/01/2023] [Indexed: 05/20/2023]
Affiliation(s)
- Rebecca Perkins
- Boston University School of Medicine, Boston Medical Center, Boston, Massachusetts, United States
| | - Edith Mitchell
- Sidney Kimmel Cancer Center at Jefferson, Philadelphia, PA, United States.
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Zhu B, Yu H, Ni P, Chen X, Zhang J, Wang D. A population-based cross-sectional study on the situation of cervical cancer screening in Liaoning, China. BMC Womens Health 2023; 23:144. [PMID: 36991455 PMCID: PMC10061794 DOI: 10.1186/s12905-023-02249-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 02/28/2023] [Indexed: 03/30/2023] Open
Abstract
Abstract
Background
Cervical cancer (CC) screening is currently recognized as an effective intervention for CC. Previous studies found that the proportion of screening was low in China, especially in Liaoning. Therefore, we performed a population-based cross-sectional survey to investigate the situation of cervical cancer screening and analyze their related factors for providing a decision-making basis for sustainable and effective development of cervical cancer screening.
Methods
This population-based cross-sectional study involved aged 30 to 69 years in nine counties/districts in Liaoning from 2018 to 2019. Data were collected using the quantitative data collection methods, and analyzed in SPSS version 22.0.
Results
Overall, only 22.37% of 5334 respondents reported having ever been screened for cervical cancer in past 3 years, and 38.41% of respondents reported having the willingness for cervical cancer screening in next 3 years. In the rate of CC screening, multilevel analysis indicated that age, marital status, education level, type of occupation, medical insurance, family income, place of residence and regional economic level had a significant impact on proportion of screening. In the rate of CC screening willingness, multilevel analysis indicated that age, family income, health status, place of residence, regional economic level and CC screening still had a significant impact, but marital status, education level and medical insurance type had no significant impact. There was no significant difference in marital status, education level and medical insurance type after the factors of CC screening were added in the model.
Conclusion
Our study found both proportion of screening and willingness were at a low level, and age, economic and regional factors were the main factors for implementation of CC screening in China. In the future, targeted policies should be formulated according to the characteristics of different groups of people, and reduce the gap in the current health service capacity between different regions.
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Chen Y, Song M, Zhang Y, Yu X, Zou S, Zhu P, Zhou Y, Yang H. The temporal trend of women’s cancer in Changle, China and a migrant epidemiological study. Front Oncol 2023; 13:1092602. [PMID: 37007071 PMCID: PMC10061142 DOI: 10.3389/fonc.2023.1092602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/27/2023] [Indexed: 03/18/2023] Open
Abstract
BackgroundAlthough the etiology of women’s cancer has been extensively studied in the last few decades, there is still little evidence comparing the temporal pattern of these cancers among different populations.MethodsCancer incidence and mortality data from 1988 to 2015 were extracted from the Changle Cancer Register in China, and cancer incidence data for Los Angeles were extracted from Cancer Incidence in Five Continents plus database. A Joinpoint regression model was used to analyze the temporal trends of incidence and mortality for breast, cervical, corpus uteri and ovarian cancers. The standardized incidence ratios were applied to compare the cancer risk across populations.ResultsAn increasing trend of incidence rate for breast, cervical, corpus uteri and ovarian cancer was observed in Changle, although the rate leveled off for breast and cervical cancer after 2010, although not statistically significant. The mortality rate of breast and ovarian cancer was slightly increased during this period, while we found a decreased mortality of cervical cancer from 2010. The mortality of corpus uteri cancer showed a decreasing and then increasing trend. The incidence of breast, corpus uteri and ovarian cancer in Chinese American immigrants in Los Angeles was significantly higher than indigenous Changle Chinese and lower than Los Angeles whites. However, the incidence of cervical cancer in Chinese American immigrants shifted from significantly exceeding to lower than Changle Chinese.ConclusionThe incidence and mortality of women’s cancers in Changle were generally on the rise, and this study concluded that environmental changes were important factors affecting the occurrence of these cancers. Appropriate preventive measures should be taken to control the occurrence of women’s cancers by addressing different influencing factors.
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Affiliation(s)
- Yu Chen
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Mengjie Song
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Yanyu Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Xingxing Yu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Shuqing Zou
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Pingxiu Zhu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Yulin Zhou
- United Diagnostic and Research Center for Clinical Genetics, Women and Children’s Hospital, School of Medicine and School of Public Health, Xiamen University, Xiamen, Fujian, China
- *Correspondence: Haomin Yang, ; Yulin Zhou,
| | - Haomin Yang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- *Correspondence: Haomin Yang, ; Yulin Zhou,
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Tang Y, Qiao C, Li Q, Zhu X, Zhao R, Peng X. Research Progress in the Relationship Between P2X7R and Cervical Cancer. Reprod Sci 2023; 30:823-834. [PMID: 35799022 DOI: 10.1007/s43032-022-01022-w] [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: 02/27/2022] [Accepted: 06/16/2022] [Indexed: 11/28/2022]
Abstract
Cervical cancer is one of the most common and serious tumors in women. Finding new biomarkers and therapeutic targets plays an important role in the diagnosis, prognosis, and treatment of cervical cancer. Purinergic ligand-gated ion channel 7 receptor (P2X7R) is a purine ligand cation channel, activated by adenosine triphosphate (ATP). Studies have shown that P2X7R plays an important role in a variety of diseases and cancers. More and more studies have shown that P2X7R is also closely related to cervical cancer; therefore, the role of P2X7R in the development of cervical cancer deserves further discussion. The expression level of P2X7R in uterine epithelial cancer tissues was lower than that of the corresponding normal tissues. P2X7R plays an important role in the apoptotic process of cervical cancer through various mechanisms of action, and both antagonists and agonists of P2X7R can inhibit the proliferation of cervical cancer cells, while P2X7R is involved in the antitumor effect of Atr-I on cervical cancer cells. This review evaluates the current role of P2X7R in cervical cancer in order to develop more specific therapies for cervical cancer. In conclusion, P2X7R may become a biomarker for cervical cancer screening, and even a new target for clinical treatment of cervical cancer.
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Affiliation(s)
- Yiqing Tang
- School of Medical Laboratory, Weifang Medical University, Weifang, Shandong, China
| | - Cuicui Qiao
- School of Medical Laboratory, Weifang Medical University, Weifang, Shandong, China
| | - Qianqian Li
- School of Medical Laboratory, Weifang Medical University, Weifang, Shandong, China
| | - Xiaodi Zhu
- School of Medical Laboratory, Weifang Medical University, Weifang, Shandong, China
| | - Ronglan Zhao
- School of Medical Laboratory, Weifang Medical University, Weifang, Shandong, China.
| | - Xiaoxiang Peng
- School of Medical Laboratory, Weifang Medical University, Weifang, Shandong, China.
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Maurya S, Tiwari S, Mothukuri MC, Tangeda CM, Nandigam RNS, Addagiri DC. A review on recent developments in cancer detection using Machine Learning and Deep Learning models. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Development of a liquid-based cytology method for detecting cervical cancer cells using functional gold nanorods. KOREAN J CHEM ENG 2023. [DOI: 10.1007/s11814-022-1307-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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Rosato I, Dalla Zuanna T, Tricarico V, Barbiellini Amidei C, Canova C. Adherence to Cervical Cancer Screening Programs in Migrant Populations: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2200. [PMID: 36767568 PMCID: PMC9915157 DOI: 10.3390/ijerph20032200] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/23/2023] [Accepted: 01/24/2023] [Indexed: 06/18/2023]
Abstract
Organized cervical cancer screening programs to promote the early identification of precancerous lesions have proven to be effective in decreasing the burden associated with cervical cancer, but knowledge regarding screening adherence among migrant women compared to that of native women has not been summarized. A systematic search of the literature on PubMed, Scopus and Embase led to the identification of 772 papers that were published up to July 2022 and reported population-based data regarding adherence to cervical screening. The screening participation rates among migrant women, compared to native women, were pooled using a random-effects meta-analysis. A total of 18 papers were included in the review, with most of them being conducted in Europe (83.3%). Overall, migrants showed a significantly lower participation rate compared to native women (OR for screening adherence: 0.54, 95% CI = 0.42-0.70). This discrepancy was especially evident for migrant women from North Africa and Sub-Saharan Africa (OR = 0.47, 95% CI = 0.35-0.63, and OR = 0.35, 95% CI = 0.24-0.49, respectively). The results of this systematic review emphasize the importance of increasing cervical cancer screening adherence among migrant women. A significant heterogeneity in screening adherence was observed based on the country of origin. Interventions aimed at reducing the disparities in screening participation should specifically consider how to improve the recruitment of migrant women.
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Affiliation(s)
- Isabella Rosato
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, 35131 Padua, Italy
| | - Teresa Dalla Zuanna
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, 35131 Padua, Italy
| | - Valentina Tricarico
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, 35131 Padua, Italy
| | - Claudio Barbiellini Amidei
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, 35131 Padua, Italy
- Epidemiological Department, Azienda Zero, Veneto Region, 35131 Padua, Italy
| | - Cristina Canova
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, 35131 Padua, Italy
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Zibako P, Tsikai N, Manyame S, Ginindza TG. Cervical cancer management in Zimbabwe (2019-2020). PLoS One 2022; 17:e0274884. [PMID: 36129898 PMCID: PMC9491541 DOI: 10.1371/journal.pone.0274884] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/06/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Globally, cervical cancer is the fourth most commonly diagnosed cancer amongst women, and it is especially common in low- and middle-income countries (LMICs). The aim of the study was to determine the current patterns and characteristics of CC management in Zimbabwe in the HIV pandemic era, including the knowledge, attitude and practice of patience. METHODS The study was a mixed method which incorporated a cross-sectional survey of 408 CC patients which was conducted from October 2019 to September 2020 using an interviewer administered paper questionnaire. The study was conducted at Parirenyatwa hospital, the only cancer treating public health facility in Harare, Zimbabwe. Differences in study outcome by categorical variables were assessed using the Person Chi-square (χ2) test. Odds ratios (unadjusted and adjusted) and 95%CIs for potential risk factors associated with the outcome were estimated using logistic regression model. RESULTS From a total of 408 CC patients recruited into the study no prevention mechanism was available or known to these patients and only 13% knew that CC is caused by Human papillomavirus. Only 87 (21%) had ever been screened for CC and 83 (97%) of those who had been screened had the visual inspection with acetic acid procedure done. Prevention (screening uptake) is statistically high among the educated (with secondary education OR = 9.497, 95%CI: 2.349-38.390; with tertiary OR = 59.381, 95%CI: 11.937-295.380). Late presentation varied statistically significantly with marital status (high among the divorced, OR = 2.866; 95% CI: 1.549-5.305 and widowed OR = 1.997; 95% CI: 1.112-3.587), was low among the educated (Tertiary OR = .393; 95% CI: .166-.934), low among those living in the rural (OR = .613; 95% CI: .375-.987), high among those with higher parity OR = 1.294; 95% CI: 1.163-1.439). Less than 1% of the patients had surgery done as a means of treatment. Radiotherapy was administered to 350 (86%) of the patients compared to chemotherapy administered to 155 (38%). A total of 350 (86%) have failed to take medication due to its unavailability, while 344 (85%) missed taking medication due to unaffordability. Complementary and alternative medicines were utilized by 235 (58%). Majority, 278 (68%) were HIV positive, mainly pronounced within age (36-49 years OR = 12.673; 95% CI: 2.110-76.137), among those with higher education (secondary education OR = 4.981; 95%CI: 1.394-17.802 and in those with no co-morbidities (893.956; 95%CI: 129.611-6165.810). CONCLUSION CC management was inadequate from prevention, screening, diagnosis, treatment and palliative care hence there is need to improve CC management in Zimbabwe if morbidity and mortality are to be reduced to acceptable levels. Education helped improve prevention, but reduces chances of diagnosis, working as a doubled edged sword in CC management Prevention was high among the educated. Those in rural areas experience poor CC management. It should be noted that general education is good; however it must be complimented by CC awareness to improve CC management outcomes holistically. Cervical cancer management services need to be decentralized so that those in rural areas have easy access. Given that those with co-morbidities and high parity have better CC management, CC services need to be tied to co-morbidity and antenatal/post-natal care and management services.
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Affiliation(s)
- Petmore Zibako
- Discipline of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Nomsa Tsikai
- College of Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Sarah Manyame
- College of Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Themba G. Ginindza
- Cancer & Infectious Diseases Epidemiology Research Unit (CIDERU), College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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Amram O, Amiri S, Robison J, Pflugeisen C, Monsivais P. COVID-19 and inequities in colorectal and cervical cancer screening and diagnosis in Washington State. Cancer Med 2022; 11:2990-2998. [PMID: 35304835 PMCID: PMC9110900 DOI: 10.1002/cam4.4655] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/14/2021] [Accepted: 12/17/2021] [Indexed: 01/22/2023] Open
Abstract
INTRODUCTION Studies have shown that cancer screenings dropped dramatically following the onset of the coronavirus diseases 2019 (COVID-19) pandemic. In this study, we examined differences in rates of cervical and colorectal cancer (CRC) screening and diagnosis indicators before and during the first year of the COVID-19 pandemic. METHODOLOGY We used retrospective data from a large healthcare system in Washington State. Targeted screening data included completed cancer screenings for both CRC (colonoscopy) and cervical cancer (Papanicolaou test (Pap test)). We analyzed and compared the rate of uptake of colorectal (colonoscopies) and cervical cancer (Pap) screenings done pre-COVID-19 (April 1, 2019-March 31, 2020) and during the pandemic (April 1, 2020-March 31, 2021). RESULTS A total of 26,081 (12.7%) patients underwent colonoscopies in the pre-COVID-19 period, compared to only 15,708 (7.4%) patients during the pandemic, showing a 39.8% decrease. A total of 238 patients were referred to medical oncology for CRC compared to only 155 patients during the first year of the pandemic, a reduction of 34%. In the pre-COVID-19 period, 22,395 (10.7%) women were administered PAP tests compared to 20,455 (9.6%) women during the pandemic, for a 7.4% reduction. period 1780 women were referred to colposcopy, compared to only 1680 patients during the pandemic, for a 4.3% reduction. CONCLUSION Interruption in screening and subsequent delay in diagnosis during the pandemic will likely lead to later-stage diagnoses for both CRC and cervical cancer, which is known to result in decreased survival. IMPACT The results emphasize the need to prioritize cancer screening, particularly for those at higher risk.
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Affiliation(s)
- Ofer Amram
- Elson S. Floyd College of MedicineWashington State UniversitySpokaneWashingtonUSA
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of MedicineWashington State UniversitySpokaneWashingtonUSA
- Paul G. Allen School for Global Animal HealthWashington State UniversityPullmanWashingtonUSA
| | - Solmaz Amiri
- Elson S. Floyd College of MedicineWashington State UniversitySpokaneWashingtonUSA
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of MedicineWashington State UniversitySpokaneWashingtonUSA
| | - Jeanne Robison
- MultiCare Institute for Research & InnovationTacomaWashingtonUSA
- MultiCare Deaconess Cancer & Blood Specialty Centers Spokane WashingtonSpokaneWashingtonUSA
| | | | - Pablo Monsivais
- Elson S. Floyd College of MedicineWashington State UniversitySpokaneWashingtonUSA
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of MedicineWashington State UniversitySpokaneWashingtonUSA
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Wu Y, Chen T, Huang Y, Li Y, Wang X. MRI Using Artificial Intelligence Algorithm to Evaluate Concurrent Chemoradiotherapy for Local Recurrence and Distant Metastasis of Cervical Squamous Cell Carcinoma. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:4449696. [PMID: 35936360 PMCID: PMC9352503 DOI: 10.1155/2022/4449696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 06/21/2022] [Accepted: 06/27/2022] [Indexed: 11/17/2022]
Abstract
The aim of this study was to investigate the magnetic resonance imaging (MRI) features of patients with local recurrence and distant metastasis of cervical squamous cell carcinoma before and after concurrent chemoradiotherapy based on artificial intelligence algorithm. In this study, 100 patients with cervical squamous cell carcinoma with local recurrence and distant metastasis who underwent concurrent chemoradiotherapy were collected as the research subjects, and all underwent MRI multisequence imaging scans. At the same time, according to the evaluation criteria of solid tumor efficacy, patients with complete remission were classified into the effective group, and patients with partial remission, progressive disease, and stable disease were classified into the ineffective group. In addition, an image segmentation algorithm based on Balloon Snake model was proposed for MRI image processing, and simulation experiments were carried out. The results showed that the Dice coefficient of the proposed model segmentation of the reconstructed image was significantly higher than that of the level set model and the greedy algorithm, while the running time was the opposite (P < 0.05). The lesion volume (38.76 ± 5.34 cm3) in the effective group after treatment was significantly smaller than that in the noneffective group (46.33 ± 4.64 cm3), and the rate of lesion volume shrinkage (28.71%) was significantly larger than that in the noneffective group (12.49%) (P < 0.05). The relative apparent diffusion coefficient (rADC) value and rADC value change rate of the lesion after treatment in the effective group were significantly greater than those in the noneffective group (P < 0.05). In summary, the image segmentation and reconstruction algorithm based on Balloon Snake model can not only improve the quality of MRI images but also shorten the processing time and improve the diagnostic efficiency. The volume regression rate and rADC value change rate of cervical squamous cell carcinoma lesion can reflect the early efficacy of concurrent chemoradiotherapy for cervical squamous cell carcinoma and have predictive value.
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Affiliation(s)
- Youyi Wu
- Department of Oncology Radiotherapy, The Third Affiliated Hospital of Wenzhou Medical University (Ruian People's Hospital), Ruian, Wenzhou, 325200 Zhejiang, China
| | - Tingting Chen
- Department of Oncology Radiotherapy, The Third Affiliated Hospital of Wenzhou Medical University (Ruian People's Hospital), Ruian, Wenzhou, 325200 Zhejiang, China
| | - Yiwei Huang
- Department of Oncology Radiotherapy, The Third Affiliated Hospital of Wenzhou Medical University (Ruian People's Hospital), Ruian, Wenzhou, 325200 Zhejiang, China
| | - Yongchou Li
- Department of Radiology and Imaging, The Third Affiliated Hospital of Wenzhou Medical University (Ruian People's Hospital), Ruian, Wenzhou, 325200 Zhejiang, China
| | - Xiaoyan Wang
- Department of Oncology Radiotherapy, The Third Affiliated Hospital of Wenzhou Medical University (Ruian People's Hospital), Ruian, Wenzhou, 325200 Zhejiang, China
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Awareness and knowledge associated to Human papillomavirus infection among university students in Morocco: A cross-sectional study. PLoS One 2022; 17:e0271222. [PMID: 35802731 PMCID: PMC9269923 DOI: 10.1371/journal.pone.0271222] [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: 12/01/2021] [Accepted: 06/24/2022] [Indexed: 12/01/2022] Open
Abstract
Worldwide, cervical cancer is a real health issue, however, gaps exist in the public’s awareness of the causal role of Human papillomavirus (HPV) in the development of this disease. This study aims to determine the level of awareness, knowledge and the associated factors on HPV among university students in Morocco. A cross-sectional study was conducted with a descriptive and analytical aim, among students attending Ibn Zohr University, in Agadir, Morocco. An interview questionnaire was used to collect information about the participants: demographic data, awareness and level of knowledge on HPV infection, and awareness of cervical cancer. Logistic regression analyses were used to determine the associated factors with awareness and level of knowledge on HPV. A total of 479 students participated in this study (mean age 21.82 ± 2.091). Most participants n = 391 (81.6%) were aware of cervical cancer, while only n = 7 (1.5%) identified HPV as a sexually transmitted infection. Among students, 10.0% (n = 48) were aware of HPV but only half of them n = 23 (47.9%) confirmed that HPV is associated with cervical cancer, and n = 29 (60.4%) showed low knowledge on HPV. Multivariate analysis revealed that HPV awareness has a strong association with a higher level of education (OR 4.04; 95% CI: 1.92–8.52), and with being a biology student (OR 5.20; 95% CI: 2.12–12.73), while high HPV knowledge was only associated with the female gender (OR 3.76; 95% CI: 1.01–13.92). The data suggest that university students in Morocco did not show sufficient knowledge of HPV infection and its consequences. This supports that earlier incorporation of sexual health education programs, especially related to HPV and cervical cancer, must be implemented in the university to reduce the burden of HPV-associated diseases among the population at risk.
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