Cervical Cytology Research Articles

Liquid-based Cytological Features of Adenocarcinoma Not Otherwise Specified, Extrauterine Adenocarcinoma, and Other Malignant Neoplasms of The Uterine Cervix: A 5-year Single-institutional Experience With 30 Consecutive Patients.

The adenocarcinoma (ADC) and other malignant neoplasm (OMN) terminologies of The Bethesda System represent various histological types of uterine and extrauterine malignancies. This study aimed to clarify the incidences of ADC not otherwise specified (ADC-NOS), ADC extrauterine (ADC-EXT), and OMN in our institution and describe their characteristic cytomorphological features. We searched the database to identify all patients diagnosed with carcinoma, including those diagnosed through cervical liquid-based cytology (LBC), between January 2019 and December 2023. The electronic medical records and all available slides were reviewed. Overall, 30 of the 149,197 (0.02%) patients were diagnosed with ADC-NOS, ADC-EXT, and OMN. All three groups included various histological types of both gynecological and non-gynecological origin. More than two-thirds (23/30; 76.7%) were of uterine origin, but seven patients had metastatic carcinoma of extrauterine organ origin, including the ovary, lung, stomach, breast, colon, urethra, and pancreas. In all patients, the cytological features were concordant with the histological features. In LBC, ADC-NOS does not only encompass uterine cervical tumors, but also various types of extrauterine malignancies. ADC-EXT and OMN also represent both extrauterine and uterine tumors. Awareness of the morphological features observed in LBC samples of non-gynecological malignancies may be helpful in obtaining the correct diagnosis.

Trends in high-risk human papillomavirus infection and cervical cytology of women in Karamay City, 2012-2021.

Background To describe the changes in cervical lesions prevalence and high-risk human papillomavirus (HR-HPV) infections from 2012 to 2021, which have never been reported before, to provide direction for the effective implementation of cervical cancer prevention measures. Methods This retrospective study included women aged >25years who received either organised or opportunistic cervical HR-HPV screening from January 2012 to December 2021 in Karamay Central Hospital, Karamay, China. The patients were split into four groups according to age 25-35, 36-45, 46-55 and >55years, respectively. The Joinpoint Regression Program was used to analyse the trends of HR-HPV infection and the detection of cervical lesions. Results Data from 85,429 women revealed a decline in HR-HPV infection rates across all age groups from 2012 to 2021. Although HR-HPV infection rates decreased, cervical lesion detection rates increased, although the proportion of cervical cancer in these lesions declined, likely due to enhanced awareness and HPV vaccination in Karamay. From 2012 to 2021, the prevalence of low-grade squamous intraepithelial lesions was 9.70%, and high-grade squamous intraepithelial lesions was 5.85%. HR-HPV infections were highest in the ≥55years age group, with HPV52 (20.96%) being the most prevalent type. Conclusions In the past 10years, the prevalence of HR-HPV infection has shown a decreasing trend, whereas the detection prevalence of cervical lesions has shown an upward trend among women in Karamay City. Importantly, particular emphasis should be placed on cervical cancer screening in women aged >55years.

Prospective Study On Spectrum Of Cervical Cytology In Papanicolaou Smears Of Symptomatic Women In A Tertiary Care Hospital In Southern Rajasthan

Prospective Study On Spectrum Of Cervical Cytology In Papanicolaou Smears Of Symptomatic Women In A Tertiary Care Hospital In Southern Rajasthan

The Prevalence of Abnormal Cervical Cytology at Federal Teaching Hospital Gombe: A Cross-Sectional Study

Introduction: Cervical cancer continues to be a significant public health concern, ranking as the fourth most common cancer among women globally, with approximately 604,000 new cases and 342,000 deaths reported in 2020 (World Health Organization, 2020). The burden of cervical cancer disproportionately affects women in low- and middle-income countries (LMICs), where access to effective screening and treatment options is often limited. Early detection and treatment of cervical premalignant lesions are crucial in reducing the incidence and mortality associated with this preventable disease. The objectives of this study was to determine the prevalence of abnormal cervical cytology, the histological types and patient characteristics among patients attending the Gynaecology/postnatal clinic of Federal Teaching Hospital, Gombe State, Nigeria. Methods: A retrospective study of all cervical smears received and processed at the Pathology laboratory of Federal Teaching Hospital between January 2022 and December 2022. Results: The records of 596 smears of women between the ages of 20 and 65 years were retrieved and analyzed. Negative smears were predominant (62.6%) while 8.7% were inflammatory smears. Dyskaryotic smears were found in 155 smears (26.0%); this was made up atypical glandular cells of undetermined significance (AGCUS) in 1.8%, Atypical squamous cells of undetermined significance (ASCUS) in 10.23%, Low grade squamous intraepithelial lesion (LSIL) in 10.6% and High grade squamous intraepithelial lesion (HSIL) in 3.6%. Malignant cells were found in 0.5% of the smears while the remaining 2.1% were unsatisfactory. Conclusion: The relatively high frequency of dyskaryosis in this study lends credence to the need for us to widen our cervical screening coverage in order to achieve the highest possible coverage rate. This can be achieved through the use of public education by means of various media, women and religious organizations.

Prevalence and distribution of human papillomavirus genotypes in women with abnormal cervical cytology in Ethiopia: a systematic review and meta-analysis.

Cervical cancer is the 4th most common cancer in women globally. Determining the prevalence of the high-risk human papillomavirus (HR-HPV) and low-risk (LR-HPV) genotypes and the distribution in abnormal cervical cytology will be essential in a future population-based cervical cancer prevention program. Primary studies with women with abnormal cervical cytology were systematically searched for in Medline, CINHAL, Google Scholar, African Journal Online, and the University of Antwerp repository from 19-30 May 2023. A weighted inverse-variance random effects model was used. Variations across the studies were checked using a forest plot, I2 statistics, and Egger's test. Group analysis was performed for evidence of heterogeneity. The pooled prevalence of human papillomavirus (HPV) genotypes with abnormal cervical cytology of a precancerous cervical lesion was 38.74% (95% CI: 27.56-49.93). The leading pooled prevalence estimates by subgroup analysis were 18% (95% CI: 13-26), 14% (95% CI: 111-16), and 66% (51-79) for women with retroviral infection (RVI), DNA genotyping with amplification, and central parts of Ethiopia respectively. There were 25 HPV variants identified by genotyping techniques with the five most prevalent HPV genotypes being HPV-16 and HPV-18 coexisting at 54%; HPV-16 alone at 29%; HPV-51 at 16%; HPV-52 at 13%; and HPV-31 and HPV-33 each contributing approximately 12%. The pooled prevalence of HPV genotypes was higher than in other countries. HPV-51, HPV-52, HPV-31, and HPV-33 are the most prevalent genotypes. Hence, the nonavalent vaccine type would be the one that includes all the most prevalent HPV genotypes, but HPV-51in Ethiopia. Additional data on similar DNA test techniques for comparisons with precancerous lesions and invasive cancer are needed. Cervical cancer prevention and control programs in Ethiopia should be aligned with the most prevalent genotypes. https://www.crd.york.ac.uk/prospero/, identifier CRD42023428955.

The role of co-infections on cervical intraepithelial neoplasia prevalence in western Kenya.

Background Screening for co-infections with HIV, HSV-2 and Chlamydia trachomatis (CT ) among high-risk human papilloma virus (hr-HPV) positive women remains essential in alleviating high morbidity of cervical cancer (CC). The aim of this study was to determine the prevalence of cervical intraepithelial neoplasia (CIN) among women referred for CC screening at a referral hospital in Kisumu County, Kenya; and to establish the role of co-infection on CIN. Method In a cross-sectional study, we collected HPV, HIV, HSV-2 and CT data, cervical cytology results, and demographic information from 517 referrals. Blood samples were obtained for HIV and HSV-2 tests; urine for CT test and cervical swabs for hr-HPV test. Results The overall prevalence of CIN was 18.4% (95/517) with CIN1 observed in 56(29.6%), CIN2 in 27(`14.3%), CIN3 + in 12(6.3%) and normal biopsy in 94(49.7%) of the patients out of which high grade CIN2 and above (CIN2+) was 7.54% (39/517) equivalent to 32.5 per 100,000 women per year. HPV/HIV co-infection (infected vs. uninfected: OR 2.79; 95% CI 1.56-5.10, p < 0.001); HPV/HSV-2 co-infection (infected vs. uninfected: OR 2.41, 95% CI: 1.12-5.46, p < 0.024); HPV/CT co-infection (infected vs. uninfected: OR 3.83; 95% CI 1.84-8.51, p < 0.001) were found to be significantly associated with CIN. Conclusion Overall prevalence of CIN was high in the region although high-grade CIN2 + remained relatively lower as reported earlier. Age factor, widowhood and co-infections with HIV, HSV-2 or Chlamydia trachomatis were associated with increased risk of testing positive for CIN.

High-risk human papillomavirus diversity among indigenous women of western Botswana with normal cervical cytology and dysplasia

BackgroundCervical cancer remains a public health problem despite heavy global investment in health systems especially in low-and-middle-income countries (LMIC). Prophylactic vaccines against the most commonly detected human papillomavirus (HPV) types in cervical cancers are available and decisions on the selection of vaccine design depends on the prevalence of high-risk (hr) HPV genotypes for a particular region. In 2015, Botswana adopted the use of a quadrivalent HPV vaccine as a primary prevention strategy. Secondary prevention includes cervical smear screening whose uptake remains notably low among indigenous and marginalized communities despite efforts to improve access.AimTo determine the prevalence of hrHPV genotypes and cervical lesions’ burden in women from the indigenous and marginalized communities of Botswana.MethodsThis prospective survey enrolled 171 non-HPV vaccinated women aged 21 years and older. Face-to-face interviews, Pap smear screening, hr-HPV and Human Immuno-deficiency virus (HIV) testing were carried out. Conventional Papanicolau smears were analyzed and cervical brushes were preserved for hrHPV testing using the Ampfire Multiplex HR-HPV protocol which detects the following genotypes: HPV 16, 18, 31, 35, 39, 45, 51, 52, 53, 56, 58, 59 and 68.ResultsIn this study, 168/171 (98.6%) of the women consented to HIV testing; 53/171 (31%) were living with HIV and self-reported enrolment on antiretroviral therapy. Among the women examined, 23/171 (13.5%) had cervical dysplasia with most presenting with Atypical Squamous Cells of Undetermined Significance 8/23 (35%), Low-Grade Squamous Intraepithelial Lesions 8/23 (35%), Atypical Squamous Cells-High Grade 4/23 (17%), Atypical Endocervical Cells 2/23 (9%) and Atypical Endocervical Cell favoring neoplasia 1/23(4%). However, no High-Grade Squamous Intraepithelial Lesions (HSIL) or squamous cell carcinoma (SCC) were detected. Overall hrHPV prevalence in this study was at 56/171 (32.7%). The most commonly detected hrHPV genotypes in women with cervical dysplasia were HPV39 (6.25%), HPV51 (14.5%), HPV52 (12.5%) and HPV56 (4%). Notably, HPV 16 and 18 were not found in women with cervical dysplasia.ConclusionsOur study provides valuable insights into the prevalence and distribution of hrHPV genotypes in indigenous and marginalized communities in Botswana, and the need for further investigation of their potential role in cervical carcinogenesis in this population. These results may also serve as baseline data to facilitate future evaluation of the HPV vaccine needs.

Targeting HPV for the prevention, diagnosis, and treatment of Cervical Cancer.

Despite advances in screening and prevention, cervical cancer (CC) remains an unresolved public health issue and poses a significant global challenge, particularly for women in low-income regions. Human papillomavirus (HPV) infection, especially with the high-risk strains, is a primary driver of cervical carcinogenesis. Emerging evidence indicates that integrating HPV testing with existing approaches, such as cervical cytology and visual inspection, offers enhanced sensitivity and specificity in CC screening. HPV infection-associated biomarkers, including HPV E6/E7 oncogenes, p16^INK4a, DNA methylation signatures, and non-coding RNAs, offer valuable insights into disease progression and the development of personalized interventions. Preventive and therapeutic vaccination against HPV, along with tertiary prevention strategies such as the use of antiviral and immune-modulating drugs for HPV-related lesions, show great clinical potential. At the mechanistic level, single-cell RNA sequencing analysis and the development of organoid models for HPV infection provide new cellular and molecular insights into HPV-related CC pathogenesis. This review focuses on the crucial roles of HPV in the prevention, diagnosis, and treatment of CC, with particular emphasis on the latest advancements in screening and disease intervention.

Epidemiological study of human papillomavirus infection in 105,679 women in Wuhan, China

BackgroundQuality assessment of the prevalence and distribution of human papillomavirus (HPV) genotypes could support additional targeted HPV vaccinations. However, the characteristics of HPV infection in Wuhan city are limited in the past decade. We aimed to assess the epidemiology of HPV infection among women and provide a reference for the prevention and treatment of cervical cancer in this region.MethodsA retrospective study employing 105,679 women attending Wuhan Medical and Health Center for Women and Children for cervical cancer screening from January 2015 to December 2022 was conducted. The HPV genotype was detected by polymerase chain reaction (PCR) and diversion hybridization. The overall incidence and age-specific type distribution of HPV infection and the relationship between HPV infection and cervical cytology were analyzed.ResultsThe overall HPV infection rate was 16.87% in Wuhan city, and the prevalence rates of high-risk, low-risk and mixed high- and low-risk HPV infections were 13.64%, 1.77% and 1.46%, respectively. The five most prevalent genotypes were HPV52 (4.24%), HPV58 (2.42%), HPV16 (2.34%), HPV53 (1.87%), and HPV39 (1.66%). The prevalence of HPV in women exhibited a “two-peak” pattern, the peaks of which were observed in the < 21 years group (37.4%) and the 61–65 years group (41.72%). Logistic regression analysis revealed no significant difference in the rate of high-grade lesion positivity between single and multiple high-risk HPV infections. Among patients with a high-grade squamous intraepithelial lesion+ (HSIL+) ThinPrep cytologic test (TCT) diagnosis, HPV58 was the most common type, followed by HPV52, HPV16, HPV39 and HPV53.ConclusionsHPV types 52, 58, 16, 53, and 39 were the most common types in the general female population in Wuhan, and the prevalence of HPV infection varied among different age groups. This study provides a comprehensive overview of the epidemiological characteristics of HPV infection in women, which could support the development of targeted prevention and control strategies for cervical cancer in the region.

Co-infection of human papillomavirus and herpes simplex virus-2 with cervical dysplasia among women in Kaduna State, Nigeria

Background: The epidemiology of human papillomavirus (HPV) and co-infections with herpes simplex virus type 2 (HSV-2) remains poorly characterized in Africa. High risk HPV (hrHPV) infection is the primary cause of 99.7% all cervical cancer especially in the presence of genital ulcer disease (GUD) which is usually caused by HSV-2. Herpes simplex virus-2 might interact directly with hrHPV to increase the risk of cervical cancer. Co-infection of HPV and HSV-2 in asymptomatic women could provide a clue to early diagnosis of cervical cancer and this could aid in the development of new strategies for effective management and improvement of the quality of life of women who are infected. If the synergy between HPV and HSV-2 can be prevented, there may be significant reduction of the incidence of cervical cancer. Methodology: This was a descriptive cross-sectional study of 515 randomly selected apparently healthy women of reproductive age whose cervical samples were screened for HPV and HSV-2 in Kaduna State, Nigeria. The cervical samples were collected by liquid-based cytology (LBC) for detection of cervical epithelial cell abnormalities (CEA) and molecular detection of HPV and HSV-2 using conventional polymerase chain reaction (PCR) assay. Extracted viral DNAs from the samples were amplified by convectional PCR using specific hrHPV (HPV 16,18, 31 and 45) primer sets and a broad spectrum MY09/11 and GP5+/6+ primers for a wider range of HPV genotypes while HSV-2 DNA was detected by florescence-based PCR assay with HSV-2 gG primers and probes. Results: PCR assay revealed that 14.7% (n=76) of the 515 selected women harbored HPV, HSV-2 or both. The prevalence of HPV, hrHPV, HSV-2 and HPV/HSV-2 co-infection among in the study participants are 11.8% (n=61), 9.3% (n=48), 5.6% 4% (n=29) and 2.3% (n=12) respectively. The frequency of HPV detection in HSV-2 infected participants (41.4%, 12/29) was significantly higher (OR=6.295, p&lt;0.0001) than in HSV-2 negative participants (10.1%, 49/437), but only co-infections of HPV-31 (p=0.004) and HPV-18 (p=0.040) with HSV-2 were significantly associated. Cervical cytology reports on the smears revealed prevalence of cervical epithelial abnormalities (CEA) of 16.7% (n=86), with cervical dysplasia prevalence of 6.4% (n=33), consisting of high grade squamous intraepithelial lesion (HGSIL) of 1.6% (n=8), low grade squamous intraepithelial lesion (LGSIL) of 4.1% (n=21) and atypical squamous cells of uncertain significance (ASCUS) of 0.8% (n=4). The frequency of HPV detection in women with cervical dysplasia (93.9%, 31/33) was significantly higher (OR=14.22, p&lt;0.0001) than in women without cervical dysplasia (6.2%, 30/482), and all HPV genotypes were significantly associated (p&lt;0.05) with cervical dysplasia except HPV 16 (p=0.051). Also, the frequency of HPV/HSV-2 co-infection among women with cervical dysplasia (15.2%, 5/33) was significantly higher than among women without cervical dysplasia (1.5%, 7/482) (OR=12.12, p&lt;0.0001). Comparing women with cervical inflammatory and atrophic changes (n=53), women with cervical dysplasia (HGSIL, LGSIL and ASC-US) had significantly higher frequency of HPV infection (χ2=42.829, p=0.000), HSV-2 infection (χ2=25.140, p=0.001) and HPV/HSV-2 co-infections (χ2=66.602, p=0.000). Conclusion: Co-infection rate of hrHPV and HSV-2 among women in Kaduna State is 2.3%. Demographic factors significantly influencing the rate of co-infections included age and marital status. In spite of the screening method using the traditional Pap smear, GUD and cervical cancer continues to be a major public health problem, thus more sensitive and specific methods such as liquid based cytology technique and polymerase chain reaction for early detection of cervical dysplasia and hrHPV or HSV-2 in asymptomatic women should be adopted for routine use

The utility of an HPV genotype assay for cancer screening in self-collected urine/vaginal samples from Japanese women.

Objectives The high incidence of invasive cervical cancer among those who have not undergone cancer screening is a serious problem. This study aimed to investigate the utility of HPV test results from self-collected urine and vaginal samples as screening tools. Design The study was conducted in two steps. First, the appropriate storage container, temperature, and time until urine HPV assay performance were verified. Second, the results of spot urine testing under those conditions and of gynecologist-collected cervical and self-collected vaginal samples were compared to verify the feasibility of using the BD Onclarity® HPV assay for individuals with abnormal cervical cytology. Participants/Materials, Setting, Methods The participants were 121 women with abnormal cervical cytology. Self-collected urine and vaginal samples, along with gynecologist-collected cervical samples, were tested for HPV using the BD Onclarity® HPV assay. The optimal conditions for urine sample storage were identified by comparing the HPV detection rates under various conditions. Results Urine stored in a BD Probe Tec™ (QxUPT) for less than 72 hours at room temperature was found to have the highest HPV positivity rate. Under these conditions, the detection rates of HPV in urine, cervical, and vaginal samples were examined. HPV type 16 was detected in 41.7% of the cervical samples, type 18 in 10%, and types 31 and 52 in 12.6% each. The concordance rate for HPV testing between clinician-collected cervical and urine samples was 63.9% (kappa 0.34; 95% CI: 0.21-0.47), and that between clinician-collected cervical and self-collected vaginal samples was 77.8% (kappa 0.68; 95% CI: 0.53-0.83), indicating good concordance. In a population with an HPV-related lesion/tumor prevalence of approximately 70%, the sensitivity of HPV testing was 82.7% for the cervix, 46.4% for urine, and 75.7% for vaginal samples. Limitations The primary limitation is the lower detection rate of HPV in spot urine samples than in other sample types, indicating room for methodological improvement. The study's findings are based on a specific population, which may limit generalizability. Conclusions We investigated the optimal self-collected urine-to-testing time and temperature. Self-collected vaginal and urine HPV tests show moderate-high concordance with clinician-collected cervical HPV tests, suggesting their potential utility for women who do not undergo regular cancer screening. However, the sensitivity was not high in spot urine. Therefore, further large-scale studies are needed to verify these findings and optimize testing methods to encourage broader participation in cancer screening programs.

Effect of a multi-ingredient coriolus-versicolor-based vaginal gel in women with HPV-dependent cervical lesions: the PAPILOBS real-life prospective study

Human papillomavirus (HPV) is responsible for virtually all cervical cancers in women. HPV infection and persistency may lead to different-grade squamous intraepithelial lesions that can result in high-grade lesions and cancer. The objective was to prospectively evaluate the results of using a Coriolus-versicolor-based vaginal gel (Papilocare®) on HPV-dependent low-grade cervical lesion repair in a real-life scenario. HPV-positive women _ 25 years with ASCUS/LSIL cervical cytology results and concordant colposcopy images were included, receiving the vaginal gel one cannula/day for 21 days (first month) + one cannula/alternate days (five months). A 6-month second treatment cycle was prescribed when needed. Repair of the cervical low-grade lesions through cytology and colposcopy, HPV clearance, and level of satisfaction, and tolerability were evaluated. In total, 192 and 201 patients accounted for the total and safety analyses, respectively, and 77.1% repaired cervical lesions at 6 or 12 months (76.0% for high-risk HPV). Additionally, 71.6% achieved HPV clearance throughout the study’s duration (70.6% for high-risk HPV). Satisfaction level was rated 7.9 and 7.5 out of 10 at 6 and 12 months, respectively. Only three mild–moderate product-related adverse events were reported, and all of them were resolved by the end of the study. In our study, we observed higher regression rates of low-grade cervical lesions in women treated with Papilocare® vaginal gel than spontaneous regression rates reported in the literature.

Prevalence of Human Papillomavirus (HPV) Infection and its Association With Pap Smear Findings Among Women Attending a Gynecology Clinic in Khorasan Razavi-Iran.

Human papillomavirus (HPV) infection is the most common sexual transmitted disease and Pap smears and HPV testing are crucial for early detection. Advancements in HPV testing improve accuracy, but optimal screening strategies are still debated. This cross-sectional study explores HPV genotypes and predictors of infection among Iranian women undergoing gynecological screening. Study Design: A retrospective cross-sectional study. Women undergoing their initial cervical screening enrolled in this study. Cervical cytology samples for Pap smear analysis were collected from women referred to the genetic laboratory of Academic Center for Education Culture and Research (ACECR), Khorasan Razavi, during gynecological visits, adhering to standardized liquid-based cytology protocols. These samples were obtained over a one-year period since January 2023. Statistical analyses were conducted using SPSS version 21.0, with a significance level set at P<0.05. A total of 328 women enrolled in this study. The mean age of participants was 36±11 years and the overall HPV prevalence was 37.5% (n=123). Among HPV-positive women, nearly half (48.7%) had a single HPV genotype. Genotypes 6 (13%), 16 (12.3%), and 53 (6.7%) were the most prevalent types. Notably, high-risk HPV genotypes (16 and 18 among all) were identified in one-fourth of the study population. Women with endocervical/transformation zone cells had 25% higher odds of having HPV infection, and having mild, moderate, and severe inflammation increased the odds of having HPV infection by 14%, 11%, and 20%, respectively. The considerably high prevalence of HPV infection highlights the significance of HPV prevention programs in this population. Neither bacterial vaginosis nor candida infection showed a direct link to HPV positivity.

Enhancing pap smear image classification: integrating transfer learning and attention mechanisms for improved detection of cervical abnormalities

Cervical cancer remains a major global health challenge, accounting for significant morbidity and mortality among women. Early detection through screening, such as Pap smear tests, is crucial for effective treatment and improved patient outcomes. However, traditional manual analysis of Pap smear images is labor-intensive, subject to human error, and requires extensive expertise. To address these challenges, automated approaches using deep learning techniques have been increasingly explored, offering the potential for enhanced diagnostic accuracy and efficiency. This research focuses on improving cervical cancer detection from Pap smear images using advanced deep-learning techniques. Specifically, we aim to enhance classification performance by leveraging Transfer Learning (TL) combined with an attention mechanism, supplemented by effective preprocessing techniques. Our preprocessing pipeline includes image normalization, resizing, and the application of Histogram of Oriented Gradients (HOG), all of which contribute to better feature extraction and improved model performance. The dataset used in this study is the Mendeley Liquid-Based Cytology (LBC) dataset, which provides a comprehensive collection of cervical cytology images annotated by expert cytopathologists. Initial experiments with the ResNet model on raw data yielded an accuracy of 63.95%. However, by applying our preprocessing techniques and integrating an attention mechanism, the accuracy of the ResNet model increased dramatically to 96.74%. Further, the Xception model, known for its superior feature extraction capabilities, achieved the best performance with an accuracy of 98.95%, along with high precision (0.97), recall (0.99), and F1-Score (0.98) on preprocessed data with an attention mechanism. These results underscore the effectiveness of combining preprocessing techniques, TL, and attention mechanisms to significantly enhance the performance of automated cervical cancer detection systems. Our findings demonstrate the potential of these advanced techniques to provide reliable, accurate, and efficient diagnostic tools, which could greatly benefit clinical practice and improve patient outcomes in cervical cancer screening.

Prevalence of 14 high-risk human papillomavirus subtypes among volunteers of cervical cancer screening by Papanicolaou smear cytology from a tertiary care institute of Assam, India

Abstract: BACKGROUND: In India, cervical cancer is the second most prevalent cancer among women, constituting 18.3% of all cases. Persistent high-risk human papillomavirus (HPV) infection is a well-established risk factor for cervical cancer. OBJECTIVES: This study aimed to assess the prevalence of 14 high-risk HPV subtypes and their association with abnormal cytology among women in Upper Assam. MATERIALS AND METHODS: This descriptive cross-sectional study was conducted from February 2022 to April 2023 at a tertiary care center in Assam. A total of 100 women aged 23-72 years underwent cervical sample collection for HPV DNA analysis via real-time polymerase chain reaction and cytological examination of Papanicolaou (PAP) smears. RESULTS: The overall HPV prevalence was 13%, with 10% testing positive for HPV 16/18 and 6% for other high-risk subtypes. Coinfection with HPV 16/18 and other subtypes was found in 3% of cases. The mean age of HPV-positive participants was 46 years. Cytology results showed 87% normal, 11% inflammatory changes, and 2% epithelial cell abnormalities. The Chi-square analysis (α = 0.05) showed no significant association between age (P = 0.24), religion (P = 0.49), or education (P = 0.57) and HPV positivity, but the study showed a significant association of HPV infection with menstrual cycle (P = 0.04). The study also showed a significant association between cervical cytology and HPV positivity (P = 0.0087). DISCUSSION: The present study’s findings on the prevalence of all 14 high-risk HPV subtypes contribute new insights to the existing literature, although the slightly lower prevalence may be attributed to the sample size and demographic factors. The findings emphasize the need for regular screening by PAP smear as well as by HPV DNA detection, as cytological abnormalities were detected even in those without HPV infection. CONCLUSION: Along with 16/18 HPV subtypes, a longitudinal study may offer important insights into the development of coinfections and the other 12 subtypes of HPV infection, as well as the spectrum of dysplasia and in situ cervical cancer.

A systematic review on deep learning based methods for cervical cell image analysis

Cervical cytology image analysis is indispensable for the detection of abnormal cervical cells. Traditionally, manual screening is time-consuming and labor-intensive. Therefore, a lot of deep learning (DL)-based automatic detection methods have been employed in this field to provide timely, accurate and objective results. In this study, we systematically review the current developments in cervical cell image analysis with DL methods. Specifically, we first present the most popular DL models that are widely applied in cervical cell analysis. Second, we describe the methodology for conducting this review. Third, we provide all publicly available datasets related to cervical cell images to the best of our knowledge. Then, we introduce relevant evaluation metrics and loss functions. Next, we summarize and assort the applications for cervical cell classification and segmentation. Afterwards, we discuss about current challenges and future research directions in this field. Finally, we draw the conclusion of this review.According to the analysis, we conclude that the studies based on DL models have maintained an increasing trend in recent years, which indicates the potential of DL in cervical cell image analysis. In cervical cell image classification, CNN is the most commonly used DL model. Among CNN models, we can find that VGGNet and ResNet are the most popular network architectures for the classification of cervical cells. Transformer is the second commonly used DL model. Moreover, Herlev and SIPaKMeD are the most popular public datasets used for cervical cell classification. In cervical cell segmentation, U-Net and FCN are the two most popular DL architectures. In addition, ISBI2014 and Herlev datasets are the most frequently used among the existing publicly available segmentation datasets. However, there are some issues in this field, such as poor cervical cell classification performance as a result of similar pathological properties between different cell categories. Therefore, it is necessary to develop more effective methods with DL models to improve these issues in the future research.

Baseline data on distribution of human papillomavirus (HPV-) genotypes in cervical samples of gynecological patients before implementation of population-based HPV- vaccination program in Polande implementation of population-based HPV vaccination program in Poland.

Free-of-charge vaccination against human papillomavirus (HPV-) of 12-13-year-old teenagers was introduced on the 1st of June 2023 in Poland. Data on baseline HPV- genotype cervical distribution are crucial to evaluate potential changes after full implementation of the vaccination program. We aimed at evaluating the status of HPV- infection and distribution of HPV- genotypes in cervical cytology of gynecological patients tested in one of the largest HPV- laboratories in Poland. Data on all HPV- tests performed in ALAB Laboratoria Sp. z o. o. in Poland in 2018-2021 were analyzed, focusing on tests that identified genotypes: 6, 11, 16, 18, 26, 31, 33, 35, 39, 40, 42, 44, 45, 51, 52, 53, 54, 56, 58, 59, 61, 62, 66, 67, 68, 70, 73, 81, 82, 83, 89. Distribution of HPV- genotypes was assessed among HPV--positive women. Among 11.151 medical records retrieved in women with valid HPV- test results, 5.681 were positive (50.9%), of whom 2.929 were infected with a single genotype (51.6%). At least one high-risk (HR) genotype was detected in 4.351 women (76.6%). Among all HPV--positive women, the most common HR genotypes were HPV--16, HPV--31 and HPV--66 (24.0%, 11.3%, 11.3%, respectively). HPV--53 was the most prevalent among non-HR types (10.5%). HPV--16 followed by HPV--31 and HPV--66 were the most frequent genotypes in the studied cohort. These results may be compared with the same methodology after full roll-out of HPV- vaccination program in the future to track potential changes in HPV- genotype distribution.

Cervical cytology abnormalities and associated genotype patterns of High-Risk HPV Infection in Women of Tripura, North-East India: A Hospital-Based Study.

The current study explored HPV prevalence and age variation in cervical samples of different cytological categories and HPV types from women seeking gynecological care in Tripura, northeast India. Pap smears, cervical tissues, and HPV/DNA specimens were collected from gynecological outpatient departments (OPD) or in-house patients and were screened for HPV16, HPV18, and other HPV types by PCR. Finally, logistic regression was performed to find the association between epidemiologic factors and HPV infection in women of different cytological grades. About 90% of HPV-screened women were found to be HPV positive. HPV16 was most common in HPV-positive women (53.27%), followed by HPV16/18 co-infection (26.17%). HPV16 or HPV18 was most frequent (86.45%) compared to others (13.55%). Among the confirmed cytological tests 68.83% showed normal cytology and 37.17% showed atypical abrasions. Among the abnormal cytology participants, 94.37% were HPV-positive, and 42.25% had cervical cancer. The prevalence of HPV increased with cytological abnormalities (p < 0.01). Abnormal cytological lesions increased with age (p trend = 0.017). Among all epidemiologic factors studied, parity was strongly associated with overall HPV infection, regardless of cytological status. Observed very high frequency of HPV infection in the current study, warrants further investigations.

Impact of postsurgical vaginal microbiome on high-risk HPV infection and recurrence risk in patients with cervical cancer and intraepithelial neoplasia: A retrospective study

PurposeThis study aimed to determine the effect of postsurgical vaginal microbiome (VM) on high-risk human papillomavirus (hrHPV) infection and the risk of disease recurrence in patients surgically treated for cervical cancer (CC) or intraepithelial neoplasia (CIN). Methods207 women who underwent surgical treatment for CC or CIN at the Department of Gynecologic Oncology of the First Affiliated Hospital of University of Science and Technology of China from November 2016 to October 2023 were included. The patients’ clinical data, including age, surgical modality, and diagnosis at time of index surgery, were collected retrospectively and analyzed. Associations between postsurgical VM indices, hrHPV infection, cervical cytology, and recurrence were also evaluated. ResultsPatient age, surgical modality (whether complete excision of the cervix was performed), and diagnosis at time of index surgery (cervical dysplasia vs. cervical carcinoma) showed no significant association with postsurgical hrHPV infection, cervical cytology, or disease recurrence. However, postsurgical VM imbalance was significantly associated with hrHPV infection status (OR = 4.640, 95 % CI = 2.085–10.460, P < 0.001), abnormal cervical cytology (OR = 3.994, 95 % CI = 1.154–13.826, P = 0.020), and disease recurrence (OR = 3.789, 95 % CI = 1.091–13.154, P = 0.026). Among the specific VM indices, a vaginal pH above 4.5 (OR = 4.570, 95 % CI = 1.640–12.690, P = 0.002), a lactobacilli proportion below 50 % (OR = 3.938, 95 % CI = 1.299–11.934, P = 0.010), and the presence of aerobic vaginitis (AV, OR = 2.425, 95 % CI = 0.996–5.901, P = 0.046) were risk factors for postsurgical recurrence. ConclusionPostsurgical VM imbalance, especially abnormal indices, such as a pH above 4.5, a lactobacilli proportion below 50 %, and the presence of AV, was associated with an increased risk of postsurgical recurrence in patients who underwent surgical treatment for CIN and CC. Monitoring and potentially intervening in the VM may improve the prognosis of these patients.

Directions for Improving the Laboratory Component in Secondary Prevention of Cervical Cancer

Relevance. Effective responses are required due to the high incidence of cervical cancer (Cc) throughout the World. RT-PCRbased HPV-testing is becoming more prominent in secondary prevention worldwide, replacing cytology. Russian practice still relies on cytology as the primary method mainly because there is a lack of comparative evaluation of the diagnostic characteristics of cytology and HPV-tests. Aim. Evaluation of diagnostic characteristics of laboratory methods and the relevance of extended HPV genotyping for secondary prevention of cervical cancer. Materials &amp; methods. The study included data (liquid cytology, histology, HPV-test results) from a survey of 653 women (M = 33.55 years old, ME = 32.0 years old, IQR: 26-38 years old) infected with 14 HPV types (16, 18, 31, 33, 35, 39, 45, 45, 51, 52, 56, 58, 59, 66, 68), with presence or absence of intraepithelial neoplasia of varying severity. The study analyzed the correlation of cervical cytology - histology, clinical sensitivity for high-grade squamous intraepithelial lesions (HSIL+), the incidence and the role of 14 oncogenic HPV types in the development of cervical intraepithelial pathology, positive predictive value (PPV) and the diagnostic accuracy of the HPV-test. Results. The agreement between cytology and histology is 67.20%. Clinical sensitivity of cytology is 83.78% for HSIL+ and 94.34% for any other than NILM result. The structure of the HPV population varies depending on the degree of neoplasia, with a constant predominance of HPV16. The clinical sensitivity of the laboratory component rises to 99.5% by conducting HPV-test for at least 12 types of virus. HSIL is more commonly associated with viruses of alpha-9 phylogenetic group, than with alpha-7 and alpha-5/6. The positive predictive value for HSIL+ is reduced depending on the HPV type: 16&gt;33&gt;58&gt;35&gt;45&gt;31&gt;18&gt;52&gt;39&gt;59&gt;58&gt;56&gt;68&gt;66. Conclusions. Clinical sensitivity of the HPV-test exceeds that of cytology, so that secondary prevention of cervical cancer can be effectively achieved through HPV testing. The introduction of an extended genotyping provides more complete information about the risk of having HSIL+. The data obtained will form the basis for the development of directions for improving the epidemiological surveillance information subsystem of HPVassociated cervical diseases