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1.
Curr Issues Mol Biol ; 46(5): 4874-4884, 2024 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-38785561

RESUMO

Human papilloma virus (HPV) infection and its progression still represent a great medical challenge worldwide. Clinical evidence has demonstrated the beneficial effects of polyhexamethylene biguanide (PHMB) on HPV clinical manifestations; however, evidence of the effect of this molecule on HPV viral load is still lacking. In this in vitro study, 13 ThinPrep Papanicolaou (Pap) tests were treated with a PHMB solution (0.10 g/100 mL) for 2 h. We observed no cytological changes but a significant reduction in the viral load of high-risk (HR) HPV after PHMB treatment, also revealing a dose-dependent antiviral effect. In addition, by stratifying the obtained results according to HR-HPV genotype, we observed a significant reduction in the viral load of HPV 16, P2 (56, 59, 66), 31, and P3 (35, 39, 68) and a strong decrease in the viral load of HPV 45, 52, and P1 (33, 58). Overall, 85% of the analyzed cervical cell samples exhibited an improvement in HPV viral load after PHMB exposure, while only 15% remain unchanged. For the first time, the data from this pilot study support the activity of PHMB on a specific phase of the HPV viral lifecycle, the one regarding the newly generated virions, reducing viral load and thus blocking the infection of other cervical cells.

2.
Mod Pathol ; 37(6): 100486, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38588882

RESUMO

The role of artificial intelligence (AI) in pathology offers many exciting new possibilities for improving patient care. This study contributes to this development by identifying the viability of the AICyte assistive system for cervical screening, and investigating the utility of the system in assisting with workflow and diagnostic capability. In this study, a novel scanner was developed using a Ruiqian WSI-2400, trademarked AICyte assistive system, to create an AI-generated gallery of the most diagnostically relevant images, objects of interest (OOI), and provide categorical assessment, according to Bethesda category, for cervical ThinPrep Pap slides. For validation purposes, 2 pathologists reviewed OOIs from 32,451 cases of ThinPrep Paps independently, and their interpretations were correlated with the original ThinPrep interpretations (OTPI). The analysis was focused on the comparison of reporting rates, correlation between cytological results and histologic follow-up findings, and the assessment of independent AICyte screening utility. Pathologists using the AICyte system had a mean reading time of 55.14 seconds for the first 3000 cases trending down to 12.90 seconds in the last 6000 cases. Overall average reading time was 22.23 seconds per case compared with a manual reading time approximation of 180 seconds. Usage of AICyte compared with OTPI had similar sensitivity (97.89% vs 97.89%) and a statistically significant increase in specificity (16.19% vs 6.77%) for the detection of cervical intraepithelial neoplsia 2 and above lesions. When AICyte was run alone at a 50% negative cutoff value, it was able to read slides with a sensitivity of 99.30% and a specificity of 9.87%. When AICyte was run independently at this cutoff value, no sole case of high-grade squamous intraepithelial lesions/squamous cell carcinoma squamous lesion was missed. AICyte can provide a potential tool to help pathologists in both diagnostic capability and efficiency, which remained reliable compared with the baseline standard. Also unique for AICyte is the development of a negative cutoff value for which AICyte can categorize cases as "not needed for review" to triage cases and lower pathologist workload. This is the largest case number study that pathologists reviewed OOI with an AI-assistive system. The study demonstrates that AI-assistive system can be broadly applied for cervical cancer screening.


Assuntos
Inteligência Artificial , Neoplasias do Colo do Útero , Esfregaço Vaginal , Feminino , Humanos , Detecção Precoce de Câncer/métodos , Interpretação de Imagem Assistida por Computador/métodos , Teste de Papanicolaou/métodos , Reprodutibilidade dos Testes , Displasia do Colo do Útero/diagnóstico , Displasia do Colo do Útero/patologia , Neoplasias do Colo do Útero/diagnóstico , Neoplasias do Colo do Útero/patologia , Esfregaço Vaginal/métodos
3.
BMC Womens Health ; 24(1): 220, 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38575911

RESUMO

PURPOSE: This study aimed to explore the clinical characteristics and risk factors associated with cervical intraepithelial neoplasia (CIN) when coexisting with vaginal intraepithelial neoplasia (VAIN). METHODS: We analyzed the clinical data of 212 patients diagnosed with CIN, including 50 patients with concurrent VAIN. The groups were compared to identify distinct clinical features and independent risk factors for the co-occurrence of CIN and VAIN, using logistic regression analysis. RESULTS: Patients with both CIN and VAIN had a median age of 57, significantly older than the 41-year median age of patients with CIN only (P < 0.05). A higher prevalence of HPV infection (98.0%) was observed in the CIN and VAIN group, with a notable rate of multiple HPV infections (67.3%) compared to the CIN-only group (P < 0.05). Educational levels were significantly lower in the combined CIN and VAIN group (P < 0.05). HPV16, 33, and 52 were identified as significant types for single and multiple infections. Multivariate analysis confirmed age as an independent risk factor for CIN with VAIN (P < 0.05). VAIN3 patients were more likely to exhibit HSIL and ASC-H, whereas VAIN1 cases tended to correspond with ASCUS and LSIL diagnoses. CONCLUSION: The co-occurrence of CIN and VAIN is significantly influenced by patient age and educational level. The findings advocate for more diligent vaginal examination during colposcopy in older patients, particularly those with multiple HPV infections and cytological abnormalities, to enhance the early detection of vaginal lesions and prevent missed diagnoses and treatments. Additionally, the high prevalence of HPV infection, especially with certain types, underscores the importance of HPV monitoring in this patient population.


Assuntos
Infecções por Papillomavirus , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Neoplasias Vaginais , Humanos , Feminino , Idoso , Infecções por Papillomavirus/complicações , Infecções por Papillomavirus/epidemiologia , Neoplasias do Colo do Útero/diagnóstico , Displasia do Colo do Útero/diagnóstico , Teste de Papanicolaou , Fatores de Risco , Demografia , Neoplasias Vaginais/complicações , Neoplasias Vaginais/epidemiologia , Neoplasias Vaginais/diagnóstico , Papillomaviridae
4.
Cytopathology ; 35(4): 503-509, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38551142

RESUMO

Pap smears play a role in detecting extrauterine serous tumours in asymptomatic women. Certain cytopathologic and histopathologic findings combined with relevant clinical and radiologic findings indicate the possibility of primary peritoneal serous tumours. Cellblock immunohistochemistry is a valuable confirmatory diagnostic tool.


Assuntos
Cistadenocarcinoma Seroso , Imuno-Histoquímica , Teste de Papanicolaou , Neoplasias Peritoneais , Esfregaço Vaginal , Humanos , Feminino , Teste de Papanicolaou/métodos , Imuno-Histoquímica/métodos , Neoplasias Peritoneais/patologia , Neoplasias Peritoneais/diagnóstico , Cistadenocarcinoma Seroso/patologia , Cistadenocarcinoma Seroso/diagnóstico , Pessoa de Meia-Idade
5.
Cancer Cell Int ; 23(1): 166, 2023 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-37568237

RESUMO

BACKGROUND: There exists strong evidence that human papillomavirus (HPV) is associated with cervical cancer (CC). HPV E6 is a major oncogene whose sequence variations may be associated with the development of CC. There is not sufficient data on the distribution of HPV types in ThinPrep cytology specimens and HPV 16/18 E6 gene variations among CC patients in the southwest of Iran. This study was conducted to contribute to HPV screening and vaccination in Iran. METHODS: A total of 648 women screened for cervicitis, intraepithelial neoplasia or CC were included in the study. All participants underwent ThinPrep cytology testing, single-step HPV DNA detection and allele-specific reverse hybridization assays. Moreover, a total of 96 specimens previously tested positive for single infection with HPV16 or 18 were included for variant analysis. HPV16/18 lineages and sublineages were determined by PCR assays followed by sequencing the E6 gene and the construction of neighbor-joining phylogenetic trees. RESULTS: Overall, HPV DNA was detected in 62.19% of all the screened subjects. The detection rates of HPV DNA among individuals with normal, ASC-US, ASC-H, LSIL, and HSIL cervical cytology were 48.9%, 93.6%, 100%, 100%, and 100%, respectively. Low-risk HPVs were detected more frequently (46.9%) than high-risk (38.9%) and possible high-risk types (11.1%). Of 403 HPV-positive subjects, 172 (42.7%) had single HPV infections while the remaining 231 (57.3%) were infected with multiple types of HPV. Our results indicated a remarkable growth of high-risk HPV66 and 68 and low-risk HPV81 which have rarely been reported in Iran and HPV90 and 87 that are reported for the first time in the country. In addition, 3 lineages (A, D, and C) and 6 sublineages (A1, A2, A4, C1, D1, and D2) of HPV16, and one lineage and 4 sublineages (A1, A3, A4, and A5) of HPV18 were identified. The studied HPV16 and 18 variants mainly belonged to the D1 and A4 sublineages, respectively. CONCLUSION: The present study suggests that the prevalence of HPV infection in women of all age groups with or without premalignant lesions in the southwestern Iran is high and the predominant HPV types in the southwest of Iran may differ from those detected in other parts of the country. This study also highlights the necessity of not only initiating HPV vaccination for the general population but also developing new vaccines that confer immunity against the prevalent HPV types in the area and national cervical screening programs using a combination of thinPrep cytology test and HPV detection assays in order to improve the accuracy of the screening.

6.
BMC Infect Dis ; 23(1): 667, 2023 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-37805467

RESUMO

BACKGROUND: The aim of this study was to determine the prevalence of high-risk human papillomavirus (HR-HPV) and the correlation between multiple infections and cervical lesions. METHODS: The current study involved population-based sample of 20,059 women who underwent cervical screening for 15 HR-HPV genotypes with ThinPrep cytologic test (TCT) results. The correlation between multiple HPV genotype infections and cervical lesions was also determined. The odds ratios (ORs) were calculated to assess co-infection patterns for each genotype with 15 other genotypes and the additive statistical interactions were evaluated. RESULTS: There was a bimodal pattern among multiple HPV infections, with a peak in the younger group and a second peak in the elderly group. Indeed, most multiple HPV genotypes exhibited a bimodal pattern. The most common HPV type in patients with high-grade squamous intraepithelial lesions (HSILs) was HPV-16, followed by HPV-52, HPV-58, and HPV-33. The most frequent HPV type in patients with cervical cancer was HPV-16, followed by HPV-58 and HPV-33. Women with multiple infections were at a increased risk of low-grade squamous intraepithelial lesions [LSIL] (OR = 2.01; 95% CI 1.38-2.93) and HSIL (OR 2.28; 95% CI 1.36-3.81) when compared to women with single infections. patients with cervical cancer had the higher percentage of multiple HPV infections. Based on the data herein, we suggest that HPV-33 and HPV-58 may also be high-risk HPV types worthy of increased surveillance and follow-up. CONCLUSION: Our findings suggested that the association between multiple HPV infections and HSIL and LSIL are stronger compared to single HPV infections. There may be some specific combinations that synergistically affected the risk of HSIL and LSIL.


Assuntos
Infecções por Papillomavirus , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Humanos , Feminino , Idoso , Infecções por Papillomavirus/complicações , Infecções por Papillomavirus/epidemiologia , Infecções por Papillomavirus/diagnóstico , Detecção Precoce de Câncer , Papillomaviridae/genética , Papillomavirus Humano 16/genética , Genótipo
7.
Int J Mol Sci ; 24(13)2023 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-37445651

RESUMO

Triage methods for cervical cancer detection show moderate accuracy and present considerable false-negative and false-positive result rates. A complementary diagnostic parameter could help improve the accuracy of identifying patients who need treatment. A pilot study was performed using a targeted proteomics approach with opportunistic ThinPrep samples obtained from women collected at the hospital's outpatient clinic to determine the concentration levels of minichromosome maintenance-3 (MCM3) and envoplakin (EVPL) proteins. Forty samples with 'negative for intraepithelial lesion or malignancy' (NILM), 21 samples with 'atypical squamous cells of undetermined significance' (ASC-US), and 33 samples with 'low-grade squamous intraepithelial lesion and worse' (≥LSIL) were analyzed, using cytology and the patients' histology reports. Highly accurate concordance was obtained for gold-standard-confirmed samples, demonstrating that the MCM3/EVPL ratio can discriminate between non-dysplastic and dysplastic samples. On that account, we propose that MCM3 and EVPL are promising candidate protein biomarkers for population-based cervical cancer screening.


Assuntos
Infecções por Papillomavirus , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/patologia , Displasia do Colo do Útero/patologia , Detecção Precoce de Câncer , Projetos Piloto , Proteômica , Infecções por Papillomavirus/patologia , Papillomaviridae/genética , Componente 3 do Complexo de Manutenção de Minicromossomo
8.
Virol J ; 19(1): 127, 2022 07 29.
Artigo em Inglês | MEDLINE | ID: mdl-35906702

RESUMO

BACKGROUND: HPV (human papillomavirus) is an important cause of cervical cancer. Cervical-vaginal infection with pathogens, such as herpes simplex virus (HSV), bacterial vaginosis Trichomonas vaginalis and vaginal candidiasis could be a cofactor. This study aimed to assess the relationship between vaginal infection with HPV genotype and cytology test results and analyze the relationship between vaginal and HPV infections and cervical cancer. METHODS: We performed a district-based study to elucidate the relationship among the vaginal and HPV infections and cervical cancer. We collected the cervical exfoliation data of 23,724 women admitted to the Shanghai Zhoupu Hospital and received ThinPrep cytology test (TCT) and HPV detection between 2014 and 2019. RESULTS: Total vaginal infection rate was 5.3%, and the HPV-positive group had a slightly higher vaginal infection rate than the HPV-negative group (P < 0.01). The incidence rate of cervical intraepithelial neoplasia or cervical cancer with vaginal infection was higher than without vaginal infection (P < 0.001). CONCLUSION: HPV/vaginal infection-positive women tended to have abnormal results of TCT. Women with vaginal infection were more likely to develop HPV infection. HSV combined with HPV infection was noted as a causal factor for HSIL.


Assuntos
Infecções por Papillomavirus , Displasia do Colo do Útero , Neoplasias do Colo do Útero , China/epidemiologia , Feminino , Humanos , Papillomaviridae/genética , Esfregaço Vaginal
9.
Graefes Arch Clin Exp Ophthalmol ; 260(9): 3053-3059, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35471740

RESUMO

PURPOSE: We investigated the cytologic findings of primary acquired nasolacrimal duct obstruction (PANDO) based on the thin-prep cytology method using sheath-guided dacryoendoscopy. METHODS: A retrospective review was conducted of 66 cases from 50 patients who were diagnosed with PANDO. Slit-lamp examination, the lacrimal irrigation test, and dacryocystography were performed for the evaluation of PANDO. The dacryocystography (DCG) findings were classified into primary and secondary change. Each patient was treated with transcanalicular dacryoplasty using catheter sheath-guided dacryoendoscopy (RUIDO Fiberscope, Fiber Tech Co., Ltd., Tokyo, Japan) and obtained cytologic specimens. The liquid-based thin-prep cytology method was used for the analysis of histopathology. RESULTS: The cellular detection rate was as follows: epithelial cells with 56 cases (84.8%), 33 cases (50.0%) with inflammatory cells, 1 case (1.5%) with mucin, and bacterial colonies with 2 cases (3.0%). In the dacryoendoscopic findings, all cases of a presence of pus were related to the detection of the columnar epithelium (p = 0.026), while there was no statical significance according to the presence of an epithelial cell. In the DCG findings, the PANDOs with the secondary change showed a higher detection rate than those with the primary change (p = 0.005), and columnar epithelial cells were observed (p = 0.011). The detection rate of inflammatory cells was 50.0% (33/66) and all inflammatory cells were lymphocytes but it was not correlated with clinical findings. One case of mucin (1.5%) and 2 cases of bacterial colonies (3.0%) were presented using liquid-based thin-prep cytology analysis. The overall success rate of transcanalicular dacryoplasty and silicone intubation was 86.4%. CONCLUSION: Liquid based thin prep cytology can be used to analyze histopathological changes of lacrimal passage in PANDO without invasive biopsy. These cytologic findings of lacrimal passage provide a better understanding of the pathogenesis of lacrimal passage in patients with PANDO.


Assuntos
Dacriocistorinostomia , Obstrução dos Ductos Lacrimais , Ducto Nasolacrimal , Humanos , Intubação , Mucinas
10.
Indian J Med Res ; 156(6): 786-791, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-37056079

RESUMO

Background & objectives: Human papillomavirus (HPV) infection is known to be the main cause of cervical cancer. This study aimed to determine the prevalence of high-risk HPV genotypes in smear specimens taken from women who had normal or abnormal cytology using a multiplex PCR method. Methods: The study included 270 women aged between 19 and 69 yr with or without suspicious cervical abnormalities. A Pap smear sample from each patient was cytologically examined, and HPV typing was performed using a multiplex fluorescent PCR method. Those who were high-risk HPV positive and had a normal or abnormal cytology were further evaluated by colposcopy and biopsy. Results: The total HPV positivity was 43 per cent (116/270). HPV positivity in the patients with an abnormal cytology was 77 per cent (33/43), whereas it was only 37 per cent (83/227) in women with normal cytology, which showed a significant difference (P<0.05). HPV positivity was also related to the age group when all the subjects were considered (P<0.05), and the highest prevalence of HPV infection was in the 30-39 yr age group. High-risk HPV types 16, 18, 31, 35, 51 and 56 were more common in the normal cytology patients, whereas high-risk HPV types 16, 31, 35, 45, 58 and 68 were commonly found in the abnormal cytology patients. Interpretation & conclusions: The determination of high-risk HPV genotypes in women with clinically suspicious cervical lesions should be conducted during an annual follow-up, irrespective of a normal or abnormal cytology by the age of 30 years or above.


Assuntos
Infecções por Papillomavirus , Neoplasias do Colo do Útero , Humanos , Feminino , Gravidez , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Idoso , Papillomavirus Humano , Reação em Cadeia da Polimerase Multiplex , Infecções por Papillomavirus/epidemiologia , Infecções por Papillomavirus/genética , Neoplasias do Colo do Útero/patologia , Teste de Papanicolaou , Colposcopia , Papillomaviridae/genética , Esfregaço Vaginal
11.
Cytopathology ; 33(6): 716-724, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36004492

RESUMO

BACKGROUND: The ThinPrep® Imaging System (TIS) is a Food and Drug Administration-approved review system for cervical cytopathology, where it has been shown to increase performance over manually reviewed slides. Application of the TIS to urinary cytology has only been reported in a single study, in 2013. METHODS: We aimed to compare the agreement of two cytotechnologists' and a pathologist's manual screening (dots) with the fields of view (FOVs) selected by the TIS. We also aimed to track cases in which the TIS could identify missed abnormals and reduce the false-negative fraction. Electronically marked TIS fields (EMTFs) suspicious for high-grade urothelial carcinoma (SHGUC) were controlled by follow-up cystoscopy and histology, where available. RESULTS: A total of 826 consecutive specimens were studied. Of those, 94 (11.4%) were unreadable by the TIS. There were 710 possible comparisons, of which 380 (53.5%) received no dot after manual screening. Of the 330 remaining slides, 149 (45.1%) had at least one dot matching with the TIS FOVs. After TIS reading, EMTFs were noted in 13 of 636 (2.0%) negative cytology cases. Surveillance showed that 3/13 (23.1%, 0.4% of the 710 possible comparisons) of those cases matched with high grade urothelial carcinoma (HGUC), whereas 6/13 (46.1%, 0.8% of the 710 possible comparisons) had negative follow-up at 24 months, and 4/13 (30.8%) were lost for follow-up. CONCLUSION: The TIS increases the detection rate of SHGUC cells, potentially leading to a slight decrease in the false-negative fraction, but at the expense of a slight but larger increase in the number of false-positive cases. These findings stress the importance of a careful approach to the evaluation of the FOVs.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Neoplasias Urológicas , Carcinoma de Células de Transição/diagnóstico , Carcinoma de Células de Transição/patologia , Cistoscopia , Citodiagnóstico/métodos , Humanos , Hiperplasia/patologia , Programas de Rastreamento , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/patologia , Neoplasias Urológicas/patologia , Urotélio/patologia
12.
Pak J Med Sci ; 38(6): 1471-1476, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35991263

RESUMO

Objectives: To determine the application value of thinprep cytologic test (TCT) combined with serum carbohydrate antigen 153 (CA153) and carbohydrate antigen 50 (CA50) detection in the early diagnosis and screening of cervical cancer and precancerous lesions. Methods: A total of 187 females with cervical lesions admitted to Shanghai 7th People's Hospital Affiliated to Shanghai University of Traditional Chinese Medicine from January 2017 to December 2018 were selected and divided into two groups: the cervical cancer group and the cervical precancerous lesion group, with 16 cases in the cervical cancer group and 171 cases in the cervical precancerous lesion group (cervical precancerous lesions were divided into 63 cases of the CNI group, 59 cases of the CNII group and 49 cases of the CNIII group). During the same period, 106 healthy females were selected as the healthy group. The serum tumor markers CA153 and CA50 of all subjects were detected by chemiluminescence method; The diagnostic value of TCT combined with serum CA153 and CA50 in cervical cancer and precancerous lesions was analyzed with colposcopy pathological diagnosis results as gold standard; ROC curve was drawn to evaluate the diagnostic value of serum TCT, CA153 and CA50 in cervical cancer and precancerous lesions. Results: The levels of serum CA153 and CA50 in the cervical cancer group were significantly higher than those in the cervical precancerous lesion group and the healthy group (p< 0.05), and the levels of serum CA153 and CA50 in the cervical precancerous lesion group were significantly higher than those in the healthy group (p< 0.05). The sensitivity of TCT, serum CA153 and serum CA50 in the single detection of cervical cancer and precancerous lesions was 95.93%, 97.54% and 96.00%, the specificity was 59.41%, 60.23%, 60.12%, the accuracy was 74.74%, 75.77%, 75.43%, the positive predictive value was 62.03%, 63.64%, 63.10%, and the negative predictive value was 96.22%, 97.17% and 95.28%, respectively. The sensitivity, specificity, accuracy, positive predictive value and negative predictive value of TCT combined with serum CA153 and CA50 were 96.77%, 73.19%, 85.67%, 80.21% and 95.28%, respectively. ROC curve showed that the area under the curve (AUC) of TCT and serum CA153 and CA50 in the single detection of cervical cancer and precancerous lesions was 0.791, 0.864 and 0.787, respectively, the AUC of combined detection of TCT and serum CA153 and CA50 in patients with cervical cancer and precancerous lesions was 0.877, which was significantly higher than that of single detection (p< 0.05). Conclusions: TCT combined with serum CA153 and CA50 has been reported as a treatment regimen with high accuracy, which has a high diagnostic efficiency for early diagnosis of cervical cancer and precancerous lesions, and can significantly improve the sensitivity.

13.
Cancer Cell Int ; 21(1): 35, 2021 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-33413391

RESUMO

BACKGROUND: The incidence rates of cervical cancer in developing countries have been steeply increasing while the medical resources for prevention, detection, and treatment are still quite limited. Computer-based deep learning methods can achieve high-accuracy fast cancer screening. Such methods can lead to early diagnosis, effective treatment, and hopefully successful prevention of cervical cancer. In this work, we seek to construct a robust deep convolutional neural network (DCNN) model that can assist pathologists in screening cervical cancer. METHODS: ThinPrep cytologic test (TCT) images diagnosed by pathologists from many collaborating hospitals in different regions were collected. The images were divided into a training dataset (13,775 images), validation dataset (2301 images), and test dataset (408,030 images from 290 scanned copies) for training and effect evaluation of a faster region convolutional neural network (Faster R-CNN) system. RESULTS: The sensitivity and specificity of the proposed cervical cancer screening system was 99.4 and 34.8%, respectively, with an area under the curve (AUC) of 0.67. The model could also distinguish between negative and positive cells. The sensitivity values of the atypical squamous cells of undetermined significance (ASCUS), the low-grade squamous intraepithelial lesion (LSIL), and the high-grade squamous intraepithelial lesions (HSIL) were 89.3, 71.5, and 73.9%, respectively. This system could quickly classify the images and generate a test report in about 3 minutes. Hence, the system can reduce the burden on the pathologists and saves them valuable time to analyze more complex cases. CONCLUSIONS: In our study, a CNN-based TCT cervical-cancer screening model was established through a retrospective study of multicenter TCT images. This model shows improved speed and accuracy for cervical cancer screening, and helps overcome the shortage of medical resources required for cervical cancer screening.

14.
Virol J ; 18(1): 192, 2021 09 23.
Artigo em Inglês | MEDLINE | ID: mdl-34556128

RESUMO

BACKGROUND: In 2017, the South African National Department of Health (NDoH) Cervical Cancer Prevention and Control Policy was revised. Human papillomavirus (HPV) testing on self-collected samples may offer improved screening uptake. The objectives of the study were to compare the positivity of high-risk (hr)-HPV deoxyribonucleic acid (DNA) and hrHPV viral messenger ribonucleic acid (mRNA) between healthcare worker-collected cervical and self-collected vaginal samples and investigate the accuracy of the applicator-tampon-based self-collected samples in detecting hrHPV DNA and hrHPV mRNA. METHODS: A total of 527 women aged 18 years and older and seeking gynecology services at a tertiary hospital in Pretoria, South Africa, were enrolled. Vaginal samples were self-collected using SelfCerv applicator tampon, followed by cervical samples collected by a healthcare worker using a Cervex Brush® Combi. Both samples were tested with the Abbott m2000 analyzer for 14-hrHPV types and 285 paired samples were tested for hrHPV E6/E7 mRNA using the Aptima HR-HPV mRNA assay. The prevalence of hrHPV DNA and hrHPV E6/E7 mRNA was estimated and the positivity between the two collection methods was compared for the total group as well as per age group. RESULTS: HrHPV prevalence was 48.0% (95% CI 43.7-52.4) among healthcare worker collected samples and 47.6% (95% CI 43.3-52.0) among self-collected samples. There was no difference in positivity between healthcare worker collection (48.0%) and applicator-tampon-based self-collection, 47.6% (p-value = 0.90). The proportions of hrHPV were equal between the age groups as shown by the McNemar test (p = 0.9036) results for correlated proportions. The prevalence of hrHPV mRNA was 78.6% (95% CI 73.4-83.2) and 58.6% (95% CI 52.6-64.4) for healthcare worker- and self-collection, respectively. The McNemar test for correlated proportions was highly significant (p < 0.0001), indicating that the hrHPV mRNA proportions are not comparable, although this differed between age groups. CONCLUSIONS: Applicator-tampon-based self-collection has a comparable hrHPV DNA positivity rate as healthcare worker collection but different positivity rates for hrHPV mRNA. Self-sampling showed high concordance with healthcare worker-collected sampling for hrHPV DNA detection, especially regarding HPV 16/18 detection. HrHPV DNA was equally detected between the total group as well as per age group. Implementation of self-sampling using an applicator tampon as a primary screening tool may be considered.


Assuntos
Alphapapillomavirus , Infecções por Papillomavirus , Neoplasias do Colo do Útero , Adolescente , Alphapapillomavirus/genética , DNA Viral/genética , Detecção Precoce de Câncer/métodos , Feminino , Pessoal de Saúde , Papillomavirus Humano 16/genética , Papillomavirus Humano 18/genética , Humanos , Papillomaviridae/genética , Infecções por Papillomavirus/diagnóstico , Infecções por Papillomavirus/epidemiologia , Sensibilidade e Especificidade , África do Sul/epidemiologia , Manejo de Espécimes/métodos , Centros de Atenção Terciária
15.
Virol J ; 18(1): 51, 2021 03 08.
Artigo em Inglês | MEDLINE | ID: mdl-33685499

RESUMO

BACKGROUND: Human papillomavirus (HPV) infection is currently the main cause of cervical cancer and precancerous lesions in female patients. By analyzing 6-year patient data from Shanghai Zhoupu Hospital in China, we retrospectively analyzed the epidemiological characteristics of women to determine the relationship between HPV genotype and cytological test results. METHODS: From 2014 to 2019, 23,724 cases of cervical shedding were collected from Zhoupu Hospital in Shanghai, China. By comparing the results of HPV and ThinPrep cytology test (TCT), the HPV infection rate of patients was retrospectively analyzed. HPV genotyping using commercial kits can detect 21 HPV subtypes (15 high-risk and 6 low-risk). According to the definition of the Bethesda system, seven types of cervical cytology results were involved. RESULTS: 3816 among 23,724 women, nearly 16.08%, were infected with HPV. The top three highest HPV prevalence rates were high-risk type infection, including HPV52 (3.19%), 58 (2.47%) and 16 (2.34%). The number of single-type HPV infections (3480 (91.20%)) was much larger than the number of multi-type ones (336 (8.8%)). Single-type infections were mainly in women aged 50-60 (16.63%) and women under 30 (15.37%), while multi-type infections were more common in women over 60 (2.67%). By analyzing the long-term trends, between 2014 and 2019, HPV52, 58, and 16 subtypes changed significantly, and the HPV positive rate also changed significantly during this period. Among 4502 TCT positive women, 15 (4.04%), 125 (2.64%),159 (1.54%), 4202 (17.71%) and 1 (0.004%) had atypical glandular cells (AGC), high-grade squamous intraepithelial lesions (HSIL), low-grade squamous intraepithelial lesions (LSIL), atypical squamous cells (ASC)and cervical adenocarcinoma, respectively. The HPV infection rates were 66.08%, 63.99%, 115.20%, 119.50%, and 31.72% for NILM, AGCs, HSILs LSILs and ASCs, respectively. CONCLUSIONS: HPV and TCT screening were very important steps in the secondary prevention of cervical cancer. Through the tracking and analysis of HPV and TCT results in this study, it can provide valuable information for Shanghai's HPV screening and prevention strategies, and provide references for clinical decision-making in the treatment of cervical cancer and precancerous lesions.


Assuntos
Infecções por Papillomavirus , Lesões Pré-Cancerosas , Lesões Intraepiteliais Escamosas , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Adulto , China/epidemiologia , Feminino , Genótipo , Humanos , Pessoa de Meia-Idade , Papillomaviridae/genética , Infecções por Papillomavirus/epidemiologia , Lesões Pré-Cancerosas/epidemiologia , Lesões Pré-Cancerosas/virologia , Estudos Retrospectivos , Lesões Intraepiteliais Escamosas/epidemiologia , Lesões Intraepiteliais Escamosas/virologia , Neoplasias do Colo do Útero/epidemiologia , Neoplasias do Colo do Útero/virologia , Displasia do Colo do Útero/epidemiologia , Displasia do Colo do Útero/virologia
16.
Cytopathology ; 32(5): 654-659, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34033150

RESUMO

OBJECTIVE: In The Paris System for Reporting Urinary Cytology (TPS), the important cytomorphological features for diagnosing high-grade urothelial carcinoma (HGUC) are a nuclear-to-cytoplasmic (N:C) ratio exceeding 0.7, hyperchromasia, coarse chromatin, and irregular nuclear borders. However, quantitative cytomorphological assessments of HGUC cells using SurePath slides are rare. Therefore, we evaluated HGUC cells on SurePath slides quantitatively using a digital image analysis system and compared these data with ThinPrep data. METHODS: The same urine samples were divided into two aliquots and used to prepare SurePath and ThinPrep slides. We used ImageJ to measure the N:C ratio, hyperchromasia, and irregular nuclear borders for HGUC cells on SurePath and ThinPrep slides. RESULTS: The total number of analysed HGUC cells on SurePath slides was 981, versus 889 on ThinPrep slides. Hyperchromasia and irregular nuclear borders were significantly more severe on SurePath than on ThinPrep slides. Conversely, the N:C ratio did not differ between the methods. Additionally, HGUC cells with N:C ratios exceeding 0.7 were present on almost all slides for both methods. CONCLUSIONS: Our data indicated the reasonableness of using the N:C ratio as the major criterion for TPS on both SurePath and ThinPrep slides, and an N:C ratio cut-off of 0.7 as suitable for identifying HGUC cells. However, the severity of hyperchromasia and irregular nuclear borders differed between the processing methods.


Assuntos
Carcinoma de Células de Transição/patologia , Citodiagnóstico/métodos , Neoplasias da Bexiga Urinária/patologia , Sistema Urinário/patologia , Neoplasias Urológicas/patologia , Urotélio/patologia , Idoso , Carcinoma de Células de Transição/diagnóstico , Núcleo Celular/patologia , Citoplasma/patologia , Feminino , Humanos , Hiperplasia/diagnóstico , Hiperplasia/patologia , Masculino , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias Urológicas/diagnóstico
17.
BMC Infect Dis ; 19(1): 670, 2019 Jul 29.
Artigo em Inglês | MEDLINE | ID: mdl-31357941

RESUMO

BACKGROUND: Human papillomavirus (HPV) infection is the main cause of precancerous lesions and cervical cancer in women. In order to determine the epidemiological characteristics as well as the relationship between the HPV genotype and cytology test results among women in Beijing, China, we retrospectively collected and analyzed the data from a tertiary hospital in Beijing, China. METHODS: A total of 21,239 women visited the China-Japan Friendship Hospital between 2014 and 2018 and their cervical exfoliations were collected. Thirteen HPV subtypes (16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59 and 68) were examined and ThinPrep cytological test (TCT) was performed. RESULTS: Among all cases, 4473 (21.06%) women were infected with HPV. HPV52 (4.64%), HPV16 (4.44%) and HPV58 (4.28%) had higher prevalence. Single-type infection (77.26%) was more common than multiple-type infection (22.74%). Single-type infection was more frequently seen in women aged 50-60 years (17.17%), and multiple-type infection was more common in those aged < 30 years (7.88%). Significant differences in secular trends from 2014 to 2018 were observed for subtypes HPV39, 51, 52 and 58. HPV positive rates of women aged < 30 and 30-40 years changed significantly along with the time period, and the TCT positive rates of women aged 30-40, 40-50, 50-60 and >  60 years also showed significant differences from 2014 to 2018. In addition, 1746 (8.22%) women were TCT positive, of whom, 858 (4.04%), 561 (2.64%) and 327 (1.54%) had atypical squamous cells (ASCs), low-grade squamous intraepithelial lesions (LSILs) and high-grade squamous intraepithelial lesions (HSILs), respectively. Among four types of cytological lesions, the HPV infection rates were 16.76, 66.08, 63.99 and 85.32% in those negative for intraepithelial lesions or malignancy (NILM), ASC, LSIL and HSIL, respectively. CONCLUSIONS: HPV52, 16 and 58 are the most common infection subtypes in this study and among four types of cytological lesions, HSILs has the highest HPV prevalence. Significant differences in secular trends are observed for different subtypes in recent 5 years. The results on HPV genotype-specific prevalence should be considered when the HPV vaccine program is implemented in Beijing area.


Assuntos
Papillomaviridae/isolamento & purificação , Infecções por Papillomavirus/epidemiologia , Neoplasias do Colo do Útero/virologia , Adulto , China/epidemiologia , Feminino , Genótipo , Humanos , Pessoa de Meia-Idade , Papillomaviridae/genética , Infecções por Papillomavirus/virologia , Prevalência , Estudos Retrospectivos , Especificidade da Espécie , Centros de Atenção Terciária
18.
Anal Bioanal Chem ; 411(20): 5007-5012, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31147760

RESUMO

MALDI-MSI represents an ideal tool to explore the spatial distribution of proteins directly in situ, integrating molecular and cytomorphological information, enabling the discovery of potential diagnostic markers in thyroid cytopathology. However, red cells present in the fine needle aspiration biopsy (FNAB) specimens caused ion suppression of other proteins during the MALDI-MSI analysis due to large amount of haemoglobin. Aim of this study was to set up a sample preparation workflow able to manage this haemoglobin interference. Three protocols were compared using ex vivo cytological samples collected from fresh thyroid nodules of 9 patients who underwent thyroidectomy: (A) conventional air-dried smears, (B) cytological smears immediately fixed in ethanol, and (C) ThinPrep liquid-based preparation. Protocols C and A were also evaluated using real FNABs. Results show that protocol C markedly decreased the amount of haemoglobin, with respect to protocols A and B. Protein profiles obtained with protocols A and B were characterised by high inter-patient variability, probably related to the abundance of the haemoglobin, whereas similar spectra were observed for protocol C, where haemoglobin contents were lower. Our findings suggest protocol C as the sample preparation method for MALDI-MSI analysis. Graphical abstract.


Assuntos
Biópsia por Agulha/métodos , Hemoglobinas/análise , Proteômica/métodos , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Glândula Tireoide/patologia , Artefatos , Humanos , Tireoidectomia
19.
BMC Cancer ; 18(1): 1277, 2018 Dec 20.
Artigo em Inglês | MEDLINE | ID: mdl-30572846

RESUMO

BACKGROUND: Ventana ALK (D5F3) screening of anaplastic lymphoma kinase (ALK) gene rearrangement in tissue specimens has been approved by US FDA (Food and Drug Administration) to select treatment for non-small-cell lung carcinoma (NSCLC). However, tumor tissues are often not readily obtainable, and cytology specimens and may be the only tumor material available for diagnosis and molecular marker analysis. In this study, we evaluated the feasibility of ALK immunocytochemistry (ICC) on ThinPrep slides and determined a suitable scoring system for interpretation of the results. METHODS: One hundred twenty-one fine-needle aspirate (FNA) specimens from metastatic lesions of NSCLC were analyzed. ALK rearrangement was detected on ThinPrep cytology slides using the Ventana immunocytochemistry ALK-D5F3 system, which adopts two scoring systems for interpretation of the ICC results. The results were subsequently confirmed by reverse transcription polymerase chain reaction (RT-PCR) analysis and fluorescence in situ hybridization (FISH). RESULTS: Among the 121 ICC specimens, 16 that were considered ALK-positive by either scoring system were referred for PCR analysis. Among the ALK ICC-negative cases, 33 had correlated FISH ALK results. A total of 49 specimens that exhibited either a positive or negative ICC result with a correlated ALK status were analyzed statistically. ICC results showed a high concordance rate with the results of PCR/FISH analysis. The sensitivity and specificity of ALK ICC by the binary scoring algorithm were 68.75 and 96.97%, respectively. These values increased to 93.75 and 96.97%, respectively, when interpreted by the semiquantified interpretation system. CONCLUSIONS: ALK ICC analysis on ThinPrep slides is a reliable ALK testing method, and the semiquantified interpretation system on cytology specimens is recommended rather than the binary scoring algorithm on tissue specimens.


Assuntos
Quinase do Linfoma Anaplásico/genética , Carcinoma Pulmonar de Células não Pequenas/genética , Citodiagnóstico , Adenocarcinoma , Idoso , Quinase do Linfoma Anaplásico/isolamento & purificação , Biópsia por Agulha Fina , Carcinoma Pulmonar de Células não Pequenas/patologia , Feminino , Rearranjo Gênico/genética , Humanos , Imuno-Histoquímica , Hibridização in Situ Fluorescente , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias
20.
Cytopathology ; 28(4): 284-290, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28685883

RESUMO

BACKGROUND: This study evaluated the intra- and inter-observer reproducibility of the dual-stain biomarker, CINtec® PLUS cytology in ThinPrep® specimens, for improved specificity in the detection of cervical disease in women testing human papillomavirus (HPV) positive. METHODS: A total of 972 cases of HPV-positive women from a triage and primary HPV screening population were selected from an ongoing study evaluating the clinical performance of CINtec® PLUS cytology. For reproducibility analyses, three cytotechnologists rescreened sets of slides which they had previously reported themselves and which were previously reported by each of the other cytotechnologists. The original results of slides previously screened by each of the three cytotechnologists were also compared with the results of an expert reference evaluator. RESULTS: Intra- and inter-observer agreement for paired evaluations between reviewers ranged from 82.8% to 94.9% (kappa 0.65-0.91) and 89.2% to 93% (kappa 0.83-0.88), respectively. Reproducibility analyses between the cytotechnologists and the reference evaluator revealed agreements ranging from 95.5% to 98% (kappa 0.89-0.96). CONCLUSION: Evaluation of the dual-stain biomarker showed a high level of agreement across all evaluators suggesting that CINtec® PLUS cytology will perform well in the hands of cytotechnologists and pathologist reviewers and could be introduced into cellular pathology laboratories that employ ThinPrep® LBC with a minimum effort.


Assuntos
Citodiagnóstico/métodos , Feminino , Humanos , Variações Dependentes do Observador , Reprodutibilidade dos Testes
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