Why is high grade squamous intraepithelial neoplasia under-diagnosed on cytology in a quarter of cases? Analysis of smear characteristics in discrepant cases

BACKGROUND: The accuracy of cervical cytology has been quwstioned due to high false negative rate. In order to improve the sensitivity of cytology it is prudent to analyze the factors which hamper with the diagnosis of high grade lesions. AIMS: To study the cyto-histologic agreement in High grade squamous intraepithelial lesions (HSIL) of uterine cervix and to analyze the smear characteristics in discrepant cases. SETTINGS AND DESIGN: Cervical smears of 100 histology proven cases of Cervical intraepithelial neoplasia III ( CIN III ) were retrieved and reviewed to study cyto-histologic agreement in the diagnosis of high grade lesions.. The discrepant smears, undercalled on cytology, were further analyzed to determine the reasons for misinterpretations. Statistical analysis was performed to find out any significant factors for discrepancies. RESULTS: Cytology was able to correctly identify 74 HSILs while in 26 cases a diagnosis of Low grade squamous intraepithelial lesions (LSIL) or below was given. On review, 16 of these non correlating cases could be reclassified as HSIL on cytology while in 10 the diagnosis of LSIL or less persisted. 12/16 (75%) discrepant cases, reclassified as HSIL represented interpretive errors. Sampling errors (7/10) and air drying (5/10) were more frequent in under diagnosed cases. The statistical analysis did not yield any significant differences in the two review groups. CONCLUSION: 26% of HSIL cases were underdiagnosed on cervical smears. The major confounding factors responsible for under interpretation on cytology included air drying artifacts and metaplastic maturation of abnormal cells

Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop

This report documents ideas for improving the field of machine learning, which arose from discussions at the ML Retrospectives workshop at NeurIPS 2019. The goal of the report is to disseminate these ideas more broadly, and in turn encourage continuing discussion about how the field could improve along these axes. We focus on topics that were most discussed at the workshop: incentives for encouraging alternate forms of scholarship, re-structuring the review process, participation from academia and industry, and how we might better train computer scientists as scientists. Videos from the workshop can be accessed at https://slideslive.com/neurips/west-114-115-retrospectives-a-venue-for-selfreflection-in-ml-researc

Original Article - Why is high grade squamous intraepithelial neoplasia under-diagnosed on cytology in a quarter of cases? Analysis of smear characteristics in discrepant cases

BACKGROUND: The accuracy of cervical cytology has been quwstioned due to high false negative rate. In order to improve the sensitivity of cytology it is prudent to analyze the factors which hamper with the diagnosis of high grade lesions. AIMS: To study the cyto-histologic agreement in High grade squamous intraepithelial lesions (HSIL) of uterine cervix and to analyze the smear characteristics in discrepant cases. SETTINGS AND DESIGN: Cervical smears of 100 histology proven cases of Cervical intraepithelial neoplasia III ( CIN III ) were retrieved and reviewed to study cyto-histologic agreement in the diagnosis of high grade lesions.. The discrepant smears, undercalled on cytology, were further analyzed to determine the reasons for misinterpretations. Statistical analysis was performed to find out any significant factors for discrepancies. RESULTS: Cytology was able to correctly identify 74 HSILs while in 26 cases a diagnosis of Low grade squamous intraepithelial lesions (LSIL) or below was given. On review, 16 of these non correlating cases could be reclassified as HSIL on cytology while in 10 the diagnosis of LSIL or less persisted. 12/16 (75%) discrepant cases, reclassified as HSIL represented interpretive errors. Sampling errors (7/10) and air drying (5/10) were more frequent in under diagnosed cases. The statistical analysis did not yield any significant differences in the two review groups. CONCLUSION: 26% of HSIL cases were underdiagnosed on cervical smears. The major confounding factors responsible for under interpretation on cytology included air drying artifacts and metaplastic maturation of abnormal cells

Atypical Squamous Cells of Undetermined Significance: Is It Worthwhile to Qualify Them Further?

BACKGROUND: In Bethesda System of reporting cervico-vaginal smears, the equivocal epithelial cell abnormalities have been categorised as "atypical squamous and glandular cells of undetermined significance" (ASCUS and AGUS). These abnormalities may harbour minor lesions attributed to mere inflammatory changes to potentially serious high grade lesions. It is recommended to further qualify these lesions according to whether they favor a reactive or a neoplastic outcome. AIMS: We undertook the present study to assess the significance of ASCUS qualifiers. MATERIAL AND METHODS: A total of 12071 women were screened for early detection of cancer cervix. The women with ASCUS diagnosis were further qualified as ASCUS favor reactive and ASCUS favor SIL (Squamous intraepithelial lesion) according the Bethesda 1991 system of reporting. ASCUS-reactive cases were followed up by a repeat smear examination and persistent ASCUS cases were taken up for colposcopy and biopsy if indicated. All ASCUS-SIL cases were taken up for immediate colposcopy. RESULTS : The pick up rate of high grade lesions was not significantly different (P=0.47; Chi square test) on the follow up of ASCUS-reactive (2/222) and ASCUS-SIL (2/130) groups. The low grade lesions were picked up in 10/222 ASCUS-reactive and 58/130 in ASCUS-SIL, which was statistically significant (P <0.001). CONCLUSIONS: The results of our study indicate that it is not worthwhile to qualify these lesions as majority of ASCUS-SIL also revealed only low grade epithelial which have a benign biological behaviour

An epidemiological study to identify the risk factors with two different types of controls in high-grade cervical lesions including invasive cancer

A multidisciplinary study on pre-cancerous and early cancerous lesions of uterine cervix was carried out at our Institute from which the subjects (cases and one group of control) for the present study were selected with the objective to identify the possible risk factors related to high-grade cervical lesions including invasive cancer through an epidemiological study by selecting two different types of controls and to assess the feasibility whether the cancers of other organs could be taken as controls at the same time studying the risk factors associated with cervical cancer. One group of control was women with negative Pap smear and second group of control was the women with breast cancer but negative Pap smear. A total of 100 biopsy-proven cases of high-grade cervical intraepithelial lesions and Invasive cancer were recruited. The results of the study show that some of the risk factors associated with the cervical cancer get exaggerated when breast cancer cases were used as controls because risk factors of both cancers are opposite to each other. So it is concluded that in order to remove any bias, normal hospital controls or controls selected from multiple cancers should be taken to study the risk factors involved in cervical carcinogenesis

Atypical squamous cells of undetermined significance: is it worthwhile to qualify them further?

BACKGROUND: In Bethesda System of reporting cervico-vaginal smears, the equivocal epithelial cell abnormalities have been categorised as "atypical squamous and glandular cells of undetermined significance" (ASCUS and AGUS). These abnormalities may harbour minor lesions attributed to mere inflammatory changes to potentially serious high grade lesions. It is recommended to further qualify these lesions according to whether they favor a reactive or a neoplastic outcome. AIMS: We undertook the present study to assess the significance of ASCUS qualifiers. MATERIAL AND METHODS: A total of 12071 women were screened for early detection of cancer cervix. The women with ASCUS diagnosis were further qualified as ASCUS favor reactive and ASCUS favor SIL (Squamous intraepithelial lesion) according the Bethesda 1991 system of reporting. ASCUS-reactive cases were followed up by a repeat smear examination and persistent ASCUS cases were taken up for colposcopy and biopsy if indicated. All ASCUS-SIL cases were taken up for immediate colposcopy. RESULTS : The pick up rate of high grade lesions was not significantly different (P=0.47; Chi square test) on the follow up of ASCUS-reactive (2/222) and ASCUS-SIL (2/130) groups. The low grade lesions were picked up in 10/222 ASCUS-reactive and 58/130 in ASCUS-SIL, which was statistically significant (P <0.001). CONCLUSIONS: The results of our study indicate that it is not worthwhile to qualify these lesions as majority of ASCUS-SIL also revealed only low grade epithelial which have a benign biological behaviour