ArticlePloS one2014
Evaluation of HPV infection and smoking status impacts on cell proliferation in epithelial layers of cervical neoplasia.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
9 citing papers in PubMed.
- From cells to pixels: A decision tree for designing bioimage analysis pipelines.Journal of microscopy · 2025Article
- Quantitative nuclear phenotype signatures predict nodal disease in oral squamous cell carcinoma.PloS one · 2021Article
- Pathology Image Analysis Using Segmentation Deep Learning Algorithms.The American journal of pathology · 2019Review
- Automatic labeling of molecular biomarkers of immunohistochemistry images using fully convolutional networks.PloS one · 2018Article
- Epidemiological Investigation and Risk Factors for Cervical Lesions: Cervical Cancer Screening Among Women in Rural Areas of Henan Province China.Medical science monitor : international medical journal of experimental and clinical research · 2016Article
- Diffuse optical microscopy for quantification of depth-dependent epithelial backscattering in the cervix.Journal of biomedical optics · 2016Article
- Limits of Applicability of the Voronoi Tessellation Determined by Centers of Cell Nuclei to Epithelium Morphology.Frontiers in physiology · 2016Article
- Health Disparities in the Immunoprevention of Human Papillomavirus Infection and Associated Malignancies.Frontiers in public health · 2015Review
- Prevalence and risk factors for cervical neoplasia: a cervical cancer screening program in Beijing.BMC public health · 2014Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Accurate cervical intra-epithelial neoplasia (CIN) lesion grading is needed for effective patient management. We applied computer-assisted scanning and analytic approaches to immuno-stained CIN lesion sections to more accurately delineate disease states and decipher cell proliferation impacts from HPV and smoking within individual epithelial layers. A patient cohort undergoing cervical screening was identified (n = 196) and biopsies of varying disease grades and with intact basement membranes and epithelial layers were obtained (n = 261). Specimens were sectioned, stained (Mib1), and scanned using a high-resolution imaging system. We achieved semi-automated delineation of proliferation status and epithelial cell layers using Otsu segmentation, manual image review, Voronoi tessellation, and immuno-staining. Data were interrogated against known status for HPV infection, smoking, and disease grade. We observed increased cell proliferation and decreased epithelial thickness with increased disease grade (when analyzing the epithelium at full thickness). Analysis within individual cell layers showed a ≥50% increase in cell proliferation for CIN2 vs. CIN1 lesions in higher epithelial layers (with minimal differences seen in basal/parabasal layers). Higher rates of proliferation for HPV-positive vs. -negative cases were seen in epithelial layers beyond the basal/parabasal layers in normal and CIN1 tissues. Comparing smokers vs. non-smokers, we observed increased cell proliferation in parabasal (low and high grade lesions) and basal layers (high grade only). In sum, we report CIN grade-specific differences in cell proliferation within individual epithelial layers. We also show HPV and smoking impacts on cell layer-specific proliferation. Our findings yield insight into CIN progression biology and demonstrate that rigorous, semi-automated imaging of histopathological specimens may be applied to improve disease grading accuracy.
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