ArticlePloS one2015
Quantum dots-based quantitative and in situ multiple imaging on ki67 and cytokeratin to improve ki67 assessment in breast cancer.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed, 51 citations in OpenAlex.
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- Applicability of Quantum Dots in Breast Cancer Diagnostic and Therapeutic Modalities-A State-of-the-Art Review.Nanomaterials (Basel, Switzerland) · 2024Review
- Antiproliferative and Anti-Inflammatory Effects of the Polyphenols Phloretin and Balsacone C in a Coculture of T Cells and Psoriatic Keratinocytes.International journal of molecular sciences · 2024Article
- Quantum Dot Research in Breast Cancer: Challenges and Prospects.Materials (Basel, Switzerland) · 2024Review
- Proposal of an automated tumor-stromal ratio assessment algorithm and a nomogram for prognosis in early-stage invasive breast cancer.Cancer medicine · 2023Article
- Effects of ethylenediaminetetraacetic acid on stem cells from the apical papilla:Journal of dental sciences · 2023Article
- Application of EdU-Based DNA Synthesis Assay to Measure Hepatocyte Proliferation In Situ During Liver Regeneration.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Involvement of PAR2 in platelet-derived growth factor receptor-α-positive cell proliferation in the colon of diabetic mice.Physiological reports · 2021Article
- The Expression of Selected Wnt Pathway Members (FZD6, AXIN2 and β-Catenin) in Canine Oral Squamous Cell Carcinoma and Acanthomatous Ameloblastoma.Animals : an open access journal from MDPI · 2021Article
- Computerized Assessment of the Tumor-stromal Ratio and Proposal of a Novel Nomogram for Predicting Survival in Invasive Breast Cancer.Journal of Cancer · 2021Article
- Quantum Dot-Based Simultaneous Multicolor Imaging.Molecular imaging and biology · 2020Review
- Article
- TMEFF2 inhibits pancreatic cancer cells proliferation, migration, and invasion by suppressing phosphorylation of the MAPK signaling pathway.OncoTargets and therapy · 2019Article
- Single cell polarity in liquid phase facilitates tumour metastasis.Nature communications · 2018Article
- Quantum dot-based immunofluorescent imaging and quantitative detection of DNER and prognostic value in prostate cancer.Cancer biomarkers : section A of Disease markers · 2018Article
- Identifying tumor in pancreatic neuroendocrine neoplasms from Ki67 images using transfer learning.PloS one · 2018Article
- Nanoparticles as Theranostic Vehicles in Experimental and Clinical Applications-Focus on Prostate and Breast Cancer.International journal of molecular sciences · 2017Review
- A Comparative Performance Analysis of Multispectral and RGB Imaging on HER2 Status Evaluation for the Prediction of Breast Cancer Prognosis.Translational oncology · 2016Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAs a marker for tumor cell proliferation, Ki67 has important impacts on breast cancer (BC) prognosis. Although immunohistochemical staining is the current standard method, variations in analytical practice make it difficult for pathologists to manually measure Ki67 index. This study was to develop a fluorescent spectrum-based quantitative analysis of Ki67 expression by quantum-dots (QDs) multiple imaging technique.
methodsA QDs-based in situ multiple fluorescent imaging method was developed, which stained nuclear Ki67 as red signal and cytoplasmic cytokeratin (CK) as green signal. Both Ki67 and CK signals were automatically separated and quantified by professional spectrum analysis software. This technique was applied to tissue microarrays from 240 BC patients. Both Ki67 and CK values, and Ki67/CK ratio were obtained for each patient, and their prognostic value on 5-year disease free survival was assessed.
resultsThis method simultaneously stains nuclear Ki67 and cytoplasmic CK with clear signal contrast, making it easy for signal separation and quantification. The total fluorescent signal intensities of both Ki67 sum and CK sum were obtained, and Ki67/CK ratio calculated. Ki67 sum and Ki67/CK ratio were each attributed into two grades by X-tile software based on the best P value principle. Multivariate analysis showed Ki67 grade (P = 0.047) and Ki67/CK grade (P = 0.004) were independent prognostic factors. Furthermore, area under curve (AUC) of ROC analysis for Ki67/CK grade (AUC: 0.683, 95%CI: 0.613-0.752) was higher than Ki67 grade (AUC: 0.665, 95%CI: 0.596-0.734) and HER-2 gene (AUC: 0.586, 95%CI: 0.510-0.661), but lower than N stage (AUC: 0.760, 95%CI: 0.696-0.823) and histological grade (AUC: 0.756, 95%CI: 0.692-0.820) on predicting the risk for recurrence.
conclusionsA QDs-based quantitative and in situ multiple imaging on Ki67 and CK was developed to improve Ki67 assessment in BC, and Ki67/CK grade had better performance than Ki67 grade in predicting prognosis.
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