ArticleAnnals of oncology : official journal of the European Society for Medical Oncology2018
Prognostic markers for colorectal cancer: estimating ploidy and stroma.
Article in Annals of oncology : official journal of the European Society for Medical Oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.
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44 citing papers in PubMed, 77 citations in OpenAlex.
- Article
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- Integrating artificial intelligence (AI) into colorectal cancer reporting.The Journal of pathology · 2026Review
- Prognostic significance of DNA ploidy, stroma fraction, and nucleotyping in stage IIIb colon cancer and their implications for adjuvant chemotherapy.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Computer-aided quantitative stromal analysis: a comprehensive investigation of its prognostic significance in lung squamous cell carcinoma.Translational lung cancer research · 2025Article
- Comprehensive analysis of zinc finger protein 367 as a potential pan-cancer diagnostic and prognostic biomarker and underlying biological mechanisms.Discover oncology · 2025Article
- Integrating prognosis-related genes with immune-related gene signature for development and validation of a survival stratification model for early-stage colorectal cancer.Translational cancer research · 2025Article
- Interactions between cancer-associated fibroblasts and the extracellular matrix in oesophageal cancer.Matrix biology : journal of the International Society for Matrix Biology · 2025Review
- Automated tumor-stroma ratio estimation for improved prognostic stratification of squamous cell carcinoma of the oral tongue.The journal of pathology. Clinical research · 2025Article
- DNA ploidy combined with tumor stroma as a biomarker for predicting the prognosis of stage II colorectal cancer patients and identifying candidates for chemotherapy.World journal of surgical oncology · 2025Article
- Clinical implications of DNA ploidy, stroma, and nucleotyping in predicting peritoneal metastasis risk for gastric cancer.BMC cancer · 2025Article
- Ploidy status analysis in small cell lung cancer cells and its use in cytopathological diagnosis.International journal of clinical and experimental pathology · 2025Article
- Improving performance in colorectal cancer histology decomposition using deep and ensemble machine learning.Heliyon · 2024Article
- Exploring prognostic values of DNA ploidy, stroma-tumor fraction and nucleotyping in stage II colon cancer patients.Discover oncology · 2024Article
- Personalizing adjuvant therapy for patients with colorectal cancer.Nature reviews. Clinical oncology · 2024Review
- Combination of DNA ploidy, stroma, and nucleotyping predicting prognosis and tailoring adjuvant chemotherapy duration in stage III colon cancer.Therapeutic advances in medical oncology · 2024Article
- Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions.Scientific reports · 2023Article
- TRIM6: An Upregulated Biomarker with Prognostic Significance and Immune Correlations in Gliomas.Biomolecules · 2023Article
- Prognostic Value of Chromatin Structure Typing in Early-Stage Non-Small Cell Lung Cancer.Cancers · 2023Article
- Colorectal Cancer Survival Prediction Using Deep Distribution Based Multiple-Instance Learning.Entropy (Basel, Switzerland) · 2022Article
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18 authors at 5 institutions in 3 countries.
Funding
Abstract
Background: We report here the prognostic value of ploidy and digital tumour-stromal morphometric analyses using material from 2624 patients with early stage colorectal cancer (CRC). Patients and methods: DNA content (ploidy) and stroma-tumour fraction were estimated using automated digital imaging systems and DNA was extracted from sections of formalin-fixed paraffin-embedded (FFPE) tissue for analysis of microsatellite instability. Samples were available from 1092 patients recruited to the QUASAR 2 trial and two large observational series (Gloucester, n = 954; Oslo University Hospital, n = 578). Resultant biomarkers were analysed for prognostic impact using 5-year cancer-specific survival (CSS) as the clinical end point. Results: Ploidy and stroma-tumour fraction were significantly prognostic in a multivariate model adjusted for age, adjuvant treatment, and pathological T-stage in stage II patients, and the combination of ploidy and stroma-tumour fraction was found to stratify these patients into three clinically useful groups; 5-year CSS 90% versus 83% versus 73% [hazard ratio (HR) = 1.77 (95% confidence interval (95% CI): 1.13-2.77) and HR = 2.95 (95% CI: 1.73-5.03), P < 0.001]. Conclusion: A novel biomarker, combining estimates of ploidy and stroma-tumour fraction, sampled from FFPE tissue, identifies stage II CRC patients with low, intermediate or high risk of CRC disease specific death, and can reliably stratify clinically relevant patient sub-populations with differential risks of tumour recurrence and may support choice of adjuvant therapy for these individuals.
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