ArticleBritish journal of cancer2016
Validity of the online PREDICT tool in older patients with breast cancer: a population-based study.
Article in British journal of cancer, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 4 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
46 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Treatment decision-making and quality of life versus length of life preferences of older patients with early stage cancer: A systematic review.Journal of geriatric oncology · 2025Pooled it
- Prognostic Tools for Older Women with Breast Cancer: A Systematic Review.Medicina (Kaunas, Lithuania) · 2023Pooled it
- Communicating prognosis to women with early breast cancer - overview of prediction tools and the development and pilot testing of a decision aid.BMC health services research · 2019Pooled it
- Prognostic models for breast cancer: a systematic review.BMC cancer · 2019Pooled it
- Development and testing of a random forest-based machine learning model for predicting events among breast cancer patients with a poor response to neoadjuvant chemotherapy.European journal of medical research · 2023Trial
- Bridging the age gap in breast cancer: cluster randomized trial of two decision support interventions for older women with operable breast cancer on quality of life, survival, decision quality, and treatment choices.The British journal of surgery · 2021Trial
- Randomized Trial of Standard Adjuvant Chemotherapy Regimens Versus Capecitabine in Older Women With Early Breast Cancer: 10-Year Update of the CALGB 49907 Trial.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2019Trial
- The FINE Index: A Frailty- and Immunonutrition-Based Nomogram for Survival in Geriatric Breast Cancer: A Retrospective Study.Cancer medicine · 2026Article
- Added value of the tumor-stroma ratio to the PREDICT model for breast cancer.Breast (Edinburgh, Scotland) · 2026Article
- PREDICT v3.0 outperforms v2.2 in young (25-40 years) breast cancer patients according to real-world data from a large Swedish population-based registry.Breast cancer research : BCR · 2026Article
- Validation of the postoperative prognostication tool PREDICT version 2.2 and 3.0 using data from the National cancer center hospital in Japan.Breast cancer (Tokyo, Japan) · 2026Article
- Validation of PREDICT tool v2.2 in patients with early-stage breast cancer enrolled in the GIM and MIG trials.ESMO open · 2026Article
- PREDICT breast v4.0: an update to the PREDICT breast prognostic model.BMC research notes · 2025Article
- Recent Development, Applications, and Patents of Artificial Intelligence in Drug Design and Development.Current drug discovery technologies · 2025Review
- Case Report: FatalCase reports in oncological medicine · 2025Article
- Chemotherapy in older patients with early breast cancer.Breast (Edinburgh, Scotland) · 2024Review
- Insights into the performance of PREDICT tool in a large Mainland Chinese breast cancer cohort: a comparative analysis of versions 3.0 and 2.2.The oncologist · 2024Article
- An updated PREDICT breast cancer prognostic model including the benefits and harms of radiotherapy.NPJ breast cancer · 2024Article
- Evaluation of Predict, a prognostic risk tool, after diagnosis of a second breast cancer.JNCI cancer spectrum · 2023Article
- Assessment High-Risk Breast Cancer in Older Patients: A Comparative Analysis of PREDICT Scores and TAILORx Risk Categorization.European journal of breast health · 2023Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPredicting breast cancer outcome in older patients is challenging, as it has been shown that the available tools are not accurate in older patients. The PREDICT tool may serve as an alternative tool, as it was developed in a cohort that included almost 1800 women aged 65 years or over. The aim of this study was to assess the validity of the online PREDICT tool in a population-based cohort of unselected older patients with breast cancer.
methodsPatients were included from the population-based FOCUS-cohort. Observed 5- and 10-year overall survival were estimated using the Kaplan-Meier method, and compared with predicted outcomes. Calibration was tested by composing calibration plots and Poisson Regression. Discriminatory accuracy was assessed by composing receiver-operator-curves and corresponding c-indices.
resultsIn all 2012 included patients, observed and predicted overall survival differed by 1.7%, 95% confidence interval (CI)=-0.3-3.7, for 5-year overall survival, and 4.5%, 95% CI=2.3-6.6, for 10-year overall survival. Poisson regression showed that 5-year overall survival did not significantly differ from the ideal line (standardised mortality ratio (SMR)=1.07, 95% CI=0.98-1.16, P=0.133), but 10-year overall survival was significantly different from the perfect calibration (SMR=1.12, 95% CI=1.05-1.20, P=0.0004). The c-index for 5-year overall survival was 0.73, 95% CI=0.70-0.75, and 0.74, 95% CI=0.72-0.76, for 10-year overall survival.
conclusionsPREDICT can accurately predict 5-year overall survival in older patients with breast cancer. Ten-year predicted overall survival was, however, slightly overestimated.
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