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Background: Three tools are currently available to predict the risk of contralateral breast cancer (CBC). We aimed to compare the performance of the Manchester formula, CBCrisk, and PredictCBC in patients with invasive breast cancer (BC).
Methods: We analyzed data of 132,756 patients (4682 CBC) from 20 international studies with a median follow-up of 8.8 years. Prediction performance included discrimination, quantified as a time-dependent Area-Under-the-Curve (AUC) at 5 and 10 years after diagnosis of primary BC, and calibration, quantified as the expected-observed (E/O) ratio at 5 and 10 years and the calibration slope.
Results: The AUC at 10 years was: 0.58 (95% confidence intervals [CI] 0.57-0.59) for CBCrisk; 0.60 (95% CI 0.59-0.61) for the Manchester formula; 0.63 (95% CI 0.59-0.66) and 0.59 (95% CI 0.56-0.62) for PredictCBC-1A (for settings where BRCA1/2 mutation status is available) and PredictCBC-1B (for the general population), respectively. The E/O at 10 years: 0.82 (95% CI 0.51-1.32) for CBCrisk; 1.53 (95% CI 0.63-3.73) for the Manchester formula; 1.28 (95% CI 0.63-2.58) for PredictCBC-1A and 1.35 (95% CI 0.65-2.77) for PredictCBC-1B. The calibration slope was 1.26 (95% CI 1.01-1.50) for CBCrisk; 0.90 (95% CI 0.79-1.02) for PredictCBC-1A; 0.81 (95% CI 0.63-0.99) for PredictCBC-1B, and 0.39 (95% CI 0.34-0.43) for the Manchester formula.
Conclusions: Current CBC risk prediction tools provide only moderate discrimination and the Manchester formula was poorly calibrated. Better predictors and re-calibration are needed to improve CBC prediction and to identify low- and high-CBC risk patients for clinical decision-making.
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http://dx.doi.org/10.1007/s10549-020-05611-8 | DOI Listing |
Cureus
June 2025
Emergency Medicine, University Hospitals of Leicester, NHS Foundation Trust, Leicester, GBR.
Background Clinical nephropathy is a prevalent and serious microvascular complication of type 2 diabetes mellitus (T2DM), contributing substantially to increased morbidity and mortality among affected individuals. It often progresses insidiously, leading to end-stage renal disease if not promptly detected and managed. Despite its growing public health importance, there is a paucity of region-specific data on the prevalence and correlates of clinical nephropathy in patients with T2DM, particularly in resource-limited settings.
View Article and Find Full Text PDFHealth Policy
July 2025
Health Organisation, Policy and Economics (HOPE), The University of Manchester, UK.
Background: Accurate needs-based capitation is key to effective and equitable primary care funding. Most capitation schemes use only basic demographic and area characteristics.
Objective: We developed capitation weights for general practices in England using morbidity indicators recorded in primary and secondary care.
Soc Sci Med
July 2025
Health, Organisation, Policy and Economics, School of Health Sciences, University of Manchester, United Kingdom.
Regional variations in hospital expenditure are a global concern because they may reflect unmet healthcare needs or inefficient resource use. Several recent studies have used internal migration to differentiate demand and supply causes of these regional variations. Most of these studies have focused on specific populations in competitive insurance settings and have not fully considered the timing of individual migrations.
View Article and Find Full Text PDFJ Fish Dis
July 2025
Department of Animal Veterinary & Food Sciences and Aquaculture Research Institute, University of Idaho, Moscow, Idaho, USA.
This study explores the integration of black soldier fly larvae (BSFL) as a complementary functional ingredient to increase the soybean meal (SBM) inclusion in rainbow trout (Oncorhynchus mykiss) diets. Six experimental diets were formulated including a control diet as fishmeal (FM), an SBM-based diet, and 2.5% and 5% whole-body (WB) or defatted (DB) BSFL-supplemented SBM-based diets.
View Article and Find Full Text PDFAnn Clin Biochem
June 2025
Department of Internal Medicine and Pediatrics, Ghent University & Department of Endocrinology, University Hospital Ghent, Ghent, Belgium.
BackgroundSerum free testosterone is commonly used as a parameter to evaluate testosterone exposure and is mostly calculated using mathematical approximations. As the principal testosterone-binding protein, SHBG concentration is always included in such calculations. However, variability in SHBG measurements may affect reported SHBG levels and consequently free testosterone calculations.
View Article and Find Full Text PDF