Steven HJ Hageman
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Articles (13)
Aims To develop and externally validate the LIFE‐T1D model for the estimation of lifetime and 10‐year risk of cardiovascular disease (CVD) in individuals with type 1 diabetes. Materials and Methods A sex‐specific competing risk‐adjusted Cox proportional hazards model was derived in individuals with type 1 diabetes without prior CVD from the Swedish National Diabetes Register (NDR), using age as the time axis. Predictors included age at diabetes onset, smoking status, body mass index, systolic blood pressure, glycated haemoglobin level, estimated glomerular filtration rate, non‐high‐density lipoprotein cholesterol, albuminuria and retinopathy. The model was externally validated in the Danish Funen Diabetes Database (FDDB) and the UK Biobank. Results During a median follow‐up of 11.8 years (interquartile interval 6.1–17.1 years), 4608 CVD events and 1316 non‐CVD deaths were observed in the NDR ( n = 39 756). The internal validation c‐statistic was 0.85 (95% confidence interval [CI] 0.84–0.85) and the external validation c‐statistics were 0.77 (95% CI 0.74–0.81) for the FDDB ( n = 2709) and 0.73 (95% CI 0.70–0.77) for the UK Biobank ( n = 1022). Predicted risks were consistent with the observed incidence in the derivation and both validation cohorts. Conclusions The LIFE‐T1D model can estimate lifetime risk of CVD and CVD‐free life expectancy in individuals with type 1 diabetes without previous CVD. This model can facilitate individualized CVD prevention among individuals with type 1 diabetes. Validation in additional cohorts will improve future clinical implementation.
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2024
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2024
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2024
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2023
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2023
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2023
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2023
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2023
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2022
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2022
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2022
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2021
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2021
Collaborators (18)
Mattias Brunström
Umeå Universitet Medicinska fakulteten
Maarten van Smeden
Associate professor
University Medical Center Groningen
Peter Ueda
Karolinska Institutet
Kari Kuulasmaa
Research Professor
Finnish Institute for Health and Welfare
David Muller
Lecturer in Cancer Epidemiology and Biostatistics
Imperial College London
Giovanni Veronesi
Associate Professor, biostatistics (MED/01)
Università degli Studi di Roma La Sapienza
Rajkumar Chinnadurai
The University of Manchester
Frank L J Visseren
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J. Wouter Jukema
Leiden University Medical Center
Jan Westerink
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Morgan Grams
New York University
Agnieszka Doryńska
Institute of Cardiology
Emanuele Di Angelantonio
University of Cambridge
Jannick A N Dorresteijn
University Medical Center Groningen
Tazeen Jafar
Duke University
Pieter Doevendans
University Medical Center Groningen
Reimar Thomsen
Aarhus University
Milica Bozic
University Hospital Essen
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