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August 28, 2012; 79 (9) Articles

A simple score for estimating the long-term risk of fracture in patients with multiple sclerosis

Marloes T. Bazelier, Tjeerd-Pieter van Staa, Bernard M.J. Uitdehaag, Cyrus Cooper, Hubert G.M. Leufkens, Peter Vestergaard, Joan Bentzen, Frank de Vries
First published August 15, 2012, DOI: https://doi.org/10.1212/WNL.0b013e318266faae
Marloes T. Bazelier
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
MSc
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Tjeerd-Pieter van Staa
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
MD, PhD
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Bernard M.J. Uitdehaag
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
MD, PhD
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Cyrus Cooper
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
MA, DM, FRCP, FMedSci
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Hubert G.M. Leufkens
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
PharmD, PhD
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Peter Vestergaard
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
MD, PhD, DrMedSc
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Joan Bentzen
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
MSc, PhD
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Frank de Vries
From the Utrecht Institute for Pharmaceutical Sciences (M.T.B., T.-P.v.S., H.G.M.L., F.d.V.), Utrecht University, Utrecht, Netherlands; General Practice Research Database (T.-P.v.S.), Medicines and Healthcare Products Regulatory Agency, London, UK; MRC Lifecourse Epidemiology Unit (T.-P.v.S., C.C., F.d.V.) University of Southampton, Southampton, UK; MS Center Amsterdam (B.M.J.U.), VU University Medical Center, Amsterdam, the Netherlands; Institute of Musculoskeletal Sciences (C.C.), University of Oxford, Oxford, UK; The Osteoporosis Clinic (P.V.), Aarhus University Hospital, Aarhus, Denmark; National Institute of Public Health (J.B.), University of Southern Denmark, Copenhagen; and Department of Clinical Pharmacy and Toxicology (F.d.V.), Maastricht University Medical Centre, Maastricht, the Netherlands.
PharmD, PhD
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Citation
A simple score for estimating the long-term risk of fracture in patients with multiple sclerosis
Marloes T. Bazelier, Tjeerd-Pieter van Staa, Bernard M.J. Uitdehaag, Cyrus Cooper, Hubert G.M. Leufkens, Peter Vestergaard, Joan Bentzen, Frank de Vries
Neurology Aug 2012, 79 (9) 922-928; DOI: 10.1212/WNL.0b013e318266faae

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Abstract

Objective: To derive a simple score for estimating the long-term risk of osteoporotic and hip fracture in individual patients with MS.

Methods: Using the UK General Practice Research Database linked to the National Hospital Registry (1997–2008), we identified patients with incident MS (n = 5,494). They were matched 1:6 by year of birth, sex, and practice with patients without MS (control subjects). Cox proportional hazards models were used to calculate the long-term risk of osteoporotic and hip fracture. We fitted the regression model with general and specific risk factors, and the final Cox model was converted into integer risk scores.

Results: In comparison with the FRAX calculator, our risk score contains several new risk factors that have been linked with fracture, which include MS, use of antidepressants, use of anticonvulsants, history of falling, and history of fatigue. We estimated the 5- and 10-year risks of osteoporotic and hip fracture in relation to the risk score. The C-statistic was moderate (0.67) for the prediction of osteoporotic fracture and excellent (0.89) for the prediction of hip fracture.

Conclusion: This is the first clinical risk score for fracture risk estimation involving MS as a risk factor.

GLOSSARY

BMD=
bone mineral density;
BMI=
body mass index;
GC=
glucocorticoid;
GPRD=
General Practice Research Database;
MS=
multiple sclerosis

Footnotes

  • Study funding: Supported by a career establishment award from the European Calcified Tissue Society. The Department of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, employing authors Marloes T. Bazelier, Tjeerd-Pieter van Staa, Hubert G.M. Leufkens, and Frank de Vries, has received unrestricted funding for pharmacoepidemiologic research from GlaxoSmithKline, Novo Nordisk, the private-public funded Top Institute Pharma (http://www.tipharma.nl, includes cofunding from universities, government, and industry), the Dutch Medicines Evaluation Board, and the Dutch Ministry of Health.

  • Received November 21, 2011.
  • Accepted April 10, 2012.
  • Copyright © 2012 by AAN Enterprises, Inc.
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