TY - JOUR
T1 - A risk score assessment tool for peripheral arterial disease in women
T2 - From the National Health and Nutrition Examination Survey
AU - Mansoor, Hend
AU - Elgendy, Islam Y.
AU - Williams, Renessa S.
AU - Joseph, Verlin W.
AU - Hong, Young Rock
AU - Mainous, Arch G.
N1 - Publisher Copyright:
© 2018 Wiley Periodicals, Inc.
PY - 2018/8
Y1 - 2018/8
N2 - Background: Peripheral arterial disease (PAD) carries a significant morbidity and mortality. Women are more commonly affected with this condition and are mostly asymptomatic, and undertreated. The objective of the study was to develop and validate a simple risk score to identify women with PAD. Hypothesis: Identifying those at early stage of the disease could help reduce the risk of complications. Methods: Using data from the National Health and Nutrition Examination Survey 1999-2004, we identified women who had data on ankle brachial index. The cohort was divided into development (70%) and validation (30%) groups. Using variables that are self-reported or measured without laboratory data, we developed a multivariable logistic regression to predict PAD, which was evaluated in the validation cohort. Results: A total of 150.6 million women were included. A diagnosis of PAD was reported in 13.7%. Age, body mass index, hypertension, diabetes mellitus, smoking, non-oral contraceptive pill usage, and parity were all independently associated with PAD. The C-statistics was 0.74, with good calibration. The model showed good stability in the validation cohort (C-statistics 0.73). Conclusion: This parsimonious risk model is a valid tool for risk prediction of PAD in women, and could be easily applied in routine clinical practice.
AB - Background: Peripheral arterial disease (PAD) carries a significant morbidity and mortality. Women are more commonly affected with this condition and are mostly asymptomatic, and undertreated. The objective of the study was to develop and validate a simple risk score to identify women with PAD. Hypothesis: Identifying those at early stage of the disease could help reduce the risk of complications. Methods: Using data from the National Health and Nutrition Examination Survey 1999-2004, we identified women who had data on ankle brachial index. The cohort was divided into development (70%) and validation (30%) groups. Using variables that are self-reported or measured without laboratory data, we developed a multivariable logistic regression to predict PAD, which was evaluated in the validation cohort. Results: A total of 150.6 million women were included. A diagnosis of PAD was reported in 13.7%. Age, body mass index, hypertension, diabetes mellitus, smoking, non-oral contraceptive pill usage, and parity were all independently associated with PAD. The C-statistics was 0.74, with good calibration. The model showed good stability in the validation cohort (C-statistics 0.73). Conclusion: This parsimonious risk model is a valid tool for risk prediction of PAD in women, and could be easily applied in routine clinical practice.
KW - peripheral artery disease
KW - prediction
KW - risk score
KW - women
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U2 - 10.1002/clc.23032
DO - 10.1002/clc.23032
M3 - Article
C2 - 30039607
AN - SCOPUS:85053218201
SN - 0160-9289
VL - 41
SP - 1084
EP - 1090
JO - Clinical Cardiology
JF - Clinical Cardiology
IS - 8
ER -