The GermanVasc Score: A Pragmatic Risk Score Predicts Five Year Amputation Free Survival in Patients with Peripheral Arterial Occlusive Disease

被引:48
|
作者
Kreutzburg, Thea [1 ]
Peters, Frederik [1 ]
Kuchenbecker, Jenny [1 ]
Marschall, Ursula [2 ]
Lee, Regent [3 ]
Kriston, Levente [4 ]
Debus, E. Sebastian [1 ]
Behrendt, Christian-Alexander [1 ]
机构
[1] Univ Med Ctr Hamburg Eppendorf, Dept Vasc Med, Res Grp GermanVasc, Martinistr 52, D-20246 Hamburg, Germany
[2] BARMER, Wuppertal, Germany
[3] Univ Oxford, Nuffield Dept Surg Sci, Headington, England
[4] Univ Med Ctr Hamburg Eppendorf, Dept Med Psychol, Hamburg, Germany
关键词
Chronic limb threatening ischaemia; Elastic net; Elixhauser comorbidity groups; Intermittent claudication; LASSO; Peripheral arterial occlusive disease; LIMB ISCHEMIA; MORTALITY; REVASCULARIZATION; VALIDATION; DIAGNOSIS; SELECTION;
D O I
10.1016/j.ejvs.2020.11.013
中图分类号
R61 [外科手术学];
学科分类号
摘要
Objective: Patients with peripheral arterial occlusive disease (PAOD) face an increased risk of both lower limb amputation and death. To date, it has been challenging to predict the long term outcomes for PAOD. The aim was to develop a risk score to predict worse five year amputation free survival (AFS). Methods: In this retrospective analysis of claims data, symptomatic PAOD patients were split into training and validation sets. Variables in the model were patient age and sex, Elixhauser comorbidities, and the 190 most common secondary diagnoses. Penalised Cox regression (least absolute shrinkage and selection operator [LASSO]) with tenfold cross validation for variable selection was performed and patients were categorised into five risk groups using the ten most important variables. All analyses were stratified by intermittent claudication (IC) and chronic limb threatening ischaemia (CLTI). Results: In total, 87 293 patients with PAOD (female 45.3%, mean age 71.4 +/- 11.1 years) were included in the analysis. The most important variable predicting worse five year AFS was patient age >80 years. The GermanVasc score exhibited good predictive accuracy both for IC (c statistic = 0.70, 95% confidence interval [CI] 0.69-0.71) and CLTI (c statistic = 0.69, 95% CI 0.68-0.70) with adequate calibration due largely to alignment of observed and expected risk. Depending on the cumulative point score, the five year risk of amputation or death ranged from 9% (low risk) to 48% (high risk) for IC, and from 25% to 88% for CLTI. Conclusion: The GermanVasc score predicts worse five year AFS stratified for inpatients suffering from IC and CLTI, with good predictive accuracy. By separating low from high risk patients, the GermanVasc score may support patient centred consent.
引用
收藏
页码:248 / 256
页数:9
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