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

被引:42
|
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
相关论文
共 50 条
  • [41] REPRODUCIBILITY OF PLATELET SURVIVAL-TIME MEASUREMENTS IN PATIENTS WITH PERIPHERAL ARTERIAL OCCLUSIVE DISEASE
    MINAR, E
    EHRINGER, H
    THROMBOSIS RESEARCH, 1987, 48 (01) : 73 - 79
  • [42] Lower Extremity Artery Calcification Predicts Amputation and Mortality in Advanced Peripheral Arterial Disease Patients
    Huang, Chi-Lun
    Wu, I-Hui
    Lee, Wen-Jeng
    Yang, Wei-Shiung
    CIRCULATION, 2013, 128 (22)
  • [43] Markers of vascular inflammation are associated with the extent of atherosclerosis assessed as angiographic score and treadmill walking distances in patients with peripheral arterial occlusive disease
    Nylænde, M
    Kroese, A
    Stranden, E
    Morken, B
    Sandbæk, G
    Lindahl, AK
    Arnesen, H
    Seljeflot, I
    VASCULAR MEDICINE, 2006, 11 (01) : 21 - 28
  • [44] A Prothrombotic Score Based on Genetic Polymorphisms of the Hemostatic System Differs in Patients with Ischemic Stroke, Myocardial Infarction, or Peripheral Arterial Occlusive Disease
    Herm, Juliane
    Hoppe, Berthold
    Siegerink, Bob
    Nolte, Christian H.
    Koscielny, Juergen
    Haeusler, Karl Georg
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2017, 4
  • [45] ASSOCIATION OF SMOKING CESSATION WITH DECREASED MORTALITY AND IMPROVED AMPUTATION-FREE SURVIVAL AMONG PATIENTS WITH PERIPHERAL ARTERIAL DISEASE
    Armstrong, Ehrin J.
    Wu, Julie
    Singh, Gagan
    Chen, Debbie
    Amsterdam, Ezra
    Laird, John
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2014, 63 (12) : A1361 - A1361
  • [46] Self-reported peripheral arterial disease predicts risk of combined vascular events beyond the framingham risk score in the northern Manhattan study
    Salameh, M
    Rundek, T
    Jacoby, D
    Jin, ZZ
    Ratchford, E
    Boden-Albala, B
    Homma, S
    Sacco, RL
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2006, 47 (04) : 294A - 294A
  • [47] Predicting major bleeding events in patients with peripheral arterial disease: the OAC3-PAD risk score
    Behrendt, Christian-Alexander
    Rother, Ulrich
    Uhl, Christian
    Goertz, Hartmut
    Stavroulakis, Konstantinos
    Gombert, Alexander
    GEFASSCHIRURGIE, 2022, 27 (03): : 208 - 211
  • [48] Super-Enhancer Associated Five-Gene Risk Score Model Predicts Overall Survival in Multiple Myeloma Patients
    Qi, Tingting
    Qu, Jian
    Tu, Chao
    Lu, Qiong
    Li, Guohua
    Wang, Jiaojiao
    Qu, Qiang
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2020, 8
  • [49] An Immune Risk Score Predicts Survival of Patients with Acute Myeloid Leukemia Receiving Chemotherapy
    Wang, Yun
    Cai, Yan-yu
    Herold, Tobias
    Nie, Run-cong
    Zhang, Yu
    Gale, Robert Peter
    Metzeler, Klaus H.
    Zeng, Yun
    Wang, Shun-qing
    Pan, Xue-yi
    Yang, Tong-hua
    Wu, Yuan-bin
    Zhang, Qing
    Wuxiao, Zhi-jun
    Du, Xin
    Liang, Zhi-wei
    Su, Yong-zhong
    Xu, Jing-bo
    Wang, Yong-qing
    Liu, Ze-lin
    Wu, Jian-wei
    Zhang, Xiong
    Wu, Bing-yi
    Xiao, Ruo-zhi
    Wang, San-bin
    Li, Jin-yuan
    Chi, Pei-dong
    Zhang, Qian-yi
    Chen, Si-liang
    Qin, Zhe-yuan
    Zhang, Xin-mei
    Zhong, Na
    Hiddemann, Wolfgang
    Liu, Qi-fa
    Zhang, Bei
    Liang, Yang
    CLINICAL CANCER RESEARCH, 2021, 27 (01) : 255 - 266
  • [50] A Novel Genetic Risk Score Predicts Ischemic Stroke in Patients With Cardiometabolic Disease
    Patel, Parth N.
    Marston, Nicholas A.
    Kamanu, Frederick K.
    Weng, Lu Chen
    Bonaca, Marc P.
    Giugliano, Robert P.
    Scirica, Benjamin M.
    O'Donoghue, Michelle L.
    Cannon, Christopher P.
    Anderson, Christopher D.
    Bhatt, Deepak L.
    Steg, Philippe G.
    Cohen, Marc
    Storey, Robert F.
    Sever, Peter S.
    Keech, Anthony C.
    Raz, Itamar
    Mosenzon, Ofri
    Braunwald, Eugene
    CIRCULATION, 2020, 142