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
相关论文
共 50 条
  • [1] COPART Risk Score Predicts Long-term Mortality in Peripheral Arterial Occlusive Disease
    Hack, G.
    Belaj, K.
    Gary, T.
    Rief, P.
    Deutschmann, H.
    Seinost, G.
    Brodmann, M.
    Hafner, F.
    EUROPEAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2015, 50 (01) : 94 - 100
  • [2] Graz Critical Limb Ischemia Score: A Risk Score for Critical Limb Ischemia in Peripheral Arterial Occlusive Disease
    Gary, Thomas
    Belaj, Klara
    Hafner, Franz
    Eller, Philipp
    Rief, Peter
    Hackl, Gerald
    Brodmann, Marianne
    MEDICINE, 2015, 94 (27) : e1054
  • [3] Risk factors associated with amputation-free survival for patients with peripheral arterial disease: a systematic review
    Kim, Changhwan
    Yang, Yong Sook
    Ryu, Gi Wook
    Choi, Mona
    EUROPEAN JOURNAL OF CARDIOVASCULAR NURSING, 2021, 20 (04) : 295 - 304
  • [4] Validation of ERICVA Risk Score as a Predictor of One Year Amputation-Free Survival of Patients with Critical Limb Ischemia
    Mohamed, Sara-Azhari
    Viknaswaran, Navian Lee
    Doran, Jonathan
    Sanz-Nogues, Clara
    Ahmed, Khalid
    Howard, Linda
    Tubassam, Muhammad
    O'Brien, Timothy
    Walsh, Stewart Redmond
    ANNALS OF VASCULAR SURGERY, 2021, 75 : 171 - 178
  • [5] A nationwide cohort study of the role of CHADS 2 score in predicting lower extremity amputation and death among patients with peripheral arterial occlusive disease
    Hu, Wei Syun
    METABOLISM-CLINICAL AND EXPERIMENTAL, 2022, 128 : S6 - S6
  • [6] 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
  • [8] Five Year Survival in Medicare Patients Undergoing Interventions for Peripheral Arterial Disease: a Retrospective Cohort Analysis of Linked Registry Claims Data
    Levin, Scott R.
    Farber, Alik
    Goodney, Philip P.
    King, Elizabeth G.
    Eslami, Mohammad H.
    Malas, Mahmoud B.
    Patel, Virendra I.
    Kiang, Sharon C.
    Siracuse, Jeffrey J.
    EUROPEAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2023, 66 (04) : 541 - 549
  • [9] Limb Related Outcomes of Endovascular vs. Open Surgical Revascularisation in Patients with Peripheral Arterial Occlusive Disease: A Report from the Prospective GermanVasc Cohort Study
    Peters, Frederik
    Behrendt, Christian -Alexander
    EUROPEAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2023, 66 (01) : 85 - 93
  • [10] CHADS2 Score and Risk of New-onset Peripheral Arterial Occlusive Disease in Patients without Atrial Fibrillation: A Nationwide Cohort Study in Taiwan
    Hsu, Po-Chao
    Chiu, Cheng-An
    Chu, Chun-Yuan
    Lee, Wen-Hsien
    Su, Ho-Ming
    Lin, Tsung-Hsien
    Voon, Wen-Chol
    Lai, Wen-Ter
    Sheu, Sheng-Hsiung
    JOURNAL OF ATHEROSCLEROSIS AND THROMBOSIS, 2015, 22 (05) : 490 - 498