Treatment-dependent and treatment-independent risk factors associated with the risk of diabetes-related events: a retrospective analysis based on 229,042 patients with type 2 diabetes mellitus

被引:27
作者
Wilke, Thomas [1 ]
Mueller, Sabrina [1 ]
Groth, Antje [1 ]
Fuchs, Andreas [2 ]
Seitz, Lisa [3 ]
Kienhoefer, Joachim [3 ]
Maywald, Ulf [2 ]
Lundershausen, Rainer [4 ]
Wehling, Martin [5 ]
机构
[1] Univ Wismar, IPAM, D-23966 Wismar, Germany
[2] AOK PLUS, D-01067 Dresden, Germany
[3] Novo Nordisk Pharma GmbH, D-55127 Mainz, Germany
[4] Diabet Ctr Erfurt Bad Berka, D-99085 Erfurt, Germany
[5] Heidelberg Univ, Med Fac Mannheim, Mannheim Ctr Gerontopharmacol, D-68169 Mannheim, Germany
关键词
Type 2 diabetes mellitus; Diabetes-related events; Macrovascular event risk; Mortality risk of type 2 diabetes mellitus patients; HbA(1C); COMPLICATIONS SEVERITY INDEX; CARDIOVASCULAR EVENTS; GLYCEMIC CONTROL; BLOOD-PRESSURE; MICROVASCULAR COMPLICATIONS; MORTALITY; CARE; HOSPITALIZATION; ATORVASTATIN; VARIABILITY;
D O I
10.1186/s12933-015-0179-2
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The aim of this study was to analyse which factors predict the real world macro/microvascular event, hospitalisation and death risk in patients with type 2 diabetes mellitus. Furthermore, we aimed to investigate whether there exists both an under- and over-treatment risk of these patients. Methods: We used a German claims/clinical data set covering the years 2010-12. Diabetes-related events were defined as (1) macro-, (2) microvascular events leading to inpatient hospitalisation, (3) other hospitalisations with type 2 diabetes mellitus as main diagnosis, (4) all-cause death and (5) a composite outcome including all event categories 1-4. Factors associated with event risk were analysed by a Kaplan Meier curve analysis and by multivariable Cox regression models. Results: 229,042 patients with type 2 diabetes mellitus (mean age 70.2 years; mean CCI 6.03) were included. Among factors that increased the event risk were patients' age, male gender, the adapted Charlson Comorbidity Index, the adapted Diabetes Complication Severity Index, previous events, and number of prescribed chronic medications. For systolic blood pressure/HbA(1C), a double-J/U-curve pattern was detected: HbA(1C) of 6-6.5% (42-48 mmol/mol) and systolic blood pressure of 130-140 mmHg (17.3-18.7kPa) were associated with the lowest event risk, values below/above that range were associated with higher risk. However, this pattern was mainly driven by the death risk and was much less clearly observed for the macrovascular/microvascular/hospitalization risk and for young/less comorbid patients. Conclusions: Both blood pressure and HbA(1C) seem to be very important treatment targets, especially in comorbid old patients. It is of particular clinical importance that both over- and under-treatment pose a threat to patients with type 2 diabetes mellitus.
引用
收藏
页数:14
相关论文
共 42 条
[1]  
Allen J, 2011, DATEN FAKTEN ERGEBNI, P73
[2]   Global Guideline for Type 2 Diabetes [J].
不详 .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2014, 104 (01) :1-52
[3]  
[Anonymous], 2010, Diabetes Care, V33 Suppl 1, pS4, DOI 10.2337/dc10-S004
[4]   What Is the Optimal Blood Pressure in Patients After Acute Coronary Syndromes? Relationship of Blood Pressure and Cardiovascular Events in the Pravastatin or Atorvastatin Evaluation and Infection Therapy-Thrombolysis in Myocardial Infarction (PROVE IT-TIMI) 22 Trial [J].
Bangalore, Sripal ;
Qin, Jie ;
Sloan, Sarah ;
Murphy, Sabina A. ;
Cannon, Christopher P. .
CIRCULATION, 2010, 122 (21) :2142-2151
[5]   High-Normal HbA1c Is a Strong Predictor of Type 2 Diabetes in the General Population [J].
Bonora, Enzo ;
Kiechl, Stefan ;
Mayr, Agnes ;
Zoppini, Giacomo ;
Targher, Giovanni ;
Bonadonna, Riccardo C. ;
Willeit, Johann .
DIABETES CARE, 2011, 34 (04) :1038-1040
[6]  
Bundesarztekammer (BAK) Kassenarztliche Bundesvereinigung (KBV) Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften (AWMF), NAT VERS THER TYP 2
[7]   Prediction of Mortality in Patients Undergoing Maintenance Hemodialysis by Charlson Comorbidity Index Using ICD-10 Database [J].
Chae, Je-Wook ;
Song, Chang Seok ;
Kim, Hyang ;
Lee, Kyu-Beck ;
Seo, Byeong-Sung ;
Kim, Dong-Il .
NEPHRON CLINICAL PRACTICE, 2011, 117 (04) :C379-C384
[8]  
Chang HY, 2012, AM J MANAG CARE, V18, P721
[9]   Primary prevention of cardiovascular disease with atorvastatin in type 2 diabetes in the Collaborative Atorvastatin Diabetes Study (CARDS): multicentre randomised placebo-controlled trial [J].
Colhoun, HM ;
Betteridge, DJ ;
Durrington, PN ;
Hitman, GA ;
Neil, HAW ;
Livingstone, SJ ;
Thomason, MJ ;
Mackness, MI ;
Charlton-Menys, V ;
Fuller, JH .
LANCET, 2004, 364 (9435) :685-696
[10]   The association of obesity with cardiovascular events in patients with peripheral artery disease [J].
Cronin, Oliver ;
Morris, Dylan R. ;
Walker, Philip J. ;
Golledge, Jonathan .
ATHEROSCLEROSIS, 2013, 228 (02) :316-323