Biomarker-based prediction of fatal and non-fatal cardiovascular outcomes in individuals with diabetes mellitus

被引:3
|
作者
Haller, Paul M. [1 ,2 ]
Gossling, Alina [1 ]
Magnussen, Christina [1 ,2 ]
Brenner, Hermann [3 ]
Schoettker, Ben [3 ]
Iacoviello, Licia [4 ,5 ]
Costanzo, Simona [4 ]
Kee, Frank [6 ]
Koenig, Wolfgang [7 ,8 ,9 ]
Linneberg, Allan [10 ,11 ]
Sujana, Chaterina [12 ]
Thorand, Barbara [12 ,13 ]
Salomaa, Veikko [14 ]
Niiranen, Teemu J. [14 ,15 ,16 ]
Soederberg, Stefan [17 ,20 ]
Voelzke, Henry [18 ,19 ]
Doerr, Marcus [19 ,20 ]
Sans, Susana [21 ]
Padro, Teresa [22 ]
Felix, Stephan B. [19 ]
Nauck, Matthias [19 ,23 ]
Petersmann, Astrid [23 ,24 ]
Palmieri, Luigi [25 ]
Donfrancesco, Chiara [25 ]
De Ponti, Roberto [5 ]
Veronesi, Giovanni [5 ]
Ferrario, Marco M. [5 ]
Kuulasmaa, Kari
Zeller, Tanja [1 ,2 ]
Ojeda, Francisco M. [1 ]
Blankenberg, Stefan [1 ,2 ]
Westermann, Dirk [26 ]
机构
[1] Univ Heart & Vasc Ctr Hamburg, Univ Med Ctr Hamburg Eppendorf, Dept Cardiol, Martinistr 52, D-20246 Hamburg, Germany
[2] German Ctr Cardiovasc Res DZHK, Partner Site Hamburg Kiel Luebeck, Martinistr 52, D-20246 Hamburg, Germany
[3] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
[4] IRCCS NEUROMED, Dept Epidemiol & Prevent, Via Atinense 18, I-86077 Pozzilli, Italy
[5] Univ Insubria, Res Ctr Epidemiol & Prevent Med EPIMED, Dept Med & Surg, Via O Rossi 9, I-21100 Varese, Italy
[6] Queens Univ Belfast, Ctr Publ Hlth, Belfast BT12 6BA, North Ireland
[7] Tech Univ Munich, Klin Herz & Kreislauferkrankungen, Deutsch Herzzentrum Munchen, Lazarettstr 36, D-80636 Munich, Germany
[8] German Ctr Cardiovasc Res DZHK, Partner Site Munich Heart Alliance, Lazarettstr 36, D-80636 Munich, Germany
[9] Univ Ulm, Inst Epidemiol & Med Biometry, Helmholtzstr 22, D-89081 Ulm, Germany
[10] Bispebjerg & Frederiksberg Hosp, Ctr Clin Res & Prevent, Capital Reg Denmark, Ndr Fasanvej 57,1 sal,Bygning 14, DK-2000 Frederiksber, Denmark
[11] Univ Copenhagen, Fac Hlth & Med Sci, Dept Clin Med, Blegdamsvej 3B, DK-2200 Copenhagen, Denmark
[12] Helmholtz Zentrum Munchen, Inst Epidemiol, German Res Ctr Environm Hlth, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[13] German Ctr Diabet Res DZD, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[14] Finnish Inst Hlth & Welf, Dept Publ Hlth & Welf, POB 30, Helsinki 00271, Finland
[15] Turku Univ Hosp, Dept Med, Kiinamyllynkatu 10, Turku 20520, Finland
[16] Univ Turku, Kiinamyllynkatu 10, Turku 20520, Finland
[17] Umea Univ, Dept Publ Hlth & Clin Med, S-90187 Umea, Sweden
[18] Univ Med Greifswald, Inst Community Med, Funkt Bereich SHIP KEF, Walter Rathenau Str 48, D-17475 Greifswald, Germany
[19] German Ctr Cardiovasc Res DZHK, Partner Site Greifswald, Walter Rathenau Str 48, D-17475 Greifswald, Germany
[20] Univ Med Greifswald, Klin & Poliklin Innere Med B, Ferdinand Sauerbruch Str, D-17475 Greifswald, Germany
[21] Catalan Dept Hlth, Roc Boronat 81, Barcelona 08005, Spain
[22] Inst Invest Biomed St Pau IIB St PAU, Cardiovasc Program ICCC, Barcelona, Spain
[23] Univ Med Greifswald, Inst Clin Chem & Lab Med, Ferdinand Sauerbruch Str, D-17489 Greifswald, Germany
[24] Univ Med Oldenburg, Univ Inst Clin Chem & Lab Med, Rahel Straus Str 10, D-26133 Oldenburg, Germany
[25] Ist Super Sanita ISS, Dept Cardiovasc Endocrine Metab Dis & Aging, 299 Viale Regina Elena, I-00161 Rome, Italy
[26] Univ Heart Ctr Freiburg Bad Krozingen, Dept Cardiol & Angiol, Breisacher Str 153, D-79110 Freiburg, Germany
基金
英国医学研究理事会;
关键词
Diabetes; Cardiovascular events; Biomarkers; hs-cTnI; NT-proBNP; hs-CRP; CARDIAC TROPONIN-I; NATRIURETIC PEPTIDE; RISK-ESTIMATION; POPULATION; PREVALENCE; DISEASE; ASSAY;
D O I
10.1093/eurjpc/zwad122
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Lay Summary In this work, the role of cardiac biomarkers measured from blood to predict cardiovascular events and death is tested in individuals of the general population and particularly in those with known diabetes. The work is based on a cooperation of different population studies across Europe and includes more than 90 000 individuals, with more than 6000 having diabetes. We could demonstrate that the determination of three cardiac biomarkers helps to identify individuals at highest risk for cardiovascular events (e.g. myocardial infarction or stroke) and death, despite accounting for known cardiovascular risk factors in these individuals. Therefore, these biomarkers should be considered for routine risk assessment for cardiovascular diseases and could improve the early identification of high-risk individuals, consequently leading to an earlier initiation of preventive therapies. Aims The role of biomarkers in predicting cardiovascular outcomes in high-risk individuals is not well established. We aimed to investigate benefits of adding biomarkers to cardiovascular risk assessment in individuals with and without diabetes. Methods and results We used individual-level data of 95 292 individuals of the European population harmonized in the Biomarker for Cardiovascular Risk Assessment across Europe consortium and investigated the prognostic ability of high-sensitivity cardiac troponin I (hs-cTnI), N-terminal prohormone of brain natriuretic peptide (NT-proBNP), and high-sensitivity C-reactive protein (hs-CRP). Cox-regression models were used to determine adjusted hazard ratios of diabetes and log-transformed biomarkers for fatal and non-fatal cardiovascular events. Models were compared using the likelihood ratio test. Stratification by specific biomarker cut-offs was performed for crude time-to-event analysis using Kaplan-Meier plots. Overall, 6090 (6.4%) individuals had diabetes at baseline, median follow-up was 9.9 years. Adjusting for classical risk factors and biomarkers, diabetes [HR 2.11 (95% CI 1.92, 2.32)], and all biomarkers (HR per interquartile range hs-cTnI 1.08 [95% CI 1.04, 1.12]; NT-proBNP 1.44 [95% CI 1.37, 1.53]; hs-CRP 1.27 [95% CI 1.21, 1.33]) were independently associated with cardiovascular events. Specific cut-offs for each biomarker identified a high-risk group of individuals with diabetes losing a median of 15.5 years of life compared to diabetics without elevated biomarkers. Addition of biomarkers to the Cox-model significantly improved the prediction of outcomes (likelihood ratio test for nested models P < 0.001), accompanied by an increase in the c-index (increase to 0.81). Conclusion Biomarkers improve cardiovascular risk prediction in individuals with and without diabetes and facilitate the identification of individuals with diabetes at highest risk for cardiovascular events.
引用
收藏
页码:1218 / 1226
页数:9
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