Novel bleeding risk score for patients with atrial fibrillation on oral anticoagulants, including direct oral anticoagulants

被引:8
|
作者
Adam, Luise [1 ,2 ]
Feller, Martin [1 ,3 ]
Syrogiannouli, Lamprini [3 ]
Del-Giovane, Cinzia [3 ]
Donze, Jacques [1 ,4 ,5 ,6 ]
Baumgartner, Christine [1 ]
Segna, Daniel [1 ,7 ,8 ]
Floriani, Carmen [3 ]
Roten, Laurent [9 ,10 ]
Fischer, Urs [10 ,11 ]
Aeschbacher, Stefanie [12 ,13 ]
Moschovitis, Giorgio [14 ]
Schlapfer, Jurg [15 ]
Shah, Dipen [16 ]
Amman, Peter [17 ]
Kobza, Richard [18 ]
Schwenkglenks, Matthias [19 ]
Kuehne, Michael [12 ,13 ]
Bonati, Leo H. [20 ,21 ]
Beer, Jurg [22 ,23 ]
Osswald, Stefan [12 ,13 ]
Conen, David [13 ,24 ]
Aujesky, Drahomir [1 ]
Rodondi, Nicolas [1 ,3 ]
机构
[1] Univ Bern, Univ Hosp Bern, Inselspital, Dept Gen Internal Med, Freiburgstr, CH-3010 Bern, Switzerland
[2] Univ Bern, Univ Hosp Bern, Inselspital, Div Angiol,Swiss Cardiovasc Ctr, Bern, Switzerland
[3] Univ Bern, Inst Primary Hlth Care BIHAM, Bern, Switzerland
[4] Neuchatel Hosp Network, Dept Med, Neuchatel, Switzerland
[5] Lausanne Univ Hosp, Div Gen Internal Med, Dept Med, Lausanne, Switzerland
[6] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA 02115 USA
[7] Univ Hosp Zurich, Dept Gastroenterol & Hepatol, Zurich, Switzerland
[8] GZO Wetzikon, Dept Gastroenterol, Wetzikon, Switzerland
[9] Bern Univ Hosp, Inselspital, Dept Cardiol, Bern, Switzerland
[10] Univ Bern, Bern, Switzerland
[11] Bern Univ Hosp, Inselspital, Dept Neurol, Bern, Switzerland
[12] Univ Hosp Basel, Dept Med, Cardiol Div, Basel, Switzerland
[13] Cardiovasc Res Inst Basel, Basel, Switzerland
[14] Ente Osped Cantonale EOC, Osped Reg Lugano, Div Cardiol, Lugano, Switzerland
[15] CHU Vaudois, Dept Cardiol, Lausanne, Switzerland
[16] Univ Hosp Geneva, Dept Med Special, Cardiol Serv, Geneva, Switzerland
[17] Kantonsspital St Gallen, Dept Cardiol, St Gallen, Switzerland
[18] Luzerner Kantonsspital, Dept Cardiol, Luzern, Switzerland
[19] Univ Zurich, Epidemiol Biostat & Prevent Inst, Zurich, Switzerland
[20] Univ Hosp Basel, Dept Clin Res, Neurol Div, Basel, Switzerland
[21] Univ Hosp Basel, Dept Clin Res, Stroke Ctr, Basel, Switzerland
[22] Univ Hosp Zurich, Cantonal Hosp Baden, Dept Med, Zurich, Switzerland
[23] Univ Hosp Zurich, Mol Cardiol, Zurich, Switzerland
[24] McMaster Univ, Populat Hlth Res Inst, Hamilton, ON, Canada
基金
瑞士国家科学基金会;
关键词
atrial fibrillation; bleeding risk; direct oral anticoagulants; oral anticoagulants; SWISS‐ AF; INTERNAL VALIDATION; ESC GUIDELINES; PREDICTION; COLLABORATION; HEMORRHAGE; MANAGEMENT; DERIVATION; WARFARIN; THERAPY; MODELS;
D O I
10.1111/jth.15251
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective Balancing bleeding risk and stroke risk in patients with atrial fibrillation (AF) is a common challenge. Though several bleeding risk scores exist, most have not included patients on direct oral anticoagulants (DOACs). We aimed at developing a novel bleeding risk score for patients with AF on oral anticoagulants (OAC) including both vitamin K antagonists (VKA) and DOACs. Methods We included patients with AF on OACs from a prospective multicenter cohort study in Switzerland (SWISS-AF). The outcome was time to first bleeding. Bleeding events were defined as major or clinically relevant non-major bleeding. We used backward elimination to identify bleeding risk variables. We derived the score using a point score system based on the beta-coefficients from the multivariable model. We used the Brier score for model calibration (<0.25 indicating good calibration), and Harrel's c-statistics for model discrimination. Results We included 2147 patients with AF on OAC (72.5% male, mean age 73.4 +/- 8.2 years), of whom 1209 (56.3%) took DOACs. After a follow-up of 4.4 years, a total of 255 (11.9%) bleeding events occurred. After backward elimination, age > 75 years, history of cancer, prior major hemorrhage, and arterial hypertension remained in the final prediction model. The Brier score was 0.23 (95% confidence interval [CI] 0.19-0.27), the c-statistic at 12 months was 0.71 (95% CI 0.63-0.80). Conclusion In this prospective cohort study of AF patients and predominantly DOAC users, we successfully derived a bleeding risk prediction model with good calibration and discrimination.
引用
收藏
页码:931 / 940
页数:10
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