External validation and extension of the TIMI risk score for heart failure in diabetes for patients with recent acute coronary syndrome: An analysis of the EXAMINE trial

被引:5
作者
Razaghizad, Amir [1 ]
Sharma, Abhinav [1 ,2 ,3 ]
Ni, Jiayi [1 ]
Ferreira, Joao Pedro [4 ,5 ]
White, William B. [6 ]
Mehta, Cyrus R. [7 ]
Bakris, George L. [8 ]
Zannad, Faiez [4 ,5 ,9 ]
机构
[1] McGill Univ, Hlth Ctr, Res Inst, Ctr Outcomes Res & Evaluat, Montreal, PQ, Canada
[2] McGill Univ, Hlth Ctr, DREAM CV Lab, Montreal, PQ, Canada
[3] McGill Univ, Hlth Ctr, Div Cardiol, Montreal, PQ, Canada
[4] Univ Lorraine, Ctr Invest Clin Plurithemat Inserm 1433, CHRU Nancy, Inserm U1116,FCRIN INI,CRCT, Nancy, France
[5] Univ Porto, Cardiovasc R&D Ctr UnIC RISE, Dept Surg & Physiol, Fac Med, Porto, Portugal
[6] Univ Connecticut, Ctr Cardiol, Sch Med, Farmington, CT USA
[7] Cytel Inc, Cambridge, MA USA
[8] Univ Chicago, Pritzker Sch Med, Dept Med, Chicago, IL 60637 USA
[9] Univ Lorraine, CIC Insert CHRU, Nancy, France
基金
加拿大健康研究院;
关键词
clinical prediction models; heart failure; prognostication; type 2 diabetes mellitus; CARDIOVASCULAR RISK; CHECKING CALIBRATION; COX MODEL; PREDICTION; MULTICENTER; MELLITUS; OUTCOMES; PERFORMANCE; ALOGLIPTIN; MORTALITY;
D O I
10.1111/dom.14867
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims The Thrombolysis in Myocardial Infarction Risk Score for Heart Failure (HF) in Diabetes (TRS-HFDM) prognosticates HF hospitalization in people with type 2 diabetes (T2D). This study aimed to externally validate and extend its use for those with recent acute coronary syndrome (ACS). Materials and Methods The TRS-HFDM was externally validated in the Examination of Cardiovascular Outcomes with Alogliptin versus Standard of Care (EXAMINE) trial (n = 5380) and extended with natriuretic biomarkers. Missing data were multiply imputed. Initial TRS-HFDM variables were previous HF (2 points), atrial fibrillation (1 point), coronary artery disease (1 point), estimated glomerular filtration rate <60 ml/min/1.73 m(2) (1 point), and urine albumin-to-creatinine ratio 30-300 mg/g (1 point) and >300 mg/g (2 points). Results In total, HF hospitalization occurred in 193 (3.6%) patients. Based on the TRS-HFDM, 25% of patients were classified as intermediate risk (1 point), 30% were classified as high risk (2 points), 19% were classified as very-high risk (3 points) and 26% were classified as severe risk (>= 4 points). Before model extension, discrimination (C-index 0.76, 95%center dot CI 0.73-0.80) and calibration (calibration slope 0.82, 95%center dot CI 0.65-1.0; calibration-in-the-large -0.15, 95%center dot CI -0.37-0.64) were moderate-to-good in individuals with T2D and recent ACS. The extension of TRS-HFDM with the addition of N-terminal pro-B-type natriuretic peptide (NT-ProBNP) improved discrimination (C-index 0.82, 95%center dot CI 0.79-0.85) and calibration (calibration slope 0.84, 95%center dot CI 0.66-1.02; calibration-in-the-large -0.12, 95%center dot CI -0.33-0.081) for this higher-risk population. Conclusion The TRS-HFDM with the extension of NT-ProBNP improves risk stratification and generalizes the use of the risk score for patients with T2D and ACS. Future validation studies in ACS populations may be warranted.
引用
收藏
页码:229 / 237
页数:9
相关论文
共 38 条
[1]   Use of Actigraphy (Wearable Digital Sensors to Monitor Activity) in Heart Failure Randomized Clinical Trials: A Scoping Review [J].
Anchouche, Khalil ;
Elharram, Malik ;
Oulousian, Emily ;
Razaghizad, Amir ;
Avram, Robert ;
Marquis-Gravel, Guillaume ;
Randhawa, Varinder Kaur ;
Nkulikiyinka, Richard ;
Ni, Wei ;
Fiuzat, Mona ;
O'Connor, Christopher ;
Psotka, Mitchell A. ;
Fox, Jonathan ;
Tyl, Benoit ;
Kao, David ;
Sharma, Abhinav .
CANADIAN JOURNAL OF CARDIOLOGY, 2021, 37 (09) :1438-1449
[2]  
[Anonymous], 2023, Clinical Trials Registry
[3]   A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes [J].
Berg, David D. ;
Wiviott, Stephen D. ;
Scirica, Benjamin M. ;
Zelniker, Thomas A. ;
Goodrich, Erica L. ;
Jarolim, Petr ;
Mosenzon, Ofri ;
Cahn, Avivit ;
Bhatt, Deepak L. ;
Leiter, Lawrence A. ;
McGuire, Darren K. ;
Wilding, John P. H. ;
Johanson, Per ;
Langkilde, Anna Maria ;
Raz, Itamar ;
Braunwald, Eugene ;
Sabatine, Marc S. ;
Morrow, David A. .
DIABETES CARE, 2021, 44 (11) :2573-2581
[4]   Heart Failure Risk Stratification and Efficacy of Sodium-Glucose Cotransporter-2 Inhibitors in Patients With Type 2 Diabetes Mellitus [J].
Berg, David D. ;
Wiviott, Stephen D. ;
Scirica, Benjamin M. ;
Gurmu, Yared ;
Mosenzon, Ofri ;
Murphy, Sabina A. ;
Bhatt, Deepak L. ;
Leiter, Lawrence A. ;
McGuire, Darren K. ;
Wilding, John P. H. ;
Johanson, Per ;
Johansson, Peter A. ;
Langkilde, Anna Maria ;
Raz, Itamar ;
Braunwald, Eugene ;
Sabatine, Marc S. .
CIRCULATION, 2019, 140 (19) :1569-1577
[5]  
Boehringer Ingelheim, 2021, EMPACT MI STREAML MU
[6]   Use of the concordance index for predictors of censored survival data [J].
Brentnall, Adam R. ;
Cuzick, Jack .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2018, 27 (08) :2359-2373
[7]   Predictive Models in Heart Failure Who Cares? [J].
Califf, Robert M. ;
Pencina, Michael J. .
CIRCULATION-HEART FAILURE, 2013, 6 (05) :877-878
[8]   Acute myocardial infarction: a comparison of short-term survival in national outcome registries in Sweden and the UK [J].
Chung, Sheng-Chia ;
Gedeborg, Rolf ;
Nicholas, Owen ;
James, Stefan ;
Jeppsson, Anders ;
Wolfe, Charles ;
Heuschmann, Peter ;
Wallentin, Lars ;
Deanfield, John ;
Timmis, Adam ;
Jernberg, Tomas ;
Hemingway, Harry .
LANCET, 2014, 383 (9925) :1305-1312
[9]  
Collins GS, 2015, ANN INTERN MED, V162, P55, DOI [10.1016/j.eururo.2014.11.025, 10.1111/eci.12376, 10.7326/M14-0697, 10.1186/s12916-014-0241-z, 10.1016/j.jclinepi.2014.11.010, 10.7326/M14-0698, 10.1038/bjc.2014.639, 10.1002/bjs.9736, 10.1136/bmj.g7594]
[10]   The clinical and diagnostic performance characteristics of the high sensitivity Abbott cardiac troponin I assay [J].
Collinson, P. O. ;
Gaze, D. ;
Goodacre, S. .
CLINICAL BIOCHEMISTRY, 2015, 48 (4-5) :275-281