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A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes
OBJECTIVE: Heart failure (HF) is an impactful complication of type 2 diabetes mellitus (T2DM). We aimed to develop and validate a risk score for hospitalization for HF (HHF) incorporating biomarkers and clinical factor(s) in patients with T2DM. RESEARCH DESIGN AND METHODS: We derived a risk score fo...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546278/ https://www.ncbi.nlm.nih.gov/pubmed/34535469 http://dx.doi.org/10.2337/dc21-1170 |
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author | 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. |
author_facet | 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. |
author_sort | Berg, David D. |
collection | PubMed |
description | OBJECTIVE: Heart failure (HF) is an impactful complication of type 2 diabetes mellitus (T2DM). We aimed to develop and validate a risk score for hospitalization for HF (HHF) incorporating biomarkers and clinical factor(s) in patients with T2DM. RESEARCH DESIGN AND METHODS: We derived a risk score for HHF using clinical data, high-sensitivity troponin T (hsTnT), and N-terminal prohormone of B-type natriuretic peptide (NT-proBNP) from 6,106 placebo-treated patients with T2DM in SAVOR-TIMI 53 (Saxagliptin Assessment of Vascular Outcomes Recorded in Patients with Diabetes Mellitus–Thrombolysis in Myocardial Infarction 53). Candidate variables were assessed using Cox regression. The strongest indicators of HHF risk were included in the score using integer weights. The score was externally validated in 7,251 placebo-treated patients in DECLARE-TIMI 58 (Dapagliflozin Effect on CardiovascuLAR Events–Thrombolysis in Myocardial Infarction 58). The effect of dapagliflozin on HHF was assessed by risk category in DECLARE-TIMI 58. RESULTS: The strongest indicators of HHF risk were NT-proBNP, prior HF, and hsTnT (each P < 0.001). A risk score using these three variables identified a gradient of HHF risk (P-trend <0.001) in the derivation and validation cohorts, with C-indices of 0.87 (95% CI, 0.84–0.89) and 0.84 (0.81–0.86), respectively. Whereas there was no significant effect of dapagliflozin versus placebo on HHF in the low-risk group (hazard ratio [HR] 0.98 [95% CI 0.50–1.92]), dapagliflozin significantly reduced HHF in the intermediate-, high-, and very-high-risk groups (HR 0.64 [0.43–0.95], 0.63 [0.43–0.94], and 0.72 [0.54–0.96], respectively). Correspondingly, absolute risk reductions (95% CI) increased across these latter 3 groups: 1.0% (0.0–1.9), 3.0% (0.7–5.3), and 4.4% (−0.2 to 8.9) (P-trend <0.001). CONCLUSIONS: We developed and validated a risk score for HHF in T2DM that incorporated NT-proBNP, prior HF, and hsTnT. The risk score identifies patients at higher risk of HHF who derive greater absolute benefit from dapagliflozin. |
format | Online Article Text |
id | pubmed-8546278 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-85462782021-11-02 A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes 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 Cardiovascular and Metabolic Risk OBJECTIVE: Heart failure (HF) is an impactful complication of type 2 diabetes mellitus (T2DM). We aimed to develop and validate a risk score for hospitalization for HF (HHF) incorporating biomarkers and clinical factor(s) in patients with T2DM. RESEARCH DESIGN AND METHODS: We derived a risk score for HHF using clinical data, high-sensitivity troponin T (hsTnT), and N-terminal prohormone of B-type natriuretic peptide (NT-proBNP) from 6,106 placebo-treated patients with T2DM in SAVOR-TIMI 53 (Saxagliptin Assessment of Vascular Outcomes Recorded in Patients with Diabetes Mellitus–Thrombolysis in Myocardial Infarction 53). Candidate variables were assessed using Cox regression. The strongest indicators of HHF risk were included in the score using integer weights. The score was externally validated in 7,251 placebo-treated patients in DECLARE-TIMI 58 (Dapagliflozin Effect on CardiovascuLAR Events–Thrombolysis in Myocardial Infarction 58). The effect of dapagliflozin on HHF was assessed by risk category in DECLARE-TIMI 58. RESULTS: The strongest indicators of HHF risk were NT-proBNP, prior HF, and hsTnT (each P < 0.001). A risk score using these three variables identified a gradient of HHF risk (P-trend <0.001) in the derivation and validation cohorts, with C-indices of 0.87 (95% CI, 0.84–0.89) and 0.84 (0.81–0.86), respectively. Whereas there was no significant effect of dapagliflozin versus placebo on HHF in the low-risk group (hazard ratio [HR] 0.98 [95% CI 0.50–1.92]), dapagliflozin significantly reduced HHF in the intermediate-, high-, and very-high-risk groups (HR 0.64 [0.43–0.95], 0.63 [0.43–0.94], and 0.72 [0.54–0.96], respectively). Correspondingly, absolute risk reductions (95% CI) increased across these latter 3 groups: 1.0% (0.0–1.9), 3.0% (0.7–5.3), and 4.4% (−0.2 to 8.9) (P-trend <0.001). CONCLUSIONS: We developed and validated a risk score for HHF in T2DM that incorporated NT-proBNP, prior HF, and hsTnT. The risk score identifies patients at higher risk of HHF who derive greater absolute benefit from dapagliflozin. American Diabetes Association 2021-11 2021-09-17 /pmc/articles/PMC8546278/ /pubmed/34535469 http://dx.doi.org/10.2337/dc21-1170 Text en © 2021 by the American Diabetes Association https://www.diabetesjournals.org/content/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/content/license. |
spellingShingle | Cardiovascular and Metabolic Risk 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. A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes |
title | A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes |
title_full | A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes |
title_fullStr | A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes |
title_full_unstemmed | A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes |
title_short | A Biomarker-Based Score for Risk of Hospitalization for Heart Failure in Patients With Diabetes |
title_sort | biomarker-based score for risk of hospitalization for heart failure in patients with diabetes |
topic | Cardiovascular and Metabolic Risk |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546278/ https://www.ncbi.nlm.nih.gov/pubmed/34535469 http://dx.doi.org/10.2337/dc21-1170 |
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