Skip to main content
Top
Published in: Cardiovascular Diabetology 1/2023

Open Access 01-12-2023 | Prediabetes | Research

Association between high sensitivity cardiac troponin and mortality risk in the non-diabetic population: findings from the National Health and Nutrition Examination Survey

Authors: Lin Liu, Yuen Ting Cheng, Aimin Xu, Bernard M. Y. Cheung

Published in: Cardiovascular Diabetology | Issue 1/2023

Login to get access

Abstract

Objective

We investigated the association of high-sensitivity cardiac troponin (Hs-cTn) with all-cause and cardiovascular mortality in non-diabetic individuals.

Methods

This study included 10,393 participants without known diabetes and cardiovascular disease from the US National Health and Nutrition Examination Survey (NHANES). Serum Hs-cTnI and Hs-cTnT concentrations were measured. Prediabetes was defined as fasting blood glucose between 100 and 125 mg/dL or HbA1c between 5.7 and 6.4%. Cox proportional hazard models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for mortality risk. Time-dependent receiver operating characteristics (tROC) curves were utilized to measure the predictive performance of the biomarkers. Net Reclassification Improvement (NRI) were calculated to estimate the improvement in risk classification for adding Hs-cTnT or Hs-cTnI to the standard models based on Framingham risk factors.

Results

The mean age of the participants was 48.1 ± 19.1 years, with 53.3% being female and 25.8% being prediabetic. After multivariable adjustment, compared to those with Hs-cTnI concentration less than the limit of detection, the HRs (95% CIs) of the participants with Hs-cTnI concentration higher than the 99th upper reference limit were 1.74 (1.35, 2.24) for all-cause mortality and 2.10 (1.36, 3.24) for cardiovascular mortality. The corresponding HRs (95% CIs) for Hs-cTnT were 2.07 (1.53, 2.81) and 2.92 (1.47, 5.80) for all-cause and cardiovascular mortality. There was a significant interaction between prediabetes and Hs-cTnI on the mortality risk; a positive relationship was only observed in prediabetic individuals. No interaction was observed between prediabetes and Hs-cTnT on mortality risk. The Areas Under tROC indicated both Hs-cTnT and Hs-cTnI show better predictive performance in cardiovascular mortality than in all-cause mortality. NRI (95% CI) for adding Hs-cTnT to the standard model were 0.25 (0.21, 0.27) and 0.33 (0.26, 0.39) for all-cause and cardiovascular mortality. The corresponding NRI (95% CI) for Hs-cTnI were 0.04 (0, 0.06) and 0.07 (0.01, 0.13).

Conclusions

Elevated blood levels of Hs-cTnI and Hs-cTnT are associated with increased mortality. Measurement of Hs-cTnT in non-diabetic subjects, particularly those with prediabetes, may help identify individuals at an increased risk of cardiovascular disease and provide early and more intensive risk factor modification.
Appendix
Available only for authorised users
Literature
1.
go back to reference Brannick B, Dagogo-Jack S. Prediabetes and cardiovascular disease: pathophysiology and interventions for prevention and risk reduction. Endocrinol Metab Clin North Am. 2018;47:33–50.CrossRefPubMedPubMedCentral Brannick B, Dagogo-Jack S. Prediabetes and cardiovascular disease: pathophysiology and interventions for prevention and risk reduction. Endocrinol Metab Clin North Am. 2018;47:33–50.CrossRefPubMedPubMedCentral
2.
go back to reference National diabetes statistics report, 2020. Atlanta GA: Centers for disease control and prevention, U.S. dept of health and human services. 2020. National diabetes statistics report, 2020. Atlanta GA: Centers for disease control and prevention, U.S. dept of health and human services. 2020.
3.
go back to reference Jonas DE, Crotty K, Yun JDY, et al. Screening for prediabetes and type 2 diabetes: updated evidence report and systematic review for the US preventive services task force. JAMA. 2021;326:744–60.CrossRefPubMed Jonas DE, Crotty K, Yun JDY, et al. Screening for prediabetes and type 2 diabetes: updated evidence report and systematic review for the US preventive services task force. JAMA. 2021;326:744–60.CrossRefPubMed
4.
go back to reference Gulati M, Levy PD, Mukherjee D, et al. 2021 AHA/ACC/ASE/CHEST/SAEM/SCCT/SCMR guideline for the evaluation and diagnosis of chest pain: executive summary: a report of the American college of cardiology/American heart association joint committee on clinical practice guidelines. Circulation. 2021;144:e368–454.PubMed Gulati M, Levy PD, Mukherjee D, et al. 2021 AHA/ACC/ASE/CHEST/SAEM/SCCT/SCMR guideline for the evaluation and diagnosis of chest pain: executive summary: a report of the American college of cardiology/American heart association joint committee on clinical practice guidelines. Circulation. 2021;144:e368–454.PubMed
6.
go back to reference Witkowski M, Wu Y, Hazen SL, et al. Prognostic value of subclinical myocardial necrosis using high-sensitivity cardiac troponin T in patients with prediabetes. Cardiovasc Diabetol. 2021;20:171.CrossRefPubMedPubMedCentral Witkowski M, Wu Y, Hazen SL, et al. Prognostic value of subclinical myocardial necrosis using high-sensitivity cardiac troponin T in patients with prediabetes. Cardiovasc Diabetol. 2021;20:171.CrossRefPubMedPubMedCentral
7.
go back to reference Johnson CL, Paulose-Ram R, Ogden CL, et al. National health and nutrition examination survey: analytic guidelines, 1999–2010. Vital Health Stat. 2013;2:1–24. Johnson CL, Paulose-Ram R, Ogden CL, et al. National health and nutrition examination survey: analytic guidelines, 1999–2010. Vital Health Stat. 2013;2:1–24.
8.
go back to reference American Diabetes A. Standards of medical care in diabetes–2010. Diabetes Care. 2010;33(Suppl 1):11–61.CrossRef American Diabetes A. Standards of medical care in diabetes–2010. Diabetes Care. 2010;33(Suppl 1):11–61.CrossRef
11.
go back to reference Unger T, Borghi C, Charchar F, et al. 2020 international society of hypertension global hypertension practice guidelines. Hypertension. 2020;75:1334–57.CrossRefPubMed Unger T, Borghi C, Charchar F, et al. 2020 international society of hypertension global hypertension practice guidelines. Hypertension. 2020;75:1334–57.CrossRefPubMed
12.
go back to reference Levey AS, Bosch JP, Lewis JB, et al. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of diet in renal disease study group. Ann Intern Med. 1999;130:461–70.CrossRefPubMed Levey AS, Bosch JP, Lewis JB, et al. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of diet in renal disease study group. Ann Intern Med. 1999;130:461–70.CrossRefPubMed
13.
go back to reference CDC. NHANES laboratory/medical technologists procedures manual. Atlanta: CDC; 2001. CDC. NHANES laboratory/medical technologists procedures manual. Atlanta: CDC; 2001.
14.
go back to reference Filion KB, Agarwal SK, Ballantyne CM, et al. High-sensitivity cardiac troponin T and the risk of incident atrial fibrillation: the atherosclerosis risk in communities (ARIC) study. Am Heart J. 2015;169:31-38.e33.CrossRefPubMed Filion KB, Agarwal SK, Ballantyne CM, et al. High-sensitivity cardiac troponin T and the risk of incident atrial fibrillation: the atherosclerosis risk in communities (ARIC) study. Am Heart J. 2015;169:31-38.e33.CrossRefPubMed
15.
go back to reference Seliger SL, Hong SN, Christenson RH, et al. High-sensitive cardiac troponin T as an early biochemical signature for clinical and subclinical heart failure: MESA (multi-ethnic study of atherosclerosis). Circulation. 2017;135:1494–505.CrossRefPubMedPubMedCentral Seliger SL, Hong SN, Christenson RH, et al. High-sensitive cardiac troponin T as an early biochemical signature for clinical and subclinical heart failure: MESA (multi-ethnic study of atherosclerosis). Circulation. 2017;135:1494–505.CrossRefPubMedPubMedCentral
16.
go back to reference Rorth R, Jhund PS, Kristensen SL, et al. The prognostic value of troponin T and N-terminal pro B-type natriuretic peptide, alone and in combination, in heart failure patients with and without diabetes. Eur J Heart Fail. 2019;21:40–9.CrossRefPubMed Rorth R, Jhund PS, Kristensen SL, et al. The prognostic value of troponin T and N-terminal pro B-type natriuretic peptide, alone and in combination, in heart failure patients with and without diabetes. Eur J Heart Fail. 2019;21:40–9.CrossRefPubMed
17.
go back to reference Takahashi Y, Satoh M, Ohmomo H, et al. Association between high-sensitivity cardiac troponin T and future cardiovascular incidence in a general Japanese population: results from the Tohoku medical megabank project. Biomarkers. 2019;24:566–73.CrossRefPubMed Takahashi Y, Satoh M, Ohmomo H, et al. Association between high-sensitivity cardiac troponin T and future cardiovascular incidence in a general Japanese population: results from the Tohoku medical megabank project. Biomarkers. 2019;24:566–73.CrossRefPubMed
18.
go back to reference Ishigami J, Kim Y, Sang Y, et al. High-sensitivity cardiac troponin, natriuretic peptide, and long-term risk of acute kidney injury: the atherosclerosis risk in communities (ARIC) study. Clin Chem. 2021;67:298–307.CrossRefPubMed Ishigami J, Kim Y, Sang Y, et al. High-sensitivity cardiac troponin, natriuretic peptide, and long-term risk of acute kidney injury: the atherosclerosis risk in communities (ARIC) study. Clin Chem. 2021;67:298–307.CrossRefPubMed
19.
go back to reference Saunders JT, Nambi V, de Lemos JA, et al. Cardiac troponin T measured by a highly sensitive assay predicts coronary heart disease, heart failure, and mortality in the atherosclerosis risk in communities study. Circulation. 2011;123:1367–76.CrossRefPubMedPubMedCentral Saunders JT, Nambi V, de Lemos JA, et al. Cardiac troponin T measured by a highly sensitive assay predicts coronary heart disease, heart failure, and mortality in the atherosclerosis risk in communities study. Circulation. 2011;123:1367–76.CrossRefPubMedPubMedCentral
20.
go back to reference Berry JD, Nambi V, Ambrosius WT, et al. Associations of high-sensitivity troponin and natriuretic peptide levels with outcomes after intensive blood pressure lowering: findings from the SPRINT randomized clinical trial. JAMA Cardiol. 2021;6:1397–405.CrossRefPubMed Berry JD, Nambi V, Ambrosius WT, et al. Associations of high-sensitivity troponin and natriuretic peptide levels with outcomes after intensive blood pressure lowering: findings from the SPRINT randomized clinical trial. JAMA Cardiol. 2021;6:1397–405.CrossRefPubMed
21.
go back to reference Ascher SB, Scherzer R, de Lemos JA, et al. Associations of high-sensitivity troponin and natriuretic peptide levels with serious adverse events in SPRINT. J Am Heart Assoc. 2022;11: e023314.CrossRefPubMedPubMedCentral Ascher SB, Scherzer R, de Lemos JA, et al. Associations of high-sensitivity troponin and natriuretic peptide levels with serious adverse events in SPRINT. J Am Heart Assoc. 2022;11: e023314.CrossRefPubMedPubMedCentral
22.
go back to reference Everett BM, Cook NR, Magnone MC, et al. Sensitive cardiac troponin T assay and the risk of incident cardiovascular disease in women with and without diabetes mellitus: the women’s health study. Circulation. 2011;123:2811–8.CrossRefPubMedPubMedCentral Everett BM, Cook NR, Magnone MC, et al. Sensitive cardiac troponin T assay and the risk of incident cardiovascular disease in women with and without diabetes mellitus: the women’s health study. Circulation. 2011;123:2811–8.CrossRefPubMedPubMedCentral
23.
go back to reference Brannick B, Wynn A, Dagogo-Jack S. Prediabetes as a toxic environment for the initiation of microvascular and macrovascular complications. Exp Biol Med (Maywood). 2016;241:1323–31.CrossRefPubMed Brannick B, Wynn A, Dagogo-Jack S. Prediabetes as a toxic environment for the initiation of microvascular and macrovascular complications. Exp Biol Med (Maywood). 2016;241:1323–31.CrossRefPubMed
24.
go back to reference Halban PA, Polonsky KS, Bowden DW, et al. Beta-cell failure in type 2 diabetes: postulated mechanisms and prospects for prevention and treatment. Diabetes Care. 2014;37:1751–8.CrossRefPubMedPubMedCentral Halban PA, Polonsky KS, Bowden DW, et al. Beta-cell failure in type 2 diabetes: postulated mechanisms and prospects for prevention and treatment. Diabetes Care. 2014;37:1751–8.CrossRefPubMedPubMedCentral
26.
go back to reference Dagogo-Jack S, Askari H, Tykodi G. Glucoregulatory physiology in subjects with low-normal, high-normal, or impaired fasting glucose. J Clin Endocrinol Metab. 2009;94:2031–6.CrossRefPubMedPubMedCentral Dagogo-Jack S, Askari H, Tykodi G. Glucoregulatory physiology in subjects with low-normal, high-normal, or impaired fasting glucose. J Clin Endocrinol Metab. 2009;94:2031–6.CrossRefPubMedPubMedCentral
27.
go back to reference Mair J, Lindahl B, Hammarsten O, et al. How is cardiac troponin released from injured myocardium? Eur Heart J Acute Cardiovasc Care. 2018;7:553–60.CrossRefPubMed Mair J, Lindahl B, Hammarsten O, et al. How is cardiac troponin released from injured myocardium? Eur Heart J Acute Cardiovasc Care. 2018;7:553–60.CrossRefPubMed
28.
go back to reference Whelton SP, McEvoy JW, Lazo M, et al. High-sensitivity cardiac troponin T (hs-cTnT) as a predictor of incident diabetes in the atherosclerosis risk in communities study. Diabetes Care. 2017;40:261–9.CrossRefPubMed Whelton SP, McEvoy JW, Lazo M, et al. High-sensitivity cardiac troponin T (hs-cTnT) as a predictor of incident diabetes in the atherosclerosis risk in communities study. Diabetes Care. 2017;40:261–9.CrossRefPubMed
29.
go back to reference Action to Control Cardiovascular Risk in Diabetes, Study G, Gerstein HC, Miller ME, et al. Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008;358:2545–59.CrossRef Action to Control Cardiovascular Risk in Diabetes, Study G, Gerstein HC, Miller ME, et al. Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008;358:2545–59.CrossRef
30.
go back to reference Ford I, Shah AS, Zhang R, et al. High-sensitivity cardiac troponin, statin therapy, and risk of coronary heart disease. J Am Coll Cardiol. 2016;68:2719–28.CrossRefPubMedPubMedCentral Ford I, Shah AS, Zhang R, et al. High-sensitivity cardiac troponin, statin therapy, and risk of coronary heart disease. J Am Coll Cardiol. 2016;68:2719–28.CrossRefPubMedPubMedCentral
31.
go back to reference International Expert C. International expert committee report on the role of the A1C assay in the diagnosis of diabetes. Diabetes Care. 2009;32:1327–34.CrossRef International Expert C. International expert committee report on the role of the A1C assay in the diagnosis of diabetes. Diabetes Care. 2009;32:1327–34.CrossRef
Metadata
Title
Association between high sensitivity cardiac troponin and mortality risk in the non-diabetic population: findings from the National Health and Nutrition Examination Survey
Authors
Lin Liu
Yuen Ting Cheng
Aimin Xu
Bernard M. Y. Cheung
Publication date
01-12-2023
Publisher
BioMed Central
Published in
Cardiovascular Diabetology / Issue 1/2023
Electronic ISSN: 1475-2840
DOI
https://doi.org/10.1186/s12933-023-02003-2

Other articles of this Issue 1/2023

Cardiovascular Diabetology 1/2023 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine