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      Prediction of Death After Noncardiac Surgery: Potential Advantage of Using High‐Sensitivity Troponin T as a Continuous Variable

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          Abstract

          Background

          Increased high‐sensitivity cardiac troponin T (hs‐cTnT) above the upper reference limit (URL) after noncardiac surgery identifies patients at risk for mortality. Prior studies have not analyzed hs‐cTnT as a continuous variable or probed age‐ and sex‐specific URLs. This study compared the prediction of 30‐day mortality using continuous postoperative hs‐cTnT levels to the use of the overall URL and age‐ and sex‐specific URLs.

          Methods and Results

          Patients (876) >40 years of age who underwent noncardiac surgery were included. Hs‐cTnT was measured on postoperative day 1. Cox proportional hazards models were used to compare associations between 30‐day mortality and using hs‐cTnT as a continuous variable, or above the overall or age‐ and sex‐specific URLs. Comparisons were performed by the area under the receiver operating characteristic curve analysis. Mortality was 4.2%. For each 1 ng/L increase in postoperative hs‐cTnT, there was a 0.3% increase in mortality ( P<0.001). Patients with postoperative hs‐cTnT >14 ng/L were 37% of the cohort, while those above age‐ and sex‐specific URLs were 25.3%. Both manifested higher mortality (hazard ratio [HR], 3.19; 95% CI, 1.20–8.49; P=0.020) and (HR, 2.76; P=0.009) than those with normal levels. The area under receiver operating characteristic curve was 0.89 using hs‐cTnT as a continuous variable, 0.87 for age‐ and sex‐specific URLs, and 0.86 for the overall URL.

          Conclusions

          Hs‐cTnT as a continuous variable was independently associated with 30‐day mortality and had the highest accuracy. Hs‐cTnT elevations using overall and/or age‐ and sex‐specific URLs were also associated with higher mortality.

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          Most cited references34

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          Equations to estimate glomerular filtration rate (GFR) are routinely used to assess kidney function. Current equations have limited precision and systematically underestimate measured GFR at higher values. To develop a new estimating equation for GFR: the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation. Cross-sectional analysis with separate pooled data sets for equation development and validation and a representative sample of the U.S. population for prevalence estimates. Research studies and clinical populations ("studies") with measured GFR and NHANES (National Health and Nutrition Examination Survey), 1999 to 2006. 8254 participants in 10 studies (equation development data set) and 3896 participants in 16 studies (validation data set). Prevalence estimates were based on 16,032 participants in NHANES. GFR, measured as the clearance of exogenous filtration markers (iothalamate in the development data set; iothalamate and other markers in the validation data set), and linear regression to estimate the logarithm of measured GFR from standardized creatinine levels, sex, race, and age. In the validation data set, the CKD-EPI equation performed better than the Modification of Diet in Renal Disease Study equation, especially at higher GFR (P < 0.001 for all subsequent comparisons), with less bias (median difference between measured and estimated GFR, 2.5 vs. 5.5 mL/min per 1.73 m(2)), improved precision (interquartile range [IQR] of the differences, 16.6 vs. 18.3 mL/min per 1.73 m(2)), and greater accuracy (percentage of estimated GFR within 30% of measured GFR, 84.1% vs. 80.6%). In NHANES, the median estimated GFR was 94.5 mL/min per 1.73 m(2) (IQR, 79.7 to 108.1) vs. 85.0 (IQR, 72.9 to 98.5) mL/min per 1.73 m(2), and the prevalence of chronic kidney disease was 11.5% (95% CI, 10.6% to 12.4%) versus 13.1% (CI, 12.1% to 14.0%). The sample contained a limited number of elderly people and racial and ethnic minorities with measured GFR. The CKD-EPI creatinine equation is more accurate than the Modification of Diet in Renal Disease Study equation and could replace it for routine clinical use. National Institute of Diabetes and Digestive and Kidney Diseases.
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                Author and article information

                Contributors
                jaffe.allan@mayo.edu
                Journal
                J Am Heart Assoc
                J Am Heart Assoc
                10.1002/(ISSN)2047-9980
                JAH3
                ahaoa
                Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
                John Wiley and Sons Inc. (Hoboken )
                2047-9980
                04 March 2021
                16 March 2021
                : 10
                : 6 ( doiID: 10.1002/jah3.v10.6 )
                : e018008
                Affiliations
                [ 1 ] Division of Cardiology Hospital de Base Faculdade de Medicina de São José do Rio Preto São Paulo Brazil
                [ 2 ] Division of Emergency and Chest Pain Center Hospital de Base Faculdade de Medicina de São José do Rio Preto São Paulo Brazil
                [ 3 ] Integrated Research Center Hospital de Base Faculdade de Medicina de São José do Rio Preto São Paulo Brazil
                [ 4 ] Division of Anesthesiology Hospital de Base Faculdade de Medicina de São José do Rio Preto São Paulo Brazil
                [ 5 ] Cardiovascular Department and Department of Laboratory Medicine and Pathology Mayo Clinic MN
                Author notes
                [*] [* ] Correspondence to: Allan S. Jaffe, MD, Cardiovascular Department and Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First St SW, Rochester, MN 55905. E‐mail: jaffe.allan@ 123456mayo.edu

                Author information
                https://orcid.org/0000-0002-9581-5215
                https://orcid.org/0000-0002-7436-0127
                https://orcid.org/0000-0002-0449-7056
                https://orcid.org/0000-0001-6986-8535
                https://orcid.org/0000-0003-1183-3959
                Article
                JAH36010
                10.1161/JAHA.120.018008
                8174224
                33660524
                31f682e5-66e8-4b25-90aa-a8ddacaf593e
                © 2021 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.

                History
                : 11 June 2020
                : 13 January 2021
                Page count
                Figures: 5, Tables: 6, Pages: 24, Words: 7895
                Categories
                Original Research
                Original Research
                Coronary Heart Disease
                Custom metadata
                2.0
                March 16, 2021
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.0.1 mode:remove_FC converted:09.04.2021

                Cardiovascular Medicine
                noncardiac surgery,prognosis,troponin,diagnostic testing
                Cardiovascular Medicine
                noncardiac surgery, prognosis, troponin, diagnostic testing

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