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Hinton J, Mariathas MN, Gabara L, Allan R, Nicholas Z, Kwok CS, Ramamoorthy S, Calver A, Corbett S, Jabbour RJ, Mahmoudi M, Rawlins J, Sirohi R, Wilkinson JR, Cook P, Martin GP, Mamas MA, Curzen N. Association between troponin level and medium-term mortality in 20 000 hospital patients. Heart 2023; 109:1772-1777. [PMID: 37550072 DOI: 10.1136/heartjnl-2023-322463] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 06/20/2023] [Indexed: 08/09/2023] Open
Abstract
INTRODUCTION Cardiac troponin (cTn) concentrations above the manufacturer recommended upper limit of normal (ULN) are frequently seen in hospital patients without a clinical presentation consistent with type 1 myocardial infarction, and the significance of this is uncertain. The aim of this study was to assess the relationship between medium-term mortality and cTn concentration in a large consecutive hospital population, regardless of whether there was a clinical indication for performing the test. METHOD This prospective observational study included 20 000 consecutive in-hospital and outpatient patients who had a blood test for any reason at a large teaching hospital, and in whom a hs-cTnI assay was measured, regardless of the original clinical indication. Mortality was obtained via NHS Digital. RESULTS A total of 20 000 patients were included in the analysis and 18 282 of these (91.4%) did not have a clinical indication for cardiac troponin I (cTnI) testing. Overall, 2825 (14.1%) patients died at a median of 809 days. The mortality was significantly higher if the cTnI concentration was above the ULN (45.3% vs 12.3% p<0.001 log rank). Multivariable Cox analysis demonstrated that the log10 cTnI concentration was independently associated with mortality (HR 1.76 (95% CI 1.65 to 1.88)). Landmark analysis, excluding deaths within 30 days, showed the relationship between cTnI concentration and mortality persisted. CONCLUSION In a large, unselected hospital population, in 91.4% of whom there was no clinical indication for testing, cTnI concentration was independently associated with medium-term cardiovascular and non-cardiovascular mortality in the statistical model tested.
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Affiliation(s)
- Jonathan Hinton
- University of Southampton, Southampton, UK
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Mark Nihal Mariathas
- University of Southampton, Southampton, UK
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Lavinia Gabara
- University of Southampton, Southampton, UK
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Rick Allan
- Biochemistry, University Hospital Southampton NHD Foundation Trust, Southampton, UK, Southampton, UK
| | - Zoe Nicholas
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Chun Shing Kwok
- Cardiovascular Research Group, Keele University, Stoke-on-Trent, UK
| | - Sanjay Ramamoorthy
- Emergency Department, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Alison Calver
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Simon Corbett
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Richard J Jabbour
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Michael Mahmoudi
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - John Rawlins
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | - Rohit Sirohi
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
| | | | - Paul Cook
- Biochemistry, University Hospital Southampton NHD Foundation Trust, Southampton, UK, Southampton, UK
| | - Glen Philip Martin
- Farr Institute, University of Manchester Institute of Population Health, Manchester, UK
| | - Mamas A Mamas
- Cardiovascular Research Group, Keele University, Stoke-on-Trent, UK
- Keele University, Keele, UK
| | - Nick Curzen
- University of Southampton, Southampton, UK
- Cardiology, University Hospital Southampton NHS Trust, Southampton, UK
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Hinton J, Augustine M, Gabara L, Mariathas M, Allan R, Borca F, Nicholas Z, Gillett N, Kwok CS, Cook P, Grocott MPW, Mamas M, Curzen N. Is high sensitivity troponin, taken regardless of a clinical indication, associated with 1 year mortality in critical care patients? J Intensive Care Soc 2023; 24:392-398. [PMID: 37841295 PMCID: PMC10572482 DOI: 10.1177/17511437231160078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023] Open
Abstract
The aim of this study was to assess whether high sensitivity troponin (hs-cTnI) is associated with 1 year mortality in critical care (CC). One year mortality data were obtained from NHS Digital for a consecutive cohort of patients admitted to general CC unit (GCCU) and neuroscience CC unit (NCCU) who had hs-cTnI tests performed throughout their CC admission, regardless of whether the test was clinically indicated. Cox proportional hazards were used to estimate the risk of 1-year mortality. A landmark analysis was undertaken to assess whether any relationship at 1 year was driven by mortality within the first 30 days. A total of 1033 consecutive patients were included. At 1 year 254 (24.6%) patients had died. The admission log(10)hs-cTnI concentration in the entire cohort (HR 1.35 (95% CI 1.05-1.75) p = 0.009 with a bootstrap of 1000 samples) was independently associated with 1 year mortality. On landmark analysis the association with 1 year mortality was driven by 30 day mortality. These results indicate that admission hs-cTnI concentration is independently associated with 1 year mortality in CC and this relationship may be driven by differences in mortality at 30 days.
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Affiliation(s)
- Jonathan Hinton
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Maclyn Augustine
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Lavinia Gabara
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Mark Mariathas
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Rick Allan
- Department of Biochemistry, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Florina Borca
- NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Zoe Nicholas
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Neil Gillett
- Department of Biochemistry, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Chun Shing Kwok
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke on Trent, UK
| | - Paul Cook
- Department of Biochemistry, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Michael PW Grocott
- Faculty of Medicine, University of Southampton, Southampton, UK
- Anaesthesia and Critical Care Group, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Mamas Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke on Trent, UK
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
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Hinton J, Bashar H, Curzen N. Atheroma or ischemia: which is more important for managing patients with stable chest pain? Future Cardiol 2022; 18:417-429. [PMID: 35360934 DOI: 10.2217/fca-2021-0053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
In the evaluation and management of patients with stable chest pain/chronic coronary syndrome, cardiologists need to be able to weigh up the relative merits of managing these patients using either optimal therapy alone or optimal therapy plus revascularization. These decisions rely on an understanding of both the presence and the degree of coronary atheroma and myocardial ischemia, and the impact that these have on patients' symptoms and their prognosis. In this review the authors examine the relative impact of the anatomical and physiological assessment of patients with chronic coronary syndrome and how it can be used to achieve optimal and tailored therapy.
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Affiliation(s)
- Jonathan Hinton
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, SO16 6YD, UK.,Faculty of Medicine, University of Southampton, Southampton, SO17 1BJ, UK
| | - Hussein Bashar
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, SO16 6YD, UK
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, SO16 6YD, UK.,Faculty of Medicine, University of Southampton, Southampton, SO17 1BJ, UK
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Relation of High-Sensitivity Troponin to 1 Year Mortality in 20,000 Consecutive Hospital Patients Undergoing a Blood Test for Any Reason. Am J Cardiol 2021; 158:124-131. [PMID: 34470704 DOI: 10.1016/j.amjcard.2021.07.050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 07/08/2021] [Accepted: 07/12/2021] [Indexed: 12/20/2022]
Abstract
This was an observational study of the 1-year outcomes of the 20,000 patients included in the original CHARIOT study. The aim of the study was to assess the association between high sensitivity troponin I (hs-cTnI) concentration and 1 year mortality in this cohort. The original CHARIOT study included a consecutive cohort of in- and out-patients undergoing blood tests for any reason. Hs-cTnI concentrations were measured regardless of whether the clinician requested them. These results were nested and not revealed to the team unless requested for clinical reasons. One year mortality data was obtained from NHS Digital as originally planned. Overall, 1782 (8.9%) patients had died at 1 year. Multivariable Cox regression analysis showed that a hs-cTnI concentration above the upper limit of normal was independently associated with the hazard of mortality (HR 2.23; 95% confidence intervals 1.97 to 2.52). Furthermore, the log (10) hs-cTnI concentration was independently associated with the hazard of 1 year mortality (HR 1.77; 95% confidence intervals 1.64 to 1.91). In conclusion, in a large, unselected hospital population of both in- and out-patients, in 18,282 (91.4%) of whom there was no clinical indication for testing, hs-cTnI concentration was associated with 1 year mortality.
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Distribution of High-Sensitivity Troponin Taken Without Conventional Clinical Indications in Critical Care Patients and Its Association With Mortality. Crit Care Med 2021; 49:1451-1459. [PMID: 33852443 DOI: 10.1097/ccm.0000000000005024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To describe the distribution of high-sensitivity troponin in a consecutive cohort of patients in critical care units, regardless of clinical indication, and its association with clinical outcomes. DESIGN Prospective observational study. SETTING Single-center teaching hospital. PATIENTS Consecutive patients admitted to two adult critical care units (general critical care unit and neuroscience critical care unit) over a 6-month period. INTERVENTIONS All patients had high-sensitivity troponin tests performed at admission and tracked throughout their critical care stay, regardless of whether the supervising team felt there was a clinical indication. The results were not revealed to patients or clinicians unless clinically requested. MEASUREMENTS AND MAIN RESULTS There were 1,033 patients in the study cohort (general critical care unit 750 and neuroscience critical care unit 283). The median high-sensitivity troponin was 21 ng/L (interquartile range, 7-86 ng/L), with 560 patients (54.2%) above the upper limit of normal as defined by the manufacturer. Admission high-sensitivity troponin concentrations above the upper limit of normal in general critical care unit and neuroscience critical care unit were associated with increasing age, comorbidity, markers of illness severity, and the need for organ support. On adjusted analysis, the high-sensitivity troponin concentration remained an independent predictor of critical care mortality in general critical care unit and neuroscience critical care unit. CONCLUSIONS High-sensitivity troponin elevation, taken outside the context of conventional clinical indications, was common in the critically ill. Such elevations were associated with increasing age, comorbidity, illness severity, and the need for organ support. Admission high-sensitivity troponin concentration is an independent predictor of critical care mortality and as such may represent a novel prognostic biomarker at admission.
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Hinton J, Mariathas M, Gabara L, Nicholas Z, Allan R, Ramamoorthy S, Mamas MA, Mahmoudi M, Cook P, Curzen N. Distribution of contemporary sensitivity troponin in the emergency department and relationship to 30-day mortality: The CHARIOT-ED substudy. Clin Med (Lond) 2020; 20:528-534. [PMID: 33199315 PMCID: PMC7687347 DOI: 10.7861/clinmed.2020-0267] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Contemporary sensitivity troponin (cs-cTn) concentrations above the upper limit of normal (ULN) are seen in a wide range of clinical conditions and evidence is growing that suggests cs-cTn may be a biomarker of future morbidity and mortality. OBJECTIVES Our aim was to test the hypothesis that cs-cTn, measured in the emergency department, may be a biomarker for 30-day mortality, irrespective of the patient's presentation. METHOD In all 5,708 consecutive cases, contemporary sensitivity troponin I (cs-cTnI) was measured either as requested by the clinical team or as part of the study, in which case both the clinical team and the patient were unaware of the result. Basic demographics were available from the original study and 30-day mortality was derived from NHS Digital data. RESULTS In patients whose cs-cTnI test was requested solely as part of the study, 30-day mortality increased with increasing cs-cTnI concentrations (0% with undetectable concentrations to 14.7% with concentrations above the ULN). Multivariable Cox regression analysis showed that log(10)cs-cTnI concentration was independently associated with 30-day mortality. CONCLUSION Increasing cs-cTnI concentrations are associated with higher short-term mortality as well as length of stay. As such, cs-cTnI measurements may provide useful prognostic information.
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Affiliation(s)
- Jonathan Hinton
- University Hospital Southampton NHS Foundation Trust, Southampton, UK and University of Southampton, Southampton, UK
| | - Mark Mariathas
- University Hospital Southampton NHS Foundation Trust, Southampton, UK and University of Southampton, Southampton, UK
| | - Lavinia Gabara
- University Hospital Southampton NHS Foundation Trust, Southampton, UK and University of Southampton, Southampton, UK
| | - Zoe Nicholas
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Rick Allan
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - Mamas A Mamas
- Keele University, Stoke on Trent, UK and Jefferson University, Philadelphia, USA
| | - Michael Mahmoudi
- University Hospital Southampton NHS Foundation Trust, Southampton, UK and University of Southampton, Southampton, UK
| | - Paul Cook
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Nick Curzen
- University Hospital Southampton NHS Foundation Trust, Southampton, UK and University of Southampton, Southampton, UK
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Hinton J, Gabara L, Curzen N. Is the true clinical value of high-sensitivity troponins as a biomarker of risk? The concept that detection of high-sensitivity troponin 'never means nothing'. Expert Rev Cardiovasc Ther 2020; 18:843-857. [PMID: 32966128 DOI: 10.1080/14779072.2020.1828063] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
INTRODUCTION High-sensitivity troponin (hs-cTn) assays are central to the diagnosis of myocardial infarction (MI). Their increased sensitivity has facilitated rapid pathways for the exclusion of MI. However, hs-cTn is now more readily detectable in patients without symptoms typical of MI, in whom a degree of myocardial injury is assumed. Recently, the practice of using the 99th centile of hs-cTn as a working 'upper reference limit' has been challenged. There is increasing evidence that hs-cTn may provide useful prognostic information, regardless of any suspicion of MI, and as such these assays may have potential as a general biomarker for mortality. This raises the concept that detection of hs-cTn 'never means nothing.' AREAS COVERED In this review, we will evaluate the evidence for the use of hs-cTn assays outside their common clinical indication to rule out or diagnose acute MI. EXPERT OPINION The data presented suggest that hs-cTn testing may in the future have a generalized role as a biomarker of mortality risk and may be used less as a test for ruling in acute MI, but will remain a frontline test to exclude that diagnosis in ED. Further, the data suggest that the detection of hs-cTn 'never means nothing.'
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Affiliation(s)
- Jonathan Hinton
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust , Southampton, UK.,Faculty of Medicine, University of Southampton , Southampton, UK
| | - Lavinia Gabara
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust , Southampton, UK.,Faculty of Medicine, University of Southampton , Southampton, UK
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust , Southampton, UK.,Faculty of Medicine, University of Southampton , Southampton, UK
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Hinton J, Mariathas M, Grocott MPW, Curzen N. High sensitivity troponin measurement in critical care: Flattering to deceive or 'never means nothing'? J Intensive Care Soc 2020; 21:232-240. [PMID: 32782463 PMCID: PMC7401433 DOI: 10.1177/1751143719870095] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
INTRODUCTION Troponin elevation is central to the diagnosis of acute type 1 myocardial infarction. It is, however, elevated in a range of other conditions, including type 2 myocardial infarction, and this setting is increasingly associated with adverse clinical outcomes. Patients within intensive care frequently have at least one organ failure together with a range of co-morbidities. Interpretation of troponin assay results in this population is challenging. This clinical uncertainty is compounded by the introduction of ever more sensitive troponin assays. AREAS COVERED The aims of this review are to (a) describe the currently available literature about the use of troponin assays in intensive care, (b) analyse the challenges presented by the introduction of increasingly sensitive troponin assays and (c) assess whether the role of troponin assays in intensive care may change in the future, dependent upon recent and ongoing research suggesting that they are predictive of outcome regardless of the underlying cause: the 'never means nothing' hypothesis.
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Affiliation(s)
- Jonathan Hinton
- Coronary Research Group,
University
Hospital Southampton NHS Foundation Trust,
Southampton, UK
| | - Mark Mariathas
- Coronary Research Group,
University
Hospital Southampton NHS Foundation Trust,
Southampton, UK
| | - Michael PW Grocott
- Faculty of Medicine, University of
Southampton, Southampton, UK
- Anaesthesia and Critical Care Group,
Southampton NIHR Biomedical Research Centre,
University
Hospital Southampton NHS Foundation Trust /
University of Southampton, Southampton, UK
| | - Nick Curzen
- Coronary Research Group,
University
Hospital Southampton NHS Foundation Trust,
Southampton, UK
- Faculty of Medicine, University of
Southampton, Southampton, UK
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Mariathas M, Curzen N. Use of troponins in clinical practice: Evidence against the use of troponins in clinical practice. Heart 2019; 106:251-252. [PMID: 31672777 DOI: 10.1136/heartjnl-2019-315765] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 09/12/2019] [Indexed: 12/25/2022] Open
Affiliation(s)
- Mark Mariathas
- Wessex Cardiac Unit, University Hospital Southampton NHS F Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Nick Curzen
- Wessex Cardiac Unit, University Hospital Southampton NHS F Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
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Mariathas M, Allan R, Ramamoorthy S, Olechowski B, Hinton J, Azor M, Nicholas Z, Calver A, Corbett S, Mahmoudi M, Rawlins J, Simpson I, Wilkinson J, Kwok CS, Cook P, Mamas MA, Curzen N. True 99th centile of high sensitivity cardiac troponin for hospital patients: prospective, observational cohort study. BMJ 2019; 364:l729. [PMID: 30867154 PMCID: PMC6415647 DOI: 10.1136/bmj.l729] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To determine the distribution, and specifically the true 99th centile, of high sensitivity cardiac troponin I (hs-cTnI) for a whole hospital population by applying the hs-cTnI assay currently used routinely at a large teaching hospital. DESIGN Prospective, observational cohort study. SETTING University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom, between 29 June 2017 and 24 August 2017. PARTICIPANTS 20 000 consecutive inpatients and outpatients undergoing blood tests for any clinical reason. Hs-cTnI concentrations were measured in all study participants and nested for analysis except when the supervising doctor had requested hs-cTnI for clinical reasons. MAIN OUTCOME MEASURES Distribution of hs-cTnI concentrations of all study participants and specifically the 99th centile. RESULTS The 99th centile of hs-cTnI for the whole population was 296 ng/L compared with the manufacturer's quoted level of 40 ng/L (currently used clinically as the upper limit of normal; ULN). Hs-cTnI concentrations were greater than 40 ng/L in one in 20 (5.4%, n=1080) of the total population. After excluding participants diagnosed as having acute myocardial infarction (n=122) and those in whom hs-cTnI was requested for clinical reasons (n=1707), the 99th centile was 189 ng/L for the remainder (n=18 171). The 99th centile was 563 ng/L for inpatients (n=4759) and 65 ng/L for outpatients (n=9280). Patients from the emergency department (n=3706) had a 99th centile of 215 ng/L, with 6.07% (n=225) greater than the recommended ULN. 39.02% (n=48) of all patients from the critical care units (n=123) and 14.16% (n=67) of all medical inpatients had an hs-cTnI concentration greater than the recommended ULN. CONCLUSIONS Of 20 000 consecutive patients undergoing a blood test for any clinical reason at our hospital, one in 20 had an hs-cTnI greater than the recommended ULN. These data highlight the need for clinical staff to interpret hs-cTnI concentrations carefully, particularly when applying the recommended ULN to diagnose acute myocardial infarction, in order to avoid misdiagnosis in the absence of an appropriate clinical presentation. TRIAL REGISTRATION Clinicaltrials.gov NCT03047785.
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Affiliation(s)
- Mark Mariathas
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Rick Allan
- Biochemistry Department, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Sanjay Ramamoorthy
- Emergency Medicine Department, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Bartosz Olechowski
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Jonathan Hinton
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Martin Azor
- Coding Department, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Zoe Nicholas
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Alison Calver
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Simon Corbett
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Michael Mahmoudi
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - John Rawlins
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Iain Simpson
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - James Wilkinson
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Chun Shing Kwok
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute of Primary Care and Health Sciences, Keele University, Stoke on Trent, UK
| | - Paul Cook
- Biochemistry Department, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute of Primary Care and Health Sciences, Keele University, Stoke on Trent, UK
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Wessex Cardiothoracic Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
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