| Literature DB >> 27902530 |
Marlies Ostermann1, Salma Ayis, Emma Tuddenham, Jessica Lo, Katie Lei, John Smith, Barnaby Sanderson, Carl Moran, Paul Collinson, Janet Peacock, Andrew Rhodes, David Treacher.
Abstract
INTRODUCTION: Troponin release is common during critical illness. We hypothesized that there was an association between cardiac troponin T (cTnT) and biomarkers of systemic inflammation and ventricular dilatation.Entities:
Mesh:
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Year: 2017 PMID: 27902530 PMCID: PMC5419814 DOI: 10.1097/SHK.0000000000000811
Source DB: PubMed Journal: Shock ISSN: 1073-2322 Impact factor: 3.454
Baseline characteristics of patients in the four groups
| Characteristics | All groups | Definite MI | Possible MI | Raised cTnT only | No cTn rise | |
| Group size (n) | 172 | 21 | 51 | 73 | 27 | |
| Total number of cTnT results | 997 | 138 | 318 | 415 | 126 | |
| Median number of cTnT results per patient (min–max) | 6 (1–11) | 7 (1–11) | 6 (1–11) | 6 (1–11) | 3 (1–11) | |
| Age, mean (SD) | 63.0 (16.6) | 61.4 (14.4) | 68.6 (14.4) | 64.9 (15.2) | 48.4 (17.7) | <0.01 |
| Female sex, n (%) | 72 (42%) | 8 (38%) | 22 (43%) | 34 (47%) | 8 (30%) | 0.48 |
| White ethnicity, n (%) | 142 (83%) | 18 (86%) | 40 (80%) | 63 (90%) | 21 (84%) | 0.33 |
| APACHE II score on admission to ICU, mean (SD) | 18.2 (6.6) | 18.0 (6.22) | 18.9 (6.2) | 20.0 (6.5) | 12.5 (4.8) | <0.01 |
| Serum creatinine ≥140 μmol/L at any time during study period, n (%) | 76 (44.2%) | 10 (47.6%) | 26 (51%) | 39 (53.4%) | 1 (3.7%) | <0.001 |
| Treatment with RRT, n (%) | 54 (31.4%) | 7 (33.3%) | 16 (31.4%) | 30 (41.1%) | 1 (3.7%) | 0.005 |
| RRT or serum creatinine ≥140 μmol/L, n (%) | 87 (50.6%) | 10 (47.6%) | 31 (60.8%) | 45 (61.6%) | 1 (3.7%) | <0.001 |
| Comorbidities | ||||||
| Ischemic heart disease, n (%) | 33 (20%) | 6 (29%) | 12 (24%) | 13 (18%) | 2 (7%) | 0.23 |
| Hypertension, n (%) | 67 (39%) | 8 (38%) | 30 (59%) | 24 (33%) | 5 (19%) | <0.01 |
| Diabetes, n (%) | 51 (30%) | 8 (38%) | 20 (39%) | 20 (27%) | 3 (11%) | 0.06 |
| Any form of vascular disease, n (%) | 34 (20%) | 4 (19%) | 15 (29%) | 14 (19%) | 1 (3.7%) | 0.06 |
| Mortality | ||||||
| In hospital, n (%) | 42 (24%) | 6 (29%) | 16 (31%) | 19 (26%) | 1 (3.7%) | 0.03 |
| In ICU, n (%) | 32 (19%) | 5 (24%) | 11 (22%) | 15 (21%) | 1 (3.7%) | 0.44 |
*P values are for the test of heterogeneity among the four proportions or means as appropriate.
APACHE indicates acute physiology and chronic health; cTnT, cardiac troponin T; ICU, intensive care unit; RRT, renal replacement therapy; SD, standard deviation.
Biomarkers of inflammation and ventricular dilatation in the four groups
| Parameter | Definite MI (n = 21) | Possible MI (n = 51) | Raised cTnT only (n = 73) | No cTnT rise (n = 27) |
| cTnT (ng/L) | ||||
| Mean (SD) | 250.1 (477) | 238.5 (486) | 88.7 (143) | 3.9 (4.1) |
| Median | 80.5 | 61 | 46 | 1.7 |
| IQR | 171 | 150 | 82 | 4 |
| Range (min–max) | 9–3093 | 5–3335 | <0.3–1337 | <0.3–14 |
| IL-6 (pg/mL) | ||||
| Mean (SD) | 131.5 (323) | 386.7 (1,566) | 1919 (20,863) | 142.0 (434) |
| Median | 48.1 | 55.8 | 55.1 | 51.8 |
| IQR | 72 | 131.3 | 146.7 | 75.1 |
| Range (min–max) | <2–2,522 | <2–18,120 | <2 to >300,000 | 5.49–4,037 |
| CRP (mg/L) | ||||
| Mean (SD) | 113.1 (78) | 126.8 (86.5) | 132.6 (97) | 134.7 (84.3) |
| Median | 101.2 | 108.9 | 107.4 | 126.1 |
| IQR | 125.1 | 113.8 | 144.2 | 125.3 |
| Range (min–max) | <4–448.3 | <4–428.2 | <4–499.1 | <4–326.6 |
| PCT (ng/mL) | ||||
| Mean (SD) | 4.1 (10.3) | 6.3 (13.1) | 8.2 (18.1) | 2.3 (5.9) |
| Median | 0.7 | 1.5 | 2 | 0.4 |
| IQR | 2.4 | 5.1 | 6.7 | 0.9 |
| Range (min–max) | 0.1–75 | 0–75 | 0–199.5 | 0–41.3 |
| NT-pro-BNP (ng/mL) | ||||
| Mean (SD) | 15.8 (21.3) | 15.1 (19.5) | 7.27 (11.5) | 1.97 (3.6) |
| Median | 6.6 | 7.4 | 3.0 | 0.3 |
| IQR | 22.5 | 19.6 | 7.4 | 1.3 |
| Range (min–max) | 0.02–155 | 0.08–108 | 0.02–75.5 | 0.02–16.5 |
| Sepsis | 15 (71%) | 38 (75%) | 57 (78%) | 13 (48%) |
| Any vasopressor use | 14 (67%) | 37 (73%) | 49 (67%) | 10 (37%) |
| Noradrenaline use | 13 (62%) | 32 (63%) | 44 (60%) | 9 (33%) |
Values preceded by < indicate minimum level detected. Estimates presented in this table are based on all observations for all patients.
*On the day of peak cTnT level.
CRP indicates C-reactive protein; cTnT, cardiac troponin T; IL-6, interleukin 6; IQR, interquartile range; MI, myocardial infarction; NT-pro-PNP, N-terminal pro brain natriuretic peptide; PCT, procalcitonin; SD, standard deviation.
Fig. 1Patterns of variations described by medians over time from Day 1 to Day 14 for the outcome cardiac troponin T and biomarkers of inflammation and ventricular strain in four groups.
Unadjusted and adjusted estimates of associations of cTnT with sepsis and CRP, IL-l, PCT, and NT-proBNP in different troponin groups
| Parameter | Unadjusted estimates: effect of factor on cTnT as a percentage per unit cTnT, except sepsis | Adjusted estimates: effect of factor on cTnT as a percentage per unit cTnT, except sepsis | Standardized effect sizes for adjusted analysis equivalent to a SD change in the relevant marker | ||||||||
| Effect size (%) | LCI | UCI | Effect size (%) | LCI | UCI | Effect size (%) | LCI | UCI | |||
| Patients with definite MI (n = 21) | |||||||||||
| Sepsis | 33 | 6.0 | 68 | 0.01 | 28.85 | 1.99 | 62.79 | ||||
| CRP | 0.13 | −0.07 | 0.33 | 0.20 | 0.12 | −0.08 | 0.32 | 0.25 | 9.70 | −6.16 | 28.23 |
| IL-6 (log)† | N/A | 0.006 | N/A | 3.68 | 46.80 | ||||||
| PCT | 1.62 | −0.06 | 3.33 | 0.06 | 1.30 | −0.42 | 3.04 | 0.14 | 14.20 | −4.21 | 36.15 |
| NT-proBNP | 0.00 | −0.0003 | 0.0012 | 0.23 | 0.0004 | −0.0004 | 0.0012 | 0.31 | 0.01 | −0.01 | 0.02 |
| Patients with a possible MI (n = 51) | |||||||||||
| Sepsis | 10.01 | −5.48 | 28.03 | 0.22 | 5.98 | −8.81 | 23.18 | 0.45 | |||
| CRP | 0.13 | 0.03 | 0.23 | 0.01 | 0.11 | 0.01 | 0.21 | 0.85 | 20.16 | ||
| IL-6 (log)† | N/A | <0.001 | N/A | 8.14 | 27.56 | ||||||
| PCT | 1.32 | 0.36 | 2.29 | 0.007 | 1.20 | 0.25 | 2.15 | 3.31 | 32.17 | ||
| NT-proBNP | 0.00 | 0.0006 | 0.0016 | <0.001 | 0.0010 | 0.0005 | 0.0015 | 0.01 | 0.03 | ||
| Patients with raised cTnT only (n = 73) | |||||||||||
| Sepsis | 22.12 | 6.56 | 39.95 | 0.004 | 23.17 | 4.99 | 37.80 | ||||
| CRP | 0.09 | 0.00 | 0.17 | 0.045 | 0.08 | 0.00 | 0.16 | 0.07 | 7.87 | −0.47 | 16.92 |
| IL-6 (log)† | N/A | 0.001 | N/A | 6.58 | 25.56 | ||||||
| PCT | 0.68 | 0.30 | 1.07 | <0.001 | 0.70 | 0.28 | 1.03 | 5.23 | 20.45 | ||
| NT-proBNP | 0.00 | 0.0010 | 0.0028 | <0.001 | 0.0018 | 0.0006 | 0.0024 | 0.01 | 0.03 | ||
| Patients without raised cTnT (n = 27) | |||||||||||
| Sepsis | −1.58 | −15.80 | 15.03 | 0.84 | −8.72 | −21.03 | 5.51 | 0.22 | |||
| CRP | 0.06 | −0.03 | 0.15 | 0.16 | 0.00 | −0.08 | 0.09 | 0.92 | 0.36 | −6.35 | 7.55 |
| IL-6 (log)† | N/A | 0.31 | N/A | 0.31 | −3.32 | −9.45 | 3.24 | ||||
| PCT | 2.86 | 1.35 | 4.38 | <0.001 | 2.21 | 0.89 | 3.54 | 5.35 | 22.79 | ||
| NT-proBNP | 0.01 | 0.0036 | 0.0089 | <0.001 | 0.0049 | 0.0025 | 0.0073 | 0.01 | 0.03 | ||
Adjusted mixed model gives average cTnT (outcome) after allowing for gender, age, ischemic heart disease, hypertension, RRT use, or creatinine ≥140 μmol/L, diabetes, and any form of vascular disease.
Use of standard effect sizes to estimate equivalent changes in cTnT:
Examples:
Relationship between cTnT and NT-proBNP: the standardised effect size for NT-proBNP in patients with a definite MI is 0.01. To obtain the equivalent change in cTnT for a change in NT-proBNP, calculate the following:
(value + 1) where value is the estimate as a proportion, and a is the change in NT-proBNP.
For instance, the value of NT-proBNP is 0.01% (= 0.0001); to compute a 10-unit change, the formula translates into: (0.0001 + 1)10 = 1.001. This means, for a 10-unit change in NT-proBNP, the associated change of cTnT is 0.001 (i.e., 0.1%).
Impact of sepsis: the adjusted effect size describes the difference in cTnT between those with and without sepsis, e.g., if the value is 28.85%, the mean cTnT is raised by 28.85% in patients with sepsis compared with those without sepsis.
*Results are presented as the percentage change in cTnT as the inflammatory marker increases by one unit.
†Since Il-6 was log transformed as well as cTnT, the “one-unit change” estimates are not very meaningful and have been omitted.
CI indicates confidence interval; CRP, C-reactive protein; cTnT, cardiac troponin T; IL-6, interleukin 6; LCI, lower confidence interval; MI, myocardial infarction; NT-proBNP, N-terminal pro-brain natriuretic peptide; PCT, procalcitonin; RRT, renal replacement therapy; UCI, upper confidence interval.
Fig. 2Adjusted percentage effect size and 95% confidence intervals for different biomarkers in four groups.