| Literature DB >> 27463973 |
Ragnhild Røysland1,2, Mohammed Osman Pervez1,2, Marit Holmefjord Pedersen1,2, Jon Brynildsen1,2, Arne Didrik Høiseth1,2, Tor-Arne Hagve2,3, Helge Røsjø1,2, Torbjørn Omland1,2.
Abstract
BACKGROUND: Circulating osteoprotegerin (OPG) levels are increased in patients with chronic heart failure (HF). The diagnostic and prognostic merit of OPG measurement in patients admitted with acute dyspnoea is unknown.Entities:
Mesh:
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Year: 2016 PMID: 27463973 PMCID: PMC4962983 DOI: 10.1371/journal.pone.0160182
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline characteristic according to HF diagnoses.
| No acute HF | Acute HF | ||
|---|---|---|---|
| N | 169 | 139 | |
| OPG baseline (pmol/L) | 5.4 [3.8, 7.2] | 7.8 [5.5, 10.4] | <0.001 |
| OPG at day 2 (pmol/L) | 5.6 [4.3, 7.7] | 7.4 [5.3, 10.6] | <0.001 |
| OPG at discharge (pmol/L) | 5.2 [3.82 6.9] | 8.7 [6.3, 11.3] | <0.001 |
| Age (years) | 66 (15) | 75 (11) | <0.001 |
| Female/male | 97/72 (57/43) | 53/86 (38/62) | 0.001 |
| Body mass index (kg/m2) | 26.50 (8.0) | 26.55 (5.9) | 0.954 |
| Current smoker | 55 (32.5) | 30 (21.6) | 0.044 |
| Creatinine Clearance (mL/min) | 79 [63, 103] | 59 [41, 82] | <0.001 |
| NYHA 4 | 69 (41) | 62 (45) | 0.581 |
| LVEF (%) | 60 [50, 60] | 40 [30, 55] | <0.001 |
| HF type | |||
| HF, systolic dysfunction (%) | - | 87 (63) | |
| HF, preserved ejection fraction (%) | - | 52 (37) | |
| Physician assessment of HF (%) | 20 [10, 30] | 60 [30, 80] | <0.001 |
| Heart failure (%) | 14 (8) | 83 (60) | <0.001 |
| Hypertension (%) | 49 (29) | 67 (48) | 0.001 |
| Coronary artery disease (%) | 32 (19) | 74 (53) | <0.001 |
| Atrial fibrillation (%) | 27 (16) | 66 (48) | <0.001 |
| Diabetes mellitus (%) | 24 (14) | 41 (30) | 0.002 |
| COPD (%) | 93 (55) | 59 (42) | 0.037 |
| Asthma (%) | 22 (13) | 6 (4) | 0.009 |
| Beta blocker (%) | 50 (30) | 85 (61) | <0.001 |
| ACEI or ARB (%) | 51 (30) | 83 (60) | <0.001 |
| Loop diuretics (%) | 46 (27) | 93 (67) | <0.001 |
| Statin (%) | 48 (28) | 76 (55) | <0.001 |
| Aldosterone antagonist (%) | 7 (4) | 21 (15) | 0.001 |
| CRP (mg/L) | 22 [5, 60] | 13 [5, 32] | 0.03 |
| hs-cTnT (ng/L) | 12.8 [4.2, 25.1] | 37.8 [22.1, 74.1] | <0.001 |
| NT-proBNP (ng/L) | 347.7 [119.1, 1027.6] | 3576.0 [1643.5, 8262.9] | <0.001 |
HF heart failure; OPG osteoprotegerin; IQR interquartile range; NYHA New York Heart Association; LVEF left ventricular ejection fraction; COPD chronic obstructive pulmonary disease; ACEI angiotensin converting enzyme inhibitor; ARB angiotensin receptor blocker; CRP c-reactive protein; hs-cTnT high sensitive cardiac troponin T; NT-proBNP N-terminal pro b-type natriuretic peptide; Data are presented as median [25–75 percentile], mean (standard deviation) or number (%).
Variables associated with OPG levels on study inclusion.
| Univariable analysis | Multivariable analysis | Multivariable analysis | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Coefficient (β) | SE (β) | Coefficient (β) | SE (β) | Coefficient (β) | SE (β) | ||||
| Age | 0.017 | 0.002 | <0.001 | - | - | - | 0.006 | 0.002 | 0.004 |
| Gender | 0.102 | 0.06 | 0.103 | 0.120 | 0.06 | 0.032 | 0.034 | 0.05 | 0.545 |
| BMI | -0.007 | 0.004 | 0.104 | -0.0003 | 0.004 | 0.937 | |||
| Ln Creatinine | -0.513 | 0.08 | <0.001 | -0.363 | 0.07 | <0.001 | 0.121 | 0.08 | 0.138 |
| Diabetes mellitus | 0.197 | 0.08 | 0.010 | 0.182 | 0.07 | 0.008 | 0.049 | 0.06 | 0.442 |
| Hypertension | 0.161 | 0.06 | 0.012 | 0.075 | 0.06 | 0.203 | |||
| Coronary artery disease | 0.163 | 0.07 | 0.013 | 0.074 | 0.06 | 0.219 | |||
| Heart failure | 0.282 | 0.07 | <0.001 | 0.157 | 0.06 | 0.012 | -0.073 | 0.06 | 0.259 |
| COPD | -0.110 | 0.06 | 0.077 | -0.177 | 0.06 | 0.002 | -0.151 | 0.05 | 0.005 |
| Atrial fibrillation | 0.304 | 0.07 | <0.001 | 0.159 | 0.06 | 0.013 | 0.003 | 0.06 | 0.961 |
| Ln CRP | 0.094 | 0.02 | <0.001 | 0.072 | 0.02 | <0.001 | 0.065 | 0.01 | <0.001 |
| Ln NT-proBNP | 0.164 | 0.01 | <0.001 | 0.134 | 0.02 | <0.001 | 0.100 | 0.02 | <0.001 |
| Ln hs-cTnT | 0.219 | 0.02 | <0.001 | 0.154 | 0.03 | <0.001 | 0.052 | 0.03 | 0.092 |
OPG osteoprotegerin; BMI body mass index; COPD chronic obstructive pulmonary disease; prefix ln for variables transformed by natural logarithm; CRP c-reactive protein; hs-cTnT high sensitive cardiac troponin T; NT-proBNP N-terminal pro b-type natriuretic peptide;
aAdjusted for age
bAdjusted R2 = 0.41;
Model includes all variables significantly associated with OPG when adjusting for age.
Fig 1Median OPG level at baseline and day 2 for patients with and without heart failure.
The bars represent the interquartile range (25–75 percentile). The whiskers represent the minimum and maximum values that are not outliers. The dots represent outliers, which are values between 1.5 and 3 times the interquartile range.
Variables associated with the index diagnosis of acute heart failure.
| Univariable analysis | Multivariable analysis | Multivariable analysis | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Coefficient (β) | SE (β) | Coefficient (β) | SE (β) | Coefficient (β) | SE (β) | P | |||
| Age | 0.011 | 0.002 | <0.001 | 0.003 | 0.002 | 0.137 | -0.0002 | 0.002 | 0.919 |
| Gender | 0.191 | 0.06 | 0.001 | 0.065 | 0.05 | 0.188 | 0.027 | 0.05 | 0.556 |
| BMI | 0.000 | 0.00 | 0.954 | ||||||
| Diabetes mellitus | 0.227 | 0.07 | 0.001 | 0.027 | 0.06 | 0.648 | 0.017 | 0.05 | 0.745 |
| Hypertension | 0.203 | 0.06 | <0.001 | 0.123 | 0.05 | 0.011 | 0.067 | 0.04 | 0.119 |
| Heart failure | 0.590 | 0.05 | <0.001 | 0.456 | 0.06 | <0.001 | 0.342 | 0.06 | <0.001 |
| Coronary artery disease | 0.376 | 0.06 | <0.001 | 0.054 | 0.06 | 0.357 | -0.018 | 0.05 | 0.732 |
| COPD | -0.125 | 0.06 | 0.028 | -0.117 | 0.05 | 0.013 | -0.115 | 0.04 | 0.007 |
| Ln Creatinine-Clearance | -0.308 | 0.05 | <0.001 | -0.061 | 0.06 | 0.336 | 0.032 | 0.06 | 0.578 |
| Ln OPG | 0.300 | 0.05 | <0.001 | 0.101 | 0.05 | 0.037 | 0.002 | 0.05 | 0.965 |
| Ln NT-proBNP | 0.159 | 0.01 | <0.001 | 0.091 | 0.02 | <0.001 | |||
| Ln hs-cTnT | 0.228 | 0.02 | <0.001 | 0.103 | 0.03 | <0.001 | |||
| Ln CRP | -0.032 | 0.02 | 0.051 | -0.053 | 0.01 | <0.001 | |||
BMI body mass index; COPD chronic obstructive pulmonary disease; prefix Ln for variables transformed by natural logarithm; OPG osteoprotegerin; CRP c-reactive protein; hs-cTnT high sensitive cardiac troponin T; NT-proBNP N-terminal pro b-type natriuretic peptide;
aMultivariable model including clinical variables and OPG.
bMultivariable model including clinical variables and biomarkers in addition to OPG.
Fig 2ROC curves for the prediction of the diagnosis of acute heart failure.
The AUC with 95%CI at the right bottom are for each variable separately.
Fig 3Kaplan Meier curves according to OPG tertile in patients with A) acute dyspnoea (n = 308) B) acute HF (n = 139) and C) acute exacerbation of COPD (n = 83).
OPG T1, T2 and T3 refer to OPG tertile 1 (OPG ≤5.0 pmol/L], tertile 2 (OPG 5.0–7.8 pmol/L) and tertile 3 (OPG >7.8 pmol/L), respectively. The P values are for the log-rank-test.
Cox models for mortality in patients with acute dyspnoea (n = 308).
| Univariable analysis | Multivariable analysis | Multivariable analysis | |||||||
|---|---|---|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | HR | 95% CI | ||||
| Ln OPG | 1.87 | 1.34–2.61 | <0.001 | 1.57 | 1.08–2.28 | 0.017 | 1.16 | 0.77–1.73 | 0.481 |
| Age,per 1-year increase | 1.04 | 1.03–1.06 | <0.001 | 1.05 | 1.02–1.07 | <0.001 | 1.03 | 1.01–1.05 | 0.003 |
| BMI, per 1-unit increase | 0.93 | 0.90–0.97 | <0.001 | 0.95 | 0.92–0.98 | 0.004 | 0.95 | 0.91–0.98 | 0.003 |
| Creatinine clearance, mL/min | 0.98 | 0.98–0.99 | <0.001 | ||||||
| Systolic BP, mmHg | 0.99 | 0.98–1.00 | 0.022 | 0.99 | 0.98–1.00 | 0.002 | 0.99 | 0.98–1.00 | 0.002 |
| NYHA IV vs II/III | 1.87 | 1.29–2.71 | 0.001 | ||||||
| History of HF | 2.03 | 1.39–2.95 | <0.001 | ||||||
| Atrial fibrillation | 1.72 | 1.18–2.51 | 0.005 | ||||||
| History of COPD | 2.17 | 1.46–3.20 | <0.001 | 2.00 | 1.33–3.00 | <0.001 | 2.02 | 1.33–3.08 | <0.001 |
| Ln NT-proBNP | 1.39 | 1.24–1.56 | <0.001 | 1.18 | 1.02–1.37 | 0.023 | |||
| Ln hs-cTnT | 1.65 | 1.41–1.94 | <0.001 | 1.36 | 1.09–1.68 | 0.005 | |||
| Ln CRP | 1.10 | 0.99–1.22 | 0.08 | 0.99 | 0.88–1.12 | 0.923 | |||
OPG osteoprotegerin; BMI body mass index; BP blood pressure; COPD chronic obstructive pulmonary disease; CRP c-reactive protein; hs-cTnT high sensitive cardiac troponin T; NT-proBNP N-terminal pro b-type natriuretic peptide; Prefix Ln for variables transformed by natural logarithm.
aTable shows only clinical variables significantly associated with mortality in univariable analysis and biomarkers.
bThe multivariable analysis include clinical variables associated with all-cause mortality in univariable analysis, and that was kept in the model after reduction with backward selection and p<0.05 as stopping criterion. OPG was not included in the selection process.
cMultivariable analysis including the variables in b and biomarkers.