| Literature DB >> 33249927 |
Jiaolei Liu1, Hongmei Zhang1, Xin Li1, Lin Wang1, Huining Yu1, Jiaohong Huang1, Qingjun Liu1, Chao Wang1, Aili Jiang2.
Abstract
OBJECTIVE: This study aimed to examine a novel microRNA (miR-652-3p) biomarker to improve early diagnosis of acute kidney injury (AKI) in patients with acute decompensated heart failure (ADHF) and to evaluate the survival predictive value of miR-652-3p.Entities:
Keywords: Acute decompensated heart failure; acute kidney injury; diagnostic biomarker; microRNA-652-3p; neutrophil gelatinase-associated lipocalin; serum creatinine
Mesh:
Substances:
Year: 2020 PMID: 33249927 PMCID: PMC7708706 DOI: 10.1177/0300060520967829
Source DB: PubMed Journal: J Int Med Res ISSN: 0300-0605 Impact factor: 1.671
Comparison of clinical characteristics in patients with ADHF with and without AKI.
| Characteristics | Patients with ADHF (n = 196) | ||
|---|---|---|---|
| Non-AKI (n = 131) | AKI (n = 65) | ||
| Age (years) | 62.7 ± 20.2 | 64.1 ± 21.6 | 0.663 |
| Sex (female/male) | 85/38 | 35/30 | 0.135 |
| Diabetes history (n, %) | 42 (32.1) | 27 (41.5) | 0.191 |
| Myocardial infarction history (n, %) | 13 (9.9) | 11 (16.9) | 0.159 |
| Heart failure history (n, %) | 68 (51.9) | 34 (52.3) | 0.958 |
| Coronary heart disease (n, %) | 30 (22.9) | 17 (26.2) | 0.616 |
| Hypertension (n, %) | 16 (12.2) | 11 (16.9) | 0.368 |
| Chronic kidney disease (n, %) | 29 (22.1) | 36 (55.4) | <0.001 |
| Primary cause of heart failure (n, %) | 0.341 | ||
| Ischemic heart disease | 70 (53.4) | 39 (60.0) | |
| Cardiomyopathy | 28 (21.4) | 7 (10.8) | |
| Rheumatic heart disease | 23 (17.6) | 13 (20.0 | |
| Hypertension | 10 (7.6) | 6 (9.2) | |
| LVEF (<45%/>45%) | 68/63 | 35/30 | 0.798 |
| NYHA stage IV (n, %) | 63 (48.1) | 35 (53.8) | 0.448 |
| NT-pro-BNP (pg/mL) | 6580 (3279–9064) | 8948 (3615–24956) | 0.063 |
| Serum albumin (µg/mL) | 33 ± 5.7 | 29.6 ± 6.8 | 0.011 |
| Scr (µM) | 126.3 ± 36.7 | 146.84 ± 27.7 | 0.008 |
| eGFR (mL/minute per 1.73 m2) | 65.3 ± 25.1 | 54.2 ± 20.9 | 0.002 |
| KDIGO stage (n, %) | – | ||
| Stage 1 | – | 45 (69.2) | |
| Stages 2–3 | – | 20 (30.8) | |
ADHF, acute decompensated heart failure; AKI, acute kidney injury; LVEF, left ventricular ejection fraction; NYHA, New York Heart Association; NT-pro-BNP, N-terminal pro-brain natriuretic peptide; Scr, serum creatinine; eGFR, estimated glomerular filtration rate; KDIGO, Kidney Disease: Improving Global Outcomes.
Figure 1.Serum and urinary NGAL and miR-652-3p expression levels in patients with acute decompensated heart failure. (a) and (b). Serum and urinary NGAL levels in patients with AKI and those without AKI. (c) and (d) Serum and urinary miR-652-3p mRNA expression in patients with AKI and those without AKI. *P < 0.05.
AKI, acute kidney injury; NGAL, neutrophil gelatinase-associated lipocalin.
Risk factor analysis of acute kidney injury in patients with acute decompensated heart failure.
| Variables | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| OR | 95% CI |
| |
| Age | 1.003 | 0.989–1.018 | 0.661 | – | – | – |
| Sex | 0.631 | 0.345–1.157 | 0.137 | – | – | – |
| Diabetes history | 1.506 | 0.814–2.784 | 0.192 | – | – | – |
| Myocardial infarction history | 1.849 | 0.778–4.392 | 0.164 | – | – | – |
| Heart failure history | 0.444 | 0.183–1.080 | 0.063 | – | – | – |
| Coronary heart disease | 0.552 | 0.254–1.125 | 0.069 | – | – | – |
| Hypertension | 1.464 | 0.637–3.368 | 0.370 | – | – | – |
| Cardiomyopathy | 2.121 | 0.912–3.125 | 0.413 | – | – | – |
| LVEF | 1.192 | 0.600–2.370 | 0.616 | – | – | – |
| NT-pro-BNP | 1.213 | 0.824–2.859 | 0.123 | – | – | – |
| Serum albumin | 2.052 | 1.032–3.854 | 0.045 | 1.245 | 0.625–2.589 | 0.489 |
| Scr | 2.125 | 1.098–3.945 | 0.038 | 1.056 | 1.029–1.165 | 0.047 |
| eGFR | 1.899 | 1.021–3.588 | 0.048 | 1.789 | 0.785–4.268 | 0.175 |
| sNGAL | 1.525 | 0.789–2.975 | 0.110 | – | – | – |
| uNGAL | 1.956 | 1.125–4.129 | 0.026 | 1.698 | 1.084–2.964 | 0.038 |
| smiR-652-3p | 1.912 | 1.112–3.986 | 0.029 | 1.519 | 1.051–2.881 | 0.042 |
| umiR-652-3p | 2.135 | 1.369–4.398 | 0.006 | 1.945 | 1.569–4.010 | 0.015 |
OR, odds ratio; CI, confidence interval; LVEF, left ventricular ejection fraction; NT-pro-BNP, N-terminal pro-brain natriuretic peptide; Scr, serum creatinine; eGFR, estimated glomerular filtration rate; sNGAL, serum neutrophil gelatinase-associated lipocalin; uNGAL, urinary neutrophil gelatinase-associated lipocalin; smiR-652-3p, serum microRNA-652-3p; umiR-652-3p, urinary microRNA-652-3p.
Figure 2.ROC curves based on serum and urinary NGAL and miR-652-3p levels in patients with acute decompensated heart failure. (a) ROC curves based on serum and urinary NGAL levels. (b) ROC curves based on serum and urinary miR-652-3p levels. (c) ROC curves based on the combination of urinary NGAL and miR-652-3p levels.
AUC, area under the curve. ROC, receiver operating characteristic; NGAL, neutrophil gelatinase-associated lipocalin; uNGAL, urinary neutrophil gelatinase-associated lipocalin; sNGAL, serum neutrophil gelatinase-associated lipocalin; umiR-652-3p, urinary microRNA-652-3p; smiR-652-3p, serum microRNA-652-3p.
Receiver operating characteristic curve analysis results for the diagnostic performance of NGAL and miR-652-3p levels.
| Variables | AUC | Cutoff value | Sensitivity | Specificity |
|---|---|---|---|---|
| sNGAL | 0.650 | 0.915 | 83.1% | 42.0% |
| uNGAL | 0.829 | 1.235 | 78.5% | 74.1% |
| smiR-652-3p | 0.828 | 1.165 | 73.9% | 83.2% |
| umiR-652-3p | 0.926 | 1.365 | 81.5% | 92.4% |
| uNGAL + umiR-652-3p | 0.950 | 0.219 | 83.1% | 94.0% |
NGAL, neutrophil gelatinase-associated lipocalin; AUC, area under the curve; sNGAL, serum neutrophil gelatinase-associated lipocalin; uNGAL, urinary neutrophil gelatinase-associated lipocalin; smiR-652-3p, serum microRNA-652-3p; umiR-652-3p, urinary microRNA-652-3p.
Prediction of renal recovery in patients with acute kidney injury using logistic analysis.
| Variables | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| OR | 95% CI |
| |
| Age | 1.021 | 0.960–1.019 | 0.461 | – | – | – |
| Sex | 1.500 | 0.400–5.621 | 0.547 | – | – | – |
| Diabetes history | 1.510 | 0.364–3.267 | 0.571 | – | – | – |
| Myocardial infarction history | 1.869 | 0.460–4.630 | 0.154 | – | – | – |
| Heart failure history | 1.992 | 0.596–4.812 | 0.357 | – | – | – |
| Coronary heart disease | 1.582 | 0.621–3.120 | 0.285 | – | – | – |
| Hypertension | 2.720 | 0.845–5.631 | 0.107 | – | – | – |
| Cardiomyopathy | 1.852 | 0.689–3.523 | 0.551 | – | – | – |
| LVEF | 1.498 | 0.397–5.652 | 0.314 | – | – | – |
| NT-pro-BNP | 2.542 | 0.712–6.255 | 0.116 | – | – | – |
| Serum albumin | 1.522 | 0.516–4.491 | 0.126 | – | – | – |
| Scr | 1.856 | 1.096–3.842 | 0.035 | 1.756 | 1.066–3.415 | 0.044 |
| eGFR | 1.725 | 1.059–3.446 | 0.045 | 1.525 | 0.952–2.854 | 0.068 |
| sNGAL | 2.526 | 0.559–5.814 | 0.059 | – | – | – |
| uNGAL | 2.421 | 1.452–4.621 | 0.022 | 2.202 | 1.217–4.116 | 0.038 |
| smiR-652-3p | 2.589 | 1.528–4.777 | 0.019 | 2.400 | 1.389–4.561 | 0.036 |
| umiR-652-3p | 2.964 | 1.965–5.196 | 0.002 | 2.716 | 1.788–4.942 | 0.012 |
OR, odds ratio; CI, confidence interval; LVEF, left ventricular ejection fraction; NT-pro-BNP, N-terminal pro-brain natriuretic peptide; Scr, serum creatinine; eGFR, estimated glomerular filtration rate; sNGAL, serum neutrophil gelatinase-associated lipocalin; uNGAL, urinary neutrophil gelatinase-associated lipocalin; smiR-652-3p, serum microRNA-652-3p; umiR-652-3p, urinary microRNA-652-3p.
Figure 3.Kaplan–Meier survival curves based on 180-day survival in patients with different serum and urinary miR-652-3p levels. (a) High serum miR-652-3p levels were associated with a shorter survival time (log-rank P = 0.013). (b) High urinary miR-652-3p levels predicted poor survival in patients with acute kidney injury (log-rank P = 0.005).
Cox regression analysis in patients with acute decompensated heart failure and acute kidney injury.
| Variables | HR | 95% CI |
|
|---|---|---|---|
| Age | 0.989 | 0.959–1.020 | 0.489 |
| Sex | 1.005 | 0.990–1.020 | 0.545 |
| Diabetes history | 1.798 | 0.498–6.489 | 0.370 |
| Myocardial infarction history | 1.775 | 0.091–14.407 | 0.705 |
| Heart failure history | 1.583 | 0.450–5.576 | 0.474 |
| Coronary heart disease | 1.193 | 0.338–4.208 | 0.783 |
| Hypertension | 2.347 | 0.620–5.891 | 0.202 |
| Cardiomyopathy | 0.473 | 0.084–2.653 | 0.395 |
| LVEF | 0.465 | 0.032–6.814 | 0.576 |
| NT-pro-BNP | 0.398 | 0.011–14.407 | 0.615 |
| Serum albumin | 0.726 | 0.276–1.911 | 0.517 |
| Scr | 0.443 | 0.133–1.471 | 0.184 |
| eGFR | 2.745 | 0.822–6.657 | 0.113 |
| sNGAL | 2.815 | 0.954–6.851 | 0.075 |
| uNGAL | 2.941 | 1.527–7.088 | 0.034 |
| smiR-652-3p | 2.903 | 1.475–6.714 | 0.041 |
| umiR-652-3p | 3.418 | 1.889–7.969 | 0.013 |
HR, hazard ratio; CI, confidence interval; LVEF, left ventricular ejection fraction; NT-pro-BNP, N-terminal pro-brain natriuretic peptide; Scr, serum creatinine; eGFR, estimated glomerular filtration rate; sNGAL, serum neutrophil gelatinase-associated lipocalin; uNGAL, urinary neutrophil gelatinase-associated lipocalin; smiR-652-3p, serum microRNA-652-3p; umiR-652-3p, urinary microRNA-652-3p.