| Literature DB >> 23272154 |
Cheng-Hao Weng1, Ching-Chih Hu, Ja-Liang Lin, Dan-Tzu Lin-Tan, Wen-Hung Huang, Ching-Wei Hsu, Tzung-Hai Yen.
Abstract
INTRODUCTION: Paraquat poisoning is characterized by multi-organ failure and pulmonary fibrosis with respiratory failure, resulting in high mortality and morbidity. The objective of this study was to identify predictors of mortality in cases of paraquat poisoning. Furthermore, we sought to determine the association between these parameters.Entities:
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Year: 2012 PMID: 23272154 PMCID: PMC3522704 DOI: 10.1371/journal.pone.0051743
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
SOFA scoring system.
| 0 | 1 | 2 | 3 | 4 | |
| PaO2/FiO2 | >400 | 301–400 | 201–300 | 101–200 withrespiratory support | ≤100 with respiratory support |
| Platelets (1000/µL) | >150 | 101–150 | 51–100 | 21–50 | ≤20 |
| Bilirubin (mg/dL) | <1.2 | 1.2–1.9 | 2.0–5.9 | 6.0–11.9 | >12.0 |
| Hypotension | MAP≥70 mmHg | MAP<70 mmHg | Dopamine 5or dobutamine(any dose)* | Dopamine >5or epi ≤0.1or norepi ≤0.1* | Dopamine >15or epi >0.1or norepi >0.1* |
| GCS | 15 | 13–14 | 10–12 | 6–9 | <6 |
| Cr (mg/dL) or UO | <1.2 | 1.2–1.9 | 2.0–3.4 | 3.5–4.9 or <500 mL/d | >5.0 or <200 mL/d |
AKIN scoring system.
| Category | Serum Cr criteria | Urine output criteria |
| Stage 1 | Increase in serum Cr of ≥0.3 mg/dL or increase to≥150% to 200% (1.5 to 2-fold) from baseline | <0.5 mL/kg/h for more than 6 h |
| Stage 2 | Increase in serum Cr to >200% to 300%(>2 to 3-fold) from baseline | <0.5 mL/kg/h for more than 12 h |
| Stage 3 | Increase in serum Cr to >300% (3-fold) frombaseline (or serum Cr of ≥4.0 mg/dL with an acute increaseof at least 0.5 mg/dL | <0.3 mL/kg/h for 24 h or anuria more for 12 h |
Adrenergic agents administered for at least 1 h (doses are given in µg/kg per minute). Abbreviations. PaO2: partial pressure of oxygen in arterial blood, FiO2: fractional inspired oxygen, MAP: mean arterial pressure, epi: epinephrine, norepi: norepinephrine, GCS: Glasgow Coma Scale score, Cr: creatinine, UO: urine output.
Comparison of baseline demographics and clinical characteristics between survivors and non-survivors (n = 187).
| Parameter | All (n = 187) | Survivors (n = 86) | Non-survivors (n = 101) |
|
| Age (year) | 42.1±15.4 | 36.2±12.4 | 47.1±16.0 | <0.001 |
| Gender (male/female) | 145/42 | 65/21 | 80/21 | 0.6 |
| Time to hospitalization (days) | 13.5±21.1 | 19.1±26.9 | 8.7±12.9 | 0.001 |
| Estimated ingestion amount (mL) | 80.9±104.7 | 56.3±65.7 | 101.9±125.5 | 0.002 |
| Blood paraquat level first day (ppm) | 4.8±5.6 | 1.4±2.0 | 7.6±6.1 | <0.001 |
| Cr level (mg/dL) first day | 1.6±1.4 | 1.3±1.2 | 1.8±1.6 | 0.001 |
| AST first day level (U/L) | 137.5±156.1 | 54.4±37.3 | 190.0±179.6 | 0.005 |
| ALT first day level | 126.8±114.1 | 116.8±62.8 | 135.5±144.9 | 0.436 |
| Bilirubin first day level (U/L) | 2.7±2.6 | 1.3±0.7 | 3.5±3.0 | 0.001 |
| PaO2 first day (mmHg) | 84.9±19.0 | 86.4±12.2 | 83.7±23.2 | 0.343 |
| AaDO2 48-h (mmHg) | 46.6±28.3 | 29.8±20.1 | 61.0±26.4 | <0.001 |
| PaCO2 48-h (mmHg) | 33.7±12.4 | 38.7±12.7 | 29.4±10.4 | <0.001 |
| PaO2 48-h (mmHg) | 61.3±24.9 | 72.1±18.5 | 52.1±25.9 | <0.001 |
| HCO3 − 48-h (meq/dL) | 19.9±6.8 | 24.8±3.5 | 15.7±6.1 | <0.001 |
| PaO2/FiO2 first day | 424.6±94.8 | 431.8±61.0 | 418.56±116.0 | 0.322 |
| PaO2/FiO2 48-h | 291.8±119.0 | 343.3±88.0 | 247.1±124.6 | <0.001 |
| PLT first day (1000/µL) | 241.2±67.4 | 240.2±66.3 | 242.1±68.5 | 0.843 |
Abbreviations. AST: aspartate transaminase, AST first day: AST at admission, ALT first day: alanine transaminase at admission, Bilirubin first day: bilirubin at admission, PaO2 first day: partial pressure of oxygen in arterial blood at admission, PaCO2 48-h: partial pressure of carbon dioxide in the blood 48 h after admission, PLT first day: platelet count at admission, AaDO2: alveolar-arterial differences in oxygen tension, Cr: creatinine.
Comparison of AKIN and SOFA scores between survivors and non-survivors (n = 187).
| All patients (n = 187) | Survivors (n = 86) | Non-survivors (n = 101) |
| |
| AKIN48-h (stage 0/1/2/3) | 99/48/16/24 | 60/17/4/5 | 39/31/12/19 | <0.001 |
| SOFA48-h | 3±2 | 2±2 | 4±2 | <0.001 |
| mSOFA | 4±2 | 2±2 | 5±2 | <0.001 |
Abbreviations. AKIN: acute kidney injury network, SOFA: sequential organ failure assessment, mSOFA: modified sequential organ failure assessment.
Comparison of calibration and discrimination power of AKIN and SOFA scoring methods for predicting mortality (n = 187).
| Calibration | Discrimination | |||||
| Hosmer – Lemeshow goodness of fit |
|
| AUROC ± SE | 95% CI |
| |
| AKIN48-h | 0.0 | 2 | 1.0 | 0.671±0.039 | 0.594–0.748 | <0.001 |
| SOFA48-h | 5.582 | 5 | 0.349 | 0.795±0.033 | 0.31–0.860 | <0.001 |
| mSOFA48-h | 0.0 | 6 | 1.0 | 0.848±0.029 | 0.791–0.904 | <0.001 |
Abbreviations. df: degree of freedom, SE: standard error, CI: confidence interval, AKIN: acute kidney injury network, SOFA: sequential organ failure assessment, mSOFA: modified sequential organ failure assessment.
Analysis of mortality using univariate and multivariate logistic regression models (n = 187).
| Parameter | β Coefficient | SE | Odds ratio (95% CI) |
|
|
| ||||
| Age (year) | 0.032 | 0.006 | 1.003 (1.020–1.045) | <0.001 |
| Time to hospitalization (days) | −0.020 | 0.007 | 0.980 (0.967–0.994) | 0.004 |
| Estimated ingestion amount (mL) | 0.002 | 0.001 | 1.002 (1.001–1.004) | <0.001 |
| Blood paraquat level first day (ppm) | 0.133 | 0.015 | 1.143 (1.109–1.177) | <0.001 |
| AaDO2 first day (mmHg) | 0.019 | 0.006 | 1.020 (1.007–1.032) | 0.002 |
| PH 48-h | −3.400 | 0.495 | 0.033 (0.013–0.088) | <0.001 |
| PaO2 48-h (mmHg) | −0.019 | 0.004 | 0.981 (0.972–0.989) | <0.001 |
| PaCO2 48-h (mmHg) | −0.067 | 0.012 | 0.935 (0.913–0.958) | <0.001 |
| HCO3 48-h (meq/dL) | −0.146 | 0.015 | 0.864 (0.839–0.890) | <0.001 |
| AaDO2 48-h (mmHg) | 0.022 | 0.004 | 1.022 (1.015–1.030) | <0.001 |
| eGFR first day (mL/min) | −0.012 | 0.003 | 0.988 (0.983–0.994) | <0.001 |
| AKIN 48-h | 0.246 | 0.084 | 1.279 (1.086–1.507) | 0.003 |
| SOFA 48-h | 0.193 | 0.036 | 1.213 (1.130–1.303) | <0.001 |
|
| ||||
| Age (year) | 0.013 | 0.007 | 1.013 (1.000–1.026) | 0.049 |
| Time to hospitalization (days) | −0.035 | 0.010 | 0.965 (0.947–0.984) | <0.001 |
| Blood paraquat level first day (ppm) | 0.098 | 0.017 | 1.103 (1.066–1.140) | <0.001 |
| eGFR first day (mL/min) | −0.018 | 0.004 | 0.982 (0.974–0.991) | <0.001 |
| SOFA 48-h | 0.101 | 0.042 | 1.106 (1.019–1.201) | 0.016 |
Abbreviations: AKIN: acute kidney injury network, SOFA: sequential organ failure assessment, SE: standard error, CI: confidence interval, AaDO2: alveolar–arterial differences in oxygen tension, PaO2 48-h: partial pressure of oxygen in arterial blood 48 h after admission, PaCO2 48-h: partial pressure of carbon dioxide in the blood 48 h after admission, eGFR first day: estimated glomerular filtration rate at admission.
Prediction of hospital mortality (n = 187).
| Predictive factors | Cutoff point | Youden index | Sensitivity % | Specificity % | Overall correctness % |
| AKIN48-h | 1 | 0.312 | 61.4 | 69.8 | 54.0 |
| SOFA48-h | 3 | 0.470 | 77.2 | 69.8 | 73.8 |
| mSOFA48-h | 4 | 0.559 | 73.3 | 82.6 | 77.5 |
Abbreviations. AKIN: acute kidney injury network, SOFA: sequential organ failure assessment, mSOFA: modified sequential organ failure assessment.
Figure 1Cumulative survival rates based on SOFA 48-h score.
Abbreviation. SOFA: sequential organ failure assessment.