| Literature DB >> 22382117 |
Kazuya Ichikado1, Hiroyuki Muranaka, Yasuhiro Gushima, Toru Kotani, Habashi M Nader, Kiminori Fujimoto, Takeshi Johkoh, Norihiro Iwamoto, Kodai Kawamura, Junji Nagano, Koichiro Fukuda, Naomi Hirata, Takeshi Yoshinaga, Hidenori Ichiyasu, Shinsuke Tsumura, Hirotsugu Kohrogi, Atsushi Kawaguchi, Masakazu Yoshioka, Tsutomu Sakuma, Moritaka Suga.
Abstract
OBJECTIVES: To examine whether the extent of fibroproliferative changes on high-resolution CT (HRCT) scan influences prognosis, ventilator dependency and the associated outcomes in patients with early acute respiratory distress syndrome (ARDS).Entities:
Year: 2012 PMID: 22382117 PMCID: PMC3293132 DOI: 10.1136/bmjopen-2011-000545
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Outlines of the study.
Clinical characteristics of patients on the day of ARDS onset
| Characteristic | Total (n=85) | 60 days | Outcomes | p Value |
| Survivors (n=54) | Non-survivors (n=31) | |||
| Age (years) | 75±10 | 75±11 | 76±10 | 0.60 |
| Sex (male/female) | 51/34 | 30/24 | 21/10 | 0.38 |
| Cigarette smoking | 33 | 17 | 16 | 0.11 |
| Presence of emphysema | 32 | 18 | 14 | 0.39 |
| Liver cirrhosis (%) | 6 (7.1) | 4 (7.4) | 2 (6.5) | >0.99 |
| Direct/indirect injury | 59/26 | 38/16 | 21/10 | 0.81 |
| PaO2:FiO2 | 96.2±45.6 | 96.5±45.0 | 96.2±47.5 | 0.90 |
| Causes of lung injury | ||||
| Pneumonia (%) | 32 (37.6) | 20 | 12 | >0.99 |
| Sepsis (%) | 24 (28.2) | 13 | 11 | 0.38 |
| Pulmonary (%) | 11 (12.9) | 5 | 6 | 0.20 |
| Extrapulmonary (%) | 13 (15.2) | 8 | 5 | >0.99 |
| Aspiration (%) | 22 (25.9) | 16 | 6 | 0.44 |
| Others (%) | 7 (8.2) | 5 | 2 | >0.99 |
| Lung injury score | 3.2±0.5 | 3.3±0.5 | 3.3±0.5 | 0.88 |
| APACHE II score | 21.0±4.7 | 21.0±4.6 | 22.0±4.9 | 0.76 |
| SOFA score | 7.0±2.8 | 7.0±2.8 | 6.0±2.9 | 0.15 |
| McCabe score (1/2/3) | 78/5/2 | 49/4/1 | 29/1/1 | >0.99 |
| DIC score | 2.4±1.7 | 2.4±1.7 | 2.5±1.6 | 0.68 |
| White blood cell count (per mm3) | 10 600±6788 | 10 600±6178 | 10 600±7839 | 0.63 |
| C reactive protein (mg/dl) | 15.4±10.3 | 15.4±9.6 | 16.1±11.5 | 0.69 |
| Albumin (g/dl) | 3.0±0.5 | 3.1±0.5 | 2.8±0.5 | 0.11 |
| Lactate dehydrogenase (IU/l) | 308±185 | 301±147 | 339±235 | 0.29 |
| Platelet count (per mm3) | 20.1±10.7 | 20.7±11.0 | 18.9±10.3 | 0.94 |
| Days of CT scanning from ARDS onset (day) | 1.0±0.0 | 1.0±0.0 | 1.0±0.0 | >0.99 |
| HRCT score | 207±53 | 196±54 | 233±46 | 0.001 |
| Initial steroid therapy | ||||
| High dose | 14 | 7 | 7 | 0.36 |
| Low dose | 71 | 47 | 24 | 0.36 |
| Ventilatory variables | ||||
| Tidal volume, ml/kg predicted body weight | 8.0±0.8 | 8.0±0.7 | 8.0±0.9 | 0.54 |
| Plateau pressure, cmH2O | 21.5±4.2 | 21.0±3.8 | 23.0±4.7 | 0.34 |
| Initial PEEP, cmH2O | 8.0±3.4 | 8.0±2.5 | 8.0±4.3 | 0.18 |
Data are expressed as median ± SD.
Data are mean ± SD. The p values refer to comparisons between survivors and non-survivors.
Score ≥4 defined as disseminated intravascular coagulation from scoring system for The Japanese Association for Acute Medicine.
APACHE II, acute physiology and chronic health evaluation II; ARDS, acute respiratory distress syndrome; DIC, disseminated intravascular coagulation; HRCT, high-resolution CT; PEEP, positive end-expiratory pressure; SOFA, sequential organ failure assessment.
Figure 2High-resolution CT findings correlated with pathology. (A) High-resolution CT findings corresponding to exudative phase of acute respiratory distress syndrome (ARDS). HRCT scan at the level of right middle lobe shows dependent airspace consolidation without traction bronchiectasis and non-dependent areas of sparing. The patient was a 68-year-old man with ARDS due to Streptococcus pneumonia. (B) High-resolution CT findings corresponding to fibroproliferative phase of ARDS. HRCT scan at the level of right lower lobe shows extensive airspace consolidation and ground-glass attenuation associated with traction bronchiectasis (arrows). The patient was an 84-year-old woman with ARDS due to sepsis. (C) High-resolution CT findings corresponding to fibrotic phase of ARDS. HRCT scan at the level of right inferior pulmonary vein shows extensive ground-glass attenuation associated with traction bronchiectasis (arrows), coarse reticulation and cystic changes (arrowheads). The patient was a 65-year-old woman with ARDS due to viral pneumonia. (Sequential changes of HRCT findings were shown in the supplemental figure.)
Extent of each high-resolution CT finding in 60-day survivors and non-survivors of ARDS
| CT finding | Survivors (n=54) | Non-survivors (n=31) | p Value |
| Spared area | 37.0±19.2 | 30.3±14.9 | 0.15 |
| Ground-glass attenuation | 33.5±22.9 | 30.0±16.0 | 0.70 |
| Air-space consolidation | 17.5±13.8 | 18.3±19.3 | 0.72 |
| Total area without traction bronchiolectasis or bronchiectasis | 88.0±22.0 | 78.2±22.5 | 0.01 |
| Ground-glass attenuation plus traction bronchiolectasis or bronchiectasis | 9.3±17.8 | 16.6±21.7 | 0.08 |
| Air-space consolidation plus traction bronchiolectasis or bronchiectasis | 2.4±7.8 | 5.6±10.3 | 0.01 |
| Honeycombing | 0.0±0.0 | 0.0±0.0 | NS |
| Total area with traction bronchiolectasis or bronchiectasis | 11.8±18.0 | 22.1±24.3 | 0.01 |
Data are mean ± SD of percentage of lung involvement. Mann–Whitney U test.
ARDS, acute respiratory distress syndrome.
Figure 3Receiver operator characteristic (ROC) curve of prognostic value of the high-resolution CT score. ROC identified the optimal cut-off value of 210 determined by the Youden Index for prediction of survival at day 60 with 71% sensitivity and 72% specificity (area under the curve, AUC, 0.71; 95% CI 0.61 to 0.82) and for prediction of survival at day 180 with 71% sensitivity and 76% specificity (AUC, 0.73; 95% CI 0.62 to 0.84).
Comparison of primary and secondary outcomes between the cut-off value showing extent of fibroproliferative changes on high-resoluiton CT at the onset of ARDS
| Variable | High-resolution CT score | p Value | |
| <210 (n=47) | ≥210 (n=38) | ||
| 60-day mortality (%) | 19.1 | 57.9 | <0.0001 |
| No. of hospital death | 9 | 22 | |
| Causes of death | |||
| Multiple organ failure | 8 | 18 | |
| Respiratory failure | 1 | 4 | |
| No. of ventilator-free days at day 28 | 14.3±7.6 | 5.1±8.0 | <0.0001 |
| No. of organ failure-free days | |||
| Cardiovascular failure | 22.4±8.1 | 16.1±10.9 | 0.009 |
| Coagulation abnormalities | 23.0±8.9 | 17.8±10.4 | 0.017 |
| Hepatic failure | 23.3±8.2 | 19.6±9.5 | 0.11 |
| Renal failure | 21.7±10.9 | 19.6±9.6 | 0.29 |
| No. of incidence of barotraumas (%) | 3 (6.4) | 8 (21.1) | 0.056 |
| No. of ventilator-associated pneumonia (%) | 16 (34.0) | 20 (52.6) | 0.13 |
Plus or minus values are mean ± SD. Continuous variables with non-normal distribution were compared with the use of Mann–Whitney U test and categorical variables with Fisher's exact test.
ARDS, acute respiratory distress syndrome.
Figure 4(A) Day 60-mortality rate of each major cause of acute respiratory distress syndrome. (B) Day 60-mortality rate compared between the optimal cut-off value of high-resolution CT score in each cause. Regardless of the cause, the mortality rate of a patient with a lower CT score was significantly lower than that of a patient with a higher CT score.
Univariate Cox regression analysis of variables potentially associated with mortality at day 180 in patients with ARDS
| Variable | p Value | HR (95% CI) |
| HRCT score | 0.0019 | 1.22 |
| Age | 0.5411 | 0.99 (0.96 to 1.02) |
| Sepsis | 0.4020 | 1.34 (0.67 to 2.67) |
| APACHE II score | 0.6578 | 0.98 (0.92 to 1.06) |
| SOFA score | 0.1724 | 0.92 (0.82 to 1.04) |
| McCabe score | 0.9609 | 0.98 (0.41 to 2.32) |
| PaO2/FiO2 ratio | 0.6119 | 1.00 (0.99 to 1.01) |
| Serum albumin | 0.0982 | 0.57 (0.30 to 1.11) |
Expressed as mortality change per 10% increase in area of attenuation with traction bronchiectasis on high-resolution CT.
APACHE II, acute physiology and chronic health evaluation II; ARDS, acute respiratory distress syndrome; HRCT, high-resolution CT; SOFA, sequential organ failure assessment.
Multivariate Cox regression analysis of prognostic factors associated with mortality at day 180 in patients with ARDS
| Variable | p Value | HR (95% CI) |
| HRCT score | 0.0051 | 1.20 |
| Serum albumin | 0.2618 | 0.67 (0.33 to 1.36) |
Expressed as mortality change per 10% increase in area of attenuation with traction bronchiectasis on high-resolution CT.
HRCT, high-resolution CT; ARDS, acute respiratory distress syndrome.
Figure 5Receiver operator characteristic (ROC) curve of prediction of the ventilator weaning within 28 days from high-resolution CT score. ROC curve identified the optimal cut-off value of 210 determined by the Youden Index for prediction of ventilator weaning at day 28 with 75% sensitivity and 76% specificity (area under the curve, 0.77; 95% CI 0.67 to 0.88).
Figure 6Sequential changes of Sequential Organ Failure Assessment (SOFA) scores. The SOFA score of a patient with a lower CT score (<210) significantly decreased from day 1 to day 14 (p=0.0016). The SOFA score of a patient with a higher CT score (≥210) significantly increased from day 1 to day 14 (p=0.027). Four patients with a lower CT score (<210) and nine patients with a higher CT score (≥210) who died within 14 days were excluded.
Multiple logistic regression analysis of variables potentially associated with ventilator-associated outcomes
| Variable | p Value | OR (95% CI) |
| (A) Ventilator weaning within 28 days in patients with ARDS | ||
| HRCT score | 0.0006 | 0.63 |
| Serum albumin | 0.1727 | 2.09 (0.72 to 6.03) |
| (B) The incidence of the barotrauma | ||
| HRCT score | 0.0183 | 1.61 |
| APACHE II | 0.4724 | 0.92 (0.74 to 1.15) |
| SOFA score | 0.9110 | 1.02 (0.68 to 1.55) |
| Serum albumin | 0.5156 | 0.53 (0.08 to 3.65) |
| Serum LDH | 0.0158 | 1.05 (1.01 to 1.09) |
| (C) The complication of the ventilator-associated pneumonia | ||
| Liver cirrhosis | 0.0286 | 13.34 (1.31 to 135.60) |
| HRCT score | 0.0041 | 1.46 |
| PaO2/FiO2 ratio | 0.0236 | 0.99 (0.98 to 1.00) |
Expressed as mortality change per 10% increase in area of attenuation with traction bronchiectasis on high-resolution CT.
APACHE II, acute physiology and chronic health evaluation II; ARDS, acute respiratory distress syndrome; HRCT, high-resolution CT; LDH, lactate dehydrogenase; SOFA, sequential organ failure assessment.
Figure 7(A) Receiver operator characteristic (ROC) curve of prediction of the onset of barotrauma from high-resolution CT score. ROC curve identified the optimal cut-off value of 235 determined by the Youden Index for prediction of barotraumas onset with 73% sensitivity and 77% specificity (area under the curve, 0.77; 95% CI 0.59 to 0.95). (B) Comparison of the incidence of barotraumas between patients with the optimal cut-off value of CT score identified from ROC curve. The incidence of barotrauma of a patient with a lower CT score was significantly lower than that of a patient with a higher CT score.