| Literature DB >> 35210834 |
Sojung Park1, Won-Young Kim2, Moon Seong Baek2.
Abstract
PURPOSE: Pleural effusions are common in mechanically ventilated patients. However, the risk factors for poor outcomes after pleural drainage are poorly understood. This study aimed to identify factors that were associated with in-hospital mortality among mechanically ventilated patients who underwent pleural drainage.Entities:
Keywords: drainage; mechanical ventilation; mortality; pleural fluid
Year: 2022 PMID: 35210834 PMCID: PMC8858769 DOI: 10.2147/IJGM.S349249
Source DB: PubMed Journal: Int J Gen Med ISSN: 1178-7074
Baseline Patient Characteristics
| Variables | Total (n=82) | Survivors (n=40) | Non-Survivors (n=42) | P-value |
|---|---|---|---|---|
| Age (years) | 76 (64–84) | 77 (64–85) | 73 (64–82) | 0.263 |
| Male sex | 52 (63.4) | 25 (62.5) | 27 (64.3) | 1.000 |
| Body mass index (kg/m2) | 20.7 (18.7–24.8) | 22.0 (19.5–25.2) | 20.0 (18.3–23.5) | 0.092 |
| SOFA score | 11 (7–13) | 10 (6–14) | 11 (8–13) | 0.421 |
| Charlson comorbidity index | 5 (4–7) | 6 (4–7) | 5 (3–8) | 0.737 |
| Comorbidities | 74 (90.2) | 35 (87.5) | 39 (92.9) | 0.477 |
| Diabetes mellitus | 31 (37.8) | 13 (32.5) | 18 (42.9) | 0.334 |
| Hypertension | 44 (53.7) | 22 (55.0) | 22 (52.4) | 0.812 |
| Chronic lung disease | 10 (12.2) | 5 (12.5) | 5 (11.9) | 1.000 |
| Chronic kidney disease | 11 (13.4) | 5 (12.5) | 6 (14.3) | 0.813 |
| Chronic liver disease | 5 (6.1) | 3 (7.5) | 2 (4.8) | 0.672 |
| Cardiovascular disorders | 22 (26.8) | 13 (32.5) | 9 (21.4) | 0.258 |
| Neurological disorders | 23 (28.0) | 14 (35.0) | 9 (21.4) | 0.262 |
| Malignancy | 21 (25.6) | 9 (22.5) | 12 (28.6) | 0.529 |
| Reasons for ICU admission | 0.411 | |||
| Pneumonia | 44 (53.7) | 22 (55.0) | 22 (52.4) | |
| Sepsis | 5 (6.1) | 1 (2.5) | 4 (9.5) | |
| Respiratory disorders | 7 (8.5) | 5 (12.5) | 2 (4.8) | |
| Cardiovascular disorders | 14 (17.1) | 7 (17.5) | 7 (16.7) | |
| Post-cardiac arrest care | 10 (12.2) | 5 (12.5) | 5 (11.9) | |
| Neurological disorders | 2 (2.4) | 0 (0.0) | 2 (4.8) | |
| Length of stay, days | 42 (25–74) | 53 (35–87) | 33 (22–53) | 0.006 |
| ICU stay, days | 25 (16–44) | 25 (14–46) | 27 (18–43) | 0.553 |
| Duration of MV, days | 21 (11–40) | 19 (8–41) | 24 (15–39) | 0.172 |
| Tracheostomy | 39 (47.6) | 21 (52.5) | 18 (42.9) | 0.507 |
Note: Values are presented as median (interquartile range) or number (%).
Abbreviations: SOFA, Sequential Organ Failure Assessment; ICU, intensive care unit; MV, mechanical ventilation.
Ventilator Parameters and Laboratory Findings at the Pleural Effusion Drainage
| Variables | Total (n=82) | Survivors (n=40) | Non-Survivors (n=42) | P-value |
|---|---|---|---|---|
| Vital signs | ||||
| MAP (mmHg) | 79 (72–89) | 79 (72–91) | 79 (72–87) | 0.784 |
| Heart rate (/min) | 91 (76–104) | 86 (75–102) | 96 (79–108) | 0.161 |
| Respiratory rate (/min) | 23 (20–25) | 23 (20–24) | 22 (20–27) | 0.724 |
| Body temperature (°C) | 36.6 (36.2–37.1) | 36.9 (36.5–37.2) | 36.4 (36.1–36.8) | 0.001 |
| Oxygen saturation (%) | 98 (96–100) | 99 (96–100) | 98 (96–100) | 0.277 |
| Ventilation parameters | ||||
| FiO2 | 0.40 (0.35–0.50) | 0.43 (0.35–0.50) | 0.40 (0.40–0.53) | 0.579 |
| PEEP (cmH2O) | 8 (5–8) | 7 (5–9) | 8 (6–8) | 0.806 |
| Tidal volume (mL) | 400 (330–458) | 394 (326–459) | 400 (330–458) | 0.788 |
| Peak inspiratory pressure (cmH2O) | 19 (16–23) | 19 (15–23) | 20 (16–24) | 0.507 |
| Arterial blood gases | ||||
| pH | 7.41 (7.36–7.45) | 7.44 (7.39–7.45) | 7.39 (7.35–7.44) | 0.140 |
| PaCO2 (mmHg) | 40 (35–45) | 39 (36–49) | 41 (34–44) | 0.565 |
| PaO2 (mmHg) | 85 (73–98) | 85 (74–97) | 84 (73–105) | 0.770 |
| HCO3− (mmol/L) | 24 (21–28) | 25 (23–31) | 23 (21–27) | 0.063 |
| SaO2 (%) | 96 (95–98) | 96 (95–98) | 96 (94–98) | 0.824 |
| PaO2/FiO2 ratio | 210 (153–253) | 210 (156–253) | 211 (144–253) | 0.919 |
| Laboratory results | ||||
| White blood cells (×109/L) | 11.4 (7.3–15.7) | 10.0 (6.7–14.2) | 12.5 (8.5–16.6) | 0.109 |
| Hemoglobin (g/dL) | 9.0 (8.2–10.1) | 9.0 (7.9–9.9) | 9.0 (8.3–10.2) | 0.183 |
| Platelets (×109/L) | 149 (64–210) | 169 (107–247) | 88 (57–161) | 0.001 |
| Total protein (g/dL) | 5.3 (4.6–5.7) | 5.4 (4.7–5.9) | 5.0 (4.6–5.6) | 0.061 |
| Albumin (g/dL) | 2.4 (2.1–2.7) | 2.4 (2.1–2.7) | 2.4 (2.0–2.7) | 0.331 |
| Total bilirubin (mg/dL) | 0.7 (0.5–1.4) | 0.6 (0.3–0.9) | 1.0 (0.6–2.5) | 0.003 |
| Aspartate aminotransferase (IU/L) | 37 (23–96) | 29 (22–64) | 47 (31–171) | 0.017 |
| Alanine aminotransferase (IU/L) | 28 (13–53) | 26 (11–45) | 30 (14–90) | 0.371 |
| Blood urea nitrogen (mg/dL) | 27 (18–38) | 25 (18–38) | 28 (17–41) | 0.766 |
| Serum creatinine (mg/dL) | 1.01 (0.63–1.59) | 1.05 (0.64–1.59) | 0.98 (0.63–1.60) | 0.886 |
| Serum sodium (mmol/L) | 138 (134–141) | 138 (134–142) | 138 (134–140) | 0.488 |
| Serum potassium (mmol/L) | 3.9 (3.6–4.2) | 3.8 (3.7–4.2) | 4.0 (3.5–4.3) | 0.933 |
| C-reactive protein (mg/dL) | 101 (47–172) | 72 (45–120) | 130 (67–198) | 0.018 |
| Lactic dehydrogenase (IU/L) | 306 (233–379) | 300 (233–345) | 308 (231–580) | 0.253 |
Note: Values are presented as median (interquartile range) or number (%).
Abbreviations: MAP, mean arterial pressure; FiO2, fraction of inspired oxygen; PEEP, positive end-expiratory pressure; PaCO2, partial pressure of carbon dioxide; PaO2, partial pressure of oxygen; HCO3−, bicarbonate; SaO2, oxygen saturation.
Factors Related to Pleural Drainage and Characteristics of Pleural Effusion
| Variables | Total (n=82) | Survivors (n=40) | Non-Survivors (n=42) | P-value |
|---|---|---|---|---|
| Time from MV to pleural drainage (days) | 8 (3–17) | 8 (3–12) | 8 (3–26) | 0.322 |
| Duration of pleural drainage (days) | 14 (8–21) | 17 (7–28) | 13 (8–17) | 0.129 |
| Need for vasopressors | 45 (54.9) | 17 (42.5) | 28 (66.7) | 0.028 |
| CRRT | 31 (37.8) | 6 (15.0) | 25 (59.5) | <0.001 |
| Laterality of pleural drainage | 0.818 | |||
| Right | 32 (39.0) | 15 (37.5) | 17 (40.5) | |
| Left | 22 (26.8) | 12 (30.0) | 10 (23.8) | |
| Bilateral | 28 (34.1) | 13 (32.5) | 15 (35.7) | |
| 24-h drainage volume (mL) | 1000 (644–1463) | 995 (618–1353) | 1020 (665–1533) | 0.420 |
| Type of pleural drainage | 0.474 | |||
| Percutaneous pigtail drainage | 70 (85.4) | 33 (47.1) | 37 (52.9) | |
| Surgical thoracostomy | 12 (14.6) | 7 (58.3) | 5 (41.7) | |
| Operator | 0.622 | |||
| Interventional radiologist | 50 (61.7) | 23 (59.0) | 27 (64.3) | |
| Cardiac surgeon | 12 (14.8) | 7 (17.9) | 5 (11.9) | |
| Intensivist | 18 (22.2) | 8 (20.5) | 10 (23.8) | |
| Emergency medicine doctor | 1 (1.2) | 1 (2.6) | 0 (0.0) | |
| Location | 0.325 | |||
| Angiography room | 50 (61.7) | 23 (59.0) | 27 (64.3) | |
| ICU | 29 (35.8) | 14 (35.9) | 15 (35.7) | |
| Emergency room | 2 (2.5) | 2 (5.1) | 0 (0.0) | |
| Complications | 0.227 | |||
| Pneumothorax | 2 (2.4) | 0 (0) | 2 (4.8) | |
| Subcutaneous emphysema | 1 (1.2) | 1 (2.5) | 0 (0) | |
| Exudate vs transudate† | 0.151 | |||
| Exudate | 60 (77.9) | 27 (71.1) | 33 (84.6) | |
| Transudate | 17 (22.1) | 11 (28.9) | 6 (15.4) | |
| Complicated pleural effusion‡ | 17 (22.1) | 6 (15.8) | 11 (28.2) | 0.189 |
| Empyema | 6 (7.9) | 1 (2.7) | 5 (12.8) | 0.201 |
| Pleural effusion findings | ||||
| pH | 7.38 (7.18–7.62) | 7.42 (7.22–7.68) | 7.36 (7.13–7.56) | 0.234 |
| RBCs (mm3) | 3000 (1000–8425) | 2275 (1000–7558) | 3300 (1000–27,000) | 0.504 |
| WBC (mm3) | 367 (114–863) | 369 (89–1434) | 367 (151–620) | 0.951 |
| Neutrophils (%) | 42 (15–79) | 31 (15–73) | 53 (14–90) | 0.204 |
| Lymphocyte (%) | 26 (11–51) | 29 (13–69) | 20 (8–42) | 0.142 |
| Protein (g/dL) | 2.4 (1.5–3.2) | 2.4 (1.5–3.6) | 2.3 (1.9–3.1) | 0.643 |
| Albumin (g/dL) | 1.2 (0.8–1.6) | 1.3 (0.9–1.8) | 1.2 (0.8–1.4) | 0.327 |
| LDH (IU/L) | 192 (127–345) | 160 (113–270) | 253 (139–511) | 0.066 |
| Glucose (mg/dL) | 140 (110–175) | 138 (120–175) | 142 (100–176) | 0.585 |
| Pleural fluid/serum protein ratio | 0.53 (0.36–0.70) | 0.56 (0.30–0.68) | 0.51 (0.41–0.74) | 0.840 |
Notes: Values are presented as median (interquartile range) or number (%). †Exudate fulfilled at least one of the following criteria and transudate did not fulfill any of the criteria: a >0.5 ratio of pleural-fluid protein to serum protein, a >0.6 ratio of pleural fluid LDH to serum LDH, and pleural-fluid LDH concentration >2/3 the upper limit of normal for serum. ‡Parapneumonic effusion is considered complicated effusion if the pleural fluid pH is <7.2, the glucose concentration is <60 mg/dL, or the LDH concentration is >3× the upper limit of normal for serum.
Abbreviations: MV, mechanical ventilation; CRRT, continuous renal replacement therapy; ICU, intensive care unit; RBC, red blood cell; WBC, white blood cell; LDH, lactate dehydrogenase.
Univariate and Multivariable Regression Analyses of Factors Associated with Death
| Variables | Univariate | Multivariable | ||
|---|---|---|---|---|
| HR (95% CI) | P-value | HR (95% CI) | P-value | |
| Age (years) | 0.99 (0.97–1.01) | 0.166 | ||
| Sex | 0.475 | 0.050 | ||
| Male | Reference | Reference | ||
| Female | 0.79 (0.40–1.52) | 0.43 (0.19–1.00) | ||
| Body mass index (kg/m2) | 0.96 (0.89–1.04) | 0.313 | ||
| SOFA score | 1.04 (0.96–1.12) | 0.362 | ||
| Charlson comorbidity index | 1.06 (0.95–1.19) | 0.287 | ||
| Tracheostomy | 0.35 (0.18–0.68) | 0.002 | ||
| Reasons for ICU admission | 0.410 | 0.024 | ||
| Pneumonia | Reference | Reference | ||
| Sepsis | 0.35 (0.12–1.03) | 0.32 (0.10–1.08) | ||
| Respiratory disorders | 0.56 (0.15–2.11) | 1.77 (0.36–8.66) | ||
| Cardiovascular disorders | 0.48 (0.14–1.64) | 0.15 (0.03–0.66) | ||
| Post-cardiac arrest care | 0.20 (0.04–1.14) | 0.53 (0.07–3.86) | ||
| Neurological disorders | 0.45 (0.08–2.68) | 0.79 (0.11–5.59) | ||
| Exudate vs transudate | 0.048 | |||
| Transudate | Reference | |||
| Exudate | 2.62 (1.01–6.80) | |||
| PaO2/FiO2 ratio | 0.728 | |||
| >200 | Reference | |||
| ≤200 | 0.78 (0.40–1.51) | |||
| ≤100 | 1.04 (0.36–3.02) | |||
| Vasopressors | 0.003 | 0.002 | ||
| No | Reference | Reference | ||
| Yes | 2.78 (1.41–5.47) | 3.81 (1.65–8.81) | ||
| CRRT | <0.001 | <0.001 | ||
| No | Reference | Reference | ||
| Yes | 3.11 (1.66–5.81) | 5.48 (2.29–13.12) |
Notes: The multivariable Cox regression analysis was adjusted for age, sex, body mass index, SOFA score, Charlson comorbidity index, tracheostomy, reasons for ICU admission, exudate vs transudate, PaO2/FiO2 ratio, vasopressors, and CRRT.
Abbreviations: HR, hazard ratio; CI, confidence interval; SOFA, Sequential Organ Failure Assessment; ICU, intensive care unit; CRRT, continuous renal replacement therapy.
Figure 1Kaplan-Meier survival analyses (A) according to continuous renal replacement therapy (CRRT, p<0.001) and (B) the presence of transudate or exudate (p=0.039).
Figure 2Changes in the PaO2/FiO2 ratio and vasopressor dose after pleural drainage. Changes are shown for (A) the PaO2/FiO2 ratio (p=0.931), (B) the vasopressor dose (p=0.011), (C) the PaO2/FiO2 ratio according to mortality, and (D) the vasopressor dose according to mortality. *p<0.001, the PaO2/FiO2 ratio was significantly different between baseline and day 1 (D1). **p=0.03, the vasopressor dose was significantly different between baseline and D1. ***p=0.102, the PaO2/FiO2 ratios on day 3 were 263 (±100) among survivors and 229 (±104) among non-survivors. ****p=0.011, the vasopressor doses on day 3 were 0.01 (±0.04) µg/kg/min among survivors and 0.08 (±0.18) µg/kg/min among non-survivors.