| Literature DB >> 35280903 |
Eleftherios Markatis1, Garifallia Perlepe2, Andreas Afthinos1, Konstantinos Pagkratis1, Charalampos Varsamas2, Eleftheria Chaini1, Ilias C Papanikolaou1, Konstantinos I Gourgoulianis2.
Abstract
Background: Data regarding the prognostic significance of pleural effusion (PE) are scarce. Objective: Explore the impact of PE on mortality among hospitalized patients.Entities:
Keywords: hospitalized patients (inpatients); mortality; pleural effusion; prognostic factors; survival
Year: 2022 PMID: 35280903 PMCID: PMC8907663 DOI: 10.3389/fmed.2022.828783
Source DB: PubMed Journal: Front Med (Lausanne) ISSN: 2296-858X
Demographics and characteristics of pleural effusions (n = 508).
| Age (years) | 78, range 67–85 |
| Male | 292 (57.48%) |
| Smoking | 298 (58.66%) |
| Charlson comorbidity index | 5, range 3–5.5 |
| Apache score | 10, range 7–15 |
| Sofa score | 2, range 1–3 |
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| Pulmonary department | 312 (61.42%) |
| Internal medicine | 108 (21.26%) |
| Surgical department | 40 (7.87%) |
| Cardiology department | 36 (7.09%) |
| Intensive care unit | 12 (2.36%) |
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| Heart failure | 10 |
| Malignant pleural effusion | 8 |
| Pleural infection | 10 |
| Organ failure | 10.5 |
| Pulmonaty embolism | 12 |
| Connective tissue diseases | 8.5 |
| Tuberculosis | 12.5 |
| Other exudates | 10 |
| Multiple benign etiologies | 13 |
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| Thorax | 278 (54.7%) |
| Abdominal | 92 (18.1%) |
| CTPA | 78 (15.35%) |
| Thorax & abdominal | 60 (11.81%) |
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| Unilateral | 255 (50.2%) |
| Bilateral | 253 (49.8%) |
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| Small | 277 (54.53%) |
| Medium | 138 (27.17%) |
| Large | 93 (18.31%) |
| Thoracentesis | 201 (39.57%) |
| Transudate | 41 (20.4%) |
| Exudate | 160 (79.6%) |
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| Heart failure | 158 (31.1%) |
| Malignant pleural effusion | 112 (22.05%) |
| Pleural infection | 90 (17.72%) |
| Organ failure | 44 (8.66%) |
| Other exudates | 37 (7.28%) |
| Pulmonary embolism | 24 (4.72%) |
| Multiple benign etiologies | 23 (4.53%) |
| Connective tissue diseases | 16 (3.15%) |
| Tuberculosis | 4 (0.79%) |
CTPA, computed tomography pulmonary angiography,
post coronary artery bypass graft, post-surgery, pancreatic disease, abdominal abscess, hemothorax, drug related, undiagnosed.
Comparative characteristics of subjects based on short and long-term outcome.
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| Age years | 75 (65–84) | 83 (72–88) | 73 (60–82) | 79 (71–85) |
| In hospital days | 10 (6–15) | 10.5 (7–17.25) | 10 (6–15) | 10 (6–15) |
| CCI | 4.0 (3–5) | 5.0 (5–6) | 4 (2–5) | 5 (4–6) |
| APACHE II score | 10.0 (5–13) | 15.0 (13.75–19) | 8 (4–12) | 10 (7–15) |
| SOFA score | 1.0 (1–3) | 3.0 (3–4.25) | 1 (1–2) | 2 (1–3) |
| Male sex | 223 (57) | 68 (60) | 143 (56) | 80 (59) |
| Smoking | 224 (57) | 73 (64) | 146 (57) | 78 (57) |
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| Small | 218 (55) | 57 (50) | 158 (62) | 62 (46) |
| Moderate | 109 (28) | 29 (25.5) | 68 (26) | 40 (29) |
| Large | 66 (17) | 28 (24.5) | 31 (12) | 34 (25) |
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| Thorax wo contrast | 142 (36) | 53 (46) | 91 (36) | 51 (38) |
| Thorax with contrast | 115 (29) | 27 (24) | 77 (30) | 38 (28) |
| CTPA | 71 (18) | 7 (6) | 50 (19) | 21 (15) |
| Abdomen | 65 (17) | 27 (24) | 39 (15) | 26 (19) |
| Unilateral /bilateral | 215 (55) | 33 (29) | 140 (54) | 82 (60) |
| 178 (45) | 81 (71) | 117 (46) | 54 (40) | |
| Loculation | 131 (33) | 32 (28) | 82 (32) | 49 (36) |
| Thoracentesis | 168 (43) | 33 (29) | 101 (39) | 67 (49) |
| Exudate/transudate | 138 (82) | 21 (64) | 85 (84) | 54 (80) |
| 30 (18) | 12 (36) | 16 (16) | 13 (20) | |
Continuous variables are depicted as median with interquartile range (25–75) in parenthesis and categorical outcomes as absolute n with% frequency in parenthesis. Charlson comorbidity index, APACHE II and SOFA scores are presented in this table as continuous variables. CCI, Charlson comorbidity index; CT, computed tomography; CTPA, computed tomography pulmonary angiography; PPE, parapneumoic effusion; CTD, connective tissue disease; APACHE II, acute physiology and chronic health evaluation; SOFA, sequential organ failure assessment.
Figure 1Percent mortality based on the distribution and size of the PE. Patients with large effusions exhibited higher mortality than patients with small effusions, while patients with bilateral effusions exhibited higher mortality than patients with unilateral effusions.
Figure 2Percent mortality based on the diagnosis of the PE. Short-term mortality was higher for pleural effusions secondary to organ failure, while patients with MPEs experienced the worst prognosis at 1 year.
Univariate predictors of mortality at 1 month.
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| 1–2 vs. 0–1 | 7.636 | 2.962–19.681 | <0.001 |
| 2–3 vs. 0–1 | 22.782 | 9.056–57.314 | <0.001 |
| 3–4 vs. 0–1 | 28.597 | 10.925–74.855 | <0.001 |
| 4–5 vs. 0–1 | 27.908 | 9.882–78.814 | <0.001 |
| >5 vs. 0–1 | 36.117 | 11.095–117.573 | <0.001 |
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| 10–14 vs. 0–4 | 19.563 | 2.615–146.352 | 0.004 |
| 15–19 vs. 0–4 | 76.5 | 10.297–568.342 | <0.001 |
| 20–24 vs. 0–4 | 130.768 | 16.151–1058.793 | <0.001 |
| 25–29 vs. 0–4 | 425 | 23.04–7839.536 | <0.001 |
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| 1.53 | 1.319–1.776 | <0.001 |
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| 3.061 | 1.957–4.788 | <0.001 |
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| 1.048 | 1.028–1.068 | <0.001 |
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| 1.627 | 0.958–2.761 | 0.072 |
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| 0.271 | 0.103–0.711 | 0.008 |
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| 0.539 | 0.343–0.846 | 0.01 |
Significant variables associated with mortality were age, CCI, APACHE score, SOFA score, and bilateral distribution. OR, Odds Ratio; CIs, confidence intervals.
Multivariate predictors of mortality.
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| Age | 1.05 | 1.035–1.066 | <0.001 |
| Charlson index | 1.53 | 1.319–1.776 | <0.001 |
| Apache 15–19 vs. 0–4 | 2.912 | 1.604–5.286 | <0.001 |
| Apache 20–24 vs. 0–4 | 4.277 | 1.686–10.847 | 0.002 |
| Apache 25–29 vs. 0–4 | 17.074 | 1.741–167.42 | 0.015 |
| Sofa 1–2 vs. 0–1 | 5.129 | 1.942–13.545 | 0.001 |
| Sofa 2–3 vs. 0–1 | 9.824 | 3.589–26.89 | <0.001 |
| Sofa 3–4 vs. 0–1 | 9.726 | 3.3–28.666 | <0.001 |
| Sofa 4–5 vs. 0–1 | 8.419 | 2.604–27.217 | <0.001 |
| Sofa>5 vs. 0–1 | 9.883 | 2.582–37.832 | 0.001 |
| Bilateral | 2.07 | 1.235–3.471 | 0.006 |
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| Charlson index | 1.303 | 1.059–1.604 | 0.012 |
| Apache 15–19 vs. 0–4 | 2.96 | 1.617–5.419 | <0.001 |
| Apache 20–24 vs. 0–4 | 7.675 | 2.426–24.279 | 0.001 |
| Sofa 2–3 vs. 0–1 | 2.37 | 1.264–4.444 | 0.007 |
| Sofa 3–4 vs. 0–1 | 3.157 | 1.406–7.09 | 0.005 |
| Other exudate vs. MPE | 0.077 | 0.027–0.219 | <0.001 |
| HF vs. MPE | 0.091 | 0.039–0.212 | <0.001 |
| Organ failure vs. MPE | 0.093 | 0.032–0.268 | <0.001 |
| Pulmonary embolism vs. MPE | 0.094 | 0.025–0.35 | <0.001 |
| Multiple benign vs. MPE | 0.119 | 0.035–0.407 | 0.001 |
| PPE vs. MPE | 0.182 | 0.088–0.378 | <0.001 |
| Bilateral | 1.868 | 0.989–3.529 | 0.054 |
| Age | 1.026 | 0.999–1.054 | 0.063 |
| Large vs. small | 1.771 | 0.955–3.287 | 0.07 |
Age, CCI, APACHE score, SOFA score, and bilateral distribution were associated with mortality in 1 month, while CCI, APACHE score, SOFA score, and malignant etiology were associated with mortality in 1 year. OR, Odds Ratio; CIs, confidence intervals; HF, heart failure; MPE, malignant pleural effusion; PPE, parapneumonic pleural effusion.
Univariate predictors of mortality at 1 year.
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| 1–2 vs. 0–1 | 2.464 | 1.506–4.031 | <0.001 |
| 2–3 vs. 0–1 | 6.783 | 3.846–11.965 | <0.001 |
| 3–4 vs. 0–1 | 10.577 | 5.123–21.46 | <0.001 |
| 4–5 vs. 0–1 | 8.584 | 3.807–19.355 | <0.001 |
| >5 vs. 0–1 | 5.519 | 2.115–14.401 | <0.001 |
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| 5–9 vs. 0–4 | 1.981 | 1.047–3.745 | 0.036 |
| 10–14 vs. 0–4 | 2.829 | 1.553–5.155 | 0.001 |
| 15–19 vs. 0–4 | 11.363 | 5.827–22.156 | <0.001 |
| 20–24 vs. 0–4 | 25.566 | 7.991–81.79 | <0.001 |
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| 1.59 | 1.41–1.794 | <0.001 |
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| 2.617 | 1.599–4.281 | <0.001 |
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| 1.05 | 1.035–1.066 | <0.001 |
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| 0.368 | 0.217–0.622 | <0.001 |
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| 0.175 | 0.095–0.321 | <0.001 |
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| 0.092 | 0.031–0.269 | <0.001 |
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| 0.081 | 0.021–0.303 | <0.001 |
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| 0.129 | 0.056–0.3 | <0.001 |
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| 0.373 | 0.187–0.747 | 0.005 |
Significant variables associated with mortality were age, CCI, APACHE score, SOFA score, large size, and malignant etiology. OR, Odds Ratio; Cis, confidence intervals; HF, heart failure; MPE, malignant pleural effusion; PPE, parapneumonic pleural effusion; CTD, connective tissue disease; CTPA, CT pulmonary angiogram.
Transudates vs. exudates (excluding MPEs) on mortality.
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| Exudate vs. Transudate | 0.209 | 0.075–0.585 | 0.003 |
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| Exudate vs. Transudate | 0.219 | 0.098–0.488 | <0.001 |
Exudates excluding MPEs exhibited a survival benefit at both 1-month and 1-year observations. OR, Odds Ratio; CIs, confidence intervals.
Prognostic characteristics of survival in subjects with Malignant pleural effusions.
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| Age | 72 (67–81) | 1.015 | 0.9885–1.043 | ns |
| Female sex | 36 (32) | 1.092 | 0.5813–1.964 | ns |
| Smoking | 84 (76) | 0.97 | 0.4792–1.941 | ns |
| Unilateral/Bilateral PE | 92 (83)/19 (17) | 3.49 | 1.700–6.969 | 0.0005 |
| Small/moderate/large PE | 25 (22)/44 (40)/42 (38) | 0.76 | 0.4613–1.253 | ns |
| APACHE II score | 10 (5–15) | 1.06 | 1.005–1.125 | 0.035 |
| SOFA score | 2 (1–3) | 0.86 | 0.6845–1.056 | ns |
| CCI | 4 (4–5) | 1.12 | 0.9076–1.385 | ns |
| In-hospital days | 8 (5–15) | |||
| Survival days from diagnosis | 100 (39–339) |
Continuous variables are presented as median (interquartile range) and categorical outcomes as absolute n (% frequency). Survival analysis is performed using Cox proportional hazards regression (significant p < 0.05). PE, pleural effusion; APACHE II, acute physiology and chronic health evaluation; SOFA, sequential organ failure assessment; CCI, Charlson comorbidity index.
Figure 3Kaplan Meier survival curves at 1 month and 1 year by (A,B) distribution of PE. In both time periods, the presence of bilateral pleural effusion was associated with lower survival probability. (C,D) size of PE. In both time periods, the presence of large pleural effusion was associated with lower survival probability. (E,F) diagnosis of PE. Short-term survival is lower for patients with pleural effusions secondary to organ failure (heart, liver, renal) and multiple benign etiologies, while long-term survival is worse for patients with MPE. HF, heart failure; MPE, malignant pleural effusion; PPE, parapneumonic pleural effusion; CTD, connective tissue disease; Emb, pulmonary embolism; OF, organ failure; Exud, other exudate; TB, tuberculosis.