| Literature DB >> 34970556 |
Wenwen Hu1, Jing Zhang1, Meifang Wang2, Wei Chen3, Lin Chai4, Elaine Lai-Han Leung5, Yijun Tang2.
Abstract
Background: The use of extracorporeal membrane oxygenation (ECMO) to support critically ill patients with cardiorespiratory dysfunction has increased over the last decades. However, hemorrhagic complications occur frequently during ECMO support, and this has a significant impact on morbidity and mortality. Thus, this study aimed to identify the risk factors for hemorrhage in patients receiving ECMO.Entities:
Keywords: bleeding; blood transfusion; complication; extracorporeal membrane oxygenation; hemorrhage
Year: 2021 PMID: 34970556 PMCID: PMC8712870 DOI: 10.3389/fmed.2021.731106
Source DB: PubMed Journal: Front Med (Lausanne) ISSN: 2296-858X
Demographics and clinical characteristics of patients.
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| Age, years | 48.5 ± 11.7 | 48.0 ± 14.6 | 0.899 |
| Gender | 0.231 | ||
| Male | 12 (66.7%) | 34 (81.0%) | |
| Female | 6 (33.3%) | 8 (19.0%) | |
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| Hypertension | 9 (50.0%) | 13 (40.1%) | 0.161 |
| Diabetes | 2 (11.1%) | 2 (4.8%) | 0.576 |
| Preexisting Cardiac Disorder | 8(44.4%) | 12 (28.6%) | 0.232 |
| Chronic Obstructive Pulmonary Diseases | 3 (16.7%) | 1 (2.4%) | 0.077 |
| Chronic Kidney Diseases | 2 (11.1%) | 0 (0) | 0.086 |
| Cancer | 1 (5.6%) | 1 (2.4) | 0.514 |
| Anti-platelet or anticoagulant history | 7 (38.9%) | 15 (35.7%) | 0.859 |
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| Cardiogenic Shock | 7 (38.9%) | 25 (59.5%) | 0.142 |
| Respiratory failure | 4(22.2%) | 2 (4.8%) | 0.060 |
| Infectious shock | 3 (16.7%) | 1(2.4%) | 0.077 |
| Traumatic shock | 2 (11.1%) | 5 (11.9%) | 1.000 |
| Electrical injury | 0 (0) | 2 (4.8%) | 1.000 |
| Intoxication | 0 (0%) | 1 (2.4%) | 1.000 |
| Aortic dissection | 1 (5.6%) | 3 (7.1%) | 1.000 |
| Others | 1 (5.6%) | 3 (7.1%) | 1.000 |
| APACHE II | 26.2 ± 7.1 | 24.9 ± 10.2 | 0.621 |
| Body temperature pre-ECMO, °C | 36.8 | 37.1 | 0.598 |
| Time from onset to ECMO initiation, h | 9.0 (5.0–19.25) | 3.0 (1.0–6.5) | 0.002 |
| Duration of ECMO support, h | 141.3 (72.0–288.0) | 27.3 (8.8–87.5) | 0.001 |
| Mode | 0.008 | ||
| V-V ECMO | 5 (27.8%) | 1 (2.4%) | |
| V-A ECMO | 13 (72.2%) | 41 (97.6%) | |
| ECMO combined with CRRT | 5 (27.7%) | 6 (14.3%) | 0.216 |
| Outcome | 0.389 | ||
| Mortality | 14 (77.8%) | 28 (66.7%) | |
| Discharge | 4 (22.2%) | 14 (33.3%) | |
Data are mean ± standard, median (IQR), n (%). P-values were calculated by Mann-Whitney U-test, χ
P-value < 0.05.
Hemorrhage-related organ function before the ECMO initiation.
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| Cardiac arrest | 8 (44.4%) | 19 (45.2%) | 0.955 |
| Pulmonary infection | 7 (38.9%) | 4 (9.5%) | 0.012 |
| Liver injury | 10 (55.6%) | 28 (66.7%) | 0.413 |
| Renal injury | 7 (38.9%) | 8 (19.0%) | 0.104 |
Data are n (%).
P-value < 0.05.
Laboratory characteristics of patients.
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| White blood cell count, × 109/L | 15.5 (13.1–21.2) | 12.0 (8.8–18.3) | 0.084 |
| Neutrophil count, × 109/L | 11.8 (10.9–15.1) | 11.0 (7.4–14.1) | 0.283 |
| Lymphocyte count, × 109/L | 2.0 (1.4–3.8) | 1.7 (0.8–3.1) | 0.545 |
| Red blood cell count, × 1012/L | 4.19 (3.86–4.75) | 4.43 (4.21–4.93) | 0.019 |
| Hemoglobin, g/L | 125.0 (113.5–137.0) | 144.0 (135.8–161.8) | 0.092 |
| Platelet count, × 109/L | 138.4 ± 48.4 | 183.1 ± 68.5 | 0.003 |
| ESR, mm/h | 34.5 (23.3–68.0) | 8.0 (3.3–42.4) | 0.013 |
| Alanine aminotransferase, IU/L | 118.0 (46.5–256.3) | 36.5 (14.5–201.5) | 0.045 |
| Aspartate aminotransferase, IU/L | 181.5 (62.0–388.8) | 114.0 (51.8–565.5) | 0.821 |
| Serum creatinine, μ mol/L | 198.7 (145.9–239.4) | 111.6 (89.4–158.3) | 0.191 |
| Lactate dehydrogenase, IU/L | 675.5 (279.8–1,380.5) | 595 (404.8–1,340.5) | 0.463 |
| Creatine kinase, IU/L | 1,201.5 (329.5–1,659.3) | 998.0 (356–2,325.5) | 0.634 |
| α-HBDH | 357.0 (222.5–900.8) | 332.5 (214.8–655.0) | 0.711 |
| Albumin, g/L | 28.5 (24.0–31.2) | 32.1 (25.5–36.8) | 0.223 |
| APTT, s | 71.3 (44.1–105.9) | 39.9 (29.7–58.8) | 0.015 |
| PT, s | 25.9 (18.7–29.2) | 12.1 (9.3–15.5) | 0.578 |
| D-Dimer, μ g/ml | 4.0 (0.7–10.5) | 1.8 (0.8–14.7) | 0.503 |
| Fibrinogen, g/L | 3.1 (2.6–4.7) | 2.9 (2.2–3.6) | 0.242 |
| PH | 7.208 (7.106–7.242) | 7.226 (7.129–7.257) | 0.519 |
| PaO2, mmHg | 68.6 (45.0–72.5) | 73.2 (64.0–82.0) | 0.103 |
| PaCO2, mmHg | 63.6 (47.5–69.8) | 59.5 (47.5–84.6) | 0.217 |
| Lactate, mmol/L | 8.73 (4.88–11.10) | 7.70 (5.0–9.6) | 0.384 |
Data are mean ± standard, median (IQR). P-values were calculated by Mann-Whitney U-test, χ
P-value < 0.05.
Logistic regression analysis for the related factors predicting hemorrhage.
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| Duration of ECMO support, h | 0.059 | 0.022 | 7.258 | 1.061 | 1.016–1.107 | 0.007 |
| APTT, s | 0.087 | 0.037 | 5.461 | 1.091 | 1.014–1.174 | 0.019 |
| Platelet count, × 109/L | −0.044 | 0.018 | 5.928 | 0.957 | 0.924–0.992 | 0.015 |
B, partial regression coefficients; S.E., standard error; OR, odds ratios; CI, confidence interval.
Figure 1Forest plot.
Figure 2ROC curves of logistic model.
ROC curve analysis and characteristic parameters.
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| Duration of ECMO support, h | 0.884 | 0.043 | 0.000 | 0.800~0.968 |
| APTT, s | 0.817 | 0.060 | 0.000 | 0.699~0.935 |
| Platelet count, ×109/L | 0.751 | 0.063 | 0.002 | 0.627~0.874 |
AUC, The area under the ROC curve.
Cutoff value, sensitivity and specificity of ROC curve.
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| Duration of ECMO support, h | 62.70 | 88.9 | 73.8 |
| APTT, s | 52.30 | 83.3 | 69.0 |
| Platelet count, ×109/L | 38.10 | 54.8 | 83.3 |
Analysis of hemorrhage-related indicators in the hemorrhage group.
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| Max-APTT, s | 77.33 ± 17.28 |
| Min- Platelet count, ×109/L | 61.22 ± 17.38 |
| Min- Hemoglobin, g/L | 81.50 ± 11.36 |
| Last-APTT, s | 64.16 ± 25.07 |
| Last- Platelet count, ×109/L | 96.83 ± 18.42 |
| Last- Hemoglobin, g/L | 93.28 ± 9.77 |
Data are mean ± standard.
Figure 3Column diagram of APTT, PLT and HGB.
Blood transfusions in the whole course of treatment.
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| Plasma, ml | 2,075.0 (900.0~4,281.25) | 1,100.0 (400~2,350.0) | 0.034 |
| PRBC, U | 8.75 (2.0~23.50) | 4.0 (2.0~7.75) | 0.031 |
| Platelet, therapeutic dose | 2.0 (0.75~4.0) | 0 (0~2.0) | 0.07 |
Data are median (IQR).
P-value < 0.05.
Hemorrhage sites and time from ECMO initiation to hemorrhage.
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| Cannula site | 11 (61.1%) |
| Mucosal or dermal hemorrhage | 10 (55.6%) |
| Gastrointestinal hemorrhage | 9 (50.0%) |
| Respiratory hemorrhage | 3 (16.7%) |
| Cerebral hemorrhage | 1 (5.6%) |
| More than one site | 10 (55.6%) |
| Time from ECMO operated to hemorrhage, days | 2.1 ± 0.96 |
Data are mean ± standard and n (%).
Figure 4Hemorrhage sites.