| Literature DB >> 36102158 |
Sabria Al-Hashami1, Faryal Khamis2, Maha Al-Yahyay1, Samata Al-Dowaiki2, Louza Al-Mashaykhi1, Huda Al-Khalili3, Juhi Chandwani3, Issa Al-Salmi4, Ibrahim Al-Zakwani5.
Abstract
BACKGROUND: Severe acute respiratory syndrome coronavirus 2 infection can be severe and fatal due to cytokine storm. Therapeutic plasma exchange (TPE) potentially mitigates the harmful effects of such cytokines. We investigated the use of TPE, as rescue therapy, in patients with severe Coronavirus disease 2019 (COVID-19) infection. STUDY DESIGN AND METHODS: A retrospective analysis on COVID-19 patients admitted to the intensive care unit and treated with TPE from April 17, 2020 to July 2, 2020. This group was compared with COVID-19 patients who received standard therapy without TPE. The following outcomes were analyzed: changes in laboratory parameters, length of hospital stay (LOS), days on mechanical ventilation, mortality at days 14 and overall mortality.Entities:
Keywords: COVID-19; acute respiratory distress syndrome; blood purification; plasma exchange; pneumonia; severe acute respiratory syndrome coronavirus 2
Year: 2022 PMID: 36102158 PMCID: PMC9538054 DOI: 10.1002/jca.22011
Source DB: PubMed Journal: J Clin Apher ISSN: 0733-2459 Impact factor: 2.605
Laboratory parameters of the entropy‐balancing matched therapeutic plasma exchange (TPE) cohort during hospital admission
| Investigation, normal range, units | Day 0, mean ± SD (nonmissing numbers) | Day 3, mean ± SD (nonmissing numbers) | Day 7, mean ± SD (nonmissing numbers) | Trend |
|---|---|---|---|---|
| ALC, normal: 1.2‐4 × 109/L | 1.5 ± 1.6 (38/38) | 2.2 ± 2.6 (38/38) | 2.6 ± 4.7 (32/38) | .082 |
| ANC, normal: 1‐5 × 109/L | 10.2 ± 5.1 (38/38) | 9.7 ± 4.9 (38/38) | 10.0 ± 5.6 (32/38) | .641 |
| LDH, normal: 120‐246 U/L | 652 ± 412 (38/38) | 514 ± 816 (26/38) | 578 ± 885 (22/38) | .348 |
| CRP, normal: 0‐5 mg/dl | 96 ± 106 (31/38) | 37 ± 41 (29/38) | 44 ± 65 (22/38) | .002 |
| Total protein, normal: 57‐82 g/L | 55.9 ± 6.9 (32/38) | 51.8 ± 4.1 (25/38) | 63.4 ± 29.1 (20/38) | .211 |
| Total bilirubin, normal: 5‐21 μmol/L | 18 ± 16 (32/38) | 22 ± 22 (25/38) | 16 ± 10 (20/38) | .164 |
| Albumin, normal: 32‐48 g/L | 33 ± 4.2 (28/38) | 32 ± 4.8 (19/38) | 34 ± 4.1 (16/38) | .339 |
| ALT, normal: 10‐49 IU/L | 113 ± 93 (33/38) | 61 ± 34 (26/38) | 63 ± 46 (20/38) | .584 |
| AST, normal: 0–34 IU/L | 93 ± 73 (22/38) | 64 ± 35 (18/38) | 47 ± 22 (11/38) | .494 |
| Urea, normal: 2.5‐7 mmol/L | 10.7 ± 7.3 (38/38) | 12.3 ± 11.5 (38/38) | 13.1 ± 11.1 (33/38) | .082 |
| Creatinine, normal: 48‐84 μg/L | 106 ± 102 (38/38) | 111 ± 122 (38/38) | 118 ± 111 (33/38) | .616 |
| Ferritin, normal: 13‐150 μg/L | 1411 ± 1142 (36/38) | 516 ± 342 (25/38) | 724 ± 659 (19/38) | <.001 |
| IL‐6, normal: 0–7 pg/mL | 1400 ± 1874 (31/38) | 537 ± 751 (18/38) | 271 ± 394 (15/38) | .013 |
| PTT, normal: 9.8‐11.9 s | 11.1 ± 1.0 (37/38) | 11.0 ± 0.7 (33/38) | 10.7 ± 0.9 (23/38) | .087 |
| aPTT, normal: 26.4‐38.9 s | 43 ± 35 (37/38) | 33 ± 5.4 (33/38) | 33 ± 7.5 (23/38) | .051 |
| Fibrinogen, normal: 1.6‐4 g/L | 4.3 ± 4.3 (37/38) | 3.1 ± 1.5 (33/38) | 4.4 ± 212 (23/38) | .032 |
| D‐dimer, normal: 0.1‐0.5 μg/L | 6.3 ± 7.9 (33/38) | 3.4 ± 2.5 (22/38) | 4.3 ± 4.4 (15/38) | .094 |
Abbreviations: ALC, absolute lymphocyte count; ALT, alanine transminase; ANC, absolute neutrophil count; aPTT, activate partial thromboplastin time; AST, aspartate aminotransferase; CRP, C‐reactive protein; IL‐6, interleukin 6; LDH, lactate dehydrogenase; PTT, partial thromboplastin time.
Note: The analyses were performed using the repeated measures analysis of variance (ANOVA) and the P values for the differences over time were corrected using the Greenhouse‐Geiser correction factor.
Sample size, number of treated and comparison subjects, standardized mean differences (SMD) as well as variance ratios (VR) of the various matching methods
| Matching method | N | TPE | No TPE | SMD | VR | SMD >0.1 | SMD >0.25 |
|---|---|---|---|---|---|---|---|
| 1. Augmented inverse probability weighting | 80 | 38 | 42 | 0.05 | 0.91 | 11 | 4 |
| 2. Inverse probability weighting | 80 | 38 | 42 | 0.05 | 0.91 | 11 | 4 |
| 3. Inverse probability weighting RA | 80 | 38 | 42 | 0.05 | 0.91 | 11 | 4 |
| 4. Nearest‐neighbor matching | 80 | 38 | 42 | 0.05 | 0.91 | 11 | 4 |
| 5. Mahalanobis‐distance matching | 80 | 38 | 42 | 0.05 | 0.89 | 9 | 5 |
| 6. Propensity‐score matching | 80 | 38 | 42 | 0.02 | 1.00 | 17 | 10 |
| 7. Entropy balancing | 80 | 38 | 42 | 0.03 | 0.89 | 8 | 1 |
Note: The covariates in the logistic regression model (in which TPE was the dependent variable) included age, sex, obesity, diabetes mellitus, hypertension, chronic kidney disease, ferritin levels on admission, SOFA scores on admission, APACHI II scores on admission, Horowitz scores for lung function, C‐reactive protein on admission, lactate dehydrogenase on admission, D‐dimer levels on admission, anakinra, tocilizumab, hydroxycholorquine, steroid, convalescent plasma, days of illness prior to admission.
Abbreviations: TPE, therapeutic plasma exchange; RA, regression adjustment.
The four variables included age, sex, diabetes mellitus, and days of illness prior to admission.
The five variables included SOFA scores, Horowitz scores, days of illness prior to admission, tocilizumab, and steroid.
The 10 variables included age, hypertension, SOFA scores, APACHI II scores, Horowitz scores, days of illness prior to admission, hydroxychloroquine, tocilizumab, steroid, and convalescent plasma.
The one variable was tocilizumab.
Covariate balance across therapeutic plasma exchange (TPE) and comparison groups before and after entropy balancing matching method
| Characteristic, mean | Original sample | Matched sample | ||||
|---|---|---|---|---|---|---|
| TPE | SMD | TPE | SMD | |||
| Yes | No | Yes | No | |||
| Age, years | 49.11 | 50.83 | −0.12 | 50.05 | 50.42 | −0.03 |
| Male gender | 0.89 | 0.83 | 0.18 | 0.88 | 0.84 | 0.10 |
| Obesity | 0.11 | 0.14 | −0.11 | 0.10 | 0.15 | −0.15 |
| Diabetes mellitus | 0.45 | 0.48 | −0.06 | 0.46 | 0.46 | 0.01 |
| Hypertension | 0.37 | 0.40 | −0.07 | 0.37 | 0.39 | −0.04 |
| Chronic kidney disease | 0.08 | 0.05 | 0.13 | 0.06 | 0.06 | 0.00 |
| Ferritin levels on admission, μg/L | 1800.13 | 1689.74 | 0.05 | 1677.36 | 1687.31 | 0.00 |
| SOFA scores on admission | 5.68 | 7.95 | −0.62 | 6.41 | 7.34 | −0.25 |
| APACHI II scores on admission | 17.18 | 19.67 | −0.31 | 17.99 | 19.07 | −0.13 |
| Horowitz scores for lung function | 105.95 | 124.60 | −0.27 | 110.44 | 121.39 | −0.16 |
| C‐reactive protein on admission, mg/dL | 136.53 | 145.14 | −0.10 | 141.33 | 143.67 | −0.03 |
| Lactate dehydrogenase on admission, U/L | 593.79 | 634.74 | −0.13 | 599.10 | 620.12 | −0.07 |
| D‐dimer levels on admission, μg/L | 5.96 | 7.87 | −0.14 | 6.46 | 6.93 | −0.03 |
| Days of illness prior to admission | 5.87 | 8.14 | −0.56 | 6.62 | 7.58 | −0.24 |
| Anakinra | 0.11 | 0.14 | −0.11 | 0.11 | 0.13 | −0.06 |
| Tocilizumab | 0.76 | 0.45 | 0.66 | 0.66 | 0.53 | 0.26 |
| Hydroxycholorquine | 0.76 | 0.71 | 0.11 | 0.77 | 0.71 | 0.12 |
| Steroid | 0.79 | 0.60 | 0.43 | 0.73 | 0.66 | 0.16 |
| Convalescent plasma | 0.68 | 0.76 | −0.17 | 0.69 | 0.74 | −0.11 |
Note: The covariates in the logistic regression model (in which TPE was the dependent variable) included age, sex, obesity, diabetes mellitus, hypertension, chronic kidney disease, ferritin levels on admission, SOFA scores on admission, APACHI II scores on admission, Horowitz scores for lung function, C‐reactive protein on admission, lactate dehydrogenase on admission, D‐dimer levels on admission, anakinra, tocilizumab, hydroxycholorquine, steroid, convalescent plasma, days of illness prior to admission.
SMD value above 0.1.
SMD value above 0.25.
Clinical outcome characteristics of the study cohort stratified by therapeutic plasma exchange (TPE)
| Outcome, median (IQR) unless specified otherwise | Before entropy‐balancing matching | After entropy‐balancing matching | ||||||
|---|---|---|---|---|---|---|---|---|
| All | TPE |
| All | TPE |
| |||
| (N = 95) | No (n = 50) | Yes (n = 45) | (N = 80) | No (n = 42) | Yes (n = 38) | |||
| Total LOS, days | 17 (11‐29) | 13 (9–20) | 22 (15‐36) | <.001 | 18 (12‐30) | 14 (10‐25) | 23 (15‐36) | .002 |
| Stay in ICU, days | 12 (8‐24) | 9 (6‐12) | 16 (11‐28) | <.001 | 12 (8‐25) | 9 (5‐12) | 16 (11‐30) | <.001 |
| Inotropes stopped | 27 (36%) | 10 (20%) | 17 (71%) | <.001 | 22 (37%) | 9 (21%) | 13 (72%) | <.001 |
| Days on ventilatory support | 10 (6‐19) | 8 (4‐11) | 14 (9‐25) | <.001 | 10 (6‐21) | 8 (4‐11) | 14 (9‐28) | <.001 |
| Mortality, n (%) | ||||||||
| 14‐day | 20 (21%) | 14 (28%) | 6 (13%) | .080 | 13 (16%) | 10 (24%) | 3 (7.9%) | .071 |
| 28‐day cumulative | 26 (27%) | 17 (34%) | 9 (20%) | .126 | 18 (23%) | 13 (31%) | 5 (13%) | .066 |
| Total all‐cause | 29 (31%) | 17 (34%) | 12 (27%) | .438 | 21 (26%) | 13 (31%) | 8 (21%) | .315 |
Abbreviations: ICU, intensive care unit; IQR, interquartile range; LOS, hospital length of stay.
Inotrope changes were applicable to only 74 and 70 patients before and after entropy‐balancing matching.