| Literature DB >> 33520337 |
Fátima Higuera-de la Tijera1,2, Alfredo Servín-Caamaño1,3, Daniel Reyes-Herrera1,3, Argelia Flores-López1,3, Enrique J A Robiou-Vivero1,3, Felipe Martínez-Rivera1,3, Victor Galindo-Hernández1,3, Oscar Chapa-Azuela1,4, Alfonso Chávez-Morales1,5, Victor H Rosales-Salyano1,3.
Abstract
BACKGROUND AND AIM: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus responsible for the current pandemic, can have multi-organ impact. Recent studies show that liver injury could be a manifestation of the disease, and that liver disease could also be related to a worse prognosis. Our aim was to compare the characteristics of patients with severe coronavirus disease 2019 (COVID-19) due to SARS-CoV-2 who required intubation versus stable hospitalized patients to identify the early biochemical predictive factors of a severe course of COVID-19 and subsequent requirement for intubation, specifically in Mexican.Entities:
Keywords: Coronavirus disease 2019 (COVID-19); D-dimer; Disease severity; Invasive mechanical ventilation (IMV); Liver enzymes; Multi-organ failure; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
Year: 2021 PMID: 33520337 PMCID: PMC7831761 DOI: 10.1016/j.livres.2021.01.001
Source DB: PubMed Journal: Liver Res
Fig. 1Flow chart of the study design. Abbreviations: IMV, invasive mechanical ventilation; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2.
Main symptoms at admission in patients for COVID-19 (N = 166).
| Symptom | |
|---|---|
| Cough | 151 (91.0) |
| Dyspnea | 148 (89.2) |
| Fever | 130 (78.3) |
| Headache | 121 (72.9) |
| Malaise | 108 (65.1) |
| Anosmia | 110 (66.3) |
| Myalgias | 101 (60.8) |
| Ageusia | 100 (60.2) |
| Diarrhea | 53 (31.9) |
| Articular pain | 52 (31.3) |
Baseline characteristics of patients due to SARS-CoV-2 requiring IMV and stable hospitalized patients without ventilation.
| Variable | Patients required IMV (cases; | Stable hospitalized patients without ventilation (controls; | |
|---|---|---|---|
| Male, | 20 (74.1) | 94 (67.6) | 0.5100 |
| Age, years | 58.6 ± 12.7 | 49.1 ± 12.8 | 0.0010∗ |
| Tobacco consumption, | 7 (25.9) | 26 (18.7) | 0.4300 |
| Alcohol intake, | 3 (11.1) | 13 (9.3) | 0.7300 |
| Diabetes, | 8 (29.6) | 48 (34.5) | 0.8200 |
| Hypertension, | 5 (18.5) | 45 (32.4) | 0.2500 |
| Weight | |||
| Normal, | 11 (40.7) | 45 (32.4) | 0.5300 |
| Obesity, | 16 (59.3) | 94 (67.6) | |
| COPD, | 6 (22.2) | 8 (5.7) | 0.0100∗ |
| Cardiovascular disease, | 3 (11.1) | 10 (7.2) | 0.4500 |
| Chronic liver disease, | 4 (14.8) | 13 (9.3) | 0.3000 |
| Chronic rheumatic disease, | 2 (7.4) | 5 (3.6) | 0.3200 |
| Dyslipidemia, | 9 (33.3) | 17 (12.2) | 0.0200 |
| Chronic kidney disease, | 3 (11.1) | 6 (22.2) | 0.1200 |
| Cancer, | 1 (3.7) | 14 (10.1) | 0.4600 |
| AIDS, | 1 (3.7) | 1 (0.7) | 0.3000 |
| Use of immunosuppressive medication different than steroids, | 2 (7.4) | 6 (4.3) | 0.6200 |
| Chronic use of steroids | |||
| No, | 27 (100) | 133 (95.7) | 0.5500 |
| Low dose, | 0 (0) | 4 (2.9) | |
| High dose, | 0 (0) | 2 (1.4) | |
| Enoxaparin, | 24 (88.9) | 126 (90.6) | 0.7300 |
| Acetaminophen, | 19 (70.4) | 117 (84.2) | 0.1500 |
| Hydroxychloroquine, | 14 (51.9) | 72 (51.8) | 1.0000 |
| Azithromycin, | 22 (81.5) | 108 (77.7) | 0.8000 |
| Cephalosporines, | 11 (40.7) | 83 (59.7) | 0.0700 |
| Steroids, | 2 (7.4) | 19 (13.7) | 0.5300 |
| Oseltamivir, | 4 (14.8) | 31 (22.3) | 0.4500 |
| Basal SpO2, % | 73.5 ± 12.0 | 83.0 ± 6.8 | <0.0001∗ |
| Albumin, g/dL | 3.27 ± 0.52 | 3.48 ± 0.50 | 0.0900 |
| ALT, IU/L | 128 (14–1123) | 33 (8–453) | 0.0030∗ |
| AST, IU/L | 214 (17–1247) | 44 (12–498) | 0.0010∗ |
| Alkaline phosphatase, IU/L | 109.1 ± 74.8 | 96.8 ± 54.4 | 0.3900 |
| GGT, IU/L | 103 (18–1577) | 75 (11–1215) | 0.3500 |
| Direct bilirubin, mg/dL | 0.8 ± 1.7 | 0.3 ± 0.3 | 0.2300 |
| Indirect bilirubin, mg/dL | 0.8 ± 1.1 | 0.5 ± 0.3 | 0.3100 |
| Glucose, mg/dL | 168.2 ± 95.0 | 149.8 ± 97.8 | 0.5400 |
| Urea, mg/dL | 54.7 ± 37.0 | 42.1 ± 37.7 | 0.1400 |
| Creatinine, mg/dL | 1.1 ± 0.7 | 0.9 ± 0.7 | 0.2900 |
| Cholesterol, mg/dL | 102.9 ± 33.8 | 123.0 ± 27.0 | 0.0300 |
| Triglycerides, mg/dL | 142.4 ± 45.8 | 145.7 ± 49.4 | 0.8300 |
| Total proteins, g/dL | 6.5 ± 0.7 | 6.3 ± 1.0 | 0.6000 |
| LDH, IU/L | 764.6 ± 401.9 | 461.0 ± 185.6 | 0.0010∗ |
| Sodium, mmol/L | 128.8 ± 26.8 | 135.8 ± 3.5 | 0.3800 |
| Potassium, mmol/L | 4.2 ± 0.4 | 4.0 ± 0.5 | 0.1900 |
| Chlorine, mmol/L | 102.20 ± 5.04 | 100.60 ± 4.35 | 0.2500 |
| Calcium, mg/dL | 7.80 ± 0.47 | 8.00 ± 0.44 | 0.7700 |
| Phosphorus, mg/dL | 3.2 ± 1.0 | 3.1 ± 0.8 | 0.7500 |
| Magnesium, mg/dL | 2.3 ± 0.3 | 2.2 ± 0.4 | 0.2700 |
| Leukocytes, cells/mm3 | 10.3 ± 5.1 | 8.7 ± 4.5 | 0.2300 |
| Neutrophils, cells/mm3 | 8.9 ± 4.6 | 7.1 ± 4.2 | 0.0900 |
| Lymphocytes, cells/mm3 | 1.0 ± 0.4 | 1.0 ± 0.6 | 0.9900 |
| Hemoglobin, g/dL | 14.7 ± 1.7 | 14.5 ± 2.3 | 0.8200 |
| Red cells distribution width, fl | 14.8 ± 1.4 | 14.2 ± 1.4 | 0.1500 |
| Platelets, cells/μL | 219.7 ± 73.1 | 226.4 ± 86.2 | 0.7700 |
| Mean platelet volume, fL | 8.9 ± 0.9 | 8.4 ± 0.9 | 0.1100 |
| International normalized ratio | 1.1 ± 0.2 | 1.0 ± 0.3 | 0.6300 |
| Fibrinogen, mg/dL | 640.7 ± 207.5 | 608.6 ± 168.9 | 0.5400 |
| D-dimer, ng/mL | 3463 (524–34,227) | 829 (152–41,923) | 0.0030∗ |
| Reactive C protein, mg/L | 210.3 ± 157.4 | 142.7 ± 121.2 | 0.1700 |
| Ferritin, ng/mL | 605 (256–2341) | 662 (32–7500) | 0.9800 |
| Creatine phosphokinase, IU/L | 125 (15–695) | 106 (15–2646) | 0.3600 |
| Myoglobin, ng/mL | 107 (23–625) | 55 (11–1200) | 0.4700 |
| Troponin I, ng/L | 6.8 (1.7–482.5) | 4.6 (1.8–735.8) | 0.4500 |
| CPK-MB, ng/dL | 20 (12–151) | 20 (9–92) | 0.2900 |
| Brain natriuretic peptide, pg/mL | 27 (10–260) | 12 (10–158) | 0.4900 |
Data were expressed as mean ± standard deviation or median (range).
Abbreviations: AIDS, acquired immunodeficiency syndrome; ALT, alanine aminotransferase; AST, aspartate aminotransferase; COPD, chronic obstructive pulmonary disease; CPK-MB, creatine phosphokinase-myocardial band; GGT, gamma-glutamyl transferase; ICU, intensive care unit; IMV, invasive mechanical ventilation; LDH, lactic dehydrogenase; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2.
∗P < 0.05.
Univariate logistic regression analysis of main predictors (at admission) requiring IMV during hospitalization for COVID-19.
| Variable | Patients required IMV (cases; | Stable hospitalized patients without ventilation (controls; | OR | 95% CI | |
|---|---|---|---|---|---|
| Age > 60 years | 11 (40.7) | 20 (14.4) | 4.1 | 1.7–10.1 | 0.0020 |
| COPD | 6 (22.2) | 8 (5.8) | 4.7 | 1.5–14.8 | 0.0100 |
| SpO2 at admission < 90% | 27 (100) | 120 (86.3) | 8.9 | 0.52–151.9 | 0.0500 |
| ALT ≥ 225 IU/L | 11 (40.7) | 1 (0.7) | 94.9 | 11.8–783.8 | <0.0001 |
| AST ≥ 250 IU/L | 12 (44.4) | 1 (0.7) | 110.4 | 13.4–909.2 | <0.0001 |
| LDH ≥ 700 IU/L | 12 (44.4) | 15 (10.8) | 6.2 | 2.5–16.0 | <0.0001 |
| D-dimer ≥ 3500 ng/mL | 13 (48.1) | 13 (9.4) | 7.9 | 3.0–20.2 | <0.0001 |
Data were expressed as number (%).
Abbreviations: ALT, alanine aminotransferase; AST, aspartate aminotransferase; CI, confidence interval; COPD, chronic obstructive pulmonary disease; COVID-19, novel coronavirus disease 2019; IMV, invasive mechanical ventilation; LDH, lactic dehydrogenase; OR, odds ratio; SpO2, blood oxygen saturation.
Multivariate logistic regression analysisa to identify main predictors (at admission) of the risk of requiring IMV during hospitalization for COVID-19.
| Steps of the model | Variable | OR | 95% CI | |
|---|---|---|---|---|
| Step 1 | ALT ≥225 IU/L | 0.000 | 0.000 | 1.0000 |
| AST ≥250 IU/L | 8494945662.2 | 0.000 | 1.0000 | |
| D-dimer ≥ 3500 ng/mL | 4.3 | 1.3–14.6 | 0.0180 | |
| LDH ≥700 IU/L | 2.7 | 0.7–9.7 | 0.1370 | |
| Constant | 0.035 | – | 0.0040 | |
| Step 2 | AST ≥250 IU/L | 40.2 | 4.3–372.2 | 0.0010 |
| D-dimer ≥ 3500 ng/mL | 4.3 | 1.3–14.4 | 0.0200 | |
| LDH ≥700 IU/L | 2.7 | 0.8–9.9 | 0.1260 | |
| Constant | 0.030 | – | 0.0030 | |
| Step 3 | AST ≥250 IU/L | 64.8 | 7.5–560.3 | <0.0001 |
| D-dimer ≥ 3500 ng/mL | 4.1 | 1.2–13.7 | 0.0200 | |
| Constant | 0.044 | – | 0.0050 | |
| Step | Logarithm of verosimility-2 | Cox and Snell’s squared R | Nagelkerke’s squared R | |
| 1 | 98.193 | 0.257 | 0.436 | |
| 2 | 98.452 | 0.255 | 0.434 | |
| 3 | 100.548 | 0.246 | 0.418 | |
Abbreviations: ALT, alanine aminotransferase; AST, aspartate aminotransferase; CI, confidence interval; COVID-19, coronavirus disease 2019; IMV, invasive mechanical ventilation; LDH, lactic dehydrogenase; OR, odds ratio.
Method of successive steps backward (conditional).
The estimate ended in iteration number 20 because the maximum iterations have been reached. The final solution cannot be found.
The estimate ended in iteration number 5 because parameter estimates have changed by less than 0.001.