| Literature DB >> 35915103 |
Hend M Esmaeel1, Heba A Ahmed2, Mahmoud I Elbadry3, Asmaa R Khalaf4, Nesreen A Mohammed5, Hamza A Mahmoud6, Elhaisam M Taha6.
Abstract
There has been growing attention toward the predictive value of the coagulation parameters abnormalities in COVID-19. The aim of the study was to investigate the role of coagulation parameters namely Prothrombin concentration (PC), activated Partial thromboplastin Time (aPTT), D-Dimer (DD), Anti Thrombin III (ATIII) and fibrinogen (Fg) together with hematological, and biochemical parameters in predicting the severity of COVID-19 patients and estimating their relation to clinical outcomes in hospitalized and severe COVID-19 Patients. In a prospective study, a total of 267 newly diagnosed COVID-19 patients were enrolled. They were divided into two groups; hospitalized group which included 144 patients and non-hospitalized group that included 123 patients. According to severity, the patients were divided into severe group which included 71 patients and non-severe group that included 196 patients who were admitted to ward or not hospitalized. Clinical evaluation, measurement of coagulation parameters, biochemical indices, outcome and survival data were recorded. Hospitalized and severe patients were older and commonly presented with dyspnea (P ≤ 0.001). Differences in coagulation parameters were highly significant in hospitalized and severe groups in almost all parameters, same for inflammatory markers. D-dimer, AT-III and LDH showed excellent independently prediction of severity risk. With a cut-off of > 2.0 ng/L, the sensitivity and specificity of D dimer in predicting severity were 76% and 93%, respectively. Patients with coagulation abnormalities showed worse survival than those without (p = 0.002). Early assessment and dynamic monitoring of coagulation parameters may be a benchmark in the prediction of COVID-19 severity and death.Entities:
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Year: 2022 PMID: 35915103 PMCID: PMC9340692 DOI: 10.1038/s41598-022-16915-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Demographic, clinical data and outcome among severe and non-severe patients (no. = 267).
| Characteristics | Severity | ||
|---|---|---|---|
| Non-severe (no. = 196) | Severe (no. = 71) | ||
| Mean ± S.D | 39.59 ± 15.62 | 52.65 ± 14.92 | < 0.001* |
| Median (Range) | 34 (18–87) | 55 (26–85) | |
| Male | 117 (59.7%) | 33 (46.5%) | 0.055 |
| Female | 79 (40.3%) | 38 (53.5%) | |
| Fever | 144 (73.5%) | 39 (54.9%) | 0.004 |
| Cough | 104 (53.1%) | 46 (64.8%) | 0.088 |
| Dyspnea | 70 (35.7%) | 65 (91.5%) | < 0.001 |
| Coagulation abnormalities | 46 (23.1%) | 51 (71.8%) | < 0.001 |
| Died | 0 (0.0%) | 8 (11.3%) | < 0.001# |
| No | 196 (100%) | 63 (88.7%) | |
P-value was calculated by Chi-Square Test.
*P-value was calculated by Mann Whitney test.
#P-value was calculated by Fisher's Exact Test.
P-value < 0.05 is statistically significant.
The relation between laboratory findings and severity (No. = 267).
| Laboratory findings | Severity | P-value | ||
|---|---|---|---|---|
| Non-severe (no. = 196) | Severe (no. = 71) | |||
| WBCs (4–11 × 109/L) | Mean ± S.D | 7.59 ± 3.33 | 7.94 ± 3.74 | 0.722 |
| Median (range) | 6.9 (2.6–21) | 6.9 (2–19.7) | ||
| Neutrophils (45–75%) | Mean ± S.D | 65 ± 17.19 | 69.06 ± 12.56 | 0.093 |
| Median (range) | 65 (29–96) | 71 (30–90) | ||
| Lymphocytes (20–45%) | Mean ± S.D | 29.4 ± 16.41 | 21.23 ± 13.53 | < 0.001 |
| Median (range) | 30 (2–66) | 18 (3–62) | ||
| NLR (1–3) | Mean ± S.D | 4.79 ± 6.6 | 5.71 ± 5.61 | < 0.001 |
| Median (range) | 2.22 (0.45–48) | 3.88 (0.48–30) | ||
| HB (F:12–14 g/dl M:14–16 g/dl) | Mean ± S.D | 12.97 ± 1.7 | 11.61 ± 1.74 | < 0.001 |
| Median (range) | 13.1 (8–16.5) | 11.7 (8.2–15.6) | ||
| MCV (77–96 fl) | Mean ± S.D | 80.33 ± 6.66 | 77.14 ± 5.81 | < 0.001 |
| Median (range) | 81.7 (60–95.4) | 77.3 (64.5–87.8) | ||
| MCH (26–32 pg) | Mean ± S.D | 24.88 ± 3.1 | 24.17 ± 2.55 | 0.093 |
| Median (range) | 25 (18–31.6) | 24 (18–30.1) | ||
| PLT (150–400 × 109/L) | Mean ± S.D | 267.91 ± 79.34 | 245.06 ± 118.36 | 0.494 |
| Median (range) | 258 (30–534) | 271 (31–448) | ||
| Ferritin (30–160 ng/mL) | Mean ± S.D | 275.08 ± 162.31 | 445 ± 260.65 | < 0.001 |
| Median (range) | 253.67 (11.9–1105.23) | 363 (158–1295) | ||
| LDH (100–190 IU/L) | Mean ± S.D | 346.63 ± 123.82 | 608.61 ± 242.81 | < 0.001 |
| Median (range) | 339.5 (75–685) | 578 (156.3–1553) | ||
| D-dimer (0–0.5 mg/L) | Mean ± S.D | 0.65 ± 0.78 | 3.43 ± 2.5 | < 0.001 |
| Median (range) | 0.3 (0.1–4.8) | 2.7 (0.34–14.01) | ||
| CRP (< 6 mg/L) | Mean ± S.D | 14.75 ± 17.98 | 39.62 ± 53.7 | < 0.001 |
| Median (range) | 6 (0–96) | 24 (3–384) | ||
| PC (70–120%) | Mean ± S.D | 85.75 ± 10.97 | 76.27 ± 17.5 | < 0.001 |
| Median (range) | 85 (34.5–110) | 80 (30.3–100) | ||
| aPTT (25–31 s) | Mean ± S.D | 30.98 ± 5.2 | 42.08 ± 17.01 | < 0.001 |
| Median (range) | 30.5 (24.5–82) | 34.1 (24.5–97.5) | ||
| AT-III (80–120%) | Mean ± S.D | 90.33 ± 9.57 | 79.11 ± 10.2 | < 0.001 |
| Median (range) | 90 (60–118) | 78 (50–97) | ||
| Fibrinogen (2–4 g/L) | Mean ± S.D | 3.61 ± 0.86 | 4.49 ± 0.9 | < 0.001 |
| Median (range) | 3.59 (2–5.7) | 4.66 (0–6.1) | ||
| ESR | Mean ± S.D | 22.02 ± 14.71 | 43.24 ± 24.12 | < 0.001 |
| Median (range) | 18 (6–130) | 42 (5–150) | ||
WBCs white blood cells, Hb hemoglobin, NLR neutrophil-to-lymphocyte ratio, MCV mean corpuscular volume, MCH mean corpuscular hemoglobin, PLT platelets, LDH lactate dehydrogenase, ESR erythrocyte sedimentation rate, CRP C-reactive protein, PC prothrombin concentration, aPTT activated partial thromboplastin, AT-III antithrombin-III.
P-value was calculated by Mann Whitney test.
P-value < 0.05 is statistically significant.
Figure 1Schematic box plots representing the correlations of coagulation parameters (PC, aPTT, Fibrinogen, AT-III, and d-dimer) with inflammatory parameters (CRP, ferritin, NLR and LDH) among hospitalized (144) cases (A), and non- hospitalized (123) cases (B). LDH lactate dehydrogenase, CRP C-reactive protein, PC prothrombin concentration, aPTT activated partial thromboplastin, ATT-III antithrombin-III, NLR neutrophil-to-lymphocyte ratio, r Spearman rank correlation coefficient, P P value.
Correlation between coagulation parameters and inflammatory markers in severe group.
| Hematological and inflammatory statistics | PC | a PTT | Fibrinogen | AT-III | D dimer | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| r | P-value | r | P-value | r | P-value | r | P-value | r | P-value | |
| LDH | − 0.287 | < 0.001 | 0.357 | < 0.001 | 0.265 | < 0.001 | − 0.191 | 0.002 | 0.565 | < 0.001 |
| ESR | − 0.242 | < 0.001 | 0.292 | < 0.001 | 0.372 | < 0.001 | − 0.220 | < 0.001 | 0.553 | < 0.001 |
| CRP | − 0.265 | < 0.001 | 0.251 | < 0.001 | 0.334 | < 0.001 | − 0.144 | 0.018 | 0.616 | < 0.001 |
LDH lactate dehydrogenase, ESR erythrocyte sedimentation rate, CRP C-reactive protein, PC prothrombin concentration, aPTT activated partial thromboplastin, AT-III antithrombin-III.
r = spearman correlation coefficient.
P-value < 0.05 is statistically significant.
Multiple binary logistic regression analysis of predictor variables of severe illness.
| Variables | OR (CI95%) | P-value |
|---|---|---|
| PC | 1.02 (0.98–1.07) | 0.373 |
| aPTT | 1.04 (0.97–1.11) | 0.288 |
| Fibrinogen | 1.7 (0.93–3.09) | 0.084 |
| D-dimer | 5.54 (3.13–9.81) | < 0.001 |
| AT-III | 0.91 (0.85–0.96) | 0.001 |
| Ferritin | 1 (1–1) | 0.796 |
| LDH | 1.01 (1–1.01) | < 0.001 |
LDH lactate dehydrogenase, PC prothrombin concentration, aPTT activated partial thromboplastin, ATT-III antithrombin-III.
*Statistically significant.
Final binary logistic regression analysis of predictor variables of severe illness.
| Variables | OR (CI95%) | P-value |
|---|---|---|
| D-dimer | 5.95 (3.44–10.3) | < 0.001 |
| AT-III | 0.89 (0.84–0.95) | < 0.001 |
| LDH | 1.008 (1.004–1.01) | < 0.001 |
LDH lactate dehydrogenase, ATT-III antithrombin-III.
*Statistically significant.
Figure 2Receiver operator characteristic curves for D-dimer (A), LDH (B), and AT-III (C) levels of COVID-19 patients in non-severe VS severe cases. (D) Kaplan–Meier estimator for comparison of survival functions for patients with COVID-19 by coagulation abnormalities. (E) Cox regression survival functions for patients with COVID-19 by coagulation abnormalities. (F) Characteristics of coagulation parameters and inflammatory biomarkers in death and survival group (non- severe and severe cases). Asterisks indicate significant P value. * indicated P value < 0.05, ** indicated P value < 0.01, *** indicated P value < 0.001. LDH lactate dehydrogenase, PC prothrombin concentration, aPTT activated partial thromboplastin, ATT-III antithrombin-III, CI confidence interval.