| Literature DB >> 34983404 |
Laila Alsuwaidi1, Saba Al Heialy2,3, Nahid Shaikh4, Firas Al Najjar4, Rania Seliem4, Aaron Han2,5, Mahmood Hachim2.
Abstract
BACKGROUND: The severe acute respiratory syndrome coronavirus (SARS-CoV-2) is a highly transmittable virus which causes the novel coronavirus disease (COVID-19). Monocyte distribution width (MDW) is an in-vitro hematological parameter which describes the changes in monocyte size distribution and can indicate progression from localized infection to systemic infection. In this study we evaluated the correlation between the laboratory parameters and available clinical data in different quartiles of MDW to predict the progression and severity of COVID-19 infection.Entities:
Keywords: COVID-19; MDW; Monocyte; SARS-CoV-2; Sepsis
Mesh:
Substances:
Year: 2022 PMID: 34983404 PMCID: PMC8724663 DOI: 10.1186/s12879-021-07016-4
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Fig. 1Study design and subject flowchart
Characteristics of the study population
| No | Mean | Std. error of mean | Std. deviation | Skewness | Std. error of skewness | Range | Minimum | Maximum | |
|---|---|---|---|---|---|---|---|---|---|
| Age (years) | 2454 | 41.54 | 0.282 | 13.994 | 0.777 | 0.049 | 72 | 18 | 90 |
| White blood cell (× 103 per μL) | 2454 | 8.082 | 0.0836 | 4.1409 | 2.186 | 0.049 | 37.9 | 1.2 | 39.1 |
| Platelet (× 103 per μL) | 2454 | 227.71 | 1.863 | 92.27 | 2.095 | 0.049 | 1008 | 7 | 1015 |
| Neutrophil % | 2454 | 70.059 | 0.2629 | 13.0235 | − 0.722 | 0.049 | 85.7 | 10.6 | 96.3 |
| Lymphocyte % | 2454 | 18.919 | 0.2144 | 10.6225 | 1.125 | 0.049 | 86 | 1.1 | 87.1 |
| Monocyte % | 2454 | 9.764 | 0.0872 | 4.3198 | 0.958 | 0.049 | 42.5 | 1.4 | 43.9 |
| Neutrophil absolute (× 103 per μL) | 2454 | 5.911 | 0.0765 | 3.7892 | 2.251 | 0.049 | 35.2 | 0.5 | 35.7 |
| Lymphocyte absolute (× 103 per μL) | 2454 | 1.345 | 0.0204 | 1.01 | 13.219 | 0.049 | 31.9 | 0.1 | 32 |
| Monocyte absolute (× 103 per μL) | 2454 | 0.728 | 0.0079 | 0.3923 | 2.01 | 0.049 | 4.7 | 0 | 4.7 |
| Monocyte distribution Width (U) | 2454 | 23.5053 | 0.07008 | 3.47177 | 2.594 | 0.049 | 33.48 | 20 | 53.48 |
| Coagulation markers | |||||||||
| Prothrombin time (s) | 1518 | 14.31 | 0.05 | 1.931 | 6.718 | 0.063 | 37 | 11 | 48 |
| APTT (s) | 1499 | 38.97 | 0.161 | 6.252 | 3.633 | 0.063 | 99 | 13 | 112 |
| D-dimer (μg/mL) | 729 | 1.24 | 0.069 | 1.857 | 5.102 | 0.091 | 18 | 0 | 18 |
| Fibrinogen (mg/dL) | 16 | 559.88 | 32.539 | 130.158 | − 0.158 | 0.564 | 433 | 357 | 790 |
| Troponin (pg/mL) | 447 | 79.77 | 37.2 | 786.492 | 19.126 | 0.115 | 16,048 | 3 | 16,051 |
| COVID-19 inflammation markers | |||||||||
| C-reactive protein (mg/L) | 2276 | 69.1298 | 1.74835 | 83.40931 | 1.999 | 0.051 | 569.1 | 0.4 | 569.5 |
| LDH (U/L) | 1287 | 303.47 | 4.427 | 158.832 | 3.68 | 0.068 | 2492 | 6 | 2498 |
| Ferritin (ng/mL) | 1047 | 849.17 | 30.249 | 978.782 | 4.326 | 0.076 | 13,951 | 9 | 13,960 |
| Procalcitonin (ng/mL) | 1887 | 1.91744 | 0.512958 | 22.28269 | 29.416 | 0.056 | 831.38 | 0.02 | 831.4 |
| Liver enzymes | |||||||||
| Albumin (g/dL) | 1851 | 3.8925 | 0.01282 | 0.55173 | − 0.945 | 0.057 | 4.8 | 0.6 | 5.4 |
| ALT (U/L) | 1855 | 44.178 | 1.8189 | 78.3383 | 22.22 | 0.057 | 2662.8 | 3.2 | 2666 |
| AST (U/L) | 350 | 76.12 | 18.165 | 339.827 | 14.614 | 0.13 | 5808 | 0 | 5808 |
| Bilirubin, total (mg/dL) | 1856 | 0.67 | 0.022 | 0.963 | 18.824 | 0.057 | 31 | 0 | 31 |
| Creatinine (mg/dL) | 2276 | 1.079 | 0.0795 | 3.7931 | 26.99 | 0.051 | 125.8 | 0.1 | 125.9 |
| Death | 43 | 43,954.11 | 3.031601 | 19.87954 | 0.379 | 0.361 | 68.2875 | 43,924.94 | 43,993.23 |
APTT activated partial thromboplastin time, LDH lactate dehydrogenase, ALT alanine aminotransferase, AST aspartate aminotransferase
Correlation between MDW and major laboratory markers used routinely in assessing cases of COVID-19 in an emergency department setting
| Correlations | MDW | |
|---|---|---|
| Age (years) | Pearson correlation | 0.065 |
| Sig. (2-tailed) | 0.001 | |
| N | 2454 | |
| White blood cell (× 103 per μL) | Pearson correlation | 0.101 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Neutrophil % | Pearson correlation | 0.250 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Lymphocyte % | Pearson correlation | − .168 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Monocyte % | Pearson correlation | − .262 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Neutrophil absolute (× 103 per μL) | Pearson correlation | 0.162 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Lymphocyte absolute (× 103 per μL) | Pearson correlation | − .104 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Monocyte absolute (× 103 per μL) | Pearson correlation | − .175 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 | |
| Platelet (× 103 per μL) | Pearson correlation | − 0.140 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2454 |
MDW was positively correlated with total WBC and neutrophils and negatively correlated with total platelet, lymphocytes, monocytes
Correlation between MDW and COVID-19 inflammation markers
| Correlations | MDW | |
|---|---|---|
| C-reactive protein (mg/L) | Pearson correlation | 0.401 |
| Sig. (2-tailed) | < 0.001 | |
| N | 2276 | |
| LDH (U/L) | Pearson correlation | 0.381 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1287 | |
| Ferritin (ng/mL) | Pearson correlation | 0.305 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1047 | |
| Procalcitonin (ng/mL) | Pearson correlation | 0.133 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1887 |
LDH lactate dehydrogenase
Correlation between MDW and coagulation markers
| Correlations | MDW | |
|---|---|---|
| Prothrombin time (s) | Pearson correlation | |
| Sig. (2-tailed) | < 0.001 | |
| N | 1518 | |
| APTT (s) | Pearson correlation | 0.204 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1499 | |
| D-dimer (μg/mL) | Pearson correlation | 0.218 |
| Sig. (2-tailed) | < 0.001 | |
| N | 729 | |
| Fibrinogen (mg/dL) | Pearson correlation | 0.237 |
| Sig. (2-tailed) | 0.377 | |
| N | 16 | |
| Troponin (pg/mL) | Pearson correlation | − 0.016 |
| Sig. (2-tailed) | 0.732 | |
| N | 447 |
PT prothrombin time; APTT activated partial thromboplastin time
Correlation between MDW and liver enzymes
| Correlations | MDW | |
|---|---|---|
| Albumin (g/dL) | Pearson correlation | − 0.322 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1851 | |
| ALT (U/L) | Pearson correlation | 0.091 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1855 | |
| AST (U/L) | Pearson correlation | 0.115 |
| Sig. (2-tailed) | 0.031 | |
| N | 350 | |
| Bilirubin, total (mg/dL) | Pearson correlation | 0.109 |
| Sig. (2-tailed) | < 0.001 | |
| N | 1856 | |
| Creatinine (mg/dL) | Pearson correlation | 0.023 |
| Sig. (2-tailed) | 0.273 | |
| N | 2276 |
ALB albumin; ALT alanine aminotransferase, AST aspartate aminotransferase
Comparing the different blood biomarkers of COVID-19 patients in each MDW quartile
| Parameter | Quartile | N | Mean | Std. deviation | Std. error | Minimum | Maximum | ANOVA |
|---|---|---|---|---|---|---|---|---|
| White blood cell (× 103 per μL) | 1 | 613 | 8.056 | 3.999 | 0.1615 | 2.2 | 33.5 | 0.403 |
| 2 | 614 | 7.845 | 3.6683 | 0.148 | 2.1 | 27.2 | ||
| 3 | 614 | 7.883 | 3.7089 | 0.1497 | 2.2 | 36.8 | ||
| 4 | 613 | 8.544 | 5.0169 | 0.2026 | 1.2 | 39.1 | ||
| Total | 2454 | 8.082 | 4.1409 | 0.0836 | 1.2 | 39.1 | ||
| Platelet (× 103 per μL) | 1 | 613 | 240.65 | 101.408 | 4.096 | 77 | 1015 | < 0.001 |
| 2 | 614 | 236.4 | 96.429 | 3.892 | 34 | 980 | ||
| 3 | 614 | 223.53 | 82.662 | 3.336 | 10 | 650 | ||
| 4 | 613 | 210.24 | 84.356 | 3.407 | 7 | 638 | ||
| Total | 2454 | 227.71 | 92.27 | 1.863 | 7 | 1015 | ||
| Neutrophil % | 1 | 613 | 66.449 | 12.8279 | 0.5181 | 22.5 | 96 | < 0.001 |
| 2 | 614 | 67.864 | 12.6981 | 0.5125 | 19.1 | 94.8 | ||
| 3 | 614 | 70.98 | 11.8736 | 0.4792 | 10.6 | 94 | ||
| 4 | 613 | 74.946 | 13.0348 | 0.5265 | 18.4 | 96.3 | ||
| Total | 2454 | 70.059 | 13.0235 | 0.2629 | 10.6 | 96.3 | ||
| Lymphocyte % | 1 | 613 | 21.301 | 10.9329 | 0.4416 | 2 | 57.8 | < 0.001 |
| 2 | 614 | 19.717 | 10.5829 | 0.4271 | 1.6 | 62.9 | ||
| 3 | 614 | 18.373 | 10.0544 | 0.4058 | 2 | 87.1 | ||
| 4 | 613 | 16.284 | 10.2825 | 0.4153 | 1.1 | 65.7 | ||
| Total | 2454 | 18.919 | 10.6225 | 0.2144 | 1.1 | 87.1 | ||
| Monocyte % | 1 | 613 | 10.489 | 4.0981 | 0.1655 | 1.6 | 26.7 | < 0.001 |
| 2 | 614 | 10.815 | 4.2217 | 0.1704 | 2.1 | 43.9 | ||
| 3 | 614 | 9.732 | 4.1094 | 0.1658 | 1.6 | 40.5 | ||
| 4 | 613 | 8.019 | 4.307 | 0.174 | 1.4 | 32.1 | ||
| Total | 2454 | 9.764 | 4.3198 | 0.0872 | 1.4 | 43.9 | ||
| Neutrophil absolute (× 103 per μL) | 1 | 613 | 5.628 | 3.6845 | 0.1488 | 0.7 | 31.4 | < 0.001 |
| 2 | 614 | 5.569 | 3.3693 | 0.136 | 0.6 | 25.8 | ||
| 3 | 614 | 5.751 | 3.1023 | 0.1252 | 0.6 | 24.3 | ||
| 4 | 613 | 6.697 | 4.7034 | 0.19 | 0.5 | 35.7 | ||
| Total | 2454 | 5.911 | 3.7892 | 0.0765 | 0.5 | 35.7 | ||
| Lymphocyte absolute (× 103 per μL) | 1 | 613 | 1.517 | 0.8252 | 0.0333 | 0.2 | 6.8 | < 0.001 |
| 2 | 614 | 1.362 | 0.6802 | 0.0275 | 0.2 | 4.3 | ||
| 3 | 614 | 1.336 | 1.4619 | 0.059 | 0.2 | 32 | ||
| 4 | 613 | 1.164 | 0.8607 | 0.0348 | 0.1 | 11.7 | ||
| Total | 2454 | 1.345 | 1.01 | 0.0204 | 0.1 | 32 | ||
| Monocyte absolute (× 103 per μL) | 1 | 613 | 0.779 | 0.3538 | 0.0143 | 0.2 | 2.4 | < 0.001 |
| 2 | 614 | 0.789 | 0.3908 | 0.0158 | 0.2 | 4.7 | ||
| 3 | 614 | 0.723 | 0.3839 | 0.0155 | 0.1 | 3.7 | ||
| 4 | 613 | 0.621 | 0.4162 | 0.0168 | 0 | 4.4 | ||
| Total | 2454 | 0.728 | 0.3923 | 0.0079 | 0 | 4.7 | ||
| Prothrombin time (s) | 1 | 331 | 14.13 | 1.456 | 0.08 | 11 | 27 | 0.403 |
| 2 | 356 | 14.22 | 1.461 | 0.077 | 12 | 28 | ||
| 3 | 397 | 14.16 | 2.153 | 0.108 | 12 | 48 | ||
| 4 | 434 | 14.64 | 2.3 | 0.11 | 12 | 32 | ||
| Total | 1518 | 14.31 | 1.931 | 0.05 | 11 | 48 | ||
| APTT (s) | 1 | 327 | 37.68 | 4.29 | 0.237 | 27 | 54 | < 0.001 |
| 2 | 348 | 38.8 | 6.171 | 0.331 | 26 | 81 | ||
| 3 | 394 | 38.6 | 5.844 | 0.294 | 13 | 107 | ||
| 4 | 430 | 40.42 | 7.542 | 0.364 | 27 | 112 | ||
| Total | 1499 | 38.97 | 6.252 | 0.161 | 13 | 112 | ||
| D-dimer (μg/mL) | 1 | 146 | 1.1 | 1.863 | 0.154 | 0 | 14 | < 0.001 |
| 2 | 148 | 1.14 | 2.148 | 0.177 | 0 | 18 | ||
| 3 | 197 | 0.99 | 1.146 | 0.082 | 0 | 11 | ||
| 4 | 238 | 1.59 | 2.081 | 0.135 | 0 | 18 | ||
| Total | 729 | 1.24 | 1.857 | 0.069 | 0 | 18 | ||
| Troponin (pg/mL) | 1 | 112 | 176.49 | 1515.662 | 143.217 | 3 | 16,051 | 0.403 |
| 2 | 84 | 66.21 | 420.444 | 45.874 | 3 | 3843 | ||
| 3 | 114 | 25.1 | 89.552 | 8.387 | 3 | 928 | ||
| 4 | 137 | 54.5 | 167.589 | 14.318 | 3 | 1408 | ||
| Total | 447 | 79.77 | 786.492 | 37.2 | 3 | 16,051 | ||
| Ferritin (ng/mL) | 1 | 215 | 466.13 | 477.287 | 32.551 | 9 | 2835 | < 0.001 |
| 2 | 234 | 616.69 | 773.147 | 50.542 | 9 | 8018 | ||
| 3 | 280 | 865.08 | 793.872 | 47.443 | 9 | 5222 | ||
| 4 | 318 | 1265.2 | 1303.864 | 73.117 | 41 | 13,960 | ||
| Total | 1047 | 849.17 | 978.782 | 30.249 | 9 | 13,960 | ||
| LDH (U/L) | 1 | 267 | 232.35 | 88.064 | 5.389 | 6 | 748 | < 0.001 |
| 2 | 300 | 250.94 | 100.639 | 5.81 | 109 | 682 | ||
| 3 | 348 | 307.09 | 132.538 | 7.105 | 119 | 1115 | ||
| 4 | 372 | 393.51 | 208.041 | 10.786 | 104 | 2498 | ||
| Total | 1287 | 303.47 | 158.832 | 4.427 | 6 | 2498 | ||
| C-reactive protein (mg/L) | 1 | 557 | 38.1835 | 54.85315 | 2.3242 | 0.4 | 384.7 | < 0.001 |
| 2 | 564 | 48.38 | 67.75575 | 2.85303 | 0.4 | 509.3 | ||
| 3 | 578 | 69.8327 | 74.31234 | 3.09099 | 0.4 | 418.6 | ||
| 4 | 577 | 118.5815 | 103.7148 | 4.3177 | 0.6 | 569.5 | ||
| Total | 2276 | 69.1298 | 83.40931 | 1.74835 | 0.4 | 569.5 | ||
| Procalcitonin (ng/mL) | 1 | 437 | 0.31069 | 2.794236 | 0.133666 | 0.02 | 57.94 | 0.018 |
| 2 | 456 | 0.44145 | 2.449261 | 0.114697 | 0.02 | 32.54 | ||
| 3 | 487 | 2.28523 | 37.79447 | 1.712631 | 0.02 | 831.4 | ||
| 4 | 507 | 4.27661 | 21.36995 | 0.949073 | 0.03 | 256.24 | ||
| Total | 1887 | 1.91744 | 22.28269 | 0.512958 | 0.02 | 831.4 | ||
| ALT (U/L) | 1 | 422 | 37.334 | 34.9598 | 1.7018 | 5 | 273 | < 0.001 |
| 2 | 454 | 36.455 | 30.2239 | 1.4185 | 4.7 | 222 | ||
| 3 | 471 | 44.571 | 66.076 | 3.0446 | 3.5 | 1091 | ||
| 4 | 508 | 56.4 | 127.7525 | 5.6681 | 3.2 | 2666 | ||
| Total | 1855 | 44.178 | 78.3383 | 1.8189 | 3.2 | 2666 | ||
| AST (U/L) | 1 | 75 | 40.69 | 48.437 | 5.593 | 0 | 341 | < 0.001 |
| 2 | 86 | 37.28 | 40.325 | 4.348 | 0 | 303 | ||
| 3 | 92 | 46.93 | 64.371 | 6.711 | 12 | 592 | ||
| 4 | 97 | 165.62 | 633.57 | 64.329 | 1 | 5808 | ||
| Total | 350 | 76.12 | 339.827 | 18.165 | 0 | 5808 | ||
| Albumin (g/dL) | 1 | 421 | 4.0435 | 0.53899 | 0.02627 | 1.8 | 5.4 | < 0.001 |
| 2 | 454 | 4.0132 | 0.51224 | 0.02404 | 0.8 | 5 | ||
| 3 | 469 | 3.9004 | 0.52955 | 0.02445 | 0.6 | 5 | ||
| 4 | 507 | 3.6516 | 0.53603 | 0.02381 | 1.7 | 4.8 | ||
| Total | 1851 | 3.8925 | 0.55173 | 0.01282 | 0.6 | 5.4 | ||
| Bilirubin, total (mg/dL) | 1 | 421 | 0.57 | 0.434 | 0.021 | 0 | 4 | 0.403 |
| 2 | 457 | 0.62 | 0.631 | 0.03 | 0 | 8 | ||
| 3 | 471 | 0.71 | 1.548 | 0.071 | 0 | 31 | ||
| 4 | 507 | 0.77 | 0.795 | 0.035 | 0 | 8 | ||
| Total | 1856 | 0.67 | 0.963 | 0.022 | 0 | 31 | ||
| Creatinine (mg/dL) | 1 | 569 | 1.026 | 3.8608 | 0.1619 | 0.2 | 92.2 | < 0.001 |
| 2 | 558 | 0.907 | 1.0408 | 0.0441 | 0.1 | 24.1 | ||
| 3 | 571 | 1.284 | 6.3533 | 0.2659 | 0.1 | 125.9 | ||
| 4 | 578 | 1.095 | 1.0308 | 0.0429 | 0.2 | 10.8 | ||
| Total | 2276 | 1.079 | 3.7931 | 0.0795 | 0.1 | 125.9 | ||
APTT activated partial thromboplastin time; LDH lactate dehydrogenase; ALT alanine aminotransferase; AST aspartate aminotransferase