| Literature DB >> 35673632 |
Jin-Kui Yang1, Miao-Miao Zhao1, Jian-Min Jin2,3, Shi Liu3, Peng Bai2,3, Wei He3,4, Fei Wu3, Xiao-Fang Liu2, Zhong-Lin Chai5, De-Min Han6.
Abstract
Objective: The pandemic of 2019 coronavirus (SARS-CoV-2) disease (COVID-19) has imposed a severe public health burden worldwide. Most patients with COVID-19 were mild. Severe patients progressed rapidly to critical condition including acute respiratory distress syndrome (ARDS), multi-organ failure and even death. This study aims to find early multi-organ injury indicators and blood glucose for predicting mortality of COVID-19.Entities:
Keywords: Blood glucose; COVID-19; Mortality; Multi-organ injury; Predictor; SARS-CoV-2
Year: 2022 PMID: 35673632 PMCID: PMC9132601 DOI: 10.1007/s44194-022-00006-x
Source DB: PubMed Journal: Curr Med (Cham) ISSN: 2731-0868
Demography, clinical and laboratory parameters of patients with COVID-19
| All patients | Severity | ||||
|---|---|---|---|---|---|
| Moderate | Severe | Critical | |||
| Age—years | 61 (52–67) | 56 (47–64) | 62 (55–67) | 65 (57–71) | |
| Male sex—n (%) | 34 (49.3) | 9 (39.1) | 8 (40.0) | 16 (61.5) | 0.111# |
| Symptoms | |||||
| Fever—n (%) | 62 (89.9) | 18 (78.3) | 19 (95.0) | 25 (96.2) | |
| Cough—n (%) | 45 (65.2) | 13 (56.5) | 13 (65.0) | 19 (73.1) | 0.225# |
| Sputum—n (%) | 12 (17.4) | 5 (21.7) | 4 (20.0) | 3 (11.5) | 0.341# |
| Dyspnea—n (%) | 30 (43.5) | 7 (30.4) | 7 (35.0) | 16 (61.5) | |
| Fatigue—n (%) | 26 (37.7) | 8 (34.8) | 6 (30.0) | 12 (46.2) | 0.397# |
| Diarrhea—n (%) | 12 (17.4) | 2 (8.7) | 5 (25.0) | 5 (19.2) | 0.350# |
| From onset to hospitalization—days | 12.0 (9.0–14.0) | 13.0 (10.0,15.0) | 11.5 (7.8,14.0) | 12.0 (7.0,14.0) | 0.273‡ |
| Haemoglobin—g/L | 127 (116–139) | 124 (117–137) | 119 (110–143) | 130 (121–147) | .477‡ |
| Platelet count— × 109/L | 211(183–282) | 215 (192–286) | 215 (196–293) | 205 (159–263) | .515‡ |
| White blood cell count— × 109/L | 6.2 (4.7–8.2) | 5.7 (4.3–7.4) | 5. 9 (4.8–8.1) | 7.7 (5.9–9.7) | |
| Neutrophil count— × 109/L | 4.5 (3.1–6.7) | 3.3 (2.7–4.9) | 4.2 (3.7–5.9) | 6.7 (5.4–8.8) | . |
| Lymphocyte count— × 109/L | 1.0 (0.7–1.4) | 1.3 (0.9–1.7) | 0.9 (0.7–1.4) | 0.7 (0.4–1.1) | |
| Potassium—mmol/L | 3.9 (3.5–4.3) | 4.1 (3.9–4.4) | 3.8 (3.5–4.5) | 3.7 (3.2–4.0) | |
| Sodium—mmol/L | 139 (137–142) | 140 (138–142) | 141 (138–143) | 138 (135–141) | .078‡ |
| Chloride—mmol/L | 104 (99–106) | 105 (102–106) | 104 (100–108) | 103 (98–105) | .109‡ |
| Albumin—g/L | 29 (27–34) | 34 (30–39) | 28 (26–31) | 28 (25–30) | |
| Globulin—g/L | 32 (29–36) | 30 (26–34) | 32 (30–38) | 34 (30–39) | |
| C-reactive protein—mg/L | 36 (5–77) | 4 (1–36) | 23 (7–65) | 60 (47–100) | |
| Alanine aminotransferase—U/L | 38 (24–52) | 39 (21–49) | 37 (24–55) | 36 (27–52) | .641‡ |
| Aspartate aminotransferase—U/L | 33 (23–47) | 23 (17–34) | 35 (28–50) | 35 (29–56) | |
| Alkaline phosphatase—U/L | 57 (48–67) | 55 (46–70) | 55 (41–62) | 61 (53–79) | .067‡ |
| Lactate dehydrogenase—U/L | 312 (204–483) | 196 (137–251) | 294 (242–384) | 499 (354–587) | |
| Hydroxybutyrate dehydrogenase—U/L | 253 (190–368) | 161 (118–218) | 252 (192–329) | 387 (313–478) | |
| Creatine kinase—U/L | 61 (47–143) | 48 (36–66) | 65 (41–122) | 107 (54–275) | |
| Creatine kinase–MB—U/L | 12 (9–19) | 9 (7–12) | 13 (9–21) | 14 (10–23) | |
| Blood urea nitrogen—mmol/L | 5.0 (3.4–6.7) | 4.2 (3.3–5.5) | 4.5 (2.9–6.9) | 5.4 (4.0–7.7) | .158‡ |
| Creatinine—μmol/L | 66 (53–84) | 64 (52–70) | 61 (51–92) | 70 (58–93) | .121‡ |
| Fasting Blood Glucose—mmol/L | 6.5 (5.7–7.6) | 5.7 (5.3–6.5) | 6.3 (5.6–6.8) | 7.5 (6.4–8.7) | |
Data are median (IQR) or n (%). P values were calculated by Kruskal-Wallis Test (‡) or χ2 test (#), as appropriate for group comparison analyses
Comparation of clinical features between patients with and without new-onset COVID-19–related diabetes (CRD)
| Non-CRD | CRD | ||
|---|---|---|---|
| Age—years | 61 (52–67) | 63 (57–71) | 0.435 |
| Male sex—n (%) | 20 (41.7) | 14 (66.7) | 0.056# |
| Symptoms | |||
| Fever—n (%) | 42 (87.5) | 20 (95.2) | 0.585# |
| Cough—n (%) | 27 (56.3) | 18 (85.7) | |
| Sputum—n (%) | 9 (18.8) | 3 (14.3) | 0.916# |
| Dyspnea—n (%) | 20 (41.7) | 10 (47.6) | 0.646# |
| Fatigue—n (%) | 19 (39.6) | 7 (33.3) | 0.622# |
| Diarrhea—n (%) | 11 (22.9) | 1 (0.5) | 0.121# |
| From onset to hospitalization—days | 13 (10–14) | 12 (7–14) | 0.564† |
| Haemoglobin—g/L | 123 (115–135) | 134 (121–148) | 0.067 |
| Platelet count— × 109/L | 211 (1191–292) | 205 (162–252) | 0.483 |
| White blood cell count— × 109/L | 6.1 (4.6–8.1) | 7.5 (5.6–8.2) | 0.062 |
| Neutrophil count— × 109/L | 4.0 (3.0–6.0) | 6.0 (4.1–7.1) | |
| Lymphocyte count— × 109/L | 1.0 (0.7–1.4) | 0.9 (0.4–1.3) | 0.105 |
| Potassium—mmol/L | 3.9 (3.5–4.4) | 3.8 (3.5–4.1) | 0.962 |
| Sodium—mmol/L | 140 (138–142) | 136 (135–140) | |
| Chloride—mmol/L | 104 (101–107) | 101 (98–104) | |
| Albumin—g/L | 30 (27–35) | 28 (25–30) | 0.095 |
| Globulin—g/L | 34 (30–40) | 32 (28–36) | |
| C-reactive protein—mg/L | 15 (8–41) | 50 (23–72) | 0.073† |
| Alanine aminotransferase—U/L | 31 (23–48) | 48 (31–59) | |
| Aspartate aminotransferase—U/L | 30 (20–40) | 36 (29–64) | |
| Alkaline phosphatase—U/L | 54 (47–64) | 60 (57–73) | |
| Lactate dehydrogenase—U/L | 312 (204–483) | 432 (263–547) | |
| Hydroxybutyrate dehydrogenase—U/L | 218 (156–298) | 368 (303–461) | |
| Creatine kinase—U/L | 54 (40–94) | 111 (62–267) | |
| Creatine kinase–MB—U/L | 10 (8–13) | 16 (10–22) | |
| Blood urea nitrogen—mmol/L | 4.3 (3.4–6.3) | 5.9 (4.0–8.0) | 0.763 |
| Creatinine—μmol/L | 65 (52–74) | 76 (58–93) | 0.901 |
| Fasting Blood Glucose—mmol/L | 5.9 (5.4–6.5) | 8.1 (7.6–10.9) | |
| Deceased—n (%) | 7 (14.6) | 9 (42.9) | |
Data are median (IQR) or n (%). P values were calculated by student t test or Mann-Whitney U Test (†) or χ2 test (#), as appropriate for group comparison analyses
Fig. 1Profile of ACE2 multi-organ expression and corresponding multi-organ injury. A Immunohistochemically pattern of ACE2 (SARS-CoV-2 receptor) protein expression in different organs. (1, 2) Lung: high expression of ACE2 was found in (1) bronchiolar epithelial cells and (2) alveolar epithelial cells. (3–5) Pancreas: serial sections including (3) Hematoxylin-Eosin (HE) stain showing the exocrine tissue of pancreas around and a pancreatic islet in the middle, (4) negative immunostaining control showing no non-specific staining, (5) Islet: ACE2 was strongly positive in endocrine pancreas compared with exocrine tissue. (6) Heart: ACE2 was present in the myocytes, myocardium, border zone, endothelium of small-to-large arteries as well as sporadically within the smooth muscle of these vessels. (7) Kidney: ACE2 was very weakly present in glomerular visceral and parietal epithelium, but strongly present in the brush border and cytoplasm of proximal tubular cells, and in the cytoplasm of distal tubules and collecting ducts. (8) Liver: ACE2 was weak in hepatocytes and other cells including the endothelium of sinusoids. B Kaplan–Meier survival curves for in-hospital death rate of patients with COVID-19 subgroup by multi-organ injury indicators including: FBG ≥ 7.0 mmol/L for the pancreatic islet; LDH ≥ 250 IU/L for the heart; Cr ≥ 97 μmol/L for the kidney and ALT ≥40 IU/L for the liver. Log-rank test. C At the time of admission (Day 0) and after 3 days of hospitalization (Day 3), levels of FBG, LDH, Cr and ALT among Critical, Severe and Moderate patients with COVID-19 (mean ± s.e.m., Moderate, n = 23; Severe, n = 20; and Critical, n = 26). D-G Longitudinal observation during admission and subsequent treatment, levels of D FBG, E LDH, F Cr, and G ALT in five survived (S1-S5) Critical patients (Left) and in five deceased (D1-D5) Critical patients (Right)
Fig. 2Effects of multi-organ injury indicators on the risk of in-hospital death in patients with COVID-19. A Univariable Cox regression indicated effects of multi-organ injury indicators on predicting in-hospital death. B Multivariable Cox regression indicated effects of independent multi-organ injury indicators on predicting in-hospital death. C Hierarchical cluster analysis of six indicators indicated these indicators were interdependent to each other
Proximity matrix of six multi-organ injury indicators by Hierarchical cluster analysis
| FBG | LDH | Cr | CK | HDDH | ALT | |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 1 | ||||||
| 0.265 | 1 | |||||
| 0.025 | *0.328 | 0.113 | 1 | |||
| 0.128 | 1 | |||||
| 0.099 | 0.258 | 0.017 | 0.246 | 1 |
FBG Fasting Blood Glucose, LDH Lactate dehydrogenase, Cr Creatinine, CK Creatine kinase, HDDH Hydroxybutyrate dehydrogenase, ALT Alanine aminotransferase
** p < 0.01; * P < 0.05. Hierarchical cluster analysis, Pearson correlation test (2-tailed)