| Literature DB >> 35949446 |
Viet Tran Le1, Quoc Hung Ha1, Minh Triet Tran2, Ngoc Trong Le1, Van Tuyen Le1, Minh Khoi Le3,1.
Abstract
BACKGROUND: Hyperglycemia is commonly seen in critically ill patients. This disorder was also seen in coronavirus disease 2019 (COVID-19) patients and was associated with a worse prognosis. The current study determined the prevalence, risk factors, and prognostic implications of hyperglycemia in COVID-19 patients.Entities:
Keywords: corticosteroid; covid-19; diabetes; hyperglycemia; intensive care
Year: 2022 PMID: 35949446 PMCID: PMC9356651 DOI: 10.7759/cureus.27611
Source DB: PubMed Journal: Cureus ISSN: 2168-8184
Characteristics of COVID-19 patients in three groups based on glycemic status.
Data are expressed as frequency (percentage) for categorical variables; mean ± standard deviation, and median (interquartile range) for continuous parameters. (*) Dexamethasone or equivalent.
T2DM: type 2 diabetes mellitus; BG: blood glucose; BMI: body mass index; CKD: chronic kidney disease; CS: corticosteroid; CST: corticosteroid therapy; CV: cardiovascular; FiO2: fraction of inspired oxygen; HFNC: high-flow nasal cannula; IMV: invasive mechanical ventilation; NIV: non-invasive ventilation; P/F: PaO2/FiO2; SBP: systolic blood pressure; SpO2: peripheral oxygen saturation.
| Parameters | Non-hyperglycemia (n = 178, 34.4%) | T2DM hyperglycemia (n = 232, 44.8%) | New-onset hyperglycemia (n = 107, 20.8%) | p-Value |
| Demographic characteristics | ||||
| Male:female | 94:84 | 86:146 | 51:56 | 0.005 |
| Age (years) | 57.3 ± 12.5 | 65.2 ± 13.7 | 64.1 ± 15.7 | <0.001 |
| BMI (kg/m2) | 23.4 ± 3.6 | 24.4 ± 4.1 | 23.8 ± 4.1 | 0.073 |
| Vaccinated n (%) | 26 (14.6) | 19 (8.2) | 9 (8.4) | 0.081 |
| 28-day mortality n (%) | 7(3.9) | 80 (34.5) | 48 (44.9) | <0.001 |
| In-hospital mortality n (%) | 8 (4.5) | 94 (40.5) | 54 (50.5) | <0.001 |
| Chronic comorbidities | ||||
| T2DM | 24 (13.5) | 232 (100.0%) | 0 (0%) | <0.001 |
| Hypertension n (%) | 78 (43.8) | 165 (71.1) | 53 (49.5) | <0.001 |
| CV disease n (%) | 18 (10.1) | 35 (15.1) | 21 (19.6) | 0.077 |
| Pulmonary disease n (%) | 15 (8.4) | 13 (5.6) | 9 (8.4) | 0.466 |
| CKD n (%) | 9 (5.1) | 27 (11.6) | 7 (6.5) | 0.043 |
| Hepatic disease n (%) | 6 (3.3) | 8 (3.5) | 5 (5.6) | 0.580 |
| Vital signs on admission | ||||
| Heart rate (bpm) | 91.8 ± 17.9 | 95.6 ± 18.6 | 93.8 ± 17.5 | 0.124 |
| SBP (mmHg) | 125.2 ± 20.0 | 128.6 ± 23.7 | 125.4 ± 26.3 | 0.263 |
| Respiratory rate (bpm) | 22 (20-25) | 25 (22-30) | 25 (22-30) | <0.001 |
| Temperature (oC) | 37 (37-37) | 37 (37-37) | 37 (37-37) | 0.649 |
| SpO2 (%) | 95 (97-91) | 92 (84-96) | 92 (85.5-96.0) | <0.001 |
| P/F ratio on admission | 161 (116-274) | 131 (91-219) | 111 (83-183) | <0.001 |
| Respiratory support on admission | ||||
| On room air n (%) | 23 (12.9) | 6 (2.6) | 1 (0.9) | <0.001 |
| Nasal cannula n (%) | 49 (27.5) | 43 (18.5) | 13 (12.2) | 0.005 |
| Non-rebreathing face mask n (%) | 38 (21.3) | 29 (12.5) | 12 (11.2) | 0.020 |
| HFNC n (%) | 58 (32.6) | 94 (40.5) | 48 (44.9) | 0.089 |
| NIV n (%) | 0 (0.0) | 6 (2.6) | 0 (0.0) | 0.029 |
| IMV n (%) | 10 (5.6) | 54 (23.3) | 33 (30.8) | <0.001 |
| Corticosteroid therapy | ||||
| Total CS dose (mg)* | 85.8 (52.8-131.3) | 99 (66.0-135.8) | 102.8 (69.3-151.8) | 0.089 |
| Average CS dose (mg/day)* | 8.1 (6.6-11.3) | 9.6 (6.6-11.6) | 9.9 (6.6-12.6) | 0.020 |
| CST duration (days) | 10 (7-11) | 10 (8-12) | 10 (7-12) | 0.379 |
| Mini-pulse CST n (%) | 32 (18.0) | 44 (19.0) | 24 (22.4) | 0.642 |
Laboratory features of COVID-19 patients in three groups based on glycemic status.
Data are expressed as frequency (percentage) for categorical variables; mean ± standard deviation, and median (interquartile range) for continuous parameters.
BG: blood glucose; CRP: C-reactive protein; PCT: pro-calcitonin; AST: aspartate aminotransferase; ALT: glutamate aminotransferase; eGFR: estimated glomerular filtration rate; HbA1C: hemoglobin A1C; WBC: white blood cell counts.
| Parameters | Non- hyperglycemia (n = 178) | T2DM hyperglycemia (n = 232) | New-onset hyperglycemia (n = 107) | p-Value |
| Blood glucose level | ||||
| BG on admission (mg/dL) | 141.5 (119-174.8) | 255.5 (175-375.8) | 160 (134-201) | 0.000 |
| Average BG level (mg/dL) | 137.7 (123.4-153.0) | 224.9 (198.6-268.0) | 177.4 (144-214.0) | 0.000 |
| HbA1C (%) | 6.1 (5.8-6.4) | 7.4 (6.8-9.2) | 6.0 (5.8-6.3) | 0.000 |
| Admission laboratory features | ||||
| WBC (g/L) | 8.7 (6.4-12.4) | 9.8 (7.3-13.5) | 9.7 (6.3-12.9) | 0.075 |
| CRP (mg/L) | 49.8 (18.6-100.5) | 57.9 (27.0-123.5) | 72.7 (35.5-110.0) | 0.030 |
| Ferritin (ng/mL) | 1128 (663-1680) | 1139 (684-1675) | 1112 (788-1676) | 0.922 |
| D-dimer (ng/mL) | 880 (524-2020) | 1261 (675-654) | 1540 (831-2915) | <0.001 |
| Interleukin-6 (pg/mL) | 15.8 (7.7-38.2) | 25.6 (13.2-67.2) | 20.1 (11.1-40.5) | 0.001 |
| Fibrinogen (g/L) | 5.1 ± 1.4 | 5.1 ± 1.3 | 4.9 ± 1.4 | 0.616 |
| PCT (ng/mL) | 0.130 (0.100-0.295) | 0.271 (0.100-0.800) | 0.200 (0.100-0.840) | <0.001 |
| PCT ≥ 0.5 ng/mL (%) | 31 (17.4) | 86 (37.1) | 39 (36.5) | <0.001 |
| Creatinine (μmol/L) | 75.1 ± 27.6 | 87.4 ± 34.7 | 85.3 ± 35.3 | <0.001 |
| eGFR (mL/min/1.73 m2) | 86 (69-115) | 69 (47-92) | 78 (54-100) | <0.001 |
| AST (IU/L) | 50 (34.3-96.8) | 47.5 (30.3-76.8) | 70 (43.5-102) | <0.001 |
| ALT (IU/L) | 54.5 (28-106.8) | 41 (26-66) | 48 (32-84) | 0.007 |
| AST/ALT ratio | 1.0 (0.7-1.7) | 1.2 (0.8-1.6) | 1.5 (0.7-2.1) | <0.001 |
Multinomial logistic regression model to determine risk factors of T2DM hyperglycemia and new-onset hyperglycemia.
Nagelkerke's pseudo r-squared: 0.733.
ALT: alanine aminotransferase; AST: aspartate aminotransferase; CI: confidence interval; CRP: C-reactive protein; CST: corticosteroid therapy; CV: cardiovascular; DXM: dexamethasone (or equivalent); IMV: invasive mechanical ventilation; n.s.: not significant; OR: odds ratio; PCT: procalcitonin; ref.: reference.
| T2DM hyperglycemia | New-onset hyperglycemia | |||||
| Covariates | OR | 95% CI | p-Value | OR | 95% CI | p-Value |
| Age (years) | n.s. | 1.026 | 1.002-1.049 | 0.030 | ||
| Sex | n.s. | n.s. | ||||
| Hypertension | n.s. | n.s. | ||||
| CV disease | n.s. | 3.704 | 1.503-9.129 | 0.004 | ||
| IMV on admission | 3.547 | 1.226-10.261 | 0.019 | 6.073 | 2.405-15.334 | <0.001 |
| PaO2/FiO2 ratio | n.s. | 0.994 | 0.991-0.998 | 0.003 | ||
| D-dimer (ng/mL) | n.s. | n.s. | ||||
| CRP (mg/dL) | n.s. | n.s. | ||||
| Creatinine (mg/dL) | n.s. | n.s. | ||||
| AST/ALT ratio | n.s. | 1.523 | 1.034-1.034 | 0.033 | ||
| PCT ≥ 0.5 ng/mL | 2.642 | 1.028-6.793 | 0.044 | n.s. | ||
| Corticosteroid therapy | ||||||
| No CST | 1.000 | ref. | 1.000 | ref. | ||
| DXM 6.6 mg/day | 11.766 | 1.740-79.576 | 0.011 | n.s. | ||
| DXM > 6.6 mg/day | 29.558 | 4.236-206.243 | <0.001 | n.s. | ||
Figure 1Survival curve from multivariate Cox regression model of different glycemic status.
CI: confidence interval; HR: hazard ratio; T2DM: type 2 diabetes mellitus.
Risk factors of 28-day in-hospital mortality in patients with COVID-19.
Analysis was performed by using a multivariable Cox regression model.
AST: aspartate aminotransferase; CI: confidence interval; CRP: C-reactive protein; CS: corticosteroid (dexamethasone equivalent); HR: hazard ratio; IL-6: interleukin-6; n.s.: not significant; PCT: procalcitonin; ref.: reference.
| Covariates | HR | 95% CI | p-Value |
| Age (years) | 1.046 | 1.004-1.052 | 0.023 |
| Sex (male) | n.s. | ||
| Hypertension | n.s. | ||
| PaO2/FiO2 ratio | 0.997 | 0.994-0.999 | 0.007 |
| D-dimer (mg/L) | 1.028 | 1.004-1.052 | 0.023 |
| CRP (mg/dL) | n.s. | ||
| IL-6 (pg/mL) | n.s. | ||
| PCT ≥ 0.5 ng/mL | 2.254 | 1.486-3.419 | <0.001 |
| Creatinine (mg/dL) | n.s. | ||
| AST (IU/L) | n.s. | ||
| Average glucose (mg/dL) | 1.012 | 1.009-1.016 | <0.001 |
| Average CS dose (mg/day) | 1.029 | 1.005-1.054 | 0.016 |
| Glycemic status | |||
| Non-hyperglycemia | 1.000 | ref. | |
| T2DM hyperglycemia | 1.408 | 0.513-3.862 | 0.506 |
| New-onset hyperglycemia | 3.535 | 1.338-9.338 | 0.011 |