| Literature DB >> 33987399 |
Fang Huang1, Wenxia Ma2, Hui Zheng3, Yan Ye4, Hui Chen1, Nan Su5, Xiaoping Li1, Xinyue Li1, Yuyu Wang1, Jun Jin1, Zhengyuan Yu6, Yongsheng Li4, Jun Wang1.
Abstract
BACKGROUND: The novel 2019 coronavirus (COVID-19) has caused a global pandemic, and often leads to extrapulmonary organ injury. However, the risk factors for extrapulmonary organ injury are still unclear. We aim to explore the risk factors for extrapulmonary organ injury and the association between extrapulmonary organ injury and the prognosis in COVID-19 patients.Entities:
Keywords: COVID-19; SARS-CoV-2; extrapulmonary organ injury; risk factors
Year: 2021 PMID: 33987399 PMCID: PMC8106092 DOI: 10.21037/atm-21-1561
Source DB: PubMed Journal: Ann Transl Med ISSN: 2305-5839
Baseline characteristics of COVID-19 patients
| Baseline characteristics | All patients (N=349) | No extrapulmonary injury (n=184) | Extrapulmonary injury (n=165) | P value | ||||
|---|---|---|---|---|---|---|---|---|
| One injury | Two injuries | Three injuries | Four injuries | Five injuries | ||||
| Base line information | ||||||||
| Age range, year | 0.000 | |||||||
| ≤60 | 152 (43.6) | 103 (56.0) | 17 (39.5) | 8 (30.8) | 16 (44.4) | 4 (11.4) | 4 (16.0) | |
| >60 | 197 (56.4) | 81 (44.0) | 26 (60.5) | 18 (69.2) | 20 (55.6) | 31 (88.6) | 21 (84.0) | |
| Gender | 0.311 | |||||||
| Male | 182 (52.1) | 92 (50.0) | 21 (48.8) | 18 (69.2) | 21 (58.3) | 15 (42.9) | 15 (60.0) | |
| Female | 167 (47.9) | 92 (50.0) | 21 (51.2) | 8 (30.8) | 15 (41.7) | 20 (57.1) | 10 (40.0) | |
| Original comorbidities | ||||||||
| Hypertension | 143 (41.1) | 65 (35.3) | 14 (32.6) | 15 (57.7) | 14 (38.9) | 19 (55.9) | 16 (64.0) | 0.011 |
| ACE inhibitors | 63 (18.2) | 31 (16.8) | 3 (7.0) | 5 (19.2) | 5 (13.9) | 10 (29.4) | 9 (37.5) | 0.031 |
| Diabetes | 66 (19.0) | 28 (15.2) | 10 (23.3) | 8 (32.0) | 5 (13.9) | 9 (25.7) | 6 (24.0) | 0.220 |
| Cardiovascular disease | 41 (11.7) | 16 (8.7) | 4 (9.3) | 7 (26.9) | 5 (13.9) | 3 (8.6) | 6 (24.0) | 0.038 |
| COPD | 16 (4.6) | 4 (2.2) | 3 (7.0) | 1 (3.8) | 4 (11.1) | 3 (8.6) | 1 (4.0) | 0.165 |
| Signs and symptoms | ||||||||
| Fever | 304 (87.1) | 160 (87.0) | 40 (93.0) | 22 (84.6) | 30 (83.3) | 30 (85.7) | 22 (88.0) | 0.846 |
| Dry cough | 235 (67.3) | 119 (64.7) | 30 (69.8) | 18 (69.2) | 26 (72.2) | 24 (68.6) | 18 (72.0) | 0.923 |
| Fatigue | 172 (49.3) | 88 (47.8) | 22 (51.2) | 13 (50.0) | 17 (47.2) | 17 (48.6) | 15 (60.0) | 0.920 |
| Expectoration | 137 (39.3) | 73 (39.7) | 18 (41.9) | 10 (38.5) | 11 (30.6) | 18 (51.4) | 7 (28.0) | 0.442 |
| Diarrhea | 92 (26.4) | 53 (28.8) | 16 (37.2) | 3 (11.5) | 9 (25.0) | 4 (11.4) | 7 (28.0) | 0.070 |
| Anorexia | 94 (26.9) | 47 (25.5) | 14 (32.6) | 9 (34.6) | 5 (13.9) | 10 (28.6) | 9 (36.0) | 0.320 |
| Dyspnea | 212 (60.7) | 98 (53.3) | 25 (58.1) | 14 (53.8) | 27 (75.0) | 28 (80.0) | 20 (80.0) | 0.004 |
| Vital signs | ||||||||
| Heart rate, bpm | 92.93±16.83 | 91.17±14.92 | 90.53±15.37 | 93.58±15.81 | 96.63±23.21 | 96.80±18.86 | 98.64±0.55 | 0.360 |
| Respiratory rate, rpm | 23.68±6.98 | 22.45±6.83 | 23.44±6.30 | 23.54±5.79 | 26.75±8.05 | 25.31±7.13 | 26.52±6.51 | 0.000 |
| Systolic pressure, mmHg | 132.2±19.77 | 132.10±18.20 | 132.49±19.29 | 133.04±18.75 | 133.0±21.16 | 129.43±23.18 | 134.36±26.33 | 0.873 |
| SpO2/FiO2 | 353.78±128.65 | 316.53±100.47 | 270.74±134.40 | 170.47±103.89 | 167.17±101.84 | 151.13±98.75 | 121.19±74.29 | 0.000 |
| ARDS | 148 (42.4) | 20 (10.9) | 15 (34.9) | 19 (73.1) | 34 (94.4) | 35 (100.0) | 25 (100.0) | 0.000 |
| Laboratory findings at admission | ||||||||
| WBC, ×109/L | 7.65±4.94 | 4.87±2.56 | 7.35±6.38 | 8.10±6.17 | 10.50±6.04 | 10.51±5.22 | 12.92±5.07 | 0.000 |
| Neutrophils, ×109/L | 6.44±6.52 | 4.25±2.46 | 5.86±5.82 | 10.43±17.14 | 9.09±5.64 | 9.37±5.09 | 11.86±4.95 | 0.000 |
| lymphocytes, ×109/L | 1.55±10.48 | 2.28±14.38 | 0.94±0.54 | 0.5±0.23 | 0.81±0.67 | 0.65±0.35 | 0.56±0.31 | 0.000 |
| N/L | 11.08±17.03 | 4.77±4.47 | 7.32±6.43 | 26.45±41.75 | 15.62±11.82 | 21.54±20.11 | 27.89±19.87 | 0.000 |
| Platelets, ×109/L | 207.0±95.9 | 240.8±86.4 | 188.4±99.51 | 185.56±93.06 | 193.43±98.24 | 142.06±70.03 | 114.04±61.77 | 0.000 |
| RDW | 13.14±5.88 | 12.56±1.16 | 15.26±16.11 | 13.30±1.50 | 12.95±1.35 | 12.95±1.28 | 14.25±3.86 | 0.001 |
| HS-CRP, mg/L | 71.11±69.56 | 42.35±48.46 | 63.94±56.51 | 93.77±67.45 | 129.33±77.28 | 90.74±60.84 | 163.45±81.25 | 0.000 |
| PCT, ng/mL | 0.76±4.75 | 0.32±2.41 | 0.22±0.47 | 0.67±1.62 | 0.66±1.03 | 0.61±1.01 | 4.85±15.34 | 0.000 |
| IL-2R, U/mL | 952.04±686.50 | 734.0±387.31 | 839.14±448.27 | 1,443.14±1,357.08 | 1,197.68±677.09 | 1,116.76±439.55 | 1,640.76±1,142.94 | 0.000 |
| IL-6, pg/mL | 62.68±141.44 | 19.54±23.87 | 38.73±48.97 | 76.78±135.77 | 189.15±346.97 | 98.21±85.17 | 179.33±203.38 | 0.000 |
| IL-8, pg/mL | 42.42±101.57 | 22.32±39.85 | 57.46±149.33 | 89.28±275.33 | 37.11±31.95 | 63.12±58.83 | 87.17±98.71 | 0.000 |
| IL-10, pg/mL | 20.26±19.57 | 6.51±5.65 | 7.94±7.11 | 10.56±9.79 | 11.48±6.88 | 14.43±8.54 | 20.3±19.57 | 0.000 |
| TNF-α, pg/mL | 10.77±7.96 | 8.34±3.63 | 8.74±2.52 | 11.24±5.91 | 12.97±7.13 | 16.05±13.67 | 20.77±14.71 | 0.000 |
| PT, s | 15.32±7.62 | 14.72±10.02 | 14.53±1.10 | 15.10±1.87 | 15.16±1.79 | 17.01±3.94 | 18.78±5.20 | 0.000 |
| APTT, s | 43.24±13.79 | 41.6±11.17 | 43.66±13.43 | 45.56±16.68 | 40.58±14.64 | 45.73±18.21 | 52.03±16.75 | 0.175 |
| D-Dimer, μg/mL | 5.37±8.48 | 1.96±3.95 | 4.61±10.95 | 7.02±10.32 | 10.61±9.01 | 11.01±9.74 | 14.46±9.31 | 0.000 |
| Fibrinogen, g/L | 4.85±1.70 | 5.00±1.29 | 4.64±1.31 | 5.19±1.70 | 5.67±1.83 | 3.98±2.35 | 3.98±2.48 | 0.000 |
| High-sensitivity cardiac troponin I, pg/mL | 739.22±3,470.45 | 43.50±234.79 | 12.50±14.70 | 83.87±175.67 | 637.00±1,973.86 | 2,581.52±8,213.76 | 3,861.09±5,633.70 | 0.000 |
| CK-MB, ng/mL | 6.38±23.815 | 5.46±23.41 | 1.73±2.29 | 2.49±2.35 | 6.38±10.29 | 16.01±48.75 | 9.60±9.89 | 0.000 |
| ALT, U/L | 46.57±157.70 | 29.92±29.31 | 35.15±43.84 | 35.40±29.29 | 37.03±23.34 | 29.06±17.51 | 235.92±550.67 | 0.000 |
| AST, U/L | 57.33±199.81 | 32.29±21.97 | 40.74±34.90 | 46.76±35.05 | 48.79±28.41 | 46.74±26.18 | 306.76±703.085 | 0.000 |
| TBIL, μmol/L | 13.67±28.29 | 9.27±4.30 | 10.57±4.60 | 13.36±5.36 | 12.69±8.02 | 17.11±16.38 | 48.34±96.96 | 0.000 |
| Albumin, g/L | 33.78±6.30 | 35.81±5.13 | 34.63±7.01 | 33.06±7.78 | 29.72±6.45 | 29.5±4.89 | 29.7±5.51 | 0.000 |
| Creatinine, μmol/L | 92.70±95.60 | 80.08±84.84 | 73.24±27.97 | 108.72±107.63 | 115.94±175.19 | 104.32±58.97 | 152.96±84.20 | 0.000 |
| e-GFR, mL/min/1.73 m2 | 82.95±27.34 | 91.01±22.95 | 89.66±20.88 | 75.00±31.37 | 75.61±29.37 | 68.43±24.93 | 50.90±27.98 | 0.000 |
| LDH, U/L | 420.40±295.79 | 295.80±135.91 | 351.79±150.49 | 428.88±168.20 | 559.94±250.14 | 613.06±334.78 | 981.92±514.34 | 0.000 |
| Glucose, mmol/L | 8.36±4.49 | 7.08±3.20 | 8.42±3.12 | 10.51±5.95 | 8.49±3.20 | 11.66±7.22 | 11.01±5.80 | 0.000 |
| Treatments | ||||||||
| Antiviral | 287 (82.2) | 163 (88.6) | 39 (90.7) | 19 (73.1) | 30 (83.3) | 25 (71.4) | 11 (44.0) | 0.000 |
| Antibiotic | 270 (77.4) | 122 (66.3) | 33 (76.7) | 23 (88.5) | 34 (94.4) | 33 (94.3) | 25 (100.0) | 0.000 |
| Corticosteroid | 226 (64.8) | 90 (48.9) | 29 (67.4) | 22 (84.6) | 32 (88.9) | 32 (91.4) | 21 (84.0) | 0.000 |
| Immunoglobulin | 159 (45.6) | 56 (30.4) | 20 (46.5) | 15 (57.7) | 24 (66.7) | 27 (77.1) | 17 (68.0) | 0.000 |
| Oxygen support | ||||||||
| HFNC | 40 (11.5) | 3 (1.6) | 7 (16.3) | 6 (23.1) | 10 (27.8) | 10 (28.6) | 4 (16.0) | 0.000 |
| NIV | 86 (24.6) | 12 (6.5) | 11 (25.6) | 14 (53.8) | 21 (58.3) | 15 (42.9) | 13 (52.0) | 0.000 |
| IV | 101 (28.9) | 1 (0.5) | 8 (18.6) | 12 (46.2) | 30 (83.3) | 31 (88.6) | 19 (76.0) | 0.000 |
| Prognosis | ||||||||
| Death | 140 (40.1) | 17 (9.2) | 11 (25.6) | 20 (76.9) | 34 (94.4) | 33 (94.3) | 25 (100.0) | 0.000 |
COPD, chronic obstructive pulmonary disease; ARDS, acute respiratory distress syndrome; WBC, white blood count cell; N/L, neutrophil-to-lymphocyte ratio; RDW, red cell distribution width; HS-CRP, high-sensitivity C-reactive protein; PCT, procalcitonin; e-GFR, glomerular filtration rate; IL, interleukin; PT, prothrombin time; APTT, activated partial thromboplastin time; CK-MB, creatine kinase MB; ALT, alanine transaminase; AST, aspertate aminotransferase; TBIL, total bilirubin; LDH, lactate dehydrogenase; HFNC, high-flow nasal cannula; NIV, noninvasive ventilation; IV, invasive ventilation.
Value assignment of ordinal logistic regression model variables
| Variable | Value assignment |
|---|---|
| Age range, year | ≤60=0, >60=1 |
| Hypertension | No =0, yes =1 |
| ACE inhibitors | No =0, yes =1 |
| Cardiovascular disease | No =0, yes =1 |
| Respiratory rate, rpm | <24=0, ≥24=1 |
| SpO2/FiO2 | ≤150=1, 150–235=2, 235–315=3, >315=4 |
| ARDS | No=0, yes=1 |
| Neutrophils, ×109/L | ≤1.8=1, 18–6.3=2, >6.3=3 |
| lymphocytes, ×109/L | <1.1=0, ≥1.1=1 |
| RDW | <14.9=0, ≥14.9=1 |
| HS-CRP, mg/L | ≤1=0, >1=1 |
| PCT, ng/mL | <0.5=0, ≥0.5=1 |
| IL-6, pg/mL | <7=0, >7=1 |
| D-Dimer, μg/mL | <0.5=0, ≥0.5=1 |
| LDH, U/L | ≤225=0, >225=1 |
| Dependent variable: extrapulmonary injury | No extrapulmonary injury =0, |
ACE, angiotension converting enzyme; ARDS, acute respiratory distress syndrome; RDW, red cell distribution width; HS-CRP, high-sensitivity C-reactive protein; PCT, procalcitonin; IL, interleukin; LDH, lactate dehydrogenase.
Ordinal logistic regression model of extrapulmonary injury
| Variable | Estimate | Std. Error | Wald value | P | OR | 95% confidence interval | |
|---|---|---|---|---|---|---|---|
| Lower bound | Upper bound | ||||||
| Age range | 0.602 | 0.277 | 4.711 | 0.030 | 1.826 | 1.060 | 3.142 |
| Hypertension | 0.136 | 0.299 | 0.206 | 0.650 | 1.146 | 0.637 | 2.059 |
| ACE inhibitors | 0.202 | 0.383 | 0.279 | 0.598 | 1.224 | 0.578 | 2.591 |
| Cardiovascular disease | −0.390 | 0.392 | 0.989 | 0.320 | 0.677 | 0.314 | 1.459 |
| Respiratory rate | 0.042 | 0.271 | 0.024 | 0.878 | 1.043 | 0.613 | 1.774 |
| ARDS | 1.011 | 0.490 | 4.250 | 0.039 | 2.748 | 1.051 | 7.185 |
| Lymphocytes | −0.739 | 0.351 | 4.444 | 0.035 | 0.478 | 0.240 | 0.949 |
| RDW | −0.181 | 0.380 | 0.226 | 0.634 | 0.834 | 0.396 | 1.758 |
| HS-CRP | 0.194 | 0.562 | 0.119 | 0.730 | 1.214 | 0.403 | 3.655 |
| PCT | 0.628 | 0.357 | 3.087 | 0.079 | 1.874 | 0.930 | 3.773 |
| IL-6 | 0.509 | 0.257 | 3.916 | 0.048 | 1.664 | 1.005 | 2.751 |
| D-Dimer | 0.784 | 0.318 | 6.099 | 0.014 | 2.190 | 1.176 | 4.084 |
| LDH | 0.232 | 0.400 | 0.337 | 0.562 | 1.261 | 0.576 | 2.765 |
| [SpO2/FiO2 =1] | 0.238 | 0.479 | 0.246 | 0.620 | 1.269 | 0.496 | 3.245 |
| [SpO2/FiO2 =2] | 0.079 | 0.452 | 0.031 | 0.861 | 1.082 | 0.446 | 2.627 |
| [SpO2/FiO2 =3] | −0.360 | 0.378 | 0.906 | 0.341 | 0.698 | 0.332 | 1.465 |
| [SpO2/FiO2 =4] | – | – | – | – | – | – | – |
| [Neutrophils =1] | 0.000 | 0.553 | 0.000 | 1.000 | 1.000 | 0.338 | 2.959 |
| [Neutrophils =2] | −0.142 | 0.318 | 0.198 | 0.656 | 0.868 | 0.466 | 1.618 |
| [Neutrophils =3] | – | – | – | – | – | – | – |
SpO2/FiO2: ≤150=1, 150–235=2, 235–315=3, >315=4; Neutrophils: ≤1.8=1, 18–6.3=2, >6.3=3. ACE, angiotension converting enzyme; ARDS, acute respiratory distress syndrome; RDW, red cell distribution width; HS-CRP, high-sensitivity C-reactive protein; PCT, procalcitonin; IL, interleukin; LDH, lactate dehydrogenase.
Figure 1Kaplan-Meier curves of myocardial injury for survival of COVID-19.
Figure 2Kaplan-Meier curves of liver injury for survival of COVID-19.
Figure 3Kaplan-Meier curves of kidney injury for survival of COVID-19.
Figure 4Kaplan-Meier curves of blood system injury for survival of COVID-19.
Figure 5Kaplan-Meier curves of circulatory system injury for survival of COVID-19.
Cox proportional hazards model
| Variable | Estimate | Std. Error | Wald value | P | HR | 95% confidence interval | |
|---|---|---|---|---|---|---|---|
| Lower bound | Upper bound | ||||||
| Myocardial injury | 1.623 | 0.316 | 26.370 | 0.000 | 5.068 | 2.728 | 9.417 |
| Liver injury | 0.175 | 0.197 | 0.797 | 0.372 | 1.192 | 0.811 | 1.752 |
| Kidney injury | –0.297 | 0.220 | 1.824 | 0.177 | 0.743 | 0.483 | 1.143 |
| Blood system injury | 0.255 | 0.188 | 1.838 | 0.175 | 1.291 | 0.893 | 1.866 |
| Circulatory system injury | 1.405 | 0.311 | 20.418 | 0.000 | 4.076 | 2.216 | 7.498 |