Indicators | Total | Survivors | Non-survivors | P value | ||
---|---|---|---|---|---|---|
N = 993 | N = 712 |  | N = 281 |  | ||
Characteristics | Â | Â | Â | Â | Â | Â |
 Age, years | 68(63–74) | N = 712 | 68(63–73) | N = 281 | 69(62–77) | 0.100 |
 Sex |  | N = 712 |  | N = 281 |  |  |
  Male | 655(65.96%) |  | 464(65.17%) |  | 191(67.97%) | 0.401 |
  Female | 338(34.04%) |  | 248(34.83%) |  | 90(32.03%) |  |
Comorbidities | Â | Â | Â | Â | Â | Â |
 Hypertension | 401(40.38%) | N = 712 | 292(41.01%) | N = 281 | 109(38.79%) | 0.521 |
 Diabetes | 174(17.52%) | N = 712 | 134(18.82%) | N = 281 | 40(14.23%) | 0.087 |
 Coronary heart disease | 104(10.47%) | N = 712 | 72(10.11%) | N = 281 | 32(11.39%) | 0.554 |
 Cerebrovascular disease | 39(3.93%) | N = 712 | 27(3.79%) | N = 281 | 12(4.27%) | 0.727 |
 Pulmonary tuberculosis | 22(2.22%) | N = 712 | 13(1.83%) | N = 281 | 9(3.20%) | 0.184 |
 Hepatitis | 17(1.71%) | N = 712 | 10(1.40%) | N = 281 | 7(2.49%) | 0.234 |
 Chronic bronchitis | 19(1.91%) | N = 712 | 11(1.54%) | N = 281 | 8(2.85%) | 0.177 |
 Chronic obstructive pulmonary disease | 9(0.91%) | N = 712 | 5(0.70%) | N = 281 | 4(1.42%) | 0.280 |
Initial symptoms | N = 919 |  | N = 663 |  | N = 256 |  |
 Fever | 718(78.13%) |  | 523(78.88%) |  | 195(76.17%) | 0.373 |
 Cough | 632(68.77%) |  | 471(71.04%) |  | 161(62.89%) | 0.017* |
 Dyspnea | 409(44.50%) |  | 280(42.23%) |  | 129(50.39%) | 0.026* |
 Expectoration | 399(43.42%) |  | 293(44.19%) |  | 106(41.41%) | 0.445 |
 Diarrhoea | 199(21.65%) |  | 140(21.12%) |  | 59(23.05%) | 0.524 |
 Fatigue | 170(18.50%) |  | 119(17.95%) |  | 51(19.92%) | 0.490 |
 Chest tightness | 147(16.00%) |  | 106(15.99%) |  | 41(16.02%) | 0.992 |
 Chills | 97(10.55%) |  | 72(10.86%) |  | 25(9.77%) | 0.628 |
 Myalgia | 82(8.92%) |  | 67(10.11%) |  | 15(5.86%) | 0.043* |
 Anorexia | 71(7.73%) |  | 50(7.54%) |  | 21(8.20%) | 0.736 |
 Headache | 56(6.09%) |  | 43(6.49%) |  | 13(5.08%) | 0.424 |
 Vertigo | 40(4.35%) |  | 21(3.17%) |  | 19(7.42%) | 0.005* |
 Othersη | 124(13.49%) |  | 104(15.69%) |  | 20(7.81%) | 0.002* |
Vital signs | Â | Â | Â | Â | Â | Â |
 Temperature, ℃ | 36.6(36.3–37.1) | N = 712 | 36.5(36.2–36.9) | N = 281 | 36.8(36.4–37.6) |  < 0.0001* |
 Heart rate, bpm | 92(80–105) | N = 712 | 88(78–99) | N = 281 | 102(90–115) |  < 0.0001* |
 Respiratory rate, bpm | 20(20–23) | N = 712 | 20(20–21) | N = 281 | 26(21–33) |  < 0.0001* |
 Mean arterial pressure, mmHg | 95(86.67–104.33) | N = 711 | 96.67(89.33–105.67) | N = 281 | 88.67(79–99) |  < 0.0001* |
CT findings | N = 757 |  | N = 699 |  | N = 58 |  |
 Patchy shadows | 586(77.41%) |  | 544(77.83%) |  | 42(72.41%) | 0.344 |
 Ground-glass opacity | 338(44.65%) |  | 307(43.92%) |  | 31(53.45%) | 0.161 |
 Fibrous stripes | 262(34.61%) |  | 253(36.19%) |  | 9(15.52%) | 0.001* |
 Pleural thickening | 212(28.01%) |  | 188(26.90%) |  | 24(41.38%) | 0.018* |
 Nodules | 60(7.93%) |  | 55(7.87%) |  | 5(8.62%) | 0.800 a |
 Lymphadenia | 214(28.27%) |  | 192(27.47%) |  | 22(37.93%) | 0.089 |
 Bilateral pulmonary | 735(97.09%) |  | 677(96.85%) |  | 58(100.00%) | 0.413 a |
 Right lung | 12(1.59%) |  | 12(1.72%) |  | 0(0.00%) | 0.614 a |
 Left lung | 10(1.32%) |  | 10(1.43%) |  | 0(0.00%) | 1.000 a |
Laboratory examinations | Â | Â | Â | Â | Â | Â |
 Blood routine |  |  |  |  |  |  |
  Leukocytes, # (N = 993), × 109/L | 6.12(4.66–8.28) | N = 712 | 5.63(4.43–7.14) | N = 281 | 8.91(6.00–13.03) |  < 0.0001* |
  Monocytes, % (N = 993) | 8.10(5.40–10.40) | N = 712 | 8.90(7.00–10.90) | N = 281 | 4.60(2.70–7.50) |  < 0.0001* |
  Neutrophils, % (N = 993) | 73.60(63.70–83.90) | N = 712 | 69.00(60.30–77.35) | N = 281 | 87.10(79.90–92.20) |  < 0.0001* |
  Eosinophils, % (N = 993) | 0.30(0.00–1.30) | N = 712 | 0.70(0.00–1.70) | N = 281 | 0.00(0.00–0.10) |  < 0.0001* |
Immune cell subsets | Â | Â | Â | Â | Â | Â |
 Lymphocytes, # (N = 993), × 109/L | 0.94(0.64–1.34) | N = 712 | 1.09(0.76–1.46) | N = 281 | 0.63(0.44–0.85) |  < 0.0001* |
 CD3+CD19− T cells, # (N = 207), /μL | 782.00(394.00–1060.00) | N = 153 | 905.00(682.00–1173.00) | N = 54 | 276.50(132.75–408.50) |  < 0.0001* |
 CD3+CD8+ T cells, # (N = 207), /μL | 248.00(112.50–350.50) | N = 153 | 280.00(206.00–384.00) | N = 54 | 62.00(29.25–127.00) |  < 0.0001* |
 CD3−CD19+ B cells, # (N = 207), /μL | 137.00(78.00–205.00) | N = 153 | 156.00(117.00–209.00) | N = 54 | 73.50(40.25–143.00) |  < 0.0001* |
 CD3−CD16+CD56+ NK cells, # (N = 207), /μL | 160.00(72.50–278.50) | N = 153 | 209.00(128.00–313.00) | N = 54 | 36.50(16.00–74.75) |  < 0.0001* |
 T cells + B cells + NK cells, # (N = 207), /μL | 1134.00(687.00–1533.00) | N = 153 | 1337.00(995.00–1662.00) | N = 54 | 406.00(269.75–692.50) |  < 0.0001* |
Inflammatory cytokines and biomarkers | Â | Â | Â | Â | Â | Â |
 IL-6 (N = 796), pg/mL | 14(3.42–49.38) | N = 594 | 6.85(2.82–24.18) | N = 202 | 61.35(29.27–151.45) |  < 0.0001* |
 IL-10 (N = 778), pg/mL | 5.00(5.00–8.90) | N = 579 | 5.00(5.00–5.85) | N = 199 | 10.30(6.35–18.70) |  < 0.0001* |
 IL-8 (N = 779), pg/mL | 14.20(8.00–27.95) | N = 579 | 11.60(6.80–20.25) | N = 200 | 28.40(16.35–61.83) |  < 0.0001* |
 TNF-α (N = 786), pg/mL | 8.60(6.60–11.80) | N = 586 | 8.10(6.10–10.70) | N = 200 | 11.45(8.1–16.50) |  < 0.0001* |
 IL-1β (N = 778), pg/mL | 6.92(7.44) | N = 578 | 6.49(6.35) | N = 200 | 8.15(9.88) |  < 0.0001* |
 IL-2R (N = 774), U/mL | 675.50(446.25–1078.00) | N = 576 | 599.50(407.75–873.25) | N = 198 | 1148.00(740.25–1615.00) |  < 0.0001* |
 Ferritin (N = 602), μg/L | 751.00(421.10–1439.05) | N = 420 | 566.90(351.53–989.13) | N = 182 | 1407.35(832.68–2400.18) |  < 0.0001* |
 hs-CRP (N = 980), mg/L | 41.05(6.90–98.38) | N = 704 | 20.85(3.58–66.33) | N = 276 | 105.60(59.33–164.43) |  < 0.0001* |
 Procalcitonin (N = 890), ng/mL | 0.08(0.05–0.21) | N = 629 | 0.06(0.04–0.09) | N = 261 | 0.29(0.12–0.89) |  < 0.0001* |
Organ damage indexes | Â | Â | Â | Â | Â | Â |
 ALT (N = 991), U/L | 24.00(15.00–39.00) | N = 710 | 23.00(15.00–38.00) | N = 281 | 27.00(18.00–42.00) | 0.004* |
 AST (N = 991), U/L | 30.00(21.00–44.00) | N = 710 | 26.50(19.00–38.00) | N = 281 | 41.00(29.00–59.00) |  < 0.0001* |
 TBIL (N = 993), μmol/L | 10.00(7.40–13.90) | N = 712 | 9.40(7.20–12.55) | N = 281 | 12.30(9.00–18.60) |  < 0.0001* |
 ALB/GLO (N = 988) | 0.99(0.83–1.21) | N = 708 | 1.05(0.89–1.26) | N = 280 | 0.86(0.75–1.00) |  < 0.0001* |
 LDH (N = 950), U/L | 302.00(225.00–442.75) | N = 673 | 262.00(209.00–328.00) | N = 277 | 504.00(364.00–669.00) |  < 0.0001* |
 ALP (N = 952), U/L | 68.00(56.00–86.00) | N = 671 | 66.00(55.50–79.00) | N = 281 | 78.00(60.00–107.00) |  < 0.0001* |
 Amylase (N = 486), U/L | 63.50(43.00–83.00) | N = 342 | 67.00(48.00–83.00) | N = 144 | 52.00(36.00–84.00) | 0.004* |
 eGFR (N = 987), mL/(min*1.73 m2) | 82.60(66.80–92.80) | N = 709 | 85.90(71.60–93.00) | N = 278 | 72.60(47.83–90.98) |  < 0.0001* |
 Creatinine (N = 988), μmol/L | 78.00(65.00–93.25) | N = 712 | 75.00(64.00–88.00) | N = 281 | 86.00(66.50–114.00) |  < 0.0001* |
 NT-proBNP (N = 841), pg/mL | 230.00(89.00–744.00) | N = 589 | 152.00(64.00–335.00) | N = 252 | 888.50(362.50–2567.00) |  < 0.0001* |
 CK-MB (N = 650), U/L | 1.00(0.60–1.90) | N = 477 | 0.80(0.50–1.30) | N = 173 | 2.40(1.20–5.80) |  < 0.0001* |
 hs-cTnI (N = 905), pg/mL | 7.70(3.60–20.70) | N = 644 | 5.40(2.80–10.93) | N = 261 | 35.30(11.20–194.70) |  < 0.0001* |
 Platelets, # (N = 988), × 109/L | 206.00(149.00–273.25) | N = 712 | 219.00(167.00–285.00) | N = 281 | 159.00(111.00–223.50) |  < 0.0001* |
PT (N = 980), s | 14.10(13.50–15.00) | N = 699 | 13.90(13.30–14.40) | N = 281 | 15.30(14.30–16.90) |  < 0.0001* |
 APTT (N = 930), s | 39.40(36.10–43.50) | N = 680 | 39.25(36.00–42.83) | N = 250 | 40.25(36.23–46.00) | 0.005* |
 D-Dimer (N = 966), μg/mL | 1.14(0.51–2.68) | N = 691 | 0.77(0.41–1.64) | N = 275 | 4.10(1.39–15.70) |  < 0.0001* |
 FDP (N = 727), g/L | 4.50(4.00–14.40) | N = 515 | 4.00(4.00–5.50) | N = 212 | 25.85(7.40–86.50) |  < 0.0001* |
 PTA (N = 980), % | 87.00(77.75–95.25) | N = 699 | 90.00(84.00–98.00) | N = 281 | 75.00(62.00–86.00) |  < 0.0001* |
Metabolism indexes | Â | Â | Â | Â | Â | Â |
 HbA1c (N = 351), % | 6.40(6.00–7.30) | N = 251 | 6.30(6.00–7.15) | N = 100 | 6.65(6.10–7.43) | 0.022* |
 K+ (N = 993), mmol/L | 4.23(3.80–4.61) | N = 712 | 4.19(3.78–4.55) | N = 281 | 4.36(3.88–4.86) | 0.001* |
 Ca2+ (N = 992), mmol/L | 2.12(2.04–2.21) | N = 712 | 2.15(2.07–2.23) | N = 281 | 2.06(1.99–2.14) |  < 0.0001* |
Blood gas characteristics | Â | Â | Â | Â | Â | Â |
 PaO2 (N = 303), mmHg | 82.00(68.00–88.00) | N = 181 | 85.70(81.00–92.00) | N = 122 | 68.30(52.30–80.80) |  < 0.0001* |
 SaO2 (N = 303), % | 95.70(88.00–98.50) | N = 181 | 98.10(95.90–99.10) | N = 122 | 85.50(71.00–92.00) |  < 0.0001* |
 PaCO2 (N = 304), mmHg | 37.50(32.28–42.33) | N = 182 | 39.80(34.50–43.35) | N = 122 | 34.60(30.30–37.90) |  < 0.0001* |
 Actual bicarbonate (N = 304), mmol/L | 23.75(20.50–25.80) | N = 182 | 24.40(22.25–26.15) | N = 122 | 22.30(19.30–24.90) |  < 0.0001* |
Score prediction | N = 303 |  | N = 181 |  | N = 122 |  |
 SOFA score | 3.00(2.00–4.00) |  | 2.00(2.00–3.00) |  | 4.00(3.00–6.00) |  < 0.0001* |
 qSOFA score | 0.00(0.00–1.00) |  | 0.00(0.00–1.00) |  | 1.00(0.25–1.00) |  < 0.0001* |
 APACHE II score | 13.00(9.00–17.00) |  | 10.00(7.00–13.00) |  | 17.00(14.00–20.00) |  < 0.0001* |
 SIRS score | 1.00(1.00–2.00) |  | 1.00(0.00–2.00) |  | 2.00(1.00–2.00) |  < 0.0001* |