Table 5.
Parameter Time of Assessment | Units | Low Risk [0–1] |
Medium [2–3] |
High Risk [≥4] |
p-Value OMNIBUS |
p-Value for Post-Hoc Analysis | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
Females | Males | Females | Males | Females | Males | Females | Males | Females | Males | ||
Biochemistry | |||||||||||
Glucose mean ± SD/min-max/N On admission |
mg/dL | 128.1 ± 67.0 61.0–671.0 425 |
139.3 ± 79.5 28.0–933.0 638 |
144.1 ± 74.9 54.0–662.0 257 |
160.5 ± 110.3 47.0–1026.0 192 |
149.1 ± 86.5 70–685 120 |
152.0 ± 109.4 37.0–1064.0 126 |
0.0035 | 0.0315 | 0.014 a 0.039 b 0.849 c |
0.038 a 0.433 b 0.779 c |
On discharge | 119.0 ± 56.0 37.0–595.0 425 |
127.3 ± 78.8 50.0–1444.0 638 |
136.4 ± 75.3 54.0–596.0 257 |
150.7 ± 92.2 47.0–578.0 192 |
144.8 ± 90.4 14.0–685.0 120 |
143.5 ± 63.1 37.0–406.0 126 |
0.0003 | 0.0012 | 0.004 a 0.01 b 0.653 c |
0.005 a 0.033 b 0.688 c |
|
Glycated hemoglobin (HbA1c) mean ± SD/min-max/N On admission |
% | 7.1 ± 1.9 4.2–12.2 47 |
7.9 ± 2.5 4.9–14.9 80 |
7.9 ± 2.7 4.9–16.6 39 |
7.2 ± 1.4 4.8–12.2 36 |
7.2 ± 1.7 5.1–11.4 33 |
7.4 ± 1.9 5.1–13.7 28 |
0.3182 | 0.1497 | N/A | N/A |
On discharge | 7.0 ± 1.8 4.2–12.2 47 |
7.8 ± 2,4 4.9–14.9 80 |
7.9 ± 2.7 4.9–16.8 39 |
7.1 ± 1.4 4.7–12.2 36 |
7.2 ± 1.7 5.1–11.4 33 |
7.4 ± 1.9 5.1–13.7 28 |
0.2299 | 0.1563 | N/A | N/A | |
Urea mean ± SD/min-max/N On admission |
mg/dL | 36.3 ± 35.1 7.0–301.0 481 |
47.6 ± 35.8 5.0–307.0 664 |
60.2 ± 50.6 8.0–353.0 256 |
69.9 ± 47.5 15.0–271.0 199 |
69.5 ± 48.9 12.0–336.0 124 |
84.4 ± 57.1 17.0–369.0 133 |
<0.0001 | <0.0001 |
<0.0001a,b 0.197 c |
<0.0001a,b
0.042 c |
On discharge | 35.5 ± 29.6 7.0–231.0 481 |
44.9 ± 32.9 5.0–307.0 664 |
59.0 ± 48.2 10.0–353.0 256 |
75.6 ± 59.8 12.0–396.0 199 |
66.9 ± 41.7 15.0–204.0 124 |
88.9 ± 58.6 21.0–342.0 133 |
<0.0001 | <0.0001 |
<0.0001a,b 0.236 c |
<0.0001a,b 0.11 c |
|
Creatinine mean ± SD/min-max/N On admission |
mg/dL | 1.0 ± 0.99 0.34–11.99 533 |
1.26 ± 1.3 0.26–14.87 683 |
1.22 ± 0.97 0.48–9.56 275 |
1.76 ± 1.6 0.58–12.66 203 |
1.58 ± 1.27 0.44–8.46 130 |
2.02 ± 1.81 0.49–11.3 137 |
<0.0001 | <0.0001 |
0.008 a
< 0.0001 b 0.012 c |
0.0002 a < 0.0001 b 0.369 c |
On discharge | 0.96 ± 0.86 0.34–9.11 533 |
1.16 ± 1.18 0.26–14.87 683 |
1.16 ± 0.92 0.45–9.06 275 |
1.81 ± 1.72 0.43–12.35 203 |
1.42 ± 1.21 0.43–7.66 130 |
1.89 ± 1.58 0.43–9.27 137 |
<0.0001 | <0.0001 |
0.009 a 0.0002 b 0.084 c |
<0.0001a,b 0.877 c |
|
eGFR mean ± SD/min-max/N On admission |
mL/min/1.73 m2 | 84.6 ± 32.1 0.0–207.0 531 |
85.3 ± 35.9 3.0–433.0 680 |
60.8 ± 25.0 4.0–136.0 275 |
63.7 ± 33.1 4.0–149.0 203 |
49.7 ± 26.4 5.0–145.0 130 |
55.3 ± 32.0 5.0–180.0 137 |
<0.0001 | <0.0001 |
0.0 a
< 0.0001 b 0.0002 c |
0.0 a
0.0 b 0.054 c |
On discharge | 86.6 ± 32.1 0.0–207.0 531 |
91.5 ± 36.5 3.0–433.0 680 |
65.0 ± 26.6 4.0–148.0 275 |
66.0 ± 36.1 4.0–208,0 203 |
58.2 ± 30.3 5.0–147.0 130 |
58.6 ± 35.7 6.0–209.0 137 |
<0.0001 | <0.0001 |
0.0 a < 0.0001 b 0.076 c |
<0.0001a,b 0.147 c |
|
Total protein mean ± SD/min-max/N On admission |
g/L | 6.1 ± 0.8 3.9–8.2 145 |
6.1 ± 0.8 3.5–8.1 186 |
5.8 ± 0.8 3.6–8.2 78 |
6.0 ± 1.0 4.2–9.5 74 |
5.7 ± 0.9 3.3–8.1 62 |
5.7 ± 0.9 3.4–8.2 61 |
0.0235 | 0.0555 | 0.148 a 0.033 b 0.741 c |
N/A |
On discharge | 6.0 ± 0.9 3.9–8.2 145 |
6.0 ± 0.9 3.0–8.1 186 |
5.7 ± 0.9 3.7–8.2 78 |
5.9 ± 0.9 4.3–9.1 74 |
5.5 ± 1.0 3.3–8.1 62 |
5.7 ± 0.9 3.4–7.8 61 |
0.0012 | 0.0162 |
0.049 a 0.002 b 0.388 c |
0.799 a 0.012 b 0.158 c |
|
Albumin mean ± SD/min-max/N On admission |
g/L | 3.1 ± 0.6 1.6–4.6 152 |
3.2 ± 0.6 1.5–5.1 222 |
3.0 ± 0.5 1.1–4.3 78 |
3.2 ± 0.6 2.1–4.4 82 |
2.9 ± 0.6 0.7–3.7 62 |
3.1 ± 0.6 1.5–4.9 67 |
0.0134 | 0.3087 | 0.287 a 0.011 b 0.307 c |
N/A |
On discharge | 3.1 ± 0.6 1.1–4.6 152 |
3.0 ± 0.7 0.4–5.1 222 |
3.0 ± 0.5 1.9–4.2 78 |
3.1 ± 0.6 1.7–4,4 82 |
2.8 ± 0.5 1.4–3.7 62 |
2.8 ± 0.7 0.9–4..5 67 |
0.005 | 0.0549 | 0.64 a 0.004 b 0.277 c |
N/A | |
AST mean ± SD/min-max/N On admission = |
IU/L | 56.8 ± 139.7 6.0–2405.0 384 |
62.7 ± 89.4 5.0–1261.0 499 |
72.7 ± 343.6 8.0–4776 193 |
58.8 ± 49.5 7.0–323.0 154 |
113.5 ± 450.8 8.0–3866.0 104 |
60.2 ± 101.8 10.0–731.0 107 |
0.3869 | 0.7844 | N/A | N/A |
On discharge | 123.4 ± 1244.4 10.0–23,896.0 384 |
68.3 ± 255.1 5.0–3761.0 499 |
43.3 ± 46.5 8.0–380.0 193 |
107.5 ± 537.6 11.0–6591.0 154 |
148.9 ± 702.4 8.0–6088.0 104 |
97.4 ± 402.4 7.0–4019.0 107 |
0.1438 | 0.5525 | N/A | N/A | |
ALT mean ± SD/min-max/N On admission |
IU/L | 47.0 ± 87.7 5.0–1411.0 435 |
61.4 ± 96.4 4.0–1278.0 537 |
52.2 ± 251.2 5.0–3700.0 219 |
45.0 ± 43.2 4.0–270.0 172 |
57.1 ± 183.6 5.0–1361.0 112 |
46.7 ± 88.2 6.0–612.0 113 |
0.8212 | 0.0081 | N/A |
0.006 a 0.256 b 0.98 c |
On discharge | 65.5 ± 265.4 6.0–5163.0 435 |
74.3 ± 105.0 4.0–1217.0 537 |
38.5 ± 46.1 5.0–449.0 219 |
65.1 ± 124.7 7.0–1247.0 172 |
74.4 ± 308.8 5.0–2985.0 112 |
71.4 ± 207.3 9.0–1570.0 113 |
0.0624 | 0.6835 | N/A | N/A | |
Bilirubin mean ± SD/min-max/N On admission |
mg/dL | 0.78 ± 1.68 0.1–19.1 363 |
0.88 ± 1.24 0.1–15.1 489 |
0.85 ± 0.88 0.2–9.2 195 |
0.80 ± 0.49 0.2–3.1 157 |
0.77 ± 0.51 0.1–4.2 100 |
0.98 ± 0.84 0.3–6.6 103 |
0.5771 | 0.1292 | N/A | N/A |
On discharge | 0.77 ± 1.65 0.1–19.0 363 |
0.95 ± 1.91 0.1–25.9 489 |
0.95 ± 2.55 0.2–35.3 195 |
0.76 ± 0.47 0.2–3.1 157 |
0.78 ± 0.67 0.3–6.1 100 |
1.06 ± 1.33 0.2–12.8 103 |
0.6611 | 0.0224 | N/A | 0.123 a 0.754 b 0.08 c |
|
LDH mean ± SD/min-max/N On admission |
U/L | 404.5 ± 478.5 50.0–7100.0 328 |
448.6 ± 282.2 120.0–3194.0 448 |
368.2 ± 189.8 44.0–1357.0 156 |
418.9 ± 212.9 134.0–1172.0 130 |
468.1 ± 1015.3 71.0–9505.0 83 |
416.9 ± 269.7 113.0–1863.0 86 |
0.3576 | 0.3427 | N/A | N/A |
On discharge | 387.2 ± 739.3 50.0–11,227.0 328 |
389.2 ± 396.2 93.0–6577.0 448 |
340.3 ± 167.3 44.0–1357.0 156 |
407.1 ± 243.5 112.0–1584.0 130 |
474.0 ± 1028.1 106.0–9505.0 83 |
388.8 ± 215.4 97.0–1260.0 86 |
0.292 | 0.7848 | N/A | N/A | |
Cardiacbiomarkers | |||||||||||
BNP mean ± SD/min-max/N On admission |
pg/mL | 152.5 ± 241.1 1.7–1130.8 54 |
254.1 ± 763.7 1.7–6924.2 107 |
455.4 ± 872.4 10.1–4890.6 50 |
433.3 ± 747.2 3.0–3153.2 50 |
711.7 ± 995.6 22.3–4993.0 56 |
1432.8 ± 2864.5 5.9–13,368.4 42 |
<0.0001 | 0.0206 | 0.054 a 0.0004 b 0.338 c |
0.35 a 0.031 b 0.082 c |
On discharge | 177.7 ± 308.1 5.3–1877.0 54 |
239.8 ± 753.1 1.7–6924.2 107 |
536.1 ± 1562.6 10.1–10,622.8 50 |
396.2 ± 697.6 3.0–3153.2 50 |
592.3 ± 769.1 22.3–3729.8 56 |
1389.2 ± 2735.4 11.9–13,368.4 42 |
0.0008 | 0.0206 | 0.257 a 0.001 b 0.971 c |
0.412 a 0.027 b 0.067 c |
|
NT-proBNP mean ± SD/min-max/N On admission |
ng/mL | 1467.1± 3250.7 18.7–16,551.7 62 |
2126.5± 9426.7 12.0–70,000.0 110 |
6608.9± 12,708.7 49.6–70,000.0 54 |
10,323.4 ± 16,141.4 18.2–70,000.0 55 |
14,888.1 ± 18,982.5 119.6–70,000.0 43 |
13,522.6 ± 19,276.7 343.7–70,000.0 55 |
<0.0001 | <0.0001 |
0.015 a
0.0001 b 0.043 c |
0.002 a 0.0003 b 0.614 c |
On discharge | 1694.0 ± 5047.8 28.5–35,000.0 62 |
1893.4 ± 7660.6 12.0–70,000.0 110 |
7852.3 ± 15,159.0 49.6–70,000.0 54 |
10,661.5 ± 16,202.2 18.2–70,000.0 55 |
13,084.8 ± 17,275.9 119.6–69,519.7 43 |
13,265.6 ± 17,873.3 391.3–70,000.0 55 |
<0.0001 | <0.0001 |
0.016 a 0.0003 b 0.267 c |
0.0009 a <0.0001 b 0.703 c |
|
Troponin I, mean ± SD/min-max/N On admission |
ng/mL | 53.1 ± 211.1 0.0–1994.8 263 |
189.6 ± 1015.9 1.3–11,758.2 415 |
658.5 ± 7215.3 1.9–94,365.5 171 |
3044.2 ± 15,485.9 1.0–125,592.6 134 |
988.4 ± 3316.8 3.3–21,022.9 94 |
542.0 ± 1724.6 4.8–14,128.8 97 |
0.015 | 0.0185 | 0.517 a 0.02 b 0.867 c |
0.087 a 0.133 b 0.156 c |
On discharge | 105.7 ± 873.1 0.2–12,391.6 263 |
124.0 ± 797.8 0.8–11,758.2 415 |
692.7 ± 7243.6 1.9–94,365.5 171 |
3359.3 ± 18,244.2 0.8–174,652.6 134 |
838.2 ± 3666.2 1.8–29.828.3 94 |
493.1 ± 1504.8 4.8–12,657.2 97 |
0.0977 | 0.0095 | N/A | 0.104 a 0.055 b 0.17 c |
|
n/n(%)/N = F: >46.8 ng/mL M: >102.6 ng/mL |
>3-fold upper range | 46 17.5 263 |
67 16.1 415 |
51 29.8 171 |
47 35.1 134 |
49 52.1 94 |
38 39.2 97 |
<0.0001 | <0.0001 |
0.0113 a
<0.0001b 0.0017 c |
<0.0001a,b 1.0 c |
LDL-cholesterol mean ± SD/min-max/N On admission |
mg/dL | 106.8 ± 64.8 6.0–510.0 85 |
96.2 ± 40.5 27.0–242.0 147 |
93.9 ± 39.7 23.0–199.0 69 |
79.4 ± 40.6 17.0–230.0 60 |
83.3 ± 44.2 14.0–187.0 49 |
64.2 ± 37.6 6.0–210.0 39 |
0.0498 | <0.0001 | 0.283 a 0.038 b 0.381 c |
0.022 a <0.0001 b 0.142 c |
HDL-cholesterol mean ± SD/min-max/N On admission |
mg/dL | 43.9 ± 17.9 2.0–120.0 86 |
37.7 ± 14.5 10.0–101.0 150 |
44.5 ± 16.7 12.0–110.0 69 |
35.2 ± 11.9 7.0–66.0 60 |
39.8 ± 17.5 8.0–79.0 48 |
34.0 ± 10.3 17.0–61.0 38 |
0.303979 | 0.154387 | N/A | N/A |
Triglycerides mean ± SD/min-max/N On admission |
mg/dL | 189.4 ± 154.5 40.0–1100.0 122 |
173.7 ± 105.1 44.0–664.0 237 |
141.0 ± 94.5 48.0–595.0 83 |
148.0 ± 98.8 50.0–550.0 81 |
133.4 ± 56.7 46.0–282.0 60 |
124.8 ± 66.9 51.0–413.0 56 |
0.0022 | 0.0001 |
0.016 a 0.001 b 0.817 c |
0.117 a <0.0001 b 0.232 c |
Hormones | |||||||||||
25-hydroxy-vitamin D mean ± SD/min-max/N On admission |
ng/mL | 27.4 ± 21.8 3.5–146.1 99 |
23.4 ± 15.0 3.5–126.4 206 |
26.1 ± 17.2 3.5–77.7 63 |
22.9 ± 15.4 5.1–75.6 45 |
22.4 ± 16.8 3.5–63.5 36 |
14.5 ± 9.6 3.5–39.1 25 |
0.3738 | 0.0006 | N/A | 0.974 a 0.0006 b 0.018 c |
TSH mean ± SD/min-max/N On admission |
mIU/L | 1.55 ± 2.0 0.01–18.6 186 |
1.2 ± 1.06 0.0–6.33 255 |
1.72 ± 2.98 0.01–28.81 137 |
1.31 ± 1.39 0.01–8.28 95 |
2.74 ±5.04 0.0–38.24 85 |
1.43 ± 1.25 0.0–6.36 62 |
0.1063 | 0.3834 | N/A | N/A |
Continuous variables are presented as: mean ± SD. range (minimum -maximum) and number of non-missing values. Categorized variables are presented as: a number with a percentage. Information about the numbers with valid values is provided in the left column. Abbreviations: N, valid measurements; n, number of patients with parameter above cut-off point; SD, standard deviation. OMNIBUS, analysis of variance; N/A, non-applicable, a low risk vs. medium risk, b low risk vs. high risk, c medium risk vs. high risk. Red text = statistically significant values.