MIMIC-IV | eICU-CRD | |||||
---|---|---|---|---|---|---|
Noncancer | Cancer | P-value | Noncancer | Cancer | P-value | |
2737 | 297 | 5390 | 578 | |||
Age(year) | 70.00(60.00,80.00) | 73.00(65.00,80.00) | 0.004 | 65.00 (56.00, 76.00) | 75.00 (66.00, 82.75) | < 0.001 |
Gender(%) | 0.978 | 0.007 | ||||
Male | 1716(62.7) | 187(63.0) | 3418 (63.4) | 333 (57.6) | ||
Female | 1021(37.3) | 110(37.0) | 1972 (36.6) | 245 (42.4) | ||
Weight(kg) | 80.00(68.00,94.43) | 72.00(62.50,87.60) | < 0.001 | 83.00 (70.00, 98.30) | 76.94 (64.46, 90.07) | < 0.001 |
Severe score | ||||||
APS | 43.00(30.00,62.00) | 52.00(40.00,70.00) | < 0.001 | 32.00 (23.00, 47.00) | 38.00 (27.00, 52.50) | < 0.001 |
First care unit(%) | < 0.001 | 0.097 | ||||
NonCCU | 751(27.4) | 171(57.6) | 2849 (52.9) | 327 (56.6) | ||
CCU | 1986(72.6) | 126(42.4) | 2541 (47.1) | 251 (43.4) | ||
PCI(%) | 0.003 | 0.001 | ||||
no | 1619(59.2) | 203(68.4) | 4002 (74.2) | 466 (80.6) | ||
yes | 1118(40.8) | 94(31.6) | 1388 (25.8) | 112 (19.4) | ||
CABG(%) | < 0.001 | 0.961 | ||||
no | 2307(84.3) | 285(96.0) | 5220 (96.8) | 559 (96.7) | ||
yes | 430(15.7) | 12(4.0) | 170 ( 3.2) | 19 ( 3.3) | ||
Ventilator(%) | 0.549 | 0.124 | ||||
no | 1521(55.6) | 171(57.6) | 2461 (45.7) | 244 (42.2) | ||
yes | 1216(44.4) | 126(42.4) | 2929 (54.3) | 334 (57.8) | ||
Vasopressor(%) | 0.370 | 0.001 | ||||
no | 1872(68.4) | 195(65.7) | 4829 (89.6) | 490 (84.8) | ||
yes | 865(31.6) | 102(34.3) | 561 (10.4) | 88 (15.2) | ||
Dialysis (%) | 0.271 | 0.512 | ||||
no | 2685(98.1) | 288(97.0) | 5252 (97.4) | 560 (96.9) | ||
yes | 52(1.9) | 9(3.0) | 138 ( 2.6) | 18 ( 3.1) | ||
Comorbidities(%) | ||||||
congestive heart failure | 0.005 | |||||
no | 1255(45.9) | 157(52.9) | 4664 (86.5) | 475 (82.2) | ||
yes | 1482(54.1) | 140(47.1) | 726 (13.5) | 103 (17.8) | ||
hypertension | 0.105 | < 0.001 | ||||
no | 1622(59.3) | 191(64.3) | 2331 (43.2) | 204 (35.3) | ||
yes | 1115(40.7) | 106(35.7) | 3059 (56.8) | 374 (64.7) | ||
cerebrovascular disease | 0.053 | 0.004 | ||||
no | 2366(86.4) | 244(82.2) | 4997 (92.7) | 516 (89.3) | ||
yes | 371(13.6) | 53(17.8) | 393 ( 7.3) | 62 (10.7) | ||
chronic pulmonary disease | 0.016 | < 0.001 | ||||
no | 2119(77.4) | 211(71.0) | 4791 (88.9) | 472 (81.7) | ||
yes | 618(22.6) | 86(29.0) | 599 (11.1) | 106 (18.3) | ||
renal failure | 0.813 | 0.006 | ||||
no | 1885(68.9) | 202(68.0) | 4190(95.9) | 444(93.1) | ||
yes | 852(31.1) | 95(32.0) | 178(4.1) | 33(6.9) | ||
liver disease | 0.230 | 0.021 | ||||
no | 2537(92.7) | 269(90.6) | 5351 (99.3) | 568 (98.3) | ||
yes | 200(7.3) | 28(9.4) | 39 ( 0.7) | 10 ( 1.7) | ||
diabetes | 1.000 | 0.171 | ||||
no | 1628(59.5) | 177(59.6) | 3687 (68.4) | 412 (71.3) | ||
yes | 1109(40.5) | 120(40.4) | 1703 (31.6) | 166 (28.7) | ||
Vital signs | ||||||
BP | 59.00(51.00,66.00) | 56.00(50.00,64.00) | 0.003 | 119.00 (105.00, 136.00) | 116.00 (102.00, 132.00) | 0.002 |
Heart rate | 66.00(59.00,76.00) | 70.00(62.00,82.00) | < 0.001 | 78.00 (67.00, 90.00) | 80.00 (68.00, 92.00) | 0.110 |
Respiratory rate | 12.00(10.00,14.50) | 13.00(10.00,16.00) | < 0.001 | 18.00 (16.00, 22.00) | 18.00 (16.00, 22.00) | 0.449 |
Temperature | 36.44(36.22,36.67) | 36.44(36.33,36.67) | 0.544 | 36.72 (36.50, 36.94) | 36.61 (36.39, 36.89) | < 0.001 |
Laboratory tests | ||||||
Max troponin T/I | 1.37 (0.36, 4.13) | 0.79 (0.23, 1.93) | < 0.001 | 8.73 (1.69, 32.78) | 5.72 (1.19, 17.96) | < 0.001 |
WBC(K/uL) | 10.80(8.10,14.40) | 9.70(7.40,14.40) | 0.044 | 10.70 (8.30, 14.00) | 10.30 (7.40, 14.20) | 0.032 |
hemoglobin(g/dl) | 11.60(9.80,13.40) | 9.80(8.20,11.20) | < 0.001 | 13.40 (11.60, 14.90) | 11.90 (10.10, 13.60) | < 0.001 |
platelet(K/uL) | 208.00(162.00,262.00) | 184.00(127.50,267.00) | 0.001 | 222.00 (179.00, 274.00) | 210.00 (162.00, 272.00) | 0.001 |
potassium(mEq/L) | 4.20(3.90,4.60) | 4.30(3.90,4.70) | 0.072 | 4.00 (3.70, 4.40) | 4.10 (3.80, 4.50) | 0.015 |
calcium(mEq/L) | 8.60(8.20,9.00) | 8.50(8.00,9.00) | 0.006 | 8.90 (8.40, 9.30) | 8.80 (8.30, 9.30) | 0.015 |
sodium(mEq/L) | 138.00(136.00,141.00) | 137.00(134.00,140.00) | < 0.001 | 138.00 (135.00, 140.00) | 138.00 (135.00, 140.00) | 0.172 |
bicarbonate(mEq/L) | 23.00(20.00,25.00) | 22.00(18.00,25.00) | 0.005 | 24.00 (22.00, 27.00) | 24.00 (22.00, 27.00) | 0.877 |
creatinine(mg/dl) | 1.10(0.80,1.80) | 1.20(0.90,1.70) | 0.264 | 1.06 (0.85, 1.43) | 1.15 (0.90, 1.59) | < 0.001 |
glucose(mg/dl) | 139.00(111.00,193.00) | 127.00(104.00,166.00) | < 0.001 | 138.00 (112.00, 193.00) | 137.00 (115.00, 188.00) | 0.975 |
Outcome | ||||||
All-cause in-hospital mortality (%) | < 0.001 | < 0.001 | ||||
no | 2281(83.3) | 196(66.0) | 4938(91.6) | 494(85.5) | ||
yes | 456(16.7) | 101(34.0) | 452( 8.4) | 84(14.5) | ||
Length of hospital stay (day) | 6.98(3.65, 12.08) | 8.82(3.88, 14.97) | < 0.001 | 3.43(2.15, 6.77) | 4.37(2.52, 8.15) | < 0.001 |