From: Machine learning-based mortality prediction models for smoker COVID-19 patients
Variables | Alive (n = 542) | Dead (n = 136) | Total (n = 687) | p-value |
---|---|---|---|---|
Demographic Data | ||||
Age (Year) | < 0.0001 | |||
Mean ± SD | 56.229 ± 15.38 | 65.81 ± 14.44 | 58.15 ± 15.66 | |
Median | 59 | 69 | 61 | |
BMI | 0.088 | |||
Mean ± SD | 26.28 ± 3.69 | 25.60 ± 3.89 | 26.14 ± 3.74 | |
Median | 26.1 | 26.1 | 26.1 | |
Average Daily Used Cigarettes (Loosie) (n = 81) | n = 62 | n = 19 | n = 81 | 0.295 |
Mean ± SD | 13.50 ± 11.38 | 15.73 ± 14.26 | 14.02 ± 12.06 | |
Median | 10 | 12 | 10 | |
Sex | 0.082 | |||
Female | 69 (12.7%) | 10 (7.4%) | 79 (11.7%) | |
Male | 473 (87.3%) | 126 (92.6%) | 599 (88.3%) | |
Current Smoking | 0.168 | |||
No | 116 (21.4%) | 38 (27.9%) | 154 (22.7%) | |
Yes | 426 (78.6%) | 98 (72.1%) | 524 (77.3%) | |
History of Hookah Consumption | 0.334 | |||
No | 481 (88.7%) | 125 (91.9%) | 606 (89.4%) | |
Yes | 61 (11.3%) | 11 (8.1%) | 72 (10.6%) | |
Drug History | 0.254 | |||
No | 373 (68.8%) | 86 (63.2%) | 459 (67.7%) | |
Yes | 169 (31.2%) | 50 (36.8%) | 219 (32.3%) | |
Vital Signs | ||||
Systolic Blood Pressure | 0.727 | |||
Mean ± SD | 122.68 ± 19.62 | 121.37 ± 22.59 | 122.42 ± 20.24 | |
Median | 122 | 120 | 121 | |
Diastolic Blood Pressure | 0.585 | |||
Mean ± SD | 77.06 ± 12 0.36 | 74.83 ± 13.29 | 76.61 ± 12.57 | |
Median | 78 | 76.50 | 78 | |
Respiratory Rate | 0.243 | |||
Mean ± SD | 19.55 ± 5.79 | 20.36 ± 8.94 | 19.71 ± 6.54 | |
Median | 19.71 | 19.71 | 19.71 | |
Oxygen Saturation Percent | < 0.0001 | |||
Mean ± SD | 89.48 ± 7.84 | 85.40 ± 10.71 | 88.66 ± 8.64 | |
Median | 91 | 88.50 | 91 | |
Total Lung Involvement Percent (n = 78) | n = 64 | n = 14 | n = 78 | 0.793 |
Mean ± SD | 35.23 ± 23.08 | 44.58 ± 27.57 | 36.90 ± 24.03 | |
Median | 40 | 49.50 | 40 | |
Comorbidities and Symptoms | ||||
Sweating | 0.025 | |||
No | 487 (89.9%) | 132 (97.1%) | 619 (91.3%) | |
Yes | 55 (10.1%) | 4 (2.9%) | 59 (8.7%) | |
Fever | 0.183 | |||
No | 264 (48.7%) | 76 (55.9%) | 340 (50.1%) | |
Yes | 278 (51.3%) | 60 (44.1%) | 338 (49.9%) | |
Dyspnea | 0.826 | |||
No | 207 (38.2%) | 50 (36.8%) | 257 (37.9%) | |
Yes | 335 (61.8%) | 86 (63.2%) | 421 (62.1%) | |
Chest Pain | 0.073 | |||
No | 454 (83.8%) | 123 (90.4%) | 577 (85.1%) | |
Yes | 88 (16.2%) | 13 (9.6%) | 101 (14.9%) | |
Abnormal Lung Signs | < 0.0001 | |||
No | 442 (81.5%) | 91 (66.9%) | 533 (78.6%) | |
Yes | 100 (18.5%) | 45 (33.1%) | 145 (21.4%) | |
Diabetes | 0.363 | |||
No | 412 (76%) | 102 (75%) | 514 (75.8%) | |
Yes | 130 (24%) | 34 (25%) | 164 (24.2%) | |
Hypertension | 0.001 | |||
No | 357 (65.9%) | 71 (52.2%) | 428 (63.1%) | |
Yes | 185 (34.1%) | 61 (47.8%) | 250 (36.9%) | |
Cancers | < 0.0001 | |||
No | 438 (80.8%) | 83 (61%) | 521 (76.8%) | |
Yes | 104 (19.2%) | 53 (39%) | 157 (23.2%) | |
Cardiovascular Disease | 0.006 | |||
No | 376 (69.4%) | 79 (58.1%) | 455 (67.1%) | |
Yes | 166 (30.6%) | 57 (41.9%) | 223 (32.9%) | |
CKD | < 0.0001 | |||
No | 502 (92.6%) | 94 (69.1%) | 596 (87.9%) | |
Yes | 40 (7.4%) | 42 (30.9%) | 82 (12.1%) | |
COPD | 0.292 | |||
No | 476 (87.8%) | 115 (84.6%) | 591 (87.2%) | |
Yes | 66 (12.2%) | 21 (15.4%) | 87 (12.8%) | |
Treatment and Level of care | ||||
Duration of Intubation (Day) (n = 37) | n = 7 | n = 30 | n = 37 | < 0.0001 |
Mean ± SD | 4.29 ± 4.07 | 5.87 ± 5.84 | 5.57 ± 5.53 | |
Median | 3 | 4.50 | 4 | |
Duration of Non-invasive Ventilation (Day) (n = 30) | n = 17 | n = 13 | n = 30 | 0.054 |
Mean ± SD | 5.82 ± 5.92 | 4.69 ± 3.66 | 5.33 ± 5.02 | |
Median | 4 | 3 | 3.50 | |
Immunosuppressant Drugs | 0.136 | |||
No | 525 (96.9%) | 135 (99.3%) | 660 (97.3%) | |
Yes | 17 (3.1%) | 1 (0.7%) | 18 (2.7%) | |
Anti-hypertensive Drugs | 0.002 | |||
No | 391 (72.1%) | 82 (60.3%) | 473 (69.8%) | |
Yes | 151 (27.9%) | 54 (39.7%) | 205 (30.2%) | |
Pantoprazole | 0.004 | |||
No | 310 (57.2%) | 60 (44.1%) | 370 (54.6%) | |
Yes | 232 (42.8%) | 76 (55.9%) | 308 (45.4%) | |
Hospitalization in a 14-day period prior to admission | 0.001 | |||
No | 456 (84.1%) | 97 (71.3%) | 553 (81.6%) | |
Yes | 86 (15.9%) | 39 (28.7%) | 125 (18.4%) | |
ICU Admission | < 0.0001 | |||
No | 428 (79%) | 43 (31.6%) | 471 (69.5%) | |
Yes | 112 (20.7%) | 92 (67.6%) | 204 (30.1%) | |
Unknown | 2 (0.4%) | 1 (0.7%) | 3 (0.4%) |