01.12.2018 | Research | Ausgabe 1/2018 Open Access

Epidemiology of mechanically ventilated patients treated in ICU and non-ICU settings in Japan: a retrospective database study
- Zeitschrift:
- Critical Care > Ausgabe 1/2018
Electronic supplementary material
Background
Methods
Data source
Target patients
Development of the prediction model
Type
|
Candidate variable
|
Category
|
---|---|---|
Demographic
|
Sex
|
Male; female
|
Age
|
Continuous variable
|
|
Clinical factors
|
Hospital admission
|
Scheduled, emergency
|
Reason for starting MV
|
After scheduled surgery; after emergency surgery; internal medicine patients
|
|
Primary diagnosis
|
See Table
3
|
|
Time between admission and initiation of MV
|
Immediate; 1 day; 2–4 days; > 4 days
|
|
Renal replacement therapy
|
Yes = 1; no = 0
|
|
Catecholamines
|
Yes = 1; no = 0
|
Results
Epidemiological data
Treatment options
Major diagnoses
Total (38,291)
|
Non-ICU (17,775)
|
ICU (20,516)
|
||||
---|---|---|---|---|---|---|
Heart failure
|
5013
|
(13.1%)
|
2489
|
(14.0%)
|
2524
|
(12.3%)
|
Respiratory failure
|
1818
|
(4.7%)
|
1256
|
(7.1%)
|
562
|
(2.7%)
|
AMI
|
1813
|
(4.7%)
|
473
|
(2.7%)
|
1340
|
(6.5%)
|
Aspiration pneumonia
|
1696
|
(4.4%)
|
1005
|
(5.7%)
|
691
|
(3.4%)
|
Aortic dissection
|
1635
|
(4.3%)
|
211
|
(1.2%)
|
1424
|
(6.9%)
|
Sepsis
|
1434
|
(3.7%)
|
506
|
(2.8%)
|
928
|
(4.5%)
|
SAH
|
1356
|
(3.5%)
|
516
|
(2.9%)
|
840
|
(4.1%)
|
Cerebral hemorrhage
|
1316
|
(3.4%)
|
538
|
(3.0%)
|
778
|
(3.8%)
|
Interstitial pneumonia
|
1305
|
(3.4%)
|
843
|
(4.7%)
|
462
|
(2.3%)
|
Pneumonia
|
1289
|
(3.4%)
|
834
|
(4.7%)
|
455
|
(2.2%)
|
Other diagnoses
|
19,619
|
(51.2%)
|
9557
|
(53.8%)
|
10,512
|
(51.2%)
|
Epidemiological data according to diagnosis
Heart failure
|
Sepsis
|
Aspiration pneumonia
|
|||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Non-ICU
|
ICU
|
P
|
Non-ICU
|
ICU
|
P
|
Non-ICU
|
ICU
|
P
|
|||||||
Number of patients
|
2489
|
2524
|
506
|
928
|
1005
|
691
|
|||||||||
Age
|
76.6
|
75.9
|
0.037
|
74.0
|
72.9
|
0.134
|
79.8
|
75.5
|
< 0.001
|
||||||
Male
|
1341
|
53.9%
|
1477
|
58.5%
|
0.001
|
302
|
59.7%
|
565
|
60.9%
|
0.692
|
626
|
62.3%
|
428
|
61.9%
|
0.919
|
Emergency admission
|
2119
|
85.1%
|
2409
|
95.4%
|
< 0.001
|
445
|
87.9%
|
854
|
92.0%
|
0.014
|
904
|
90.0%
|
660
|
95.5%
|
< 0.001
|
Hospital stay, days
|
26.9
|
26.5
|
< 0.001
|
26.5
|
26.6
|
0.978
|
27.8
|
26.3
|
0.061
|
||||||
Number of days of ventilation
|
11.0
|
8.3
|
< 0.001
|
11.6
|
11.3
|
0.658
|
12.3
|
10.6
|
0.001
|
||||||
In-hospital deaths
|
608
|
24.4%
|
556
|
22.0%
|
0.045
|
343
|
67.8%
|
546
|
58.8%
|
0.001
|
542
|
53.9%
|
253
|
36.6%
|
< 0.001
|
Treatments
|
|||||||||||||||
Arterial line
|
300
|
12.1%
|
1226
|
48.6%
|
< 0.001
|
188
|
37.2%
|
721
|
77.7%
|
< 0.001
|
61
|
6.1%
|
295
|
42.7%
|
< 0.001
|
Central venous catheter
|
796
|
32.0%
|
1293
|
51.2%
|
< 0.001
|
421
|
83.2%
|
852
|
91.8%
|
< 0.001
|
460
|
45.8%
|
347
|
50.2%
|
0.75
|
Catecholamines
|
1115
|
44.8%
|
1547
|
61.3%
|
< 0.001
|
431
|
85.2%
|
858
|
92.5%
|
< 0.001
|
506
|
50.3%
|
370
|
53.5%
|
0.199
|
Renal replacement therapy
|
162
|
6.5%
|
323
|
12.8%
|
< 0.001
|
171
|
33.8%
|
436
|
47.0%
|
< 0.001
|
24
|
2.4%
|
25
|
3.6%
|
0.143
|
Sedation
|
715
|
28.7%
|
1361
|
53.9%
|
< 0.001
|
350
|
69.2%
|
756
|
81.5%
|
< 0.001
|
416
|
41.4%
|
446
|
64.5%
|
< 0.001
|
Opioids
|
207
|
8.3%
|
514
|
20.4%
|
< 0.001
|
135
|
26.7%
|
394
|
42.5%
|
< 0.001
|
42
|
4.2%
|
118
|
17.1%
|
< 0.001
|
Muscle relaxant
|
96
|
3.9%
|
383
|
15.2%
|
< 0.001
|
159
|
31.4%
|
380
|
40.9%
|
< 0.001
|
58
|
5.8%
|
137
|
19.8%
|
< 0.001
|
Enteral nutrition
|
244
|
9.8%
|
683
|
27.1%
|
< 0.001
|
149
|
29.4%
|
534
|
57.5%
|
< 0.001
|
334
|
33.2%
|
372
|
53.8%
|
< 0.001
|
Mechanical ventilation without stress ulcer prevention (≥ 3 days)
|
1785
|
71.7%
|
1352
|
53.6%
|
< 0.001
|
233
|
46.0%
|
328
|
35.3%
|
< 0.001
|
671
|
66.8%
|
364
|
52.7%
|
< 0.001
|
Outcomes in ICU and non-ICU patients
Exp(B)
|
95% CI
|
||
---|---|---|---|
Age
|
1.032
|
1.030
|
1.034
|
Admission category (emergency admission)
|
1.663
|
1.540
|
1.796
|
Reason for MV start
|
|||
After scheduled surgery
|
0.247
|
0.222
|
0.276
|
After emergency surgery
|
0.465
|
0.430
|
0.503
|
Anemia
|
6.582
|
2.212
|
19.592
|
Aplastic anemia
|
6.290
|
1.178
|
33.594
|
Bacterial sepsis
|
1.468
|
1.261
|
1.708
|
Cardiac arrest
|
6.217
|
5.509
|
7.017
|
Cardiac failure
|
0.470
|
0.432
|
0.512
|
Drug poisoning
|
0.438
|
0.256
|
0.750
|
Enteritis/colitis
|
3.172
|
0.750
|
13.412
|
Fluid and electrolyte disorder
|
1.512
|
1.092
|
2.096
|
Fungal sepsis
|
5.453
|
2.493
|
11.928
|
Gastrointestinal investigation
|
1.959
|
1.032
|
3.720
|
Head injury
|
5.945
|
4.978
|
7.100
|
Interstitial lung disease
|
3.683
|
3.258
|
4.163
|
Intracranial hemorrhage
|
10.134
|
9.104
|
11.281
|
Liver disease
|
3.790
|
2.462
|
5.833
|
Lower-limb trauma
|
1.454
|
1.053
|
2.010
|
Malignancy other
|
4.450
|
2.376
|
8.333
|
Myocardial ischemia
|
0.837
|
0.756
|
0.928
|
Other CNS disease
|
4.928
|
4.006
|
6.061
|
Penetrating trauma
|
3.238
|
2.001
|
5.241
|
Pneumoconiosis
|
1.622
|
1.421
|
1.851
|
Pneumonia
|
1.741
|
1.579
|
1.921
|
Protozoal sepsis
|
2.641
|
1.240
|
5.623
|
Respiratory failure
|
1.153
|
1.035
|
1.285
|
Stroke or cerebrovascular accident
|
3.405
|
2.819
|
4.112
|
Time from admission to MV start
|
|||
1 day
|
1.109
|
1.030
|
1.194
|
2–4 days
|
1.721
|
1.592
|
1.859
|
> 4 days
|
3.528
|
3.273
|
3.802
|
Renal replacement therapy
|
3.567
|
3.313
|
3.840
|
Catecholamine
|
5.161
|
4.876
|
5.462
|
ICU admission
|
0.713
|
0.676
|
0.753
|
Constant
|
0.010
|