Abstract
Background
Methods
Results
Notes
CONFLICT OF INTEREST
Kyeongman Jeon is an editorial board member of the journal but was not involved in the peer reviewer selection, evaluation, or decision process of this article. No other potential conflicts of interest relevant to this article were reported.
ACKNOWLEDGMENTS
The authors thank the MOSAICS II Korean Study Group of the Korean Society of Critical Care Medicine: Kyung Chan Kim (Department of Internal Medicine, Daegu Catholic University Hospital, Daegu); Hyo Jin Han, Seung Yong Park, and Heung Bum Lee (Department of Internal Medicine, Research Center for Pulmonary Disorders, Jeonbuk National University Medical School and Hospital, Jeonju); Jin Hyoung Kim and Jong Joon Ahn (Division of Respiratory and Critical Care Medicine, Department of Internal Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan); Beong Ki Kim and Je Hyeong Kim (Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan); Kyeongman Jeon (Division of Pulmonary and Critical Care Medicine, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul); Hongyeul Lee (Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Internal Medicine, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan); Song I Lee and Jae Young Moon (Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon); Jin-Won Huh (Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul); Won Gun Kwack (Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Kyung Hee University, Seoul); Youjin Chang (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Inje University College of Medicine Sanggye Paik Hospital, Seoul); Yun-Seong Kang (Division of Pulmonology and Critical Care Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang); Won Yeon Lee (Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju); Yoon Mi Shin (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju); Jongmin Lee (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul); Young Jae Cho (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Bundang); In Byung Kim (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Myongji Hospital, Goyang); Young Seok Lee (Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul); Tai Sun Park (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri); Yong Jun Choi and Jae Hwa Cho (Division of Pulmonology and Critical Care Medicine, Department of Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul); Ho Cheol Kim (Division of Pulmonology and Critical Care Medicine, Department of Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University College of Medicine, Changwon); Sunghoon Park (Department of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang); Jinwoo Lee and Sang-Min Lee (Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul); Sojung Park (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mokdong Hospital, College of Medicine, Ewha Womans University, Seoul); Yun Su Sim (Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Internal Medicine, Hallym University Kangnam Sacred Heart Hospital, Seoul); Shin Young Kim (St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Suwon); Do Wan Kim (Department of Thoracic and Cardiovascular Surgery, Chonnam National University Hospital, Chonnam National University College of Medicine, Gwangju); Tae Yun Park (Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Seoul National University Boramae Hospital, Seoul National University College of Medicine, Seoul); Su Hwan Lee (Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul), Korea.
AUTHOR CONTRIBUTIONS
Conceptualization: JK, JHK (Jin Hyoung Kim), JHK (Je Hyeong Kim). Data curation: JK, JHK (Jin Hyoung Kim), JHK (Je Hyeong Kim). Formal analysis: JK, JHK (Jin Hyoung Kim), JHK (Je Hyeong Kim). Funding acquisition: JK. Investigation: KJ, JHK, KCK, HBL, HL, SIL, JWH, WGK, YC, YSK, WYL, JHK. Methodology: JK, JHK (Jin Hyoung Kim), JHK (Je Hyeong Kim). Project administration: JHK (Je Hyeong Kim). Software: KJ, JHK, KCK, HBL, HL, SIL, JWH, WGK, YC, YSK, WYL, JHK. Supervision: JHK (Je Hyeong Kim). Validation: JHK (Je Hyeong Kim). Visualization: JK. Writing - original draft: JK . Writing - review & editing: JK, JHK (Jin Hyoung Kim), JHK (Je Hyeong Kim). All authors read and agreed to the published version of the manuscript.
REFERENCES
Figure 1.
Figure 2.
Table 1.
| Characteristic | All (n=537) | Open ICU (n=363) | Closed ICU (n=174) | P-value |
|---|---|---|---|---|
| Age (yr) | 73 (62–81) | 75 (64–81) | 70 (59–79) | 0.003 |
| Male sex | 341 (63.5) | 233 (64.2) | 108 (62.1) | 0.633 |
| Comorbiditya) | ||||
| Diabetes mellitus | 178 (33.1) | 120 (33.1) | 58 (33.3) | >0.999 |
| Cardiovascular disease | 140 (26.1) | 104 (28.7) | 36 (20.7) | 0.058 |
| Chronic lung disease | 105 (19.6) | 83 (22.9) | 22 (12.6) | 0.005 |
| Chronic kidney disease | 83 (15.5) | 51 (14.0) | 32 (18.4) | 0.203 |
| Chronic liver disease | 37 (6.9) | 26 (7.2) | 11 (6.3) | 0.856 |
| Chronic neurological disease | 138 (25.7) | 105 (28.9) | 33 (19.0) | 0.015 |
| Solid malignant tumor | 108 (20.1) | 70 (19.3) | 38 (21.8) | 0.492 |
| Hematological malignancy | 37 (6.9) | 17 (4.7) | 20 (11.5) | 0.006 |
| Immunosuppression | 20 (3.7) | 13 (3.6) | 7 (4.0) | 0.810 |
| Connective tissue disease | 13 (2.4) | 10 (2.8) | 3 (1.7) | 0.562 |
| Peptic ulcer disease | 9 (1.7) | 6 (1.7) | 3 (1.7) | >0.999 |
| Site of infectiona) | ||||
| Respiratory | 346 (64.4) | 239 (65.8) | 10 (61.5) | 0.337 |
| Urinary tract | 94 (17.5) | 61 (16.8) | 33 (19.0) | 0.546 |
| Abdominal | 73 (13.6) | 44 (12.1) | 29 (16.7) | 0.178 |
| Neurological | 9 (1.7) | 5 (1.4) | 4 (2.3) | 0.480 |
| Bones or joints | 8 (1.5) | 6 (1.7) | 2 (1.1) | >0.999 |
| Skin or cutaneous sites | 23 (4.3) | 15 (4.1) | 8 (4.6) | 0.822 |
| Intravascular catheter | 17 (3.2) | 10 (2.8) | 7 (4.0) | 0.438 |
| Severity | ||||
| APACHE II score | 21 (16–27) | 20 (15–27) | 21 (17–29) | 0.129 |
| SOFA score | 8 (6–10) | 7 (5–10) | 9 (7–11) | <0.001 |
| Admission source | 0.024 | |||
| Emergency department | 348 (64.8) | 244 (67.2) | 104 (59.8) | |
| General wards | 153 (28.5) | 101 (27.8) | 52 (29.9) | |
| Otherb) | 36 (6.7) | 18 (5.0) | 18 (10.3) | |
| Nurse-to-patient ratio | <0.001 | |||
| 1 Nurse: 2 patients | 250 (46.6) | 124 (34.2) | 126 (72.4) | |
| 1 Nurse: 3 or more patients | 287 (53.4) | 239 (65.8) | 48 (27.6) |
Table 2.
Table 3.
| Treatments and outcome | All (n=537) | Open ICU (n=363) | Closed ICU (n=174) | P-value |
|---|---|---|---|---|
| Life-sustaining treatments during ICU staya) | ||||
| Vasopressors/inotropes | 300 (55.9) | 196 (54.0) | 104 (59.8) | 0.228 |
| Renal replacement therapy | 181 (33.7) | 105 (28.9) | 76 (43.7) | 0.001 |
| Nonsurgical source control | 93 (17.3) | 60 (16.5) | 33 (19.0) | 0.542 |
| Surgical source control | 34 (6.3) | 27 (7.4) | 7 (4.0) | 0.184 |
| Respiratory supporta) | ||||
| Mechanical ventilation | 408 (76.0) | 281 (77.4) | 127 (73.0) | 0.281 |
| Duration of MV (day)b) | 12 (7–22) | 14 (8–25) | 11 (5–18) | 0.002 |
| Among survivors in ICU | 12 (7–23) | 14 (8–26) | 11 (5–17) | 0.005 |
| Among non-survivors in ICU | 12 (8–21) | 13 (8–24) | 12 (6–19) | 0.149 |
| Nonsurgical ventilation | 12 (2.2) | 10 (2.8) | 2 (1.1) | 0.354 |
| High-flow nasal oxygen | 148 (27.6) | 100 (27.5) | 48 (27.6) | >0.999 |
| Clinical outcome | ||||
| In-ICU mortality | 163 (30.4) | 120 (33.1) | 43 (24.7) | 0.049 |
| In-hospital mortalityc) | 208 (41.9) | 148 (44.0) | 60 (37.5) | 0.167 |
| 90-Day mortality | 208 (41.9) | 148 (40.8) | 60 (34.5) | 0.162 |
| LOS in ICU (day) | 16 (7–30) | 18 (7–33) | 13 (6–24) | 0.006 |
| Among survivors | 15 (6–28) | 17 (7–34) | 12 (6–23) | 0.017 |
| Among non-survivors | 18 (10–32) | 19 (10–33) | 17 (8–28) | 0.304 |
| LOS in hospital (day) | 28 (17–52) | 29 (18–53) | 26 (14–52) | 0.534 |
| Do-not-resuscitate order | 131 (24.4) | 96 (26.4) | 35 (20.1) | 0.110 |
Table 4.
| Characteristics | ICU survivor (n=374) | ICU non-survivor (n=163) | P-value |
|---|---|---|---|
| Age (yr) | 74 (63–81) | 72 (62–80) | 0.328 |
| Male sex | 232 (62.0) | 109 (66.9) | 0.284 |
| Comorbiditya) | |||
| Diabetes mellitus | 125 (33.4) | 53 (32.5) | 0.837 |
| Cardiovascular disease | 92 (24.6) | 48 (29.4) | 0.239 |
| Chronic lung disease | 70 (18.7) | 35 (21.5) | 0.459 |
| Chronic kidney disease | 58 (15.5) | 25 (15.3) | 0.960 |
| Chronic liver disease | 24 (6.4) | 13 (8.0) | 0.512 |
| Chronic neurological disease | 103 (27.5) | 35 (21.5) | 0.139 |
| Solid malignant tumor | 66 (17.6) | 42 (25.8) | 0.031 |
| Hematological malignancy | 19 (5.1) | 18 (11.0) | 0.012 |
| Immunosuppression | 11 (2.9) | 9 (5.5) | 0.147 |
| Site of infectiona) | |||
| Respiratory | 233 (62.3) | 113 (69.3) | 0.118 |
| Urinary tract | 72 (19.3) | 22 (13.5) | 0.107 |
| Abdominal | 57 (15.2) | 16 (9.8) | 0.092 |
| Severity | |||
| APACHE II score | 20 (15–17) | 23 (16–30) | 0.018 |
| SOFA score | 8 (6–10) | 8 (6–11) | 0.145 |
| Admission source | 0.074 | ||
| Emergency department | 256 (68.4) | 92 (56.4) | |
| General wards | 91 (24.3) | 62 (38.0) | |
| Otherb) | 27 (7.2) | 9 (5.5) | |
| Nurse-to-patient ratio | 0.983 | ||
| 1 Nurse: 2 patients | 174 (46.5) | 76 (46.6) | |
| 1 Nurse: 3 or more patients | 200 (53.5) | 87 (53.4) | |
| Completion of elements within 1 hour | |||
| Lactate measurement | 239 (63.9) | 95 (58.3) | 0.217 |
| Blood cultures | 170 (45.5) | 64 (39.3) | 0.183 |
| Antibiotics | 130 (34.8) | 33 (20.2) | 0.001 |
| Full bundle | 75 (20.1) | 23 (14.1) | 0.101 |
| Completion of elements within 3 hour | |||
| Lactate measurement | 263 (72.5) | 134 (77.0) | 0.260 |
| Blood cultures | 263 (70.3) | 92 (56.4) | 0.002 |
| Antibiotics | 263 (70.3) | 88 (54.0) | <0.001 |
| Full bundle | 187 (50.0) | 60 (36.8) | 0.005 |
| Closed ICU | 131 (35.0) | 43 (26.4) | 0.049 |
| Life-sustaining treatments during ICU stay | |||
| Vasopressors/inotropes | 299 (79.9) | 146 (89.6) | 0.006 |
| Renal replacement therapy | 107 (28.6) | 74 (45.4) | <0.001 |
| Mechanical ventilation | 259 (69.3) | 149 (91.4) | <0.001 |
| Do-not-resuscitate order | 51 (13.6) | 80 (49.1) | <0.001 |
Table 5.
| Closed ICU |
Variables in the equation |
||||
|---|---|---|---|---|---|
| Coefficient | SE | P-value | OR | 95% CI | |
| Crude state | −0.408 | 0.208 | 0.050 | 0.665 | 0.442–1.000 |
| Adjusted statea) | |||||
| Model 1 | −0.422 | 0.210 | 0.045 | 0.656 | 0.434–0.990 |
| Model 2 | −0.520 | 0.216 | 0.016 | 0.594 | 0.389–0.908 |
| Model 3 | −0.552 | 0.266 | 0.038 | 0.576 | 0.342–0.970 |
a) Model 1 was adjusted for age and sex. Model 2 was additionally adjusted for the severity of organ dysfunction at ICU admission. Model 3 additionally included cardiovascular disease, chronic neurological disease, solid malignant tumor, hematological malignancy, and immunosuppression as comorbidities; sites of infection; admission source; nurse-to-patient ratio; compliance with the 1-hour and 3-hour sepsis bundles; the need for vasopressors/inotropes, renal replacement therapy, or mechanical ventilation; and a do-not-resuscitate order.



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