| Literature DB >> 35982206 |
Yosuke Morimoto1,2, Tsubasa Watanabe3,4, Masato Oikawa3,4, Masatoshi Hanada3,4, Motohiro Sekino5, Tetsuya Hara6, Ryo Kozu3,4.
Abstract
There are various interventions of rehabilitation on the bed, but these are time-consuming and cannot be performed for all patients. The purpose of this study was to identify the patients who require early mobilization based on the level of sedation. We retrospectively evaluated the data of patients who underwent physical therapy, ICU admission of > 48 h, and were discharged alive. Sedation was defined as using sedative drugs and a Richmond Agitation-Sedation Scale score of < - 2. Multiple regression analysis was performed using sedation period as the objective variable, and receiver operating characteristic (ROC) curve and Spearman's rank correlation coefficient were performed. Of 462 patients admitted to the ICU, the data of 138 patients were analyzed. The Sequential Organ Failure Assessment (SOFA) score and non-surgery and emergency surgery cases were extracted as significant factors. The ROC curve with a positive sedation period of more than 3 days revealed the SOFA cutoff score was 10. A significant positive correlation was found between sedation period and the initial day on early mobilization. High SOFA scores, non-surgery and emergency surgery cases may be indicators of early mobilization on the bed in the ICU.Entities:
Mesh:
Year: 2022 PMID: 35982206 PMCID: PMC9388676 DOI: 10.1038/s41598-022-18311-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Figure 1Flow diagram. ICU intensive care unit, ECMO extracorporeal membrane oxygenation, IABP intra-aortic balloon pump.
Characteristics.
| Total (n = 138) | RASS < − 2 < 3 days (n = 79) | RASS < − 2 ≥ 3 days (n = 59) | p-value | |
|---|---|---|---|---|
| Age, years, median [IQR] | 67.5 [57.8–78] | 71.0 [61.0–79.0] | 62.0 [54.0–76.0] | 0.01 |
| Sex, female, n (%) | 51 (37) | 30 (38.0) | 21 (35.6) | 0.86 |
| Height, cm, median [IQR] | 161.0 [153.8–168.0] | 160.0 [512.0–167.0] | 163.0 [156–168] | 0.20 |
| Weight, kg, median [IQR] | 57.5 [49–67] | 56.0 [49.0–64.0] | 61.0 [49.0–71.0] | 0.06 |
| BMI, kg/m2, median [IQR] | 22.27 [20.06–24.86] | 22.31 [19.96–24.17] | 22.09 [20.76–26.37] | 0.21 |
| Cardiovascular, n (%) | 60 (43.5) | 48 (60.8) | 12 (20.3) | < 0.01 |
| Digestive organ, n (%) | 56 (40.6) | 26 (32.9) | 30 (50.8) | 0.04 |
| Pulmonary, n (%) | 8 (5.8) | 3 (3.8) | 5 (8.5) | 0.29 |
| Others, n (%) | 14 (10.1) | 2 (2.5) | 12 (20.3) | < 0.01 |
| Complication of sepsis, n (%) | 31 (22.5) | 7 (8.9) | 24 (40.7) | < 0.01 |
| Charlson Comorbidity Index, median [IQR] | 1 [0–2] | 1 [0–3] | 1 [0–2] | 0.19 |
| Case of hemodialysis, n (%) | 16 (11.6) | 11 (13.9) | 5 (8.5) | 0.42 |
| Katz index, median [IQR] | 6 [6–6]/6 [4–6] | 6 [6–6]/6 [4–6] | 6 [6–6]/5 [3–6] | 1.00/0.02 |
| ECOG-PS, median [IQR] | 1 [0–2]/2 [1–3] | 1 [0–1]/2 [1–3] | 0 [0–2]/2 [1–4] | 0.02/0.02 |
| SOFA score, median [IQR] | 9 [7–11] | 8 [6–9] | 11 [9–13] | < 0.01 |
| 5.5 [1.6–18.6] | 3.6 [1.1–10.0] | 12.8 [5.0–40.0] | < 0.01 | |
| Administration of dopamine, n (%) | 74 (53.6) | 50 (63.3) | 24 (40.7) | 0.02 |
| Dose of dopamine, μg/kg/min, median [IQR] | 3.59 [2.46–5.36] | 3.55 [2.46–5.29] | 3.63 [2.55–5.74] | 0.74 |
| Administration of dobutamine, n (%) | 7 (5.1) | 5 (15.8) | 2 (3.4) | 0.70 |
| Dose of dobutamine, μg/kg/min, median [IQR] | 3.47 [2.29–4.28] | 3.5 [2.56–3.62] | 3.48 [2.75–4.21] | 1.00 |
| Administration of epinephrine, n (%) | 6 (4.3) | 1 ((1.3) | 5 (8.5) | 0.08 |
| Dose of epinephrine, μg/kg/min, median [IQR] | 0.28 [0.04–0.50] | 0.02 [0.02–0.02] | 0.50 [0.05–0.50] | 0.12 |
| Administration of norepinephrine, n (%) | 69 (50.0) | 30 (38.0) | 39 (66.1) | 0.03 |
| Dose of norepinephrine, μg/kg/min, median [IQR] | 0.12 [0.05–0.30] | 0.10 [0.05–0.15] | 0.20 [0.07–0.45] | < 0.01 |
| Sedation period, day, median [IQR] | 2 [1–4] | 1 [1–2] | 4 [3–6] | < 0.01 |
| Mechanical ventilation, n | 129 (93.5) | 72 (91.1] | 57 (96.6) | 0.20 |
| Ventilation time, hour, median [IQR] | 35.5 [14.0–72.5] | 17.0 [6.0–30.0] | 83 [60–137] | < 0.01 |
| Continuous hemodiafiltration, n (%) | 98 (71.0) | 12 (15.2) | 28 (47.5) | < 0.01 |
| Enteral nutrition, n (%) | 48 (37.2) | 23 (29.5) | 25 (49.0) | 0.03 |
| Non-surgery, n (%) | 30 (21.7) | 6 (7.6) | 24 (40.7) | < 0.01 |
| Albumin, g/dL, median [IQR] | 2.7 [2.4–3.0] | 2.7 [2.4–2.9] | 2.8 [2.4–3.2] | 0.24 |
| Lactate, nmol/L, median [IQR] | 1.9 [1.1–3.1] | 1.7 [1.1–2.9] | 2.2 [1.1–3.9] | 0.06 |
| CRP, mg/L, median [IQR] | 1.9 [0.5–10.3] | 0.8 [0.2–2.3] | 9.1 [2.1–18.8] | < 0.01 |
| Length of stay in ICU, day, median [IQR] | 5 [4–7] | 4 [4–5] | 7 [5–9] | < 0.01 |
| First intervention, day, median [IQR] | 2.0 [2.0–4.0] | 2.0 [2.0–2.0] | 4.0 [2.0–5.0] | < 0.01 |
| Sitting, day, median [IQR] | 3.5 [2.0–6.0] | 2.0 [2.0–3.0] | 6.0 [4.0–8.0] | < 0.01 |
| Standing, day, median [IQR] | 4.0 [2.0–8.0] | 2.0 [2.0–3.0] | 7.0 [4.8–9.3] | < 0.01 |
| Gait, day, median [IQR] | 6.0 [3.0–9.0] | 5.0 [4.0–8.0] | 10.0 [7.0–17.0] | < 0.01 |
| Length of stay in hospital, median [IQR] | 32.5 [24.0–56.3] | 30.0 [21.0–51.0] | 39.0 [28.0–63.0] | 0.01 |
| Case of surgery, n (%) | 108 (78.3) | 73 (92.4) | 35 (59.3) | < 0.01 |
| Case of emergency surgery, n (%) | 46 (42.6) | 21 (26.6) | 25 (42.4) | < 0.01 |
| Time of surgery, minute, median [IQR] | 313 [214–519] | 374 [250–571] | 271 [160–471] | 0.16 |
| Time of anesthesia, minute, median [IQR] | 383 [288–592] | 441 [332–666] | 325 [224–543] | 0.10 |
IQR interquartile range, n number, BMI body mass index, ECOG-PS The Eastern Cooperative Oncology Group Performance Status, SOFA Sequential organ failure assessment, CRP C-reactive protein.
Association to sedation period by single and multiple liner regression.
| Single analysis | Multiple analysis | |||||
|---|---|---|---|---|---|---|
| Estimate | 95% CI | p value | Estimate | 95% CI | p value | |
| Age, per a year | − 0.05 | − 0.08 to − 0.02 | < 0.01 | − 0.01 | − 0.04 to 0.01 | 0.30 |
| Sex, female | 0.03 | − 0.37 to 0.43 | 0.89 | |||
| Height, per 1 cm | 0.01 | − 0.03 to 0.05 | 0.70 | |||
| Weight, per 1 kg | 0.04 | 0.11 to 0.07 | 0.01 | |||
| BMI, per 1 kg/m2 | 0.13 | 0.05 to 0.21 | 0.01 | 0.07 | − 0.01 to 0.15 | 0.07 |
| Cardiovascular | − 1.42 | − 2.03 to − 0.80 | < 0.01 | 0.49 | − 0.32 to 1.20 | 0.22 |
| Digestive organ | 0.77 | 0.11 to 1.42 | 0.02 | 0.52 | − 0.14 to 1.18 | 0.11 |
| Pulmonary | − 0.01 | − 1.39 to 1.41 | 0.99 | |||
| Others | 1.80 | 0.76 to 2.84 | < 0.01 | 0.18 | − 0.82 to 1.18 | 0.72 |
| Complication of sepsis | 0.82 | 0.38 to 1.26 | 0.01 | − 0.12 | − 0.68 to 0.43 | 0.66 |
| Charlson Comorbidity Index, per a point | − 0.15 | − 0.35 to 0.04 | 0.13 | |||
| Case of hemodialysis | − 0.50 | − 1.10 to 0.10 | 0.10 | |||
| Katz index, per a point | 0.19 | − 0.52 to 0.91 | 0.59 | |||
| ECOG-PS, per a point | − 0.44 | − 0.81 to − 0.06 | 0.02 | − 0.34 | − 0.73 to 0.05 | 0.09 |
| SOFA score, per a point | 0.26 | 0.15 to 0.37 | < 0.01 | 0.13 | 0.01 to 0.26 | 0.04 |
| Catecholamine index, per a point | 0.03 | 0.01 to 0.05 | 0.01 | |||
| Case of mechanical ventilation | 0.73 | − 0.03 to 1.50 | 0.06 | |||
| Case of continuous hemodiafiltration | 0.84 | 0.44 to 1.25 | < 0.01 | 0.29 | − 0.22 to 0.79 | 0.26 |
| Enteral nutrition | 0.13 | 0.32 to − 0.58 | 0.55 | |||
| Non-surgery cases | 1.30 | 0.88 to 1.72 | < 0.01 | 0.94 | 0.38 to 1.49 | < 0.01 |
| Albumin, per 1 g/dL | 0.47 | − 0.24 to 1.17 | 0.19 | |||
| Lactate, per 1 nmol/L | 0.24 | 0.03 to 0.45 | 0.03 | 0.07 | − 0.12 to 0.26 | 0.48 |
| CRP, per 1 mg/L | 0.13 | 0.09 to 0.17 | < 0.01 | 0.04 | − 0.02 to 0.10 | 0.21 |
BMI body mass index, ECOG-PS The Eastern Cooperative Oncology Group Performance Status, SOFA sequential organ failure assessment, CRP C-reaction protein.
Association to sedation period by single and multiple liner regression in surgery cases.
| Single analysis | Multiple analysis | |||||
|---|---|---|---|---|---|---|
| Estimate | 95% CI | p value | Estimate | 95% CI | p value | |
| Age, per a year | − 0.00 | − 0.03 to 0.03 | 0.91 | |||
| Sex, female | 0.00 | − 0.35 to 0.35 | 0.99 | |||
| Height, per 1 cm | − 0.00 | − 0.03 to 0.03 | 0.99 | |||
| Weight, per 1 kg | 0.01 | − 0.01 to 0.04 | 0.31 | |||
| BMI, per 1 kg/m2 | 0.06 | − 0.03 to 0.14 | 0.19 | |||
| Cardiovascular | − 0.49 | − 0.81 to − 0.17 | < 0.01 | − 0.29 | − 1.34 to 0.76 | 0.47 |
| Digestive organ | 0.45 | 0.12 to 0.77 | < 0.01 | 0.02 | − 1.06 to 1.09 | 0.97 |
| Others | 0.38 | − 0.63 to 1.39 | 0.48 | |||
| Complication of sepsis | 0.74 | 0.32 to 1.17 | < 0.01 | − 0.56 | − 1.29 to 0.18 | 0.13 |
| Charlson Comorbidity Index, per a point | − 0.12 | − 0.30 to 0.06 | 0.19 | |||
| Case of hemodialysis | − 0.11 | − 0.59 to 0.37 | 0.65 | |||
| Katz index, per a point | 0.02 | − 0.61 to 0.66 | 0.94 | |||
| ECOG-PS, per a point | − 0.30 | − 0.64 to 0.04 | 0.08 | |||
| SOFA score, per a point | 0.25 | 0.15 to 0.34 | < 0.01 | 0.13 | 0.01 to 0.25 | 0.04 |
| Catecholamine index, per a point | 0.05 | 0.03 to 0.07 | < 0.01 | 0.02 | − 0.01 to 0.06 | 0.14 |
| Case of mechanical ventilation | 0.24 | − 0.55 to 1.03 | 0.55 | |||
| Case of continuous hemodiafiltration | 0.96 | 0.60 to 1.31 | < 0.01 | 0.44 | − 0.01 to 0.89 | 0.05 |
| Case of enteral nutrition | − 0.12 | − 0.51 to 0.28 | 0.56 | |||
| Albumin, per 1 g/dL | 0.13 | − 0.53 to 0.80 | 0.69 | |||
| Lactate, per 1 nmol/L | 0.33 | 0.13 to 0.53 | < 0.01 | − 0.34 | − 0.85 to 0.16 | 0.18 |
| CRP, per 1 mg/L | 0.03 | 0.05 to 0.16 | < 0.01 | − 0.03 | − 0.07 to 0.02 | 0.29 |
| Case of emergency surgery | 0.70 | 0.39 to 1.01 | < 0.01 | 0.59 | 0.19 to 1.00 | < 0.01 |
| Time of surgery, per a minute | − 0.00 | − 0.00 to 0.00 | 0.93 | |||
| Time of anesthesia, per a minute | − 0.00 | − 0.00 to 0.00 | 0.82 | |||
BMI body mass index, ECOG-PS the Eastern Cooperative Oncology Group Performance Status, SOFA sequential organ failure assessment, CRP C-reaction protein.
Figure 2Correlation between mobilization and sedation (A–C) in overall and (D–F) in surgery cases. (A,D) Between initial day of sitting on the edge of the bed and sedation period. (B,E) Between initial day of standing and sedation period. (C,F) Between initial day of gait and sedation period.
Figure 3Comparison of the sedation period between two groups classified by changing score of ECOG-PS (A,C) and Katz index (B,D), respectively, in overall (A,B) and in surgery cases (C,D).
Figure 4Receiver operating characteristic curve analysis for sedation period (A) in overall and (B) in surgery cases. Positive was defined as a sedation period of more than 3 days. The cutoff point of SOFA score was 10 in both: sensitivity, 0.66; specificity, 0.80; area under the curve, 0.77; standard error, 0.05 in overall and sensitivity, 0.71; specificity, 0.82; area under the curve, 0.79; standard error, 0.05 in surgery cases.