| Literature DB >> 35913973 |
Ricardo Kenji Nawa1, Ary Serpa Neto1,2,3, Ana Carolina Lazarin1, Ana Kelen da Silva1, Camila Nascimento1, Thais Dias Midega1, Raquel Afonso Caserta Eid1, Thiago Domingos Corrêa1, Karina Tavares Timenetsky1.
Abstract
BACKGROUND: Severe coronavirus disease 2019 (COVID-19) patients frequently require mechanical ventilation (MV) and undergo prolonged periods of bed rest with restriction of activities during the intensive care unit (ICU) stay. Our aim was to address the degree of mobilization in critically ill patients with COVID-19 undergoing to MV support.Entities:
Mesh:
Year: 2022 PMID: 35913973 PMCID: PMC9342786 DOI: 10.1371/journal.pone.0272373
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Baseline characteristics and clinical outcomes of the included patients.
| Mechanical Ventilation ( | No Mechanical Ventilation ( | ||||||
|---|---|---|---|---|---|---|---|
| Overall ( | Improved PMI ( | Not Improved PMI ( | Improved PMI ( | Not Improved PMI ( | |||
| Age, years | 67 [55–77] | 60 [50–72] | 74 (63–84) | <0.001 | 64 [52–75] | 68 [55–82] | 0.005 |
| Male gender–no., % | 646 (68.1) | 143 (70.8) | 127 (65.5) | 0.28 | 222 (68.9) | 154 (66.7) | 0.58 |
| Body mass index | 27.9 [25–31] | 28.4 [25.9–32.8] | 27.8 [25.1–30.8] | 0.07 | 28 [25.4–30.7] | 27 [24.4–30.5] | 0.04 |
| Severity of illness | |||||||
| SAPS III score | 50 [43–57] | 51 [46–58] | 58 [52–65] | <0.001 | 46 [42–52] | 47 [42–55] | 0.003 |
| SOFA score | 2 [0–6] | 6 [3–7] | 7 [5–9] | <0.001 | 1 [0–2] | 1 [0–2] | 0.38 |
| Hours between hospital and ICU admission | 1 [0–2] | 0 [0–2] | 0 [0–2] | 0.36 | 1 [0–3] | 1 [0–2] | 0.21 |
| Charlson comorbidity score | 1 [0–2] | 0 [0–1] | 1 [0–3] | <0.001 | 0 [0–1] | 1 [0–2] | 0.02 |
| Modified frailty score | 1 [0–2] | 1 [0–2] | 2 [1–3] | <0.001 | 1 [0–2] | 1 [0–2] | 0.04 |
| Non-frail–no., % | 327 (34.5) | 89 (44.1) | 22 (11.3) | 131 (40.7) | 85 (36.8) | ||
| Pre-frail–no., % | 462 (48.7) | 94 (46.5) | 117 (60.3) | <0.001 | 152 (47.2) | 99 (42.9) | 0.03 |
| Frail–no. (%) | 160 (16.9) | 19 (9.4) | 55 (28.4) | 39 (12.1) | 47 (20.3) | ||
| Readmission–no., % | 6 (0.6) | 2 (1) | 0 (0) | 0.49 | 2 (0.6) | 2 (0.9) | 0.99 |
| Co-morbidities–no., % | |||||||
| Diabetes | 280 (36.9) | 53 (36.1) | 83 (45.1) | 0.11 | 90 (36.3) | 54 (30) | 0.18 |
| Solid neoplasia | 77 (10.1) | 14 (9.5) | 22 (12) | 0.59 | 23 (9.3) | 18 (10) | 0.86 |
| COPD | 64 (8.4) | 9 (6.1) | 23 (12.5) | 0.06 | 16 (6.5) | 16 (8.9) | 0.35 |
| Heart failure | 59 (7.8) | 6 (4.1) | 21 (11.4) | 0.01 | 12 (4.8) | 20 (11.1) | 0.02 |
| Chronic kidney disease | 55 (7.2) | 10 (6.8) | 23 (12.5) | 0.09 | 9 (3.6) | 13 (7.2) | 0.12 |
| Previous myocardial infarction | 35 (4.6) | 5 (3.4) | 12 (6.5) | 0.22 | 12 (4.8) | 6 (3.3) | 0.47 |
| Hematological cancer | 31 (4.1) | 5 (3.4) | 9 (4.9) | 0.59 | 6 (2.4) | 11 (6.1) | 0.07 |
| Metastatic | 17 (2.2) | 3 (2) | 5 (2.7) | 1 | 5 (2) | 4 (2.2) | 0.99 |
| Hemodialysis | 11 (1.4) | 1 (0.7) | 6 (3.3) | 0.13 | 1 (0.4) | 3 (1.7) | 0.31 |
| Cirrhosis | 2 (0.3) | 1 (0.7) | 0 (0) | 0.44 | 1 (0.4) | 0 (0) | 0.99 |
| Immunosuppression | 1 (0.1) | 1 (0.4) | 0 (0) | 0.99 | |||
| Within the first hour of ICU admission | |||||||
| Non-invasive ventilation | 227 (23.9) | 59 (29.2) | 53 (27.3) | 0.73 | 81 (25.2) | 34 (14.7) | 0.003 |
| Invasive mechanical ventilation | 99 (10.4) | 75 (37.1) | 24 (12.4) | <0.001 | 0 (0) | 0 (0) | – |
| Renal replacement therapy | 2 (0.2) | 0 (0) | 2 (1) | 0.23 | 0 (0) | 0 (0) | – |
| Vasopressor | 71 (7.5) | 44 (21.8) | 23 (11.9) | 0.01 | 3 (0.9) | 1 (0.4) | 0.64 |
| Acute kidney injury | 48 (5.1) | 16 (7.9) | 21 (10.8) | 0.38 | 4 (1.2) | 7 (3) | 0.21 |
| Limitation of treatment–no., % | 32 (3.4) | 0 (0) | 7 (3.6) | 0.006 | 3 (0.9) | 22 (9.5) | <0.001 |
| Vital signs within 24 hours of admission | |||||||
| Highest temperature, °C | 36.4 [36–37] | 36.6 [36–37.2] | 36.4 [35.9–37] | 0.01 | 36.4 [36–37] | 36.4 [35.9–37] | 0.6 |
| Lowest mean arterial pressure, mmHg | 89 [80–99] | 88 [78–98] | 88 [78–98] | 0.88 | 91 [82–99] | 91 [81–99] | 0.5 |
| Highest heart rate, bpm | 80 [70–90] | 82 [71–92] | 80 [70–92] | 0.4 | 78 [71–89] | 79 [70–88] | 0.5 |
| Pathology within 24 hours of admission | |||||||
| Highest white blood cell count, 109/L | 8.1 [5.7–11.1] | 8.7 [6.7–11.4] | 7.7 [5.4–11.4] | 0.12 | 7.7 [5.3–11] | 7.9 [5–10.1] | 0.65 |
| Lowest platelet, 109/L | 195 [154–241] | 220 [164–275] | 171 [130–224] | <0.001 | 194 [158–228] | 195 [154–234] | 0.9 |
| Highest creatinine, mg/dL | 0.98 [0.80–1.27] | 0.98 [0.78–1.19] | 1.19 [0.94–2.12] | 0.002 | 0.9 [0.74–1.04] | 0.96 [0.8–1.17] | 0.09 |
| pH | 7.42 [7.38–7.46] | 7.41 [7.36–7.44] | 7.42 [7.36–7.46] | 0.38 | 7.46 [7.43–7.47] | 7.42 [7.42–7.45] | 0.02 |
| PaO2 / FiO2, mmHg | 256 [172–338] | 222 [172–300] | 240 [101–325] | 0.65 | 335 [255–418] | 343 [267–424] | 0.93 |
| PaCO2, mmHg | 36 [32–43] | 40 [35–45] | 35 [31–48] | 0.12 | 32 [29–35] | 35 [32–38] | 0.01 |
| Lactate, mmol/L | 1.6 [1.1–2] | 1.6 [1.2–2] | 1.6 [1.1–2] | 0.77 | 1.4 [1.1–2] | 1.5 [1–3.4] | 0.72 |
| Clinical outcomes | |||||||
| Duration of ventilation, days | 12 [6–24] | 9 [5–15] | 15 [8–33] | <0.001 | – | – | – |
| In survivors | 10 [5–18] | 9 [5–15] | 12 [6–27] | 0.05 | – | – | – |
| ICU length of stay, days | 6 [3–12] | 10 [4–16] | 16 [8–29] | <0.001 | 5 [3–8] | 4 [2–7] | 0.002 |
| In survivors | 5 [3–10] | 10 [4–16] | 8.5 [3–18] | 0.68 | 5 [3–8] | 4 [2–6] | <0.001 |
| Hospital length of stay, days | 16 [10–28] | 26 [17–37] | 30 [17–52] | 0.09 | 11 [9–17] | 11 [7–16] | 0.05 |
| In survivors | 15 [10–26] | 27 [17–38] | 37 [27–63] | <0.001 | 11 [9–17] | 11 [7–17] | 0.14 |
| ICU mortality–no., % | 141 (14.9) | 5 (2.5) | 116 (59.8) | <0.001 | 3 (0.9) | 17 (7.4) | <0.001 |
| Hospital mortality–no., % | 152 (16.2) | 5 (2.5) | 123 (65.8) | <0.001 | 3 (0.9) | 21 (9.1) | <0.001 |
| 28-day mortality–no., % | 127 (13.4) | 4 (2) | 100 (51.5) | <0.001 | 3 (0.9) | 20 (8.7) | <0.001 |
Data are median and interquartile range [quartile 25%–quartile 75%] or n (%). Percentages may not total 100 because of rounding.
Definition of abbreviations: PMI = perme mobility index; SAPS = simplified acute physiology score; SOFA = sequential organ failure assessment; COPD = chronic obstructive pulmonary disease; ICU = intensive care unit; ECMO = extracorporeal membrane oxygenation; PaO2 = partial pressure of oxygen; PaCO2 = partial pressure of carbon dioxide; FiO2 = fraction of inspired oxygen.
*Statistically significant difference between groups.
aThe body-mass index (BMI) is calculated by weight in kilograms divided by the square of the height in meters (Kg/m2). The categories are the same for men and women of all body types and ages, as follows: below 18·5 –underweight, 18·5–24·9 –normal or healthy weight, 25·0–29·9 –overweight, and 30·0 and above–obese.
bThe SAPS III score range from 0 to 217, with higher scores indicating more severe illness and higher risk of death.
cSOFA scores range from 0 to 4 for each organ system, with higher aggregate scores indicating more severe organ dysfunction.
dCharlson comorbidity index range from 0 to 5 for each comorbidity, with score of zero indicating that no comorbidities were found. The higher the score, the more likely the predicted outcome will result in mortality or higher resource use.
Fig 1Perme score over the first 27 days of ICU admission.
Circles are mean and error bars are 95% confidence interval. P value from a mixed-effect generalized linear model with Gaussian distribution, with group and time, and a group x time interaction as fixed effect, and the patients as random effect to account for repeated measurements. The number of patients with available data decreases over successive study days due to deaths and discharges. *Perme ICU mobility score ranges from 0 to 32, with higher scores indicating better mobility level.
Univariable and multivariate logistic regression analysis addressing risk factors associated with patients’ that improved mobility level (n = 949 patients).
| Univariable Model | Multivariable Model | |||
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | |||
| Age | 0.97 (0.96 to 0.98) | <0.001 | 0.85 (0.66 to 1.08) | 0.18 |
| Male gender | 1.18 (0.89 to 1.55) | 0.24 | – | – |
| SAPS III score | 0.95 (0.94 to 0.97) | <0.001 | 0.75 (0.57 to 0.99) | 0.04 |
| SOFA score | 0.91 (0.87 to 0.94) | <0.001 | 0.58 (0.43 to 0.78) | <0.001 |
| Charlson comorbidity index | 0.82 (0.75 to 0.89) | <0.001 | 1.01 (0.84 to 1.22) | 0.90 |
| Modified frailty score | ||||
| Non-frail | 1 (Reference) | 1 (Reference) | ||
| Pre-frail | 0.55 (0.41 to 0.74) | <0.001 | 0.79 (0.54 to 1.17) | 0.23 |
| Frail | 0.28 (0.19 to 0.41) | <0.001 | 0.52 (0.29 to 0.94) | 0.03 |
| Palliative care | 0.08 (0.02 to 0.22) | <0.001 | 0.05 (0.01 to 0.16) | <0.001 |
| Organ support | ||||
| Non-invasive ventilation | ||||
| No use | 1 (Reference) | 1 (Reference) | ||
| Within 1 hr of admission | 1.86 (1.32 to 2.63) | <0.001 | 2.45 (1.59 to 3.81) | <0.001 |
| After 1 hr of admission | 1.66 (1.24 to 2.23) | 0.001 | 2.25 (1.56 to 3.26) | <0.001 |
| Invasive mechanical ventilation | ||||
| No use | 1 (Reference) | 1 (Reference) | ||
| Within 1 hr of admission | 2.24 (1.39 to 3.72) | 0.001 | 2.11 (0.65 to 7.09) | 0.21 |
| After 1 hr of admission | 0.54 (0.4 to 0.71) | <0.001 | 0.41 (0.17 to 0.99) | 0.04 |
| Vasopressor | ||||
| No use | 1 (Reference) | 1 (Reference) | ||
| Within 1 hr of admission | 1.46 (0.88 to 2.49) | 0.15 | 2.22 (0.72 to 6.93) | 0.16 |
| After 1 hr of admission | 0.71 (0.54 to 0.94) | 0.01 | 2.39 (1.07 to 5.5) | 0.03 |
| Renal replacement therapy | 0.31 (0.21 to 0.46) | <0.001 | 0.99 (0.51 to 1.93) | 0.97 |
| Tracheostomy | 0.53 (0.33 to 0.85) | 0.009 | 0.54 (0.30 to 0.95) | 0.03 |
| High-flow nasal cannula | 1.16 (0.89 to 1.51) | 0.28 | – | – |
| ECMO | 0.24 (0.07 to 0.69) | 0.01 | 0.21 (0.05 to 0.8) | 0.03 |
| Use of NMBA | 0.6 (0.46 to 0.79) | <0.001 | 0.53 (0.3 to 0.95) | 0.03 |
| Perme score at ICU admission | 0.96 (0.95 to 0.97) | <0.001 | 0.35 (0.28 to 0.43) | <0.001 |
| ICU length of stay | 0.98 (0.97 to 0.99) | <0.001 | 0.79 (0.61 to 0.97) | 0.04 |
Continuous variables were included after standardization and the odds ratio represents the increase in one standard deviation.
Definition of abbreviations: OR = odds ratio; CI = confidence interval; SAPS = simplified acute physiology score; SOFA = sequential organ failure assessment; hr = hour; NMBA = neuromuscular blockade, ECMO = extracorporeal membrane oxygenation; ICU = intensive care unit.
Variables with p < 0.05 were selected for the multivariable model.
*Statistically significant.
Degree of mobilization according to different clinical characteristics at baseline.
| Overall ( | Use of Mechanical Ventilation | Age (years) | SAPS III | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Yes ( | No ( | ≥65 ( | <65 ( | ≥50 ( | <50 ( | |||||
| At ICU admission | ||||||||||
| Out of bed–no., % | 383 (40.4) | 68 (17.2) | 315 (57) | <0.001 | 186 (36.2) | 197 (45.3) | 0.005 | 151 (31.3) | 232 (49.7) | <0.001 |
| Walked any distance–no., % | 180 (19) | 22 (5.6) | 158 (28.6) | <0.001 | 80 (15.6) | 100 (23) | 0.005 | 54 (11.2) | 126 (27) | <0.001 |
| 1–15 meters | 69 (7.3) | 10 (2.5) | 59 (10.7) | 35 (6.8) | 34 (7.8) | 27 (5.6) | 42 (9) | |||
| 15–30 meters | 32 (3.4) | 7 (1.8) | 25 (4.5) | <0.001 | 16 (3.1) | 16 (3.7) | 0.008 | 12 (2.5) | 20 (4.3) | <0.001 |
| > 30 meters | 79 (8.3) | 5 (1.3) | 74 (13.4) | 29 (5.6) | 50 (11.5) | 15 (3.1) | 64 (13.7) | |||
| During ICU stay | ||||||||||
| Out of bed–no., % | 542 (57.1) | 144 (36.4) | 398 (72) | <0.001 | 263 (51.2) | 279 (64.1) | <0.001 | 218 (45.2) | 324 (69.4) | <0.001 |
| Days until first occurrence | 0 [0–3] | 3 [0–11] | 0 [0–0] | <0.001 | 0 [0–3] | 0 [0–3] | 0.95 | 0 [0–3] | 0 [0–3] | 0.23 |
| Walked any distance–no., % | 281 (29.6) | 50 (12.6) | 231 (41.8) | <0.001 | 131 (25.5) | 150 (34.5) | 0.003 | 95 (19.7) | 186 (39.8) | <0.001 |
| Days until first occurrence | 0 [0–3] | 5 [0–13] | 0 [0–3] | <0.001 | 0 [0–4] | 0 [0–3] | 0.36 | 0 [0–5] | 0 [0–3] | 0.04 |
| Walked 1–15 meters–no., % | 124 (13.1) | 27 (6.8) | 97 (17.5) | <0.001 | 70 (13.6) | 54 (12.4) | 0.62 | 52 (10.8) | 72 (15.4) | 0.04 |
| Days until first occurrence | 0 [0–5] | 5 [0–16] | 0 0–3] | <0.001 | 1 [0–5] | 0 [0–4] | 0.35 | 0 [0–5] | 0 [0–5] | 0.50 |
| Walked 15–30 meters–no., % | 72 (7.6) | 21 (5.3) | 51 (9.2) | 0.02 | 34 (6.6) | 38 (8.7) | 0.22 | 29 (6) | 43 (9.2) | 0.06 |
| Days until first occurrence | 3 [0–7] | 11 [0–15] | 3 [0–3] | 0.004 | 3 [0–8] | 3 [0–6] | 0.92 | 3 [0–13] | 3 [0–3] | 0.09 |
| Walked > 30 meters–no., % | 124 (13.1) | 12 (3) | 112 (20.3) | <0.001 | 50 (9.7) | 74 (17) | 0.001 | 31 (6.4) | 93 (19.9) | <0.001 |
| Days until first occurrence | 0 [0–5] | 3 [0–9] | 0 [0–5] | 0.03 | 0 [0–5] | 0 [0–3] | 0.19 | 3 [0–5] | 0 [0–3] | 0.04 |
| At ICU discharge | ||||||||||
| Out of bed–no., % | 526 (63.3) | 157 (40.7) | 369 (82.9) | <0.001 | 233 (52) | 293 (76.5) | <0.001 | 197 (45.1) | 329 (83.5) | <0.001 |
| Walked any distance–no., % | 335 (40.3) | 75 (19.4) | 260 (58.4) | <0.001 | 138 (30.8) | 197 (51.4) | <0.001 | 109 (24.9) | 226 (57.4) | <0.001 |
| 1–15 meters | 91 (11) | 30 (7.8) | 61 (13.7) | 46 (10.3) | 45 (11.7) | 48 (11) | 43 (10.9) | |||
| 15–30 meters | 74 (8.9) | 24 (6.2) | 50 (11.2) | <0.001 | 35 (7.8) | 39 (10.2) | <0.001 | 28 (6.4) | 46 (11.7) | <0.001 |
| > 30 meters | 170 (20.5) | 21 (5.4) | 149 (33.5) | 57 (12.7) | 113 (29.5) | 33 (7.6) | 137 (34.8) | |||
Data are median and interquartile range [quartile 25%—quartile 75%] or n (%). Percentages may not total 100 because of rounding.
Definition of abbreviations: SAPS = simplified acute physiology score; ICU = intensive care unit.
*Statistically significant difference between groups.
Fig 2Kaplan-Meier curves of time until the first day the patient got out of bed.
Definition of abbreviations: HR = Hazard ratio; MV = mechanical ventilation; SAPS III = simplified acute physiology score; BMI = body mass index; CCI = Charlson comorbidity index; MFI = Modified Frailty Index. Unadjusted hazard ratio calculated with a Cox proportional hazard model. To account for the competing risk of death, patients who died without achieving the event of interest were assigned the worst time possible. a) mechanical ventilation, with groups required (MV = yes) or not required (MV = no); b) simplified acute physiology score (SAPS III score); c) body mass index (BMI) calculated by weight in kilograms divided by the square of the height in meters (Kg/m2), categorized into groups normal or healthy weight (BMI ≤25·0), overweight (BMI = 25·0–29·9), and obese (BMI ≥30·0); d) age (<65 or ≥65); e) Charlson comorbidity index with groups <1 or ≥ 1; and f) Modified Frailty Index at the admission, with groups non-frail (MFI = 0), pre-frail (MFI = 1–2) and frail (MFI ≥3).