| Literature DB >> 33501998 |
Jon H Laake1,2, Eirik A Buanes3,4, Milada C Småstuen5, Reidar Kvåle3,4,6, Brita F Olsen7,8, Tone Rustøen2,9, Kristian Strand10, Vibecke Sørensen11, Kristin Hofsø2,12.
Abstract
BACKGROUND: Norwegian hospitals have operated within capacity during the COVID-19 pandemic. We present patient and management characteristics, and outcomes for the entire cohort of adult (>18 years) COVID-19 patients admitted to Norwegian intensive care units (ICU) from 10 March to 19 June 2020.Entities:
Keywords: ARDS; ICU; Norway; SARS-CoV2; covid-19; mechanical ventilation; national cohort
Mesh:
Year: 2021 PMID: 33501998 PMCID: PMC8014826 DOI: 10.1111/aas.13785
Source DB: PubMed Journal: Acta Anaesthesiol Scand ISSN: 0001-5172 Impact factor: 2.274
Patient characteristics
| Variable |
No. of patients (N = 217) | |
|---|---|---|
| Male (n, %) | 162 | 74.7 |
| Female (n, %) | 55 | 25.3 |
| Age (median, IQR) | 63.0 | 54.2, 72.2 |
| 25‐49 (n, %) | 36 | 16.6 |
| 50‐64 (n, %) | 86 | 39.6 |
| 65‐79 (n, %) | 80 | 36.9 |
| ≥80 (n, %) | 15 | 6.9 |
| Co‐morbidities and risk factors | ||
| Any risk factor / co‐morbidity (n, %) | 152 | 70.0 |
| Number of co‐morbidities | ||
| 0 (n, %) | 65 | 30.0 |
| 1 (n, %) | 74 | 34.1 |
| 2 (n, %) | 46 | 21.2 |
| 3 (n, %) | 25 | 11.5 |
| >3 (n, %) | 7 | 3.2 |
| Cardiovascular disease (incl. Hypertension) (n, %) | 84 | 38.7 |
| Diabetes mellitus (n, %) | 43 | 19.8 |
| Obesity (BMI > 30) (n, %) | 38 | 17.5 |
| Asthma (n, %) | 32 | 14.8 |
| Chronic lung disease (n, %) | 18 | 8.3 |
| Chronic kidney disease (n, %) | 18 | 8.5 |
| Impaired immune system including HIV (n, %) | 18 | 8.1 |
| Cancer (n, %) | 8 | 3.7 |
| Neurologic or neuromuscular disease (n, %) | 7 | 3.2 |
| Active smoker (n, %) | 4 | 1.8 |
| Liver disease (n, %) | 1 | 0.5 |
| Pregnancy (n, %) | 0 | 0.0 |
| No co‐morbidity/risk factor (n, %) | 65 | 30.0 |
| Cause for ICU admission | ||
| Respiratory (n, %) | 198 | 91.2 |
| Circulatory (n, %) | 4 | 1.8 |
| Gastroenterological (n, %) | 1 | 0.5 |
| Neurological (n, %) | 1 | 0.5 |
| Sepsis (n, %) | 5 | 2.3 |
| Metabolic (n, %) | 1 | 0.5 |
| Renal (n, %) | 1 | 0.5 |
| Other (n, %) | 6 | 2.7 |
| Illness severity at admission | ||
| Systolic blood pressure | ||
| <70 mm Hg (n, %) | 13 | 6.0 |
| 70‐99 mm Hg (n, %) | 99 | 45.6 |
| 100‐199 mm Hg (n, %) | 97 | 44.7 |
| ≥200 mm Hg (n, %) | 8 | 3.7 |
| Acute hypoxaemic respiratory failure | ||
| Not mechanically ventilated (n, %) | 34 | 15.7 |
| Mild hypoxaemia | 17 | 7.8 |
| Moderate hypoxaemia | 104 | 47.9 |
| Severe hypoxaemia | 40 | 18.4 |
| Kidney injury | ||
| S‐UREA < 10 mmol/L (n, %) | 173 | 79.7 |
| S‐UREA 10‐29.9 mmol/L (n, %) | 39 | 18.0 |
| S‐UREA ≥ 30.00 mmol/L (n, %) | 4 | 1.8 |
| SAPS II‐score (n = 217) (median, IQR) |
|
|
| Clinical Frailty Scale (n = 129) (median, IQR) |
|
|
Mild = pf‐ratio > 26.6 kPa (>200 mm Hg); moderate = pf‐rato > 13.3 kPa and ≤ 26.6 kPa (>100 mm Hg and ≤ 200 mm Hg); severe = pf‐ratio ≤ 13.3 kPa (≤100 mm Hg).
Missing: 22 pts.
Missing: 1 pt.
FIGURE 1ICU admissions. Admissions (n) of COVID‐19 patients are depicted by date of admission to an ICU [Colour figure can be viewed at wileyonlinelibrary.com]
Clinical management
| Median, IQR | n (%) | |
|---|---|---|
| ICU‐LOS (days) | 14.0 (6.9, 23.0) | 217 (100) |
| MV (days) | 12.0 (6.7, 20.4) | 187 (86.2) |
| MV in prone position (days) | 5 (2.0, 8.0) | 83 (38.2) |
| Non‐invasive ventilation (days) | 0.7 (0.2, 1.6) | 84 (38.7) |
| Tracheostomy | ||
| ICU LOS (days) | 31.5 (24.1, 45.2) | 54 (24.9) |
| Mechanical ventilation (days) | 26.3 (19.8, 38.3) | 54 (24.9) |
| ECMO (days) |
| 2 (0.9) |
| Nitric oxide | 1(0.5%) | |
| RRT (days) | 9 (5.0, 15.0) | 32 (14.7) |
| IHD (days) | 6 (2.0, 7.0) | 12 (5.5) |
| CRRT (days) | 8.5 (5.0, 13.5) | 28 (12.9) |
| Vaso‐active drugs | ‐ | 171 (78.8) |
| NEMS‐score (median, IQR) | 513 (227, 784) | 213 (98.2) |
Abbreviations: ICU LOS, intensive care length‐of‐stay; MV, mechanical ventilation; ECMO, extracorporeal membrane oxygenation; RRT, renal replacement therapy; IHD, intermittent haemodialysis; CRRT, continuous renal replacement therapy; NEMS, nine equivalents of nursing manpower score.
Range.
Outcomes‐Mortality by patient characteristics
| Discharged alive (ICU) | Death in ICU | Death at follow‐up | Univariate analysis | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| N | n | % | n | % | n | % | HR | 95% CI |
| ||
| All patients | 217 | 177 | 81.6 | 40 | 18.4 | 45 | 20.7 | ||||
| Gender | |||||||||||
| Female (ref) | 55 | 42 | 76.4 | 13 | 23.6 | 14 | 31.1 | 1.00 | |||
| Male | 162 | 135 | 83.3 | 27 | 16.7 | 31 | 68.9 | 0.68 | 0.36 | 1.29 | .24 |
| Age | |||||||||||
| 25‐49 (ref) | 36 | 31 | 86.1 | 5 | 13.9 | 5 | 13.9 | 1.00 | ‐ | ‐ | ‐ |
| 50‐64 | 86 | 78 | 90.7 | 8 | 9.3 | 9 | 10.8 | 0.70 | 0.23 | 2.14 | .53 |
| 65‐79 | 80 | 61 | 76.3 | 19 | 23.8 | 22 | 27.5 | 2.33 | 0.88 | 6.16 | .09 |
| 80+ | 15 | 7 | 46.7 | 8 | 53.3 | 9 | 60.0 | 6.36 | 2.13 | 19.03 |
|
| Co‐morbidity | |||||||||||
| Any co‐morbidity | 152 | 118 | 77.6 | 34 | 22.4 | 39 | 25.7 | 3.04 | 1.29 | 7.20 |
|
| Heart Disease | 84 | 63 | 75.0 | 21 | 25.0 | 25 | 29.8 | 2.10 | 1.16 | 3.79 |
|
| Any chronic lung disease | 47 | 36 | 76.6 | 11 | 23.4 | 11 | 23.4 | 1.25 | 0.63 | 2.48 | .52 |
| Diabetes | 43 | 29 | 67.4 | 14 | 32.6 | 16 | 37.2 | 2.77 | 1.50 | 5.13 |
|
| BMI > 30 | 38 | 31 | 81.6 | 7 | 18.4 | 7 | 18.4 | 0.77 | 0.32 | 1.92 | .55 |
| Asthma | 32 | 25 | 78.1 | 7 | 21.9 | 7 | 21.9 | 1.10 | 0.49 | 2.46 | .83 |
| Immunodeficient | 18 | 14 | 77.8 | 4 | 22.2 | 5 | 22.7 | 1.48 | 0.59 | 3.77 | .41 |
| CKD | 18 | 10 | 55.6 | 8 | 44.4 | 9 | 50.0 | 3.71 | 1.78 | 7.72 |
|
| Chronic lung disease | 18 | 12 | 66.7 | 6 | 33.3 | 6 | 33.3 | 2.02 | 0.85 | 4.77 | .11 |
| Cancer | 8 | 8 | 100.0 | 0 | 0.0 | 1 | 12.5 | 0.59 | 0.08 | 4.30 | .60 |
| Neurological | 7 | 5 | 71.4 | 2 | 28.6 | 2 | 28.6 | 0.82 | 0.11 | 5.95 | .84 |
| Current Smoker | 4 | 2 | 50.0 | 2 | 50.0 | 2 | 50.0 | 2.72 | 0.66 | 11.25 | .17 |
| Liver Disease | 1 | 1 | 100.0 | 0 | 0.0 | 0 | 0.0 | (omitted) | |||
| Pregnant | 0 | 0 | ‐ | 0 | ‐ | 0 | ‐ | (omitted) | |||
| Severity at admission | |||||||||||
| SAPS II score | 217 | 177 | 81.6 | 40 | 18.4 | 45 | 20.7 | 1.09 | 1.06 | 1.12 |
|
| Severity of AHRF | |||||||||||
| no MV (ref) | 34 | 32 | 94.1 | 2 | 5.9 | 4 | 11.8 | 1.00 | ‐ | ‐ | ‐ |
| mild | 17 | 16 | 94.1 | 1 | 5.9 | 1 | 5.9 | 0.58 | 0.06 | 5.57 | .64 |
| moderate | 104 | 87 | 83.7 | 17 | 16.3 | 19 | 18.3 | 1.96 | 0.58 | 6.63 | .28 |
| severe | 40 | 25 | 62.5 | 15 | 37.5 | 16 | 40.0 | 4.46 | 1.29 | 15.43 |
|
| Kidney injury (S‐UREA) | |||||||||||
| S‐UREA < 10 mmol/L (ref) | 173 | 147 | 85.0 | 26 | 15.0 | 26 | 15.0 | 1.0 | ‐ | ‐ | ‐ |
| S‐UREA 10‐29.9 mmol/L | 39 | 28 | 71.8 | 11 | 28.2 | 16 | 41.00 | 3.48 | 1.82 | 6.63 |
|
| S‐UREA ≥ 30 mmol/L | 4 | 1 | 25.0 | 3 | 75.0 | 3 | 75.00 | 7.23 | 2.17 | 24.07 |
|
| Systolic BP | |||||||||||
| < 70 mm Hg | 13 | 9 | 69.2 | 4 | 30.8 | 7 | 53.9 | 3.80 | 1.50 | 9.60 |
|
| 70‐99 mm Hg | 99 | 82 | 82.8 | 17 | 17.2 | 19 | 19.2 | 1.10 | 0.60 | 2.20 | .70 |
| 100‐199 mm Hg (ref) | 97 | 80 | 82.5 | 17 | 17.5 | 17 | 17.5 | 1.0 | ‐ | ‐ | ‐ |
| ≥ 200 mm Hg | 8 | 6 | 75.0 | 2 | 25.0 | 2 | 25.0 | 1.50 | 0.40 | 6.70 | .60 |
| Therapy | |||||||||||
| Mechanical ventilation | |||||||||||
| Yes | 187 | 149 | 79.7 | 38 | 20.3 | 41 | 21.9 | 1.57 | 0.56 | 4.39 | .39 |
| No (ref) | 30 | 28 | 93.3 | 2 | 6.7 | 4 | 13.3 | 1.00 | ‐ | ‐ | ‐ |
| Renal replacement | |||||||||||
| Yes | 32 | 15 | 46.9 | 17 | 53.1 | 18 | 56.2 | 4.69 | 2.57 | 8.57 |
|
| No (ref) | 185 | 162 | 87.6 | 23 | 14.2 | 27 | 14.6 | 1.00 | ‐ | ‐ | ‐ |
| Vasoactive infusion | |||||||||||
| Yes | 171 | 136 | 79.5 | 35 | 20.5 | 39 | 22.8 | 1.66 | 0.70 | 3.94 | .25 |
| No (ref) | 46 | 41 | 89.1 | 5 | 10.9 | 6 | 13.0 | 1.00 | ‐ | ‐ | ‐ |
The bold values show significant value.
“Any chronic lung disease” denotes any combination of “chronic lung disease” and “asthma”.
FIGURE 2Survival estimates. Kaplan Meier estimates of survival of patients admitted to the ICU. Survival is reported for the overall group (blue) and by age (<65 years old [green] and ≥ 65 years old [red]). The analysis includes patients who survived the first day of intensive care (216 pts) [Colour figure can be viewed at wileyonlinelibrary.com]
Outcomes (A) Mortality by premorbid patient characteristics–multivariable analysis. (B) Mortality by illness severity at admission–multivariable analysis
| Risk factor | HR | 95% CI |
| |
|---|---|---|---|---|
| A | ||||
| Age ≥ 65 years | 3.01 | 1.52 | 5.95 |
|
| Cardiovascular disease | 1.07 | 0.56 | 2.07 | .83 |
| Diabetes | 2.41 | 1.29 | 4.52 |
|
| Chronic lung disease | 1.28 | 0.63 | 2.58 | .49 |
| Chronic kidney disease | 2.89 | 1.31 | 6.35 |
|
| B | ||||
| AHRF | ||||
| Not mechanically ventilated | 1.00 | ‐ | ‐ | ‐ |
| Mild | 0.35 | 0.04 | 3.21 | .35 |
| Moderate | 1.22 | 0.41 | 3.65 | .72 |
| Severe | 2.47 | 0.79 | 7.77 | .12 |
| Kidney injury (s‐urea) | ||||
| S‐UREA < 10 mmol/L (ref) | 1.00 | ‐ | ‐ | ‐ |
| S‐UREA 10‐29.9 mmol/L | 3.89 | 2.02 | 7.50 |
|
| S‐UREA ≥ 30 mmol/L | 5.60 | 1.20 | 26.23 |
|
| Systolic blood pressure | ||||
| <70 mm Hg | 2.42 | 0.87 | 6.73 | .09 |
| 70‐99 mm Hg | 1.00 | 0.49 | 2.06 | .99 |
| 100‐199 mm Hg | 1.00 | ‐ | ‐ | ‐ |
| ≥200 mm Hg | 1.55 | 0.20 | 12.17 | .68 |
The bold values show significant value.
Abbreviations: AHRF, acute hypoxaemic respiratory failure
Resource utilisation
| N | Mean (SD) | Sum | % of LOS | |
|---|---|---|---|---|
| ICU LOS (days) | 217 | 17.4 (14.6) | 3771.8 | 100.0 |
| MV (days) | 187 | 15.2 (12.8) | 2840.9 | 75.3 |
| NIV (days) | 84 | 1.2 (1.4) | 103.6 | 2.7 |
| RRT (days) | 32 | 10.5 (7.8) | 335 | 8.9 |
| ECMO (days) | 2 | 17.5 (12.5) | 35.0 | 0.9 |
| NEMS | 213 | 602.2 (517.5) | 128 261 | ‐ |
Abbreviations: ICU LOS, intensive care length‐of stay; MV, mechanical ventilation; NIV, non‐invasive ventilation; RRT, renal replacement therapy; ECMO, extracorporeal ventilation; NEMS, Nine equivalents of nursing manpower score.
FIGURE 3Length of stay. Length of stay (LOS) in the ICU by severity of respiratory failure at ICU admission. The boxplots illustrate LOS (days) for patients not requiring MV on the first day of admission, and MV patients with mild (pf‐ratio > 26.6 kPa), moderate (pf‐ratio > 13.3 and ≤ 26.6 kPa) or severe (pf‐ratio ≤ 13.3 kPa) AHRF. LOS was significantly longer in patients requiring MV compared to patients who did not require MV and in patients with moderate or severe AHRF compared to those with mild AHRF. LOS was analysed with multiple linear regression (Appendix Table A5) [Colour figure can be viewed at wileyonlinelibrary.com]