1Intensive Care Department, Sir Charles Gairdner Hospital, Perth, Australia
2Intensive Care Department, Royal Perth Hospital, Perth, Australia
3University of Western Australia School of Medicine, Perth, Australia
4School of Veterinary & Life Sciences, Murdoch University, Perth, Australia
5Intensive Care Department, Fiona Stanley Hospital, Perth, Australia
6Intensive Care Department, St John of God Midland Hospital, Perth, Australia
Copyright © 2021 The Korean Society of Critical Care Medicine
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
No potential conflict of interest relevant to this article was reported.
AUTHOR CONTRIBUTIONS
Conceptualization: JSZ, BW, EL, EF, MHA. Investigation: JSZ, KMH, EL, MHA. Data curation: JSZ. Formal analysis: KMH. Funding acquisition: MHA. Methodology: BW, MHA. Writing–original draft: JSZ, MHA. Writing–review & editing: BW, KMH, EL, EF.
Baseline characteristics | Treated with APRVa (n=11) | Untreated with APRV (n=14) | P-valueb |
---|---|---|---|
Age (yr) | 70 (69–77) | 72 (69–74) | 0.647 |
Male sex | 8 (73) | 6 (43) | 0.227 |
Weight (kg) | 84 (78–119) | 83 (68–95) | 0.373 |
BMI (kg/m2) | 31 (28–46) | 27 (23–37) | 0.138 |
Day of symptoms before admission | 6 (3–10) | 8 (3–14) | 0.709 |
Hypertension | 10 (46) | 6 (86) | 0.093 |
Diabetes mellitus | 3 (27) | 5 (36) | 0.999 |
No. of quadrants with infiltrates on CXR | 3 (2–4) | 4 (3–4) | 0.467 |
APACHE II score | 16 (12–26) | 17 (13–20) | 0.467 |
First PaO2/FiO2 ratio (mm Hg) | 151 (72–178) | 157 (137–257) | 0.347 |
First peak inspiratory pressure (cm H2O) | 24 (22–29) | 22 (20–26) | 0.267 |
First PEEP (cm H2O) | 12 (1–12) | 10 (10–12) | 0.851 |
First respiratory compliance (ml/cm H2O) | 32 (23–49) | 46 (35–50) | 0.222 |
Values are presented as median (IQR) or number (%).
APRV: airway pressure release ventilation; BMI: body mass index; CXR: chest X-ray; APACHE: Acute Physiology and Chronic Health Evaluation; PaO2: arterial oxygen partial pressure; FiO2: fractional inspired oxygen; PEEP: positive end-expiratory pressure; IQR: interquartile range.
aMedian time to initiation of APRV from initiation of invasive mechanical ventilation was 1 day (IQR, 0–4; 4 patients on day 0, 3 patients on day 1, 1 patient each on days 3, 4, 5, and 6), and the median duration of APRV use was 7 days (IQR, 6–12);
bCategorical data (male sex, hypertension, diabetes mellitus) were analyzed by chi-square test and continuous data (all others) were analyzed by Mann-Whitney test.
Outcome | Treated with APRVa (n=11) | Untreated with APRV (n=14) | P-valueb |
---|---|---|---|
Pneumothorax | 1 (9)c | 0 | 0.440 |
Subcutaneous emphysema | 1 (9)c | 0 | 0.440 |
Intercostal catheter | 1 (9)c | 0 | 0.440 |
Tracheostomy | 2 (18) | 1 (7) | 0.565 |
ICU mortality | 5 (46) | 1 (7) | 0.056 |
Hospital mortality | 5 (46) | 1 (7) | 0.056 |
Day 90 mortality | 5 (46) | 1 (7) | 0.056 |
Ventilator-free survival day up to day 90 after initiation of ventilation | 57 (1–72) | 82 (73–85) | 0.001 |
Ventilator-free day among survivors | 72 (65–78) | 82 (76–85) | 0.017 |
Total mechanical ventilation day | 12 (7–23) | 8 (4–13) | 0.107 |
ICU stay (day) | 20 (8–27) | 11 (7–15) | 0.120 |
Hospital stay (day) | 33 (7–42) | 19 (14–32) | 0.609 |
Hydroxychloroquine | 0 | 2 (14) | 0.191 |
Values are presented as number (%) or median (IQR).
APRV: airway pressure release ventilation; ICU: intensive care unit; IQR: interquartile range.
aMedian time to initiation of APRV from initiation of invasive mechanical ventilation was 1 day (IQR, 0–4; 4 patients on day 0, 3 patients on day 1, 1 patient each on days 3, 4, 5, and 6), and median duration of APRV use was 7 days (IQR, 6–12);
bCategorical data (pneumothorax, subcutaneous emphysema, intercostal catheter, tracheostomy, mortality, hydroxychloroquine) were analyzed by chi-square test and continuous data (all others) were analyzed by Mann-Whitney test;
cOccurred 3 days after APRV was initiated in the same patient.
Concurrent treatment | Treated with APRVa (n=11) | Untreated with APRV (n=14) | P-valueb |
---|---|---|---|
Azithromycin | 10 (91) | 11 (79) | 0.604 |
Lopinavir/ritonavirc | 0 | 2 (14) | 0.174 |
Corticosteroids | 3 (27) | 4 (29) | 0.943 |
Vitamin C | 1 (9) | 0 | 0.250 |
Prone ventilation | 5 (46) | 1 (7) | 0.056 |
Day to initiation of prone ventilation from initiation of ventilation | 3 (3–5) | 2 (NA) | 0.333 |
Nitric oxide | 5 (46) | 1 (7) | 0.050 |
Day to initiation of nitric oxide | 3 (2–5) | 4 (NA) | 0.667 |
Prostacyclin | 3 (27) | 0 | 0.072 |
Day to initiation of prostacyclin | 3 (2-NA) | NA | NA |
Values are presented as number (%) or median (IQR). No patient was treated with renal replacement therapy, remdesivir, tocilizumab, anakinra, interferon 1b, or extracorporeal membrane oxygenation.
APRV: airway pressure release ventilation; NA, not applicable; IQR: interquartile range.
aMedian time to initiation of APRV from initiation of invasive mechanical ventilation was 1 day (IQR, 0-4; 4 patients on day 0, 3 patients on day 1, 1 patient each on days 3, 4, 5, and 6), and median duration of APRV use was 7 days (IQR, 6–12);
bCategorical data (azithromycin, lopinavir/ritonavir, corticosteroids, vitamin C, prone ventilation, nitric oxide, prostacylin) were analyzed by chi-square test and continuous data (all others) were analyzed by Mann-Whitney test;
cData from 24 patients were available.
The Hosmer-Lemeshow chi-square and Nagelkerke R2 of the model were 0.820 (P=0.999) and 0.840, respectively. Median and interquartile range of propensity scores for ICU survivors were 0.09 and 0.01–0.91, respectively, and those for ICU non-survivors were 0.95 and 0.16–0.99.
APRV: airway pressure release ventilation; CI: confidence interval; APACHE: Acute Physiology and Chronic Health Evaluation; PaO2: arterial oxygen partial pressure; FiO2: fractional inspired oxygen; CRP: C-reactive protein; CXR, chest X-ray.
Covariate | HR associated with APRV in relation to survival to ICU discharge (95% CI) | P-value | HR associated with APRV in relation to survival to ICU discharge (95% CI) with adjustment for propensity score | P-value (including adjustment for propensity score) |
---|---|---|---|---|
APRV (yes vs. no) | 0.182 (0.06–0.584) | 0.004 | 0.03 (0.01–0.385) | 0.008 |
APRV+APACHE II score | 0.176 (0.05–0.588) | 0.005 | 0.02 (0.01–0.316) | 0.005 |
APRV+APACHE II score+PaO2/FiO2 ratio on initiation of mechanical ventilation | 0.08 (0.02–0.384) | 0.002 | 0.02 (0.01–0.328) | 0.007 |
APRV+APACHE II score+PaO2/FiO2 ratio and respiratory compliance on initiation of mechanical ventilation | 0.07 (0.01–0.362) | 0.002 | 0.02 (0.01–0.334) | 0.007 |
APRV+APACHE II score+PaO2/FiO2 ratio and respiratory compliance on initiation of mechanical ventilation+ corticosteroid therapy | 0.07 (0.01–0.356) | 0.002 | 0.02 (0.01–0.514) | 0.018 |
APRV+ | 0.06 (0.01–0.359) | 0.002a | 0.02 (0.01–0.554) | 0.020 |
APACHE II score+ | 0.88 (0.73–1.06) | 0.164 | 0.89 (0.73–1.08) | 0.238 |
P/F ratio+ | 1.00 (0.99–1.01) | 0.575 | 1.00 (0.99–1.01) | 0.454 |
Respiratory compliance on initiation MV+ | 0.99 (0.94–1.03) | 0.552 | 0.99 (0.95–1.04) | 0.645 |
Corticosteroid therapy+ | 0.35 (0.04–3.47) | 0.371 | 0.60 (0.04–9.88) | 0.724 |
No quadrants on CXR+ | 1.39 (0.47–4.16) | 0.554 | 1.30 (0.42–3.96) | 0.650 |
Propensity score | Not included | - | 3.68 (0.11–119) | 0.463 |
APRV: airway pressure release ventilation; ICU: intensive care unit; HR: hazard ratio; CI: confidence interval; APACHE: Acute Physiology and Chronic Health Evaluation; PaO2: arterial oxygen partial pressure; FiO2: fractional inspired oxygen; CXR: chest X-ray.
aNone of the other covariates other than APRV was associated with a P-value <0.05; the HR for ICU survival (0.06) and P-value (0.002) associated with APRV remained unchanged after 1,000 bootstrap resamplings to adjust for bias from overfitting or outliers.
Baseline characteristics | Treated with APRV |
Untreated with APRV (n=14) | P-value |
---|---|---|---|
Age (yr) | 70 (69–77) | 72 (69–74) | 0.647 |
Male sex | 8 (73) | 6 (43) | 0.227 |
Weight (kg) | 84 (78–119) | 83 (68–95) | 0.373 |
BMI (kg/m2) | 31 (28–46) | 27 (23–37) | 0.138 |
Day of symptoms before admission | 6 (3–10) | 8 (3–14) | 0.709 |
Hypertension | 10 (46) | 6 (86) | 0.093 |
Diabetes mellitus | 3 (27) | 5 (36) | 0.999 |
No. of quadrants with infiltrates on CXR | 3 (2–4) | 4 (3–4) | 0.467 |
APACHE II score | 16 (12–26) | 17 (13–20) | 0.467 |
First PaO2/FiO2 ratio (mm Hg) | 151 (72–178) | 157 (137–257) | 0.347 |
First peak inspiratory pressure (cm H2O) | 24 (22–29) | 22 (20–26) | 0.267 |
First PEEP (cm H2O) | 12 (1–12) | 10 (10–12) | 0.851 |
First respiratory compliance (ml/cm H2O) | 32 (23–49) | 46 (35–50) | 0.222 |
Outcome | Treated with APRV |
Untreated with APRV (n=14) | P-value |
---|---|---|---|
Pneumothorax | 1 (9) |
0 | 0.440 |
Subcutaneous emphysema | 1 (9) |
0 | 0.440 |
Intercostal catheter | 1 (9) |
0 | 0.440 |
Tracheostomy | 2 (18) | 1 (7) | 0.565 |
ICU mortality | 5 (46) | 1 (7) | 0.056 |
Hospital mortality | 5 (46) | 1 (7) | 0.056 |
Day 90 mortality | 5 (46) | 1 (7) | 0.056 |
Ventilator-free survival day up to day 90 after initiation of ventilation | 57 (1–72) | 82 (73–85) | 0.001 |
Ventilator-free day among survivors | 72 (65–78) | 82 (76–85) | 0.017 |
Total mechanical ventilation day | 12 (7–23) | 8 (4–13) | 0.107 |
ICU stay (day) | 20 (8–27) | 11 (7–15) | 0.120 |
Hospital stay (day) | 33 (7–42) | 19 (14–32) | 0.609 |
Hydroxychloroquine | 0 | 2 (14) | 0.191 |
Concurrent treatment | Treated with APRV |
Untreated with APRV (n=14) | P-value |
---|---|---|---|
Azithromycin | 10 (91) | 11 (79) | 0.604 |
Lopinavir/ritonavir |
0 | 2 (14) | 0.174 |
Corticosteroids | 3 (27) | 4 (29) | 0.943 |
Vitamin C | 1 (9) | 0 | 0.250 |
Prone ventilation | 5 (46) | 1 (7) | 0.056 |
Day to initiation of prone ventilation from initiation of ventilation | 3 (3–5) | 2 (NA) | 0.333 |
Nitric oxide | 5 (46) | 1 (7) | 0.050 |
Day to initiation of nitric oxide | 3 (2–5) | 4 (NA) | 0.667 |
Prostacyclin | 3 (27) | 0 | 0.072 |
Day to initiation of prostacyclin | 3 (2-NA) | NA | NA |
Predictor | Odds ratio (95% CI) | P-value |
---|---|---|
APACHE II score | 1.335 (0.801–2.224) | 0.260 |
PaO2 to FiO2 ratio (on initiation of mechanical ventilation) | 0.906 (0.776–1.059) | 0.215 |
Maximum CRP (per mg/L increment) | 1.082 (0.986–1.189) | 0.097 |
Respiratory compliance (per ml/cm H2O increment) on initiation of mechanical ventilation | 1.116 (0.882–1.412) | 0.362 |
No. of quadrants with infiltrates on the CXR on admission to ICU | 0.003 (0.001–19.82) | 0.197 |
FiO2 | 0.870 (0.700–1.082) | 0.210 |
Covariate | HR associated with APRV in relation to survival to ICU discharge (95% CI) | P-value | HR associated with APRV in relation to survival to ICU discharge (95% CI) with adjustment for propensity score | P-value (including adjustment for propensity score) |
---|---|---|---|---|
APRV (yes vs. no) | 0.182 (0.06–0.584) | 0.004 | 0.03 (0.01–0.385) | 0.008 |
APRV+APACHE II score | 0.176 (0.05–0.588) | 0.005 | 0.02 (0.01–0.316) | 0.005 |
APRV+APACHE II score+PaO2/FiO2 ratio on initiation of mechanical ventilation | 0.08 (0.02–0.384) | 0.002 | 0.02 (0.01–0.328) | 0.007 |
APRV+APACHE II score+PaO2/FiO2 ratio and respiratory compliance on initiation of mechanical ventilation | 0.07 (0.01–0.362) | 0.002 | 0.02 (0.01–0.334) | 0.007 |
APRV+APACHE II score+PaO2/FiO2 ratio and respiratory compliance on initiation of mechanical ventilation+ corticosteroid therapy | 0.07 (0.01–0.356) | 0.002 | 0.02 (0.01–0.514) | 0.018 |
APRV+ | 0.06 (0.01–0.359) | 0.002 |
0.02 (0.01–0.554) | 0.020 |
APACHE II score+ | 0.88 (0.73–1.06) | 0.164 | 0.89 (0.73–1.08) | 0.238 |
P/F ratio+ | 1.00 (0.99–1.01) | 0.575 | 1.00 (0.99–1.01) | 0.454 |
Respiratory compliance on initiation MV+ | 0.99 (0.94–1.03) | 0.552 | 0.99 (0.95–1.04) | 0.645 |
Corticosteroid therapy+ | 0.35 (0.04–3.47) | 0.371 | 0.60 (0.04–9.88) | 0.724 |
No quadrants on CXR+ | 1.39 (0.47–4.16) | 0.554 | 1.30 (0.42–3.96) | 0.650 |
Propensity score | Not included | - | 3.68 (0.11–119) | 0.463 |
Values are presented as median (IQR) or number (%). APRV: airway pressure release ventilation; BMI: body mass index; CXR: chest X-ray; APACHE: Acute Physiology and Chronic Health Evaluation; PaO2: arterial oxygen partial pressure; FiO2: fractional inspired oxygen; PEEP: positive end-expiratory pressure; IQR: interquartile range. Median time to initiation of APRV from initiation of invasive mechanical ventilation was 1 day (IQR, 0–4; 4 patients on day 0, 3 patients on day 1, 1 patient each on days 3, 4, 5, and 6), and the median duration of APRV use was 7 days (IQR, 6–12); Categorical data (male sex, hypertension, diabetes mellitus) were analyzed by chi-square test and continuous data (all others) were analyzed by Mann-Whitney test.
Values are presented as number (%) or median (IQR). APRV: airway pressure release ventilation; ICU: intensive care unit; IQR: interquartile range. Median time to initiation of APRV from initiation of invasive mechanical ventilation was 1 day (IQR, 0–4; 4 patients on day 0, 3 patients on day 1, 1 patient each on days 3, 4, 5, and 6), and median duration of APRV use was 7 days (IQR, 6–12); Categorical data (pneumothorax, subcutaneous emphysema, intercostal catheter, tracheostomy, mortality, hydroxychloroquine) were analyzed by chi-square test and continuous data (all others) were analyzed by Mann-Whitney test; Occurred 3 days after APRV was initiated in the same patient.
Values are presented as number (%) or median (IQR). No patient was treated with renal replacement therapy, remdesivir, tocilizumab, anakinra, interferon 1b, or extracorporeal membrane oxygenation. APRV: airway pressure release ventilation; NA, not applicable; IQR: interquartile range. Median time to initiation of APRV from initiation of invasive mechanical ventilation was 1 day (IQR, 0-4; 4 patients on day 0, 3 patients on day 1, 1 patient each on days 3, 4, 5, and 6), and median duration of APRV use was 7 days (IQR, 6–12); Categorical data (azithromycin, lopinavir/ritonavir, corticosteroids, vitamin C, prone ventilation, nitric oxide, prostacylin) were analyzed by chi-square test and continuous data (all others) were analyzed by Mann-Whitney test; Data from 24 patients were available.
The Hosmer-Lemeshow chi-square and Nagelkerke R2 of the model were 0.820 (P=0.999) and 0.840, respectively. Median and interquartile range of propensity scores for ICU survivors were 0.09 and 0.01–0.91, respectively, and those for ICU non-survivors were 0.95 and 0.16–0.99. APRV: airway pressure release ventilation; CI: confidence interval; APACHE: Acute Physiology and Chronic Health Evaluation; PaO2: arterial oxygen partial pressure; FiO2: fractional inspired oxygen; CRP: C-reactive protein; CXR, chest X-ray.
APRV: airway pressure release ventilation; ICU: intensive care unit; HR: hazard ratio; CI: confidence interval; APACHE: Acute Physiology and Chronic Health Evaluation; PaO2: arterial oxygen partial pressure; FiO2: fractional inspired oxygen; CXR: chest X-ray. None of the other covariates other than APRV was associated with a P-value <0.05; the HR for ICU survival (0.06) and P-value (0.002) associated with APRV remained unchanged after 1,000 bootstrap resamplings to adjust for bias from overfitting or outliers.