| Literature DB >> 35254675 |
Greer Waldrop1,2, Seyed A Safavynia2,3, Megan E Barra4,5, Brian L Edlow5,6,7, Nicholas D Schiff2,8,9, Jan Claassen1,2, Sachin Agarwal1,2, David A Berlin2,10, Amelia K Boehme1, Daniel Brodie2,11, Jacky M Choi12, Kevin Doyle1,2, Joseph J Fins2,13, Wolfgang Ganglberger6, Katherine Hoffman12, Aaron M Mittel2,14, David Roh1,2, Shibani S Mukerji6, Caroline Der Nigoghossian2,15, Soojin Park1,2, Edward J Schenck2,10, John Salazar-Schicchi2,11, Qi Shen1,2, Evan Sholle16, Angela G Velazquez1,2, Maria C Walline2,3, M Brandon Westover6, Emery N Brown17,18, Jonathan Victor2,8,9.
Abstract
OBJECTIVE: The purpose of this study was to estimate the time to recovery of command-following and associations between hypoxemia with time to recovery of command-following.Entities:
Mesh:
Year: 2022 PMID: 35254675 PMCID: PMC9082460 DOI: 10.1002/ana.26342
Source DB: PubMed Journal: Ann Neurol ISSN: 0364-5134 Impact factor: 11.274
FIGURE 1Participants, initial surge (March–July 2020). CUIMC = Columbia University Irving Medical Center; GCS = Glasgow Coma Scale; MGH = Massachusetts General Hospital; PaO2 = arterial partial pressure of oxygen; WCMC = Weill Cornell Medical College.
Demographic, Behavioral, Clinical Variables by Hypoxemia (PaO2 ≤55 mmHg)
| No hypoxemia (N = 373) | Hypoxemia (N = 422) |
| |
|---|---|---|---|
| Demographics | |||
| Age, mean (SD) | 62 (14) | 63 (14) | 0.08 |
| Male sex | 252 (68) | 285 (68) | 0.99 |
| Race/ethnicity | 0.02 | ||
| White | 89 (24) | 75 (18) | |
| Black or African American | 41 (11) | 51 (12) | |
| Black, Hispanic, or Latino | 11 (3) | 8 (2) | |
| Hispanic or Latino | 122 (33) | 114(27) | |
| White, Hispanic, or Latino | 22 (6) | 41 (10) | |
| Asian | 37 (10) | 53 (13) | |
| Unknown or not described | 51 (14) | 80 (19) | |
| Obese (BMI ≥30, kg/m2) | 188 (50) | 200 (47) | 0.38 |
| Clinical characteristics at intubation | |||
| Lowest SpO2 | 84 (77–88) | 78 (67–85) | <0.001 |
| Lowest P:F ratio | <0.001 | ||
| Not ARDS (P:F >300) | 16 (4) | 14 (3) | |
| Mild ARDS (P:F 201–300) | 60 (16) | 25 (6) | |
| Moderate ARDS (P:F 101–200) | 183 (49) | 175 (42) | |
| Severe ARDS (P:F < 100) | 113 (30) | 203 (48) | |
| MAP <65 (mmHg) | 268 (72) | 315 (74) | 0.43 |
| Lowest platelet count (103/μl) | 232 (172–309) | 235 (174–319) | 0.56 |
| Maximum creatinine (mg/dl) | 1 (1–1) | 1 (1–2) | 0.89 |
| Behavioral assessment | |||
| Number of GCS assessments | 55 (32–87) | 76 (41–130) | <0.001 |
| Number of days with GCS motor <6 | 14 (8–20) | 20 (12–34) | <0.001 |
| Number of days GCS total ≤8 | 18 (10–27) | 24 (14–42) | <0.001 |
| Number of days with RASS score −4 or −5 | 11 (7–17) | 16 (9–24) | <0.001 |
| Clinical characteristics throughout hospital course | |||
| SARS‐COV‐2 positive | 368 (99) | 421 (100) | 0.07 |
| Number of PaO2 values | 52 (32–85) | 97 (59–150) | <0.001 |
| Days of PaO2 ≤55 mmHg | <0.001 | ||
| None | 373 (100) | 0 (0) | |
| 1 day | 0 (0) | 164 (39) | |
| ≥2 days | 0 (0) | 258 (61) | |
| Days of PaO2 ≤70 mmHg | <0.001 | ||
| None | 63 (17) | 0 (0) | |
| 1 day | 45 (12) | 7 (2) | |
| ≥2 days | 262 (71) | 418 (98) | |
| SpO2 < 84% | 229 (61) | 325 (77) | <0.001 |
| Lowest SpO2 | 81 (68–86) | 75 (58–83) | <0.001 |
| Maximum PaCO2 (mmHg) | 61 (52–72) | 75 (62–90) | <0.001 |
| Lowest P:F ratio | <0.001 | ||
| Mild ARDS (P:F 201–300) | 14 (4) | 1 (0) | |
| Moderate ARDS (P:F 101–200) | 160 (43) | 53 (13) | |
| Severe ARDS (P:F < 100) | 199 (53) | 368 (87) | |
| Highest plateau pressure (mmHg) | 29 (26–34) | 33 (29–40) | <0.001 |
| Highest PEEP (mmHg) | 15 (12–18) | 15 (12–18) | 0.49 |
| MAP <65 (mmHg) | 365 (98) | 421 (100) | 0.01 |
| Hemoglobin <7 (g/dl) | 173 (46) | 287 (68) | <0.001 |
| Lowest platelet count (103/μl) | 234 (161–361) | 236 (147–396) | 0.52 |
| Maximum creatinine (mg/dl) | 2 (1–6) | 3(1–5) | 0.92 |
| Total bilirubin ≥2 (mg/dl) | 101 (27) | 141 (33) | 0.06 |
| Hepatic insufficiency | 123 (33) | 156 (37) | 0.22 |
| CRRT | 104 (28) | 140 (33) | 0.1 |
| ECMO | 4 (1) | 19 (5) | <0.001 |
Sedation and Outcome Variables by Hypoxemia (PaO2 ≤ 55 mmHg)
| No hypoxemia (N = 373) | Hypoxemia (N = 422) |
| |
|---|---|---|---|
| Sedation | |||
| Days of continuous sedative infusion | 14 (8–20) | 19 (12–28) | <0.001 |
| Cumulative midazolam equivalents (mg) | 1,817 (891–3,710) | 3,224 (1,560–6,224) | <0.001 |
| Cumulative fentanyl equivalents (mg) | 53 (21–98) | 83 (39–196) | <0.001 |
| Cumulative ketamine dose (mg) | 701(100–1,341) | 2,481 (902–6,597) | 0.03 |
| Days of continuous paralytic infusion | 0 (0–1) | 1 (0–6) | <0.001 |
| Outcome | |||
| Days of mechanical ventilation | 16 (10–23) | 22 (15–35) | <0.001 |
| Days from intubation to neuroimaging | 16 (6–25) | 25 (16–35) | <0.001 |
| Ventilator free days (days 1–28) | 12 (5–18) | 6 (0–13) | <0.001 |
| Breathing without assistance by day 28 | 327 (88) | 270 (64) | <0.001 |
| Recovered consciousness | 276 (74) | 295 (70) | 0.20 |
| Death before recovery of consciousness | 79 (21) | 111 (26) | 0.09 |
| Change of code status to comfort care | 56 (15) | 42 (10) | 0.03 |
| Length of stay (days) | 28 (18–46) | 43 (26–66) | <0.001 |
| Discharge disposition | 0.03 | ||
| Home | 71 (19) | 69 (16) | |
| Inpatient rehabilitation | 63 (17) | 82 (19) | |
| Skilled nursing | 78 (21) | 55 (13) | |
| Hospice | 3 (1) | 2 (1) | |
| Death | 116 (31) | 149 (35) | |
| Other/not recorded | 42 (11) | 65 (15) | |
Data are displayed as N (column %) or median (interquartile range) unless otherwise indicated. The p values calculated using 2‐sided t test between means, Wilcoxon rank sum between medians, Fisher's exact or chi‐square between proportions where indicated.
SI conversions: for platelet counts multiply by 1 for 109/l, for serum creatinine multiply by 76.25 for mmol/l, for serum hemoglobin multiply by 10 for g/l, for serum bilirubin multiply by 17.104 μmol/l, for hepatic insufficiency defined as 5 times upper limit of aspartate aminotransferase (AST) oralanine aminotransferase (ALT), multiply each by 0.0167 for μkatl/l.
Median (IQR) reported for those that received ketamine as only 4% of the cohort received ketamine infusion.
ARDS = acute respiratory distress syndrome; BMI = body mass index; CRRT = continuous renal replacement therapy; dl = deciliter; ECMO extracorporeal membrane oxygenation; g = gram; GCS = Glasgow Coma Scale; MAP = mean arterial pressure; mg = milligram; mmHg = millimeters of mercury; PaCO2 = partial pressure of arterial carbon dioxide; PaO2 = partial pressure of arterial oxygen; P:F = ratio of partial pressure of arterial oxygen over fraction of inspired oxygen; PEEP = positive end‐expiratory pressure; RASS = Richmond Agitation Sedation Scale; SARS‐COV‐2 = severe acute respiratory syndrome coronavirus 2; SD = standard deviation; SpO2 = pulse oximetry measure of oxygen saturation; μl = microliter.
Demographic, Behavioral, Clinical Variables by Hypoxemia (PaO2 ≤70 mmHg)
| No hypoxemia (N = 63) | Hypoxemia (N = 732) |
| |
|---|---|---|---|
| Demographics | |||
| Age, mean (SD) | 64 (13) | 62 (14) | 0.26 |
| Male sex | 40 (61) | 500 (68) | 0.2 |
| Race/ethnicity | 0.64 | ||
| White | 14 (21) | 151 (21) | |
| Black or African American | 10 (15) | 82 (11) | |
| Black, Hispanic, or Latino | 2 (3) | 17 (2) | |
| Hispanic or Latino | 19 (29) | 218 (30) | |
| White, Hispanic, or Latino | 5 (8) | 59 (8) | |
| Asian | 10 (15) | 80 (11) | |
| Unknown or not described | 6 (9) | 125 (17) | |
| Obese (BMI ≥ 30, kg/m2) | 30 (46) | 359 (49) | 0.57 |
| Clinical characteristics at intubation | |||
| Lowest SpO2 | 85 (79–90) | 81 (71–87) | <0.001 |
| Lowest P:F ratio | <0.001 | ||
| Not ARDS (P:F >300) | 8 (12) | 25 (3) | |
| Mild ARDS (P:F 201–300) | 18 (27) | 67 (9) | |
| Moderate ARDS (P:F 101–200) | 30 (46) | 328 (45) | |
| Severe ARDS (P:F < 100) | 10 (15) | 306 (42) | |
| MAP <65 (mmHg) | 267 (405) | 315 (43) | 0.42 |
| Lowest platelet count (103/μl) | 200 (158–275) | 232 (169–307) | 0.03 |
| Maximum creatinine (mg/dl) | 2 (1–3) | 1 (1–2) | 0.06 |
| Behavioral assessment | |||
| Number of GCS assessments | 31 (14–60) | 86 (41–184) | <0.001 |
| Number of days with GCS motor <6 | 10 (5–15) | 17 (10–28) | <0.001 |
| Number of days with RASS score −4 or −5 | 8 (2–11) | 14 (9–21) | <0.001 |
| Clinical characteristics throughout hospital course | |||
| SARS‐COV‐2 positive | 59 (90) | 640 (87) | 0.64 |
| Number of PaO2 values | 26.5 (16–40) | 79 (47–123) | <0.001 |
| SpO2 < 84% | 26 (39) | 529 (72) | <0.001 |
| Lowest SpO2 | 84 (77–88) | 78 (62–84) | <0.001 |
| Maximum PaCO2 (mmHg) | 50 (46–62) | 70 (57–83) | <0.001 |
| Lowest P:F ratio | 3 (5) | 0 (0) | |
| Mild ARDS (P:F 201–300) | 13 (20) | 2 (0) | |
| Moderate ARDS (P:F 101–200) | 29 (44) | 184 (25) | |
| Severe ARDS (P:F < 100) | 21 (32) | 546 (75) | |
| Highest plateau pressure (mmHg) | 28 (24–33) | 32 (27–38) | <0.001 |
| Highest PEEP (mmHg) | 11 (8–16) | 14 (8–16) | 0.03 |
| MAP <65 (mmHg) | 63 (96) | 726 (99) | 0.01 |
| Hemoglobin <7 (g/dl) | 28 (42) | 433 (59) | 0.01 |
| Lowest platelet count (103/μl) | 232 (148–357) | 229 (152–362) | 0.9 |
| Maximum creatinine (mg/dl) | 2 (1–7) | 2 (1–5) | 0.81 |
| Total bilirubin ≥2 (mg/dl) | 7 (11) | 235 (32) | <0.001 |
| Hepatic insufficiency | 10 (16) | 269 (37) | 0.02 |
| CRRT | 22 (33) | 223 (31) | 0.63 |
| ECMO | 0 (0) | 23 (3) | 0.14 |
Sedation and Outcome Variables by Hypoxemia (PaO2 ≤ 70 mmHg)
| Sedation | |||
|---|---|---|---|
| Days of continuous sedative infusion | 6 (2–11) | 17 (11–26) | <0.001 |
| Cumulative midazolam equivalents (mg) | 525 (178–1,932) | 2,615 (1,381–5,659) | <0.001 |
| Cumulative fentanyl equivalents (mg) | 18 (2–46) | 69 (34–148) | <0.001 |
| Cumulative ketamine dose (mg) | 7,723 (100–19,824) | 6,040 (1,574–20,774) | 0.55 |
| Days of continuous paralytic infusion | 1 (0–2) | 3 (0–7) | <0.001 |
| Outcome | |||
| Days of mechanical ventilation | 10 (7–15) | 20 (13–29) | <0.001 |
| Days from intubation to neuroimaging | 3 (−5–10) | 21 (12–32) | <0.001 |
| Ventilator free days (days 1–28) | 18 (13–21) | 8 (0–15) | <0.001 |
| Breathing without assistance by day 28 | 58 (92) | 539 (74) | <0.01 |
| Recovered consciousness | 47 (71) | 539 (74) | 0.67 |
| Death before recovery of consciousness | 12 (18) | 178 (24) | 0.26 |
| Change of code status to comfort care | 9 (14) | 89 (12) | 0.73 |
| Length of stay (days) | 23 (14–37) | 37 (22–60) | <0.001 |
| Discharge disposition | 0.14 | ||
| Home | 13 (20) | 128 (18) | |
| Inpatient rehabilitation | 6 (9) | 139 (19) | |
| Skilled nursing | 14 (21) | 121 (17) | |
| Hospice | 0 (0) | 5 (0) | |
| Death | 28 (42) | 237 (32) | |
| Other/not recorded | 5 (8) | 102 (14) |
Data are displayed as N (column %) or median (interquartile range) unless otherwise indicated. The p values calculated using two‐sided t‐test between means, Wilcoxon rank sum between medians, Fisher's exact or Chi‐square between proportions where indicated.
SI conversions: for platelet counts multiply by 1 for 109/l, for serum creatinine multiply by 76.25 for mmol/l, for serum hemoglobin multiply by 10 for g/l, for serum bilirubin multiply by 17.104 μmol/l, for hepatic insufficiency defined as 5 times upper limit of aspartate aminotransferase (AST) or alanine aminotransferase (ALT), multiply each by 0.0167 for μkatl/l.
Median (interquartile range) reported for those that received ketamine as only 4% of the cohort received ketamine infusion.
ARDS = acute respiratory distress syndrome; BMI = body mass index; CRRT = continuous renal replacement therapy; dl = deciliter; ECMO = extracorporeal membrane oxygenation; g = gram; GCS = Glasgow Coma Scale; MAP = mean arterial pressure; mg = milligram; mmHg = millimeters of mercury; PaCO2 = partial pressure of arterial carbon dioxide; PaO2 = partial pressure of arterial oxygen; PEEP = positive end‐expiratory pressure; P:F = ratio of partial pressure of arterial oxygen over fraction of inspired oxygen; RASS = Richmond Agitation Sedation Scale; SARS‐COV‐2 = severe acute respiratory syndrome coronavirus 2; SD = standard deviation; SpO2 = pulse oximetry measure of oxygen saturation; μl = microliter.
FIGURE 2Kaplan–Meier cumulative incidence curves for recovery of command‐following in patients with and without hypoxemia, for initial surge (March–July 2020) and second surge (October 2020 to April 2021). Kaplan–Meier curves for recovery of command‐following in patients grouped by minimum PaO2 ≤55 mmHg versus >55 (A) initial surge, (C) second surge. Kaplan–Meier curves for patients grouped according to number of days of PaO2 ≤55 mmHg (B) initial surge, (D) second surge). CI = confidence interval; PaO2 = partial pressure of arterial oxygen.
FIGURE 3Pooled univariate and multivariable hazard ratios of primary hypoxemia exposure from Cox proportional hazard regressions clustered by site among initial surge. Each point estimate represents an independent regression model; 95% CIs are indicated with corresponding bars. Multivariable regressions included the exposure listed as well as covariates for demographics (age, sex, and race/ethnicity), level of sedation (cumulative analgesic and sedative dose, duration of continuous analgesic and sedative), and severity of illness (ARDS severity, neuromuscular blockade, CRRT). ARDS = acute respiratory distress syndrome; CI = confidence interval; CRRT = continuous renal replacement therapy.
FIGURE 4Kaplan–Meier cumulative incidence curves for recovery of command‐following by hypoxemia category (PaO2 ≤70 mmHg) and minimal PaO2 value for initial surge (March–July 2020) and second surge (October 2020 to April 2021). CI = confidence interval; PaO2 = partial pressure of arterial oxygen. Kaplan–Meier curves for recovery of command‐following in patients grouped by minimum PaO2 ≤ 70 mmHg versus >70 (A) initial surge, (D) second surge. Kaplan–Meier curves for patients grouped according to number of days of PaO2 ≤70 mmHg (B) initial surge, (E) second surge, and minimum PaO2 per patient (C) initial surge, (F) second surge. CI = confidence interval; PaO2 = partial pressure of arterial oxygen.
Patients with Head Imaging Among the Initial Surge (March–July 2020)
| Imaging available | Injury on imaging | Acuity of injury | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| No | Yes |
| None | Present |
|
|
|
|
| Total | |
| Total | 473 | 322 | 199 | 123 | 52 | 17 | 54 | 795 | |||
| PaO2 > 55 | 235 (63) | 138 (37) | 0.055 | 85 (62) | 53 (38) | 1.00 | 20 (38) | 5 (9) | 28 (53) | 0.18 | 373 |
| PaO2 ≤ 55 | 238 (56) | 184 (44) | 114 (62) | 70 (38) | 32 (46) | 12 (17) | 26 (37) | 422 | |||
| PaO2 > 70 | 47 (75) | 16 (25) |
| 11 (69) | 5 (31) | 0.61 | 2 (40) | 1 (20) | 2 (40) | 0.77 | 63 |
| PaO2 ≤ 70 | 426 (58) | 306 (42) | 188 (61) | 118 (39) | 50 (42) | 16 (14) | 52 (44) | 732 | |||
| PaO2 > 70 | 47 (75) | 16 (25) |
| 11 (69) | 5 (31) | 0.52 | 2 (40) | 1 (20) | 2 (20) | 0.32 | 63 |
| PaO2 55–70 | 188 (61) | 122 (39) | 74 (61) | 48 (39) | 18 (38) | 4 (8) | 26 (54) | 310 | |||
| PaO2 ≤ 55 | 238 (56) | 184 (44) | 114 (62) | 70 (38) | 32 (46) | 12 (17) | 26 (37) | 422 | |||
| Days PaO2 ≤ 55 | |||||||||||
| 0 | 235 (63) | 138 (37) | 0.13 | 85 (62) | 53 (38) | 0.85 | 20 (38) | 5 (9) | 28 (53) | 0.40 | 373 |
| 1 | 96 (59) | 68 (41) | 45 (66) | 23 (34) | 10 (43) | 5 (22) | 8 (35) | 164 | |||
| 2 | 142 (55) | 116 (45) | 69 (59) | 47 (41) | 22 (47) | 7 (15) | 18 (38) | 258 | |||
| Days PaO2 ≤ 70 | |||||||||||
| 0 | 47 (75) | 16 (25) |
| 11 (69) | 5 (31) | 0.11 | 2 (40) | 1 (20) | 2 (40) | 0.74 | 63 |
| 1 | 36 (69) | 16 (31) | 6 (38) | 10 (63) | 5 (50) | 0 (0) | 5 (50) | 52 | |||
| 2 | 390 (57) | 290 (43) | 182 (63) | 108 (37) | 45 (42) | 16 (15) | 47 (44) | 680 | |||
Head imaging includes both computed tomography (CT) and magnetic resonance imaging (MRI). Data displayed as N (%) unless otherwise indicated. The p values calculated using 2‐sided Fisher's exact test for proportions.
PaO2 = partial pressure of arterial oxygen.
Injury on head imaging defined as any brain abnormality identified except for isolated chronic microvascular changes or non‐specific findings (eg, artifact degradation).
FIGURE 5Kaplan–Meier cumulative incidence curves for recovery of command‐following in patients with head imaging and without evidence of structural injury. Kaplan–Meier curves for recovery of command following in patients grouped by (A) minimum PaO2 ≤55 mmHg versus >55, (B) minimum PaO2 ≤70 mmHg versus >70, (C) number of days of PaO2 ≤ 55 mmHg, (D) minimum PaO2 per patient. CI = confidence interval; PaO2 = partial pressure of arterial oxygen.