Introduction
Methods
Patients and study design of COV-RECUP
Follow-up procedures
Statistical analysis
Results
Characteristics of the study population at ICU admission
Patients (n = 85) | |
---|---|
Age, years | 68.4 (60.1–72.9) |
Male | 67 (78.8%) |
Smoking status | |
Current smoker | 1 (1.2%) |
Former smoker | 49 (57.6%) |
Never smoker | 35 (41.2%) |
Comorbidities before SARS-CoV-2 infection | |
Obesity | 28 (32.9%) |
Class I (BMI 30–34.9) | 15 (53.6%) |
Class II (BMI 35–39.9) | 10 (35.7%) |
Class III (BMI ≥ 40) | 3 (10.7%) |
Cardiovascular | |
Ischemic heart disease | 9 (10.6%) |
Heart failure | 1 (1.2%) |
Atrial fibrillation | 7 (8.2%) |
Stroke | 2 (2.4%) |
Respiratory diseases | |
COPD | 7 (8.2%) |
Asthma | 6 (7.1%) |
Sleep apnea | 16 (18.8%) |
Other cardiovascular risk factors | |
Hypertension | 44 (51.8%) |
Diabetes | 21 (24.7%) |
Dyslipidemia | 27 (31.8%) |
Thromboembolic disease | |
Deep vein thrombosis | 4 (4.7%) |
Pulmonary embolism | 0 (0.0%) |
Intensive care unit | |
Length of stay (days) | 17 (11.0–26.5) |
Intubation | 73 (85.9%) |
Neuromuscular blocking agents (N = 72)a | 71 (98.6%) |
High flow oxygen therapyb | 35 (41.2%) |
Before intubation | 14 (16.5%) |
After intubation | 29 (41.4%) |
Non-invasive ventilationb | 12 (14.1%) |
Before intubation | 1 (1.2%) |
After intubation | 10 (14.1%) |
Prone position | 62 (73.8%) |
Pulmonary embolism | 20 (23.5%) |
Hospital stay | |
Length of hospitalization (days) | 45 (20–62) |
In-hospital COVID-directed treatments | |
Corticosteroids | 36 (42.4%) |
Remdisivir | 5 (5.9%) |
Lopinavir | 9 (10.6%) |
Ritonavir | 10 (11.8%) |
Hydroxychloroquine | 54 (63.5%) |
Azithromycin | 45 (52.9%) |
Others macrolides | 55 (64.7%) |
Rehabilitation post hospitalization | |
Admission in rehabilitation units | 57 (67.1%) |
Return home with rehabilitation | 11 (12.9%) |
Return home without rehabilitation | 17 (20.0%) |
Recovery profiles
3 months (N = 85) | 6 months (N = 80) | 12 months (N = 73) | p-value M3–M6 | p-value M6–M12 | p-value Mixed model | |
---|---|---|---|---|---|---|
Dyspnea (mMRC scale) | ||||||
Number evaluated | 83 (97.6%)a | 78 (97.5%)a | 73 (100%) | |||
0 | 30 (36.1%) | 34 (43.6%) | 35 (47.9%) | 0.3397 | 0.1951 | NA |
1 | 39 (47.0%) | 32 (41.0%) | 34 (46.6%) | |||
2 | 8 (9.6%) | 12 (15.4%) | 14 (5.5%) | |||
3–4 | 6 (7.2%) | 0 (0.0%) | 0 (0.0%) | |||
Oxygen therapy | ||||||
Ambulatory oxygen therapy | 5 (5.9%) | 4 (5.0%) | 4 (5.5%) | – | – | NA |
Long-term oxygen therapy | 3 (3.5%) | 1 (1.3%) | 1 (1.4%) | 0.3173 | 1 | NA |
Lung volumes, spirometry and diffusing capacity | ||||||
FVC (% of pred) | 92.0 (80.0–103.6) | 99.0 (86.6–112.1) | 105.0 (92.0–120.0) | < 0.0001 | < 0.0001 | < 0.0001 |
Altered FVC (Z score FVC < − 1.64) | 18 (21.2%) | 8 (10.0%) | 4 (5.5%) | 0.0067 | 0.1797 | NA |
FEV1 (% of pred) | 92.0 (81.0–103.2) | 99.7 (88.4–115.0) | 104.0 (92.0–118.0) | < 0.0001 | < 0.0001 | < 0.0001 |
FEV1/FVC (%) | 82.0 (74.0–86.0) | 81.5 (74.5–86.0) | 81.0 (73.0–85.0) | 0.0267 | 0.0033 | 0.0275 |
FEV1/FVC < 70% | 12 (14.1%) | 10 (12.5%) | 12 (16.4%) | 0.5637 | 0.3173 | NA |
DLCO (% of pred) | 80.0 (64.0–91.2) | 90.9 (79.9–103.8) | 98.3 (88.4–106.5) | < 0.0001 | < 0.0001 | < 0.0001 |
Altered DLCO (Z score DLCO < − 1.64) | 36 (42.4%) | 12 (15.4%) | 8 (11.0%) | < 0.0001 | 0.3173 | NA |
KCO (% of pred) | 88.8 (76.5–104.0) | 98.3 (86.0–109.5) | 102.5 (94.3–114.4) | < 0.0001 | < 0.0001 | < 0.0001 |
Respiratory muscle strength | ||||||
MIP (% of pred) | 74.5 (54–95) | 89 (70–105) | 99 (77–122) | < 0.0001 | 0.0002 | < 0.0001 |
MEP (% of pred) | 50 (40–59) | 54 (45–68) | 57 (48–69) | 0.0095 | 0.2343 | 0.0079 |
SNIP (% of pred) | 84 (68–99) | 87 (73–102) | 94 (82–120)b | 0.0376 | < 0.0001 | < 0.0001 |
FVC in supine position (% of pred) | 92 (76.5–104) | 98 (84–108) | 100 (86.5–112.5)§ | < 0.0001 | 0.0003 | < 0.0001 |
Change in FVC in supine position (%) | − 4 ((− 7)–(− 1.5)) | − 4 ((− 8)–(− 2)) | − 4 ((− 8)–(− 2))c | 0.4697 | 0.5732 | 0.4534 |
Blood gas | ||||||
PaO2 (kPa) | 11.1 (10.2–12.3) | – | 10.7 (10.1–11.6) | – | – | 0.0784 |
PaO2 < 9.3 kPa | 11 (12.9%) | – | 5 (6.8%) | – | – | NA |
PaCO2 (kPa) | 4.8 (4.5–5.1) | – | 4.9 (4.6–5.2) | – | – | 0.1140 |
6MWT | ||||||
Number evaluated | 79 (92.9%)d | 76 (95.0%)f | 66 (90.4%)ǁ | – | – | |
Walked distance (m) | 481 (400–564) | 549.5 (472.5–600.0) | 542 (495–600) | < 0.0001 | 0.6211 | < 0.0001 |
Walked distance < theoretical distance (%) | 50 (63.3%) | 26 (34.2%) | 18 (27.3%) | < 0.0001 | 0.3938 | NA |
Loss of 4% or more of SpO2 | 45 (57.0%) | 32 (42.1%) | 25 (37.9%) | 0.1172 | 0.2971 | NA |
SpO2 < 88% at the end of the test | 9 (11.4%) | 5 (6.6%) | 4 (6.1%) | 0.1797 | 1 | NA |
Dyspnea on Borg scale before exercise | 0 (0–2) | 0 (0–1) | 0.5 (0–2) | 0.0323 | 0.0025 | 0.4059 |
Dyspnea on Borg scale after exercise | 4 (2–6) | 4 (3–6) | 4 (3–6) | 0.2528 | 0.4482 | 0.2724 |
Fatigue on Borg scale before exercise | 0 (0–3) | 0 (0–1) | 0 (0–2) | 0.0010 | 0.3471 | 0.2414 |
Fatigue on Borg scale after exercise | 3 (1–5) | 3 (0–3.5) | 2 (0–4) | 0.0004 | 0.7865 | 0.0646 |
Respiratory polygraphy | ||||||
Number evaluated | 68 (80.0%)g | – | – | – | – | |
Sleep apnea syndrome (AHI ≥ 5) | 62 (91.2%) | |||||
Central events (%) | 5.2 (0.6–17.9) | – | – | – | – | |
Hospital Anxiety and Depression Scale | ||||||
Anxiety ≥ 11 | 7 (8.2%) | 7 (8.8%) | 7 (9.6%) | 0.7055 | 1 | NA |
Depression ≥ 11 | 3 (3.5%) | 4 (5.0%) | 3 (4.1%) | 0.6547 | 1 | NA |
CT scan | ||||||
Number evaluated | 80 (94.1%)h | – | 64 (90.1%)i | – | – | |
Abnormal scan | 77 (96.3%) | – | 60 (93.8%) | – | – | |
Reticulations | 69 (89.6%) | – | 51 (85.0%) | – | – | |
1–25% | 52 (75.4%) | – | 42 (82.4%) | – | – | |
26–50% | 14 (20.3%) | – | 9 (17.6%) | – | – | |
51–75% | 3 (4.3%) | – | 0 (0.0%) | – | – | |
Traction bronchiectases | 53 (68.8%) | – | 44 (73.3%) | – | – | |
1–25% | 43 (81.1%) | – | 42 (95.5%) | – | – | |
26–50% | 10 (18.9%) | – | 2 (4.5%) | – | – | |
Honeycombing | 6 (7.8%) | – | 3 (5.0%) | – | – | |
1–25% | 4 (66.7%) | – | 3 (100%) | – | – | |
26–50% | 2 (33.3%) | – | 0 (0.0%) | – | – | |
Ground-glass opacities | 56 (72.7%) | – | 32 (53.3%) | – | – | |
1–25% | 42 (75.0%) | – | 30 (93.8%) | – | – | |
26–50% | 10 (17.9%) | – | 1 (3.1%) | – | – | |
51–75% | 4 (7.1%) | – | 1 (3.1%) | – | – | |
Emphysema | 14 (18.2%) | – | 12 (20.0%) | – | – | |
1–25% | 6 (42.9%) | – | 5 (41.7%) | – | – | |
26–50% | 3 (21.4%) | – | 3 (25.0%) | – | – | |
51–75% | 1 (7.1%) | – | 2 (16.7%) | – | – | |
> 75% | 4 (28.6%) | – | 2 (16.7%) | – | – | |
Cardiorespiratory stress test | – | |||||
Number evaluated | – | – | 61 (83.6%)j | |||
Pmax (watts) | – | – | 123 (103–153) | – | – | |
VO2 peak (% of pred) | – | – | 99 (88–106) | – | – |
Quality of life assessment
Association with DLCO impairment
3 months | 12 months | |||||
---|---|---|---|---|---|---|
Normal DLCO N = 49 | Altered DLCO N = 36 | p-value | Normal DLCO N = 65 | Altered DLCO N = 8 | p-value | |
6MWT | ||||||
Number evaluated | 46 (93.9%) | 33 (91.7%) | 0.6948 | 59 (90.8%) | 7 (87.5%) | 0.5727 |
Walked distance (m) | 510 (450–570) | 443 (370–525) | 0.0199 | 540 (500–612) | 545 (420–590) | 0.4620 |
Walked distance < theoretical distance (%) | 23 (50.0%) | 27 (81.8%) | 0.0038 | 15 (25.4%) | 3 (42.9%) | 0.3800 |
Hospital Anxiety and Depression Scale | ||||||
Anxiety ≥ 11 | 6 (12.2%) | 1 (2.8%) | 0.2302 | 7 (10.8%) | 0 (0.0%) | 1 |
Depression ≥ 11 | 2 (4.1%) | 1 (2.8%) | 1 | 3 (4.6%) | 0 (0.0%) | 1 |
MOS-SF36 | ||||||
Physical functioning | 80 (60–90) | 65 (27.5–85) | 0.0651 | 75 (65–90) | 72.5 (60–82.5) | 0.4695 |
Role-physical | 50 (0–100) | 25 (0–87.5) | 0.3489 | 100 (25–100) | 75 (0–100) | 0.3428 |
Bodily pain | 62 (42–84) | 72 (50.5–84) | 0.6144 | 62 (41–84) | 63 (57–87) | 0.5058 |
Mental health | 80 (60–92) | 76 (64–90) | 0.6822 | 76 (60–88) | 86 (74–90) | 0.3928 |
Role-emotional | 66.7 (0–100) | 100 (0–100) | 0.3206 | 100 (33.3–100) | 83.3 (33.3–100) | 0.9074 |
Social functioning | 75 (50–100) | 68.8 (43.8–100) | 0.5403 | 75 (50–100) | 87.5 (81.3–100) | 0.2072 |
Vitality | 55 (45–70) | 55 (47.5–72) | 1 | 60 (45–75) | 57.5 (52.5–72.5) | 0.8253 |
General health | 67 (57.82) | 63.5 (54.5–72) | 0.3808 | 67 (52–82) | 58.5 (52–67) | 0.5428 |
CT scan | ||||||
Missing data | 5 | 0 | 9 | 0 | ||
Abnormal scan | 41 (93.2%) | 36 (100%) | 0.2481 | 56 (88.9%) | 8 (100%) | 1 |
Reticulations | 37 (90.2%) | 32 (88.9%) | 0.8458 | 52 (92.9%) | 6 (75.0%) | 0.5928 |
Traction bronchiectasis | 22 (53.7%) | 31 (86.1%) | 0.0029 | 38 (73.1%) | 6 (75.0%) | 1 |
Honeycombing | 2 (4.9%) | 4 (11.1%) | 0.4099 | 3 (5.8%) | 0 (0.0%) | 1 |
Ground-glass opacity | 29 (70.7%) | 27 (75.0%) | 0.6748 | 30 (57.7%) | 2 (25.0%) | 0.1300 |
Emphysema | 4 (9.8%) | 10 (27.8%) | 0.0408 | 6 (11.5%) | 6 (75.0%) | 0.0004 |
Risk factors associated with impaired DLCO
3 months | 6 months | 12 months | |||||||
---|---|---|---|---|---|---|---|---|---|
Normal DLCO N = 49 | Altered DLCO N = 36 | p-value | Normal DLCO N = 66 | Altered DLCO N = 12 | p-value | Normal DLCO N = 65 | Altered DLCO N = 8 | p-value | |
Age, years | 67.3 (59.7–73.3) | 68.8 (62.4–72.8) | 0.5440 | 68.6 (60.1–73.3) | 67.8 (63.3–71.2) | 0.6689 | 68.7 (60.1–72.9) | 66.2 (59.4–71.4) | 0.8534 |
Male | 35 (71.4%) | 32 (88.9%) | 0.0516 | 49 (74.2%) | 12 (100%) | 0.0589 | 50 (76.9%) | 7 (87.5%) | 0.6760 |
Length of hospitalization (days) | 39 (20–52) | 53 (24–80) | 0.0313 | 44 (20–61) | 58.5 (24–102) | 0.2227 | 45 (20–65) | 60 (54–102) | 0.1529 |
Intensive care unit | |||||||||
Obesity | |||||||||
Missing data | 2 | 0 | 2 | 0 | 2 | 0 | |||
BMI < 25 | 4 (8.5%) | 10 (27.8%) | 0.0104 | 11 (17.2%) | 3 (25.0%) | 0.6590 | 11 (17.5%) | 2 (25.0%) | 0.3387 |
BMI ≥ 25—< 30 | 21 (44.7%) | 19 (52.8%) | 28 (43.8%) | 6 (50.0%) | 28 (44.4%) | 5 (62.5%) | |||
BMI ≥ 30 | 22 (46.8%) | 7 (19.4%) | 25 (39.1%) | 3 (25.0%) | 24 (38.1%) | 1 (12.5%) | |||
Length of stay in ICU (days) | 16.5 (11–22) | 19.5 (11–37.5) | 0.1016 | 17 (11–23) | 32 (13.5–39) | 0.0274 | 17.5 (11–24) | 34 (12.5–39) | 0.8534 |
Creatinemia | 81.6 (68.7–98) | 113.3 (84.7–163.8) | 0.0005 | 84.8 (70.4–113) | 125.5 (93.6–163.8) | 0.0052 | 88 (71–116.4) | 110 (84.6–147.6) | 0.1400 |
CRP | 184.1 (128–259) | 193.5 (124.9–276) | 0.7329 | 185.6 (128–270.7) | 174.5 (108.5–244.1) | 0.4864 | 189 (121.2–270.7) | 143.4 (112.6–193.5) | 0.3391 |
Score SOFA | 3 (2–6) | 3 (2–6) | 0.8614 | 3 (2–5) | 3 (2–6) | 0.8464 | 3 (2–6) | 2.5 (2–5.5) | 0.6985 |
Neuromuscular blocking agents | 40 (83.3%) | 31 (86.1%) | 0.7276 | 57 (87.7%) | 10 (83.3%) | 0.6503 | 58 (90.6%) | 6 (75.0%) | 0.2150 |
Prone position | 35 (72.9%) | 27 (75.0%) | 0.8298 | 48 (73.8%) | 10 (83.3%) | 0.7192 | 51 (79.7%) | 6 (75.0%) | 0.6687 |
Corticosteroids | 17 (34.7%) | 19 (52.8%) | 0.0955 | 25 (37.9%) | 7 (58.3%) | 0.2145 | 28 (43.1%) | 6 (75%) | 0.1346 |
Non-invasive ventilation support | 3 (6.1%) | 9 (25.0%) | 0.0135 | 6 (9.1%) | 5 (41.7%) | 0.0104 | 7 (10.8%) | 3 (37.5%) | 0.0728 |
PaO2/FiO2 (at Day 0 of ICU) | 137.5 (108.8–197.7) | 157.5 (118.9–216.2) | 0.5292 | 140 (111.4–206.9) | 154.5 (85.5–225) | 0.9684 | 153 (111.4–208.4) | 166 (105.4–202.5) | 0.8570 |
Univariate analysis | Multivariate analysis | |||
---|---|---|---|---|
OR (95%CI) | p-value | OR (95%CI) | p-value | |
Intensive care unit | ||||
Length of stay in ICU(days) | 4.998 (1.694–14.747) | 0.0036 | 7.707 (2.163–27.645) | 0.0016 |
Obesity | 0.0153 | 0.0086 | ||
BMI < 25 | 1 | 1 | ||
BMI ≥ 25—< 30 | 0.362 (0.0097–1.348) | 0.188 (0.043–0.816) | ||
BMI ≥ 30 | 0.127 (0.0030–0.536) | 0.068 (0.012–0.377) | ||
Creatinemia > = 92.8 | 5.000 (1.973–12.669) | 0.0007 | 4.305 (1.461–12.683) | 0.0081 |