Multidimensional 3-Month Follow-Up of Severe COVID-19: Airways beyond the Parenchyma in Symptomatic Patients
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. CT Acquisitions and Image Analysis
2.3. Statistical Analysis
3. Results
3.1. Clinical-Radiological Characteristics at Hospital Admission and Hospitalization
3.2. Clinical-Functional-Radiological Characteristics at Follow-Up
3.3. Longitudinal Functional-Radiological Evolution from Hospitalization to Follow-Up
3.3.1. Evolution of Acute CT Abnormalities
3.3.2. Development of Chronic CT Abnormalities
3.3.3. Development of Functional Impairment
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
ABG | Arterial blood gas analysis |
ARDS | Acute respiratory distress syndrome |
CON | Consolidation |
CP | Crazy paving |
CRP | C-reactive protein |
DLCO | Diffusion of carbon monoxide |
FIB | Fibrotic-like alterations |
GG | Ground glass |
HFNC | Heated humidified high-flow oxygen therapy |
CT | Chest computed tomography |
ICU | Intensive care unit |
IQR | Interquartile range |
IV | Invasive ventilation |
FEV1 | Forced expired volume in the first second of expiration |
FiO2 | Fraction of inspired oxygen |
FVC | Forced vital capacity |
K–W | Kruskal–Wallis test |
LDH | Lactate dehydrogenase |
mMRC | Modified medical research council |
PaO2 | Arterial partial pressure of oxygen |
P/F | PaO2/FiO2 ratio |
NIV | Non-invasive ventilation |
NV | Normal values |
O2T | Oxygen therapy |
RV | Residual volume |
SD | Standard deviation |
ALA | Acute lung alterations |
SARS-CoV-2 | Severe acute respiratory syndrome coronavirus 2 |
TLC | Total lung capacity |
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Subjects, n | 62 |
Gender (male/female), n (%) | 45 (72.5)/17 (27.5) |
Age | 68.5 ± 9.5 |
Smoke habit, current/former/never, n (%) | 2 (3.2)/24 (38.7)/36 (58.1) |
Comorbidities, n (%) | |
Hypertension | 36 (58) |
Dyslipidemia | 19 (30.6) |
Diabetes | 17 (27.4) |
Obesity | 11 (17.7) |
Cardiopathy | 12 (19.3) |
Active malignancy | 2 (3.2) |
Chronic kidney disease | 2 (3.2) |
P/F, ratio | 213 (143–285) |
CRP, mg/L | 9.3 (4.3–14.3) (nv < 1) |
Lactate, mmol/L | 1.3 (0.9–1.9) (nv < 2.3) |
LDH, U/L | 369 (312–451) (nv < 280) |
D-dimer, ng/mL | 813 (476–1288) (nv < 300) |
Blood lymphocytes, cell/mcl | 830 (646–1080) (nv 1000–4800) |
Blood neutrophyls, cell/mcl | 6540 (4310–8852) (nv 1500–8000) |
Respiratory support, n (%) | |
| 11 (17.7) |
| 9 (14.5) |
| 25 (40.3) |
| 17 (27.5) |
Complications during hospitaization, n (%) | |
| 5 (8.0) |
| 2 (3.2) |
| 6 (9.6) |
| 3 (4.8) |
| 2 (3.2) |
| 5 (8.0) |
| 1 (1.6) |
| 4 (6.4) |
| 12 (19.3) |
| 4 (6.4) |
| 2 (3.2) |
| 0 (0%) |
| 5 (8.0) |
| 2 (3.2) |
| 30 (48.3) |
Steroid treatment, n (%) | 51 (83.6) |
| 39 (76.4) |
| 12 (23.6) |
Tocilizumab treatment, n (%) | 6 (9.6) |
Antiviral treatment, n (%) | 24 (38.7) |
| 18 (75) |
| 6 (25) |
Length of hospitalization, days | 15 (11–23) |
Length of invasive ventilation, days | 8 (4.7–10) |
CTH | CTFU | ΔFU-H | p-Value | |
---|---|---|---|---|
Total acute lung alterations (ALA) | 13.6 ± 5.5 | 7.1 ± 5.7 | −6.4 ± 6.3 | <0.0001 |
Ground glass (GG) | 10.4 ± 4.6 | 6.9 ± 5.4 | −3.5 ± 5.9 | 0.0002 |
Crazy paving (CP) | 3.7 ± 3.6 | 0.9 ± 2.2 | −2.2 ± 3.5 | <0.0001 |
Consolidation (CON) | 5.9 ± 3.9 | 0.3 ± 1.1 | −5.6 ± 3.9 | <0.0001 |
Fibrotic-like alterations (FIB) | 2.7 ± 2.4 | 4.2 ± 3.6 | +1.6 ± 3.3 | 0.0003 |
Bronchiectasis (BRN) | 1.2 ± 2.1 | 1.4 ± 2.0 | +0.2 ± 1.8 | n.s. |
No Symptoms, n (%) | 35 (56.4) |
| 17 (27.4) |
| 8 (12.9) |
| 6 (9.6) |
| 2 (3.2) |
| 0 |
mMRC | 0 (0−1) |
Respiratory failure, n (%) | 0 (0) |
Pulmonary function test performed, n (%) | 50 (78.1) |
Obstructive disease, n (%) | 4 (8) |
Restrictive disease, n (%) | 7 (14) |
Mixed disease, n (%) | 0 (0) |
FEV1/FVC, %pred. | 79 ± 6.9 (nv > 70) |
FEV1 %pred. | 109 ± 15.6 (nv > 80) |
FVC %pred. | 109 ± 16.6 (nv > 80) |
FEF 25–75%pred. | 94 ± 28.7 (nv > 80) |
TLC %pred. | 94 ± 16.3 (nv 80–120) |
RV %pred. | 75 ± 30.8 (nv > 80) |
DLCO %pred. | 70 ± 14.3 (nv > 80) |
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Bonato, M.; Peditto, P.; Landini, N.; Fraccaro, A.; Catino, C.; Cuzzola, M.; Malacchini, N.; Savoia, F.; Roma, N.; Salasnich, M.; et al. Multidimensional 3-Month Follow-Up of Severe COVID-19: Airways beyond the Parenchyma in Symptomatic Patients. J. Clin. Med. 2022, 11, 4046. https://doi.org/10.3390/jcm11144046
Bonato M, Peditto P, Landini N, Fraccaro A, Catino C, Cuzzola M, Malacchini N, Savoia F, Roma N, Salasnich M, et al. Multidimensional 3-Month Follow-Up of Severe COVID-19: Airways beyond the Parenchyma in Symptomatic Patients. Journal of Clinical Medicine. 2022; 11(14):4046. https://doi.org/10.3390/jcm11144046
Chicago/Turabian StyleBonato, Matteo, Piera Peditto, Nicholas Landini, Alessia Fraccaro, Cosimo Catino, Maria Cuzzola, Nicola Malacchini, Francesca Savoia, Nicola Roma, Mauro Salasnich, and et al. 2022. "Multidimensional 3-Month Follow-Up of Severe COVID-19: Airways beyond the Parenchyma in Symptomatic Patients" Journal of Clinical Medicine 11, no. 14: 4046. https://doi.org/10.3390/jcm11144046
APA StyleBonato, M., Peditto, P., Landini, N., Fraccaro, A., Catino, C., Cuzzola, M., Malacchini, N., Savoia, F., Roma, N., Salasnich, M., Turrin, M., Zampieri, F., Zanardi, G., Zeraj, F., Rattazzi, M., Peta, M., Baraldo, S., Saetta, M., Fusaro, M., ... Romagnoli, M. (2022). Multidimensional 3-Month Follow-Up of Severe COVID-19: Airways beyond the Parenchyma in Symptomatic Patients. Journal of Clinical Medicine, 11(14), 4046. https://doi.org/10.3390/jcm11144046