| Literature DB >> 34853380 |
Tøri Vigeland Lerum1,2, Niklas Nyboe Maltzahn3,4, Pål Aukrust5,6,7, Marius Trøseid5,6, Katerina Nezvalova Henriksen8,9, Trine Kåsine10, Anne-Ma Dyrhol-Riise5,11, Birgitte Stiksrud11, Mette Haugli12, Bjørn Blomberg13,14, Bård Reiakvam Kittang15, Asgeir Johannessen5,16, Raisa Hannula17, Saad Aballi18, Anders Benjamin Kildal19, Ragnhild Eiken20, Tuva Børresdatter Dahl10,7, Fridtjof Lund-Johansen21, Fredrik Müller5,22, Jezabel Rivero Rodriguez23, Carin Meltzer23, Gunnar Einvik5,24, Thor Ueland5,7, Inge Christoffer Olsen25, Andreas Barratt-Due10,26, Trond Mogens Aaløkken5,23, Ole Henning Skjønsberg27,5.
Abstract
The association between pulmonary sequelae and markers of disease severity, as well as pro-fibrotic mediators, were studied in 108 patients 3 months after hospital admission for COVID-19. The COPD assessment test (CAT-score), spirometry, diffusion capacity of the lungs (DLCO), and chest-CT were performed at 23 Norwegian hospitals included in the NOR-SOLIDARITY trial, an open-labelled, randomised clinical trial, investigating the efficacy of remdesivir and hydroxychloroquine (HCQ). Thirty-eight percent had a CAT-score ≥ 10. DLCO was below the lower limit of normal in 29.6%. Ground-glass opacities were present in 39.8% on chest-CT, parenchymal bands were found in 41.7%. At admission, low pO2/FiO2 ratio, ICU treatment, high viral load, and low antibody levels, were predictors of a poorer pulmonary outcome after 3 months. High levels of matrix metalloproteinase (MMP)-9 during hospitalisation and at 3 months were associated with persistent CT-findings. Except for a negative effect of remdesivir on CAT-score, we found no effect of remdesivir or HCQ on long-term pulmonary outcomes. Three months after hospital admission for COVID-19, a high prevalence of respiratory symptoms, reduced DLCO, and persistent CT-findings was observed. Low pO2/FiO2 ratio, ICU-admission, high viral load, low antibody levels, and high levels of MMP-9 were associated with a worse pulmonary outcome.Entities:
Mesh:
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Year: 2021 PMID: 34853380 PMCID: PMC8636497 DOI: 10.1038/s41598-021-02547-x
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Flow chart of the participant flow. *Other: Emigration, progression of cancer diseases, general health deterioration, prolonged corrected QT-time during treatment with HCQ; †Excluded from the full analysis set. HCQ hydroxychloroquine.
Characteristics of population at baseline.
| All participants | Remdesivir versus its control | HCQ versus its control | |||
|---|---|---|---|---|---|
| (N = 108) | Remdesivir + SoC (n = 16) | SoC (n = 27) | HCQ + SoC (n = 40) | SoC (n = 47) | |
| Age, years | 58.0 (50.0, 65.3) | 58.0 (52.3, 62.0) | 61.0 (47.5, 68.5) | 55.0 (50.8, 74.0) | 61.0 (47.5, 69.5) |
| Female, n (%) | 41 (38.0) | 6 (37.5) | 6 (22.2) | 17 (42.5) | 18 (38.3) |
| Body Mass Index (kg/m2) | 27.6 (25.3, 30.7) | 27.3 (22.9, 32.6) | 27.2 (25.3, 28.3) | 27.8 (26.7, 31.8) | 27.2 (25.0, 28.9) |
| Smoking history | |||||
| Current, n (%) | 2 (1.9) | 1 (6.2) | 0 (0) | 1 (2.5) | 0 (0) |
| Previous, n (%) | 40 (37.0) | 6 (37.5) | 12 (44.4) | 14 (35.0) | 18 (38.3) |
| Never, n (%) | 62 (57.4) | 7 (43.7) | 14 (51.8) | 25 (62.5) | 27 (57.4) |
| Chronic pulmonary disease, n (%) | 5 (4.6) | 2 (12.5) | 0 (0) | 2 (5.0) | 1 (2.1) |
| Hypertension, n (%) | 34 (31.5) | 5 (31.2) | 9 (33.3) | 11 (27.5) | 17 (36.2) |
| Diabetes mellitus, n (%) | 17 (15.7) | 4 (25.0) | 1 (3.7) | 6 (15.0) | 7 (14.9) |
| Obesity (BMI > 30 kg/m2), n (%) | 28 (25.9) | 6 (37.5) | 2 (7.4) | 14 (35.0) | 8 (17.0) |
| Duration of symptoms prior to baseline (days) | 8 (5.0, 10.0) | 8 (6.7, 9.5) | 8.0 (4.5, 9.0) | 8.0 (5.0, 10.0) | 8.0 (4.5, 9.5) |
| P/F-ratio at admission (kPa) | 42.4 (32.5, 49.6) | 42.8 (30.4, 52.2) | 45.2 (36.9, 50.8) | 45.2 (31.6, 48.1) | 43.2 (35.8, 51.9) |
| P/F-ratio < 40 kPa, n (%) | 40 (37.0) | 6 (37.5) | 10 (37.0) | 18 (45.0) | 14 (29.8) |
| Respiration rate per minute | 21 (18, 24) | 21 (17.5, 24.0) | 20 (18.5, 24.0) | 20.5 (16.0, 24.0) | 21 (18.5, 24.0) |
| Temperature (°C) | 37.3 (36.8, 38.0) | 37.1 (36.7, 37.6) | 37.3 (36.7, 37.8) | 37.5 (36.9, 38.2) | 37.2 (36.9, 37.9) |
| Admission to ward, n (%) | 100 (92.6) | 14 (87.5) | 27 (100.0) | 35 (87.5) | 46 (97.9) |
| Admission to ICU, n (%) | 8 (7.4) | 2 (12.5) | 0 (0) | 5 (12.5) | 1 (2.1) |
| Hemoglobin (g/dL) | 13.4 (12.2, 14.1) | 13.4 (12.2, 14.1) | 13.6 (12.5, 14.2) | 13.3 (12.2, 14.7) | 13.3 (12.4, 14.1) |
| White blood cell count (× 109 per L) | 6.1 (4.6, 8.9) | 5.5 (30, 6.6) | 6.2 (4.8, 8.4) | 6.7 (4.5, 9.4) | 6.1 (4.9, 8.3) |
| Lymphocytes (× 109 per L) | 1.1 (0.8, 1.4) | 1.0 (0.7, 1.53) | 1.0 (0.7, 1.9) | 1.0 (0.8, 1.3) | 1.1 (0.9, 1.4) |
| Platelet count (× 109 per L) | 205 (163, 292) | 194 (171, 294) | 216 (162, 272) | 198 (155, 292) | 206 (165, 273) |
| Creatinine (µmol/L) | 73.0 (57.0, 86.5) | 62.0 (53.0, 77.0) | 78.0 (59.0, 89.0) | 73.0 (58.0, 90.0) | 73.0 (56.5, 83.5) |
| Ferritin (µg/L) | 627 (322, 1190) | 637 (386, 1420) | 627 (320, 1060) | 710 (276, 1390) | 532 (322, 990) |
| Lactate dehydrogenase (U/L) | 275 (209, 357) | 280 (223, 321) | 214 (188, 357) | 276 (228, 367) | 255 (192, 353) |
| CRP (mg/L) | 70.0 (34.8, 124.0) | 79.5 (24.8, 141.0) | 84.0 (31.5, 126) | 71.5 (46.8, 122.0) | 66.0 (30.5, 119.0) |
| Viral load (log10 counts/1000 cells) | 1.73 (0.00, 0.48) | 1.85 (0.00, 4.51) | 1.36 (0.00, 4.83) | 1.88 (0.00, 4.27) | 1.53 (0.00, 4.83) |
| Seroconverted (RBD ≥ 5), n (%) | 42 (24.1) | 5 (31.2) | 11 (40.7) | 13 (32.5) | 20 (42.6) |
| RBD (AU/mL) | 5.87 (2.26, 35.1) | 2.65 (1.79, 7.33) | 5.87 (2.41, 37.2) | 3.07 (2.38, 28.6) | 6.31 (2.21, 37.3) |
Median values (25th–75th percentile) unless otherwise specified.
HCQ hydroxychloroquine, SoC standard of care, ICU intensive care unit, P/F ratio arterial oxygen pressure (pO2) divided by fraction of inspired oxygen (fiO2), CRP C-reactive protein, RBD receptor binding domain.
Presentation of lung function and CT findings 3 months after treatment for COVID-19.
| All patients | Remdesivir versus its control | HCQ versus its control | |||
|---|---|---|---|---|---|
| (n = 108) | Remdesivir + SoC (n = 16) | SoC (n = 27) | HCQ + SoC (n = 40) | SoC (n = 47) | |
| Score | 8.0 (3.8, 12.3) | 13.0 (8.5, 21.5) | 7.0 (2.5, 10.5) | 6.5 (2.25, 13.8) | 8.0 (4.25, 10.0) |
| Score ≥ 10, n (%) | 41 (41.3%) | 9 (56.2) | 7 (25.9) | 13 (32.5) | 11 (23.4) |
| FVC, L | 3.68 (2.89, 4.48) | 3.73 (3.07, 4.61) | 4.25 (3.29, 4.57) | 3.62 (2.84, 4.45) | 3.60 (2.85, 4.37) |
| FVC, % of predicted | 91.4 (81.3, 102.0) | 89.4 (77.2, 97.0) | 94.5 (83.9, 105.0) | 90.3 (80.9, 98.3) | 92.8 (83.0, 106.0) |
| FVC < LLN, n (%) | 13.0 (12.0) | 2 (12.5) | 3 (11.1) | 6 (15) | 5 (10.6) |
| FEV1, L | 2.92 (2.32, 3.51) | 2.97 (2.39, 3.51) | 3.10 (2.55, 3.57) | 2.87 (2.37, 3.53) | 2.84 (2.22, 3.45) |
| FEV1, % of predicted n (%) | 90.3 (81.5, 100.0) | 87.3 (79.9, 91.9) | 98.0 (83.8, 102.0) | 90.4 (82.0, 99.9) | 92.5 (82.1, 102.0) |
| FEV1 < LLN, n (%) | 15 (13.9) | 2 (12.5) | 3 (11.1) | 6 (15.0) | 6 (12.8) |
| FEV1/FVC, % | 79.0 (74.0, 82.0) | 79.0 (74.5, 81.0) | 78.0 (73.0, 81.0) | 80.0 (76.0, 82.8) | 78.0 (73.0, 83.0) |
| DLCO, mmol/kPa/min | 6.82 (5.51, 8.42) | 6.88 (5.45, 7.88) | 7.56 (5.86, 8.71) | 6.97 (5.82, 8.50) | 6.48 (5.42, 8.19) |
| DLCO, % of predicted | 84.7 (72.2, 94.1) | 77.6 (67.3, 86.9) | 83.4 (72.7, 95.9) | 88.4 (71.4, 95.1) | 85.1 (72.7, 93.1) |
| DLCO < LLN, n (%) | 32 (29.6) | 6 (37.5) | 7 (25.9) | 12 (30.0) | 14 (29.8) |
| KCO, mmol/kPa/min/L | 1.39 (1.23, 1.55) | 1.36 (1.15, 1.52) | 1.31 (1.15, 1.51) | 1.43 (1.30, 1.54) | 1.31 (1.10, 1.59) |
| KCO, % of predicted | 97.4 (84.1, 107.0) | 96.1 (78.1, 99.8) | 92.8 (83.2, 104.0) | 102.0 (92.0, 108.0) | 92.8 (79.4, 107.0) |
| KCO < LLN, n (%) | 14 (13.0) | 3 (18.8) | 4 (14.8) | 3 (7.5) | 8 (17.0) |
| Possible reversible changes | |||||
| GGO, any, n (%) | 43 (39.8) | 6 (37.5) | 13 (48.1) | 17 (42.5) | 17 (36.2) |
| GGO > 10%, n (%) | 19 (17.6) | 2 (12.5) | 4 (14.8) | 11 (27.5) | 6 (12.8) |
| Mosaic pattern, any | 26 (24.1) | 7 (25.9) | 1 (6.2) | 11 (27.6) | 12 (25.5) |
| Possible irreversible changes | |||||
| Parenchymal bands, any, n (%) | 45 (41.7) | 6 (37.5) | 14 (51.9) | 16 (40.0) | 20 (42.6) |
| Reticular pattern, any, n (%) | 10 (9.3) | 1 (6.2) | 0 (0) | 5 (12.5) | 4 (8.5) |
| Interlobular septal thickening, n (%) | 16 (14.8) | 2 (12.5) | 3 (11.1) | 9 (22.5) | 4 (8.5) |
| Consolidations, any, n (%) | 5 (4.6) | 2 (12.5) | 0 (0) | 2 (5.0) | 1 (2.1) |
| Bronchiectasis, any, n (%) | 5 (4.6) | 1 (6.2) | 0 (0) | 3 (7.5) | 1 (2.1) |
Median (25th–75th percentile) unless otherwise specified.
HCQ hydroxychloroquine, SoC standard of care, FVC forced vital capacity, LLN lower limit of normal, FEV forced expiratory volume in the 1st second, DL diffusion capacity of the lungs for carbon monoxide, KCO transfer coefficient of the lungs for carbon monoxide, CAT-score the COPD assessment test, GGO ground-glass opacities.
GGO ≥ 10% in ≥ one lung zone.
Effect of medication on patient reported outcomes, lung function and CT-findings 3 months after intervention.
| Remdesivir vs its SoC | Remdesivir + SoC (n = 16) | SoC (n = 27) | Coefficient estimate (95% confidence interval) |
|---|---|---|---|
| FEV1, (%) | 87.3 (79.9, 91.9) | 98.0 (83.8, 102.0) | 1.54 (− 0.02, 0.15) |
| DLCO, (%) | 77.6 (67.3, 86.9) | 83.4 (72.7, 95.9) | 1.44 (− 3.03, 17.80) |
| Reversible (%) | 3 (18.8) | 4 (14.8) | Chi squared 0.40. df = 2, p = 0.82 |
| Irreversible (%) | 14 (51.9) | 14 (51.9) | |
| CAT-score | 13.0 (4.0, 28.0) | 7.0 (0, 22.0) | − 3.36 (− 12.63, − 3.00)** |
Median values (25th, 75th percentile) unless otherwise specified. Comparison done by Welch t-test for continuous variables and Pearson’s Chi squared test for categorical variables.
Reversible CT findings defined as presence of any ground glass opacities and any mosaic pattern. Irreversible CT findings defined as presence of any parenchymal bands, consolidations, reticular pattern, interlobular septal thickening, or bronchiectasis.
SoC standard of care, FEV forced expiratory volume in 1 s, in percent of predicted, DL diffusion capacity of the lungs for carbon monoxide, in percent of predicted, CT computed tomography, CAT the COPD assessment test, HCQ hydroxychloroquine, df degrees of freedom.
**p < 0.01.
Figure 2The CAT-score results for the overall population 3 months following hospital admission for COVID-19. CAT-score is an eight-item questionnaire designed to assess and quantify the impact of COPD symptoms on health status. The items comprise symptoms of chough, phlegm, feeling of chest tightness, breathlessness, limitations in activities, confidence, sleep problems, and energy. Each item ranging from 0 = no symptoms, to 5 = high symptom burden. CAT-score COPD Assessment Test score, COPD chronic obstructive pulmonary disease.
Association of respiratory symptoms, DLCO, ground glass opacities, and irreversible CT-findings, with clinical and demographic characteristics during hospital admission.
| Respiratory symptoms (CAT-score ≥ 10)# | DLCO (% of predicted)# | GGO (> 10% in ≥ 1 lung zone)# | Irreversible CT findings (yes vs no)# | |
|---|---|---|---|---|
| Coefficient estimate (95% CI) | Coefficient estimate (95% CI) | Coefficient estimate (95% CI) | Coefficient estimate (95% CI) | |
| Female | − 0.30 (− 1.23, 0.59) | − 1.11 (− 8.05, 5.83) | − 1.56 (− 3.21, − 0.24)* | − 0.95 (− 1.90, − 0.04)* |
| Age | − 0.02 (− 0.06, 0.01) | − 0.40 (− 0.65, − 0.16)** | 0.07 (0.02, 0.13)** | 0.07 (0.03, 0.11)*** |
| History of smoking | 1.14 (0.26, 2.06)* | 3.99 (− 2.79, 10.77) | 0.15 (− 1.00, 1.27) | 0.23 (− 0.66, 1.12) |
| P/F ratio | < − 0.01 (− 0.03, 0.03) | 0.31 (0.05, 0.57)* | − 0.03 (− 0.08, 0.01) | − 0.01 (− 0.05, 0.02) |
| RR | 0.75 (− 0.18, 1.70) | 0.59 (− 6.57, 7.75) | 0.66 (− 0.51, 1.85) | − 0.24 (− 1.19, 0.69) |
| Mechanical ventilation | − 0.56 (− 2.20, 0.83) | − 10.21 (− 20.76, 0.34) | 0.66 (− 0.93, 2.14) | 0.49 (− 0.88, 2.01) |
| ICU admission | 1.50 (− 0.24, 3.58) | − 14.66 (− 27.65, − 1.68)* | 1.46 (− 0.20, 3.17) | 1.11 (− 0.55, 3.15) |
| CRP | < − 0.01 (− 0.01, < 0.01) | 0.01 (− 0.03, 0.06) | < 0.01 (< − 0.01, 0.01) | < − 0.01 (− 0.01, < 0.01) |
| D-dimer | 0.09 (− 0.14, 0.53) | 0.05 (− 1.57, 1.66) | 0.31 (− 0.01, 1.00) | 0.05 (− 0.16, 0.37) |
| LDH | < 0.01 (< − 0.01, < 0.01) | − 0.01 (− 0.04, 0.01) | < 0.01 (< − 0.01, 0.01) | < 0.01 (< − 0.01, 0.01) |
| Ferritin | < 0.01 (< − 0.01, < 0.01) | < − 0.01 (< − 0.01, < 0.01) | < − 0.01 (< − 0.01, < 0.01) | < 0.01 (< − 0.01, < 0.01) |
| Viral load | 0.19 (− 0.20, 0.59) | − 3.61 (− 6.15, − 1.08)** | − 0.40 (− 1.06, 0.15) | − 0.13 (− 0.54, 0.26) |
| SARS-CoV-2 antibodies (RBD ≥ 5) | − 0.03 (− 1.06, 1.00) | 13.54 (6.17, 20.90)*** | 0.32 (− 1.20, 1.88) | 0.10 (− 0.92, 1.10) |
Main effect linear logistic regression analyses, adjusted for treatment, sex, age, and history of smoking.
Biochemical markers are baseline values.
Irreversible CT findings defined as any finding of parenchymal bands, consolidations, reticular pattern, or interlobular septal thickening.
DL diffusion capacity of the lungs for carbon monoxide, CAT score the COPD Assessment Test score, RR respiratory rate, p/f ratio pO2/FiO2 ratio, ICU intensive care unit, CRP C-reactive protein, LDH lactate dehydrogenase, RBD receptor binding domain, GGO ground glass opacities, CT computed tomography.
*p < 0.05, **p < 0.01, ***p < 0.001.
#Dependent variable.
Figure 3Group comparison of pro-fibrotic markers between 24 healthy control subjects, and all participants’ maximum plasma levels during hospital stay and at the 3-months follow-up evaluation, performed with Mann–Whitney U test and Wilcoxon paired test. Controls, 24 healthy control subjects. Maximum, maximum plasma levels during the hospital stay. 3 months, plasma levels at the 3-month follow-up. MMP-9 matrix metalloproteinase 9, TIMP-2 tissue inhibitor of metalloproteinases 2, SP-D surfactant protein D, VEGF-A vascular endothelial growth factor. Median MMP-9 level healthy control subjects: 2.70 ng/mL, median maximum level MMP-9: 3.83 ng/mL, median MMP-9 level at 3 months: 2.93 ng/mL. Median TIMP-2 level healthy control subjects: 7.78 ng/mL, median maximum level TIMP-2: 7.85 ng/mL, median TIMP-2 level at 3 months: 8.76 ng/mL. Median SP-D level healthy control subjects: 20.9 ng/mL, median maximum level SP-D 16.4, median SP-D level at 3 months: 14.1 ng/mL. Median VEGF-A level healthy control subjects: 125 pg/mL, median maximum VEGF-A level: 277 pg/mL, median VEGF-A level at 3 months: 216 pg/mL. *p < 0.05, **p < 0.01, ***p < 0.001.
Association of pro-fibrotic markers during hospital admission and after 3 months, with CT findings 3 months after hospital admission for COVID-19.
| Max MMP-9 | MMP-9 3 months | Max SP-D | SP-D 3 months | Max VEGF-A | VEGF-A 3 months | |
|---|---|---|---|---|---|---|
| DLCO | 0.25 (− 0.85, 1.35) | 1.02 (0.71, 2.75) | − 0.02 (− 0.25, 0.21) | − 0.03 (0.30, 0.23) | < 0.01 (< − 0.01, < 0.01) | 0.02 (< − 0.01, 0.03) |
| GGO | 0.09 (− 0.04, 0.22) | 0.05 (− 0.15, 0.25) | 0.01 (− 0.02, 0.03) | 0.01 (− 0.02, 0.04) | < 0.01 (< − 0.01, < 0.01) | < 0.01 (< − 0.01, < 0.01) |
| GGO ≥ 10% | 0.16 (0.01, 0.33)* | − 0.03 (− 0.32, 0.21) | 0.01 (− 0.02, 0.04) | − 0.01 (− 0.05, 0.03) | < 0.01 (< − 0.01, < 0.01) | < − 0.01(< − 0.01, < 0.01) |
| Mosaic | 0.14 (< 0.01, 0.28) | 0.24 (0.03, 0.50)* | 0.02 (− 0.01, 0.05) | < 0.01 (− 0.03, 0.04) | < − 0.01 (< − 0.01, < 0.01) | < − 0.01(< − 0.01, < 0.01) |
| Parenchymal bands | 0.19 (0.05, 0.33)** | 0.258 (0.04, 0.51)* | 0.02 (< − 0.01, 0.05) | 0.03 (< − 0.01, 0.06) | < 0.01 (< − 0.01, < 0.01) | < − 0.01(< − 0.01, < 0.01) |
| Reticular pattern | 0.04 (− 0.19, 0.24) | − 0.06 (− 0.49, 0.25) | 0.01 (− 0.03, 0.06) | 0.04 (− 0.01, 0.08) | < − 0.01 (< − 0.01, < 0.01) | < − 0.01(− 0.01, < 0.01) |
| Interlobular septal thickening | 0.10 (− 0.07, 0.26) | − 0.36 (− 0.86, 0.01) | 0.02 (− 0.01, 0.06) | 0.01 (− 0.03, 0.05) | < 0.01 (< − 0.01, < 0.01) | < − 0.01(< − 0.01, < 0.01) |
| Consolidations | − 0.53 (− 1.62, 0.04) | − 0.01 (− 0.57, 0.35) | − 0.09 (− 0.29, 0.02) | − 0.02 (− 0.11, 0.05) | < − 0.01 (< − 0.01, < 0.01) | < 0.01(< − 0.01, < 0.01) |
| Bronchiectasis | 0.05 (− 0.29, 0.34) | 0.18 (− 0.253, 0.52) | − 0.03 (− 0.13, 0.04) | − 0.07 (− 0.24, 0.02) | < − 0.01 (< − 0.01, < 0.01) | < − 0.01(< − 0.01, < 0.01) |
GGO ≥ 10%, ground-glass-opacities in ≥ 10% of ≥ 1 lung zone. Mosaic, any mosaic pattern. Parenchymal bands, any parenchymal bands. Reticular pattern, any reticular pattern. Interlobular septal thickening, any interlobular thickening. Consolidations, any consolidations. Bronchiectasis, any bronchiectasis.
MMP9 matrix metalloproteinase 9, SP-D surfactant protein D, VEGF-A vascular endothelial growth factor A, GGO ground glass opacities, CT computed tomography, DL in percent of predicted, GGO any ground-glass opacities.
*p < 0.05, **p < 0.01.