| Literature DB >> 33490928 |
Betty Raman1,2, Mark Philip Cassar1, Elizabeth M Tunnicliffe1, Nicola Filippini3, Ludovica Griffanti3,4, Fidel Alfaro-Almagro4, Thomas Okell4, Fintan Sheerin5, Cheng Xie5,6, Masliza Mahmod1, Ferenc E Mózes7, Adam J Lewandowski1, Eric O Ohuma8, David Holdsworth9, Hanan Lamlum1, Myles J Woodman1, Catherine Krasopoulos1, Rebecca Mills1, Flora A Kennedy McConnell10, Chaoyue Wang4, Christoph Arthofer4, Frederik J Lange4, Jesper Andersson4, Mark Jenkinson4, Charalambos Antoniades1,2, Keith M Channon1,2, Mayooran Shanmuganathan1, Vanessa M Ferreira1, Stefan K Piechnik1, Paul Klenerman11, Christopher Brightling12, Nick P Talbot9, Nayia Petousi11, Najib M Rahman11, Ling-Pei Ho13, Kate Saunders14, John R Geddes14, Paul J Harrison14, Kyle Pattinson15, Matthew J Rowland15, Brian J Angus16, Fergus Gleeson17, Michael Pavlides1,18, Ivan Koychev15, Karla L Miller4, Clare Mackay3,15, Peter Jezzard4, Stephen M Smith4, Stefan Neubauer1,2.
Abstract
BACKGROUND: The medium-term effects of Coronavirus disease (COVID-19) on organ health, exercise capacity, cognition, quality of life and mental health are poorly understood.Entities:
Keywords: COVID-19; Coronavirus; Follow up; Magnetic Resonance Imaging; Medium term; Mental health; Multiorgan effects; Post-hospital discharge; SARS-CoV-2 infection; Survivors
Year: 2021 PMID: 33490928 PMCID: PMC7808914 DOI: 10.1016/j.eclinm.2020.100683
Source DB: PubMed Journal: EClinicalMedicine ISSN: 2589-5370
Demographics, baseline characteristics, vital signs at follow-up and admission details of patients and control participants.
| COVID-19 | CONTROL | ||
|---|---|---|---|
| Age, years | 55·4 (13·2) | 53·9 (12·3) | 0·62 |
| Sex | 1·00ᶞ | ||
| Female | 24/58 (41·4%) | 12/30 (40·0%) | |
| Male | 34/58 (58·6%) | 18/30 (60·0%) | |
| BMI, kg/m2 | 30·8 (26·2 - 36·4) | 27·3 (23·1 - 35·1) | 0·17⁺ |
| Black/Asian and minority ethnic groups | 13/58 (22·4%) | 1/30 (3·3 %) | 0·03 |
| Current/Ex-smoker | 20/58 (34·5%) | 7/30 (23·3%) | 0·34ᵋ |
| Type 1 Diabetes | 1/58 (1·7%) | 0/30 (0·0%) | 1·00ᵋ |
| Type 2 Diabetes | 8/58 (13·8%) | 3/30 (10·0%) | 0·74ᵋ |
| Hypertension | 22/58 (37·9%) | 9/30 (30·0%) | 0·49ᵋ |
| Coronary artery disease | 2/58 (3·4%) | 0/30 (0·0%) | 0·55ᵋ |
| Cerebrovascular Disease | 1/58 (1·7%) | 0/30 (0·0%) | 1·00ᵋ |
| Asthma | 20/58 (34·5%) | 6/30 (20·0%) | 0·22ᵋ |
| COPD | 3/58 (5·2%) | 0/30 (0·0%) | 0·55ᵋ |
| Previous cancer | 2/58 (3·4%) | 3/30 (10·0%) | 0·33ᵋ |
| Depression | 3/58 (5·2%) | 1/30 (3·3%) | 1·00 |
| Heart rate, bpm | 76·3 (14·1) | 70·2 (12·1) | 0·047 |
| Systolic pressure, mmHg | 139·7 (16·5) | 137·2 (17·0) | 0·51 |
| Diastolic pressure, mmHg | 79·5 (71·8 - 86·8) | 71·5 (63·0 - 87·8) | 0·12⁺ |
| Temperature, oC | 36·6 (36·5 - 36·7) | 36·5 (36.4 - 36·6) | 0·047⁺ |
| Oxygen saturation, % | 96·0 (95·0 - 97·0) | 97·0 (96·0 - 98·0) | 0·008⁺ |
| Respiratory rate, respirations/minute | 18·0 (17·8 - 20·0) | 16·0 (13·8 - 18·0) | <0·001⁺ |
| Median length of stay, days | 8·5 (5·0 - 17·0) | ||
| Readmitted | 10/58 (17·2%) | ||
| Required ITU admission | 21/58 (36·2%) | ||
| 0 | 17/58 (29·3%) | ||
| 1 | 38/58 (65·5%) | ||
| 2 | 3/58 (5·2%) | ||
| 3 | 0/58 (0·0%) | ||
| 1 | 0/58 (0·0%) | ||
| 2 | 4/58 (6·9%) | ||
| 3 | 22/58 (37·9%) | ||
| 4 | 5/58 (8·6%) | ||
| 5 | 15/58 (25·9%) | ||
| 6 | 7/58 (12·1%) | ||
| 7 | 5/58 (8·6%) | ||
| Fever | 51/58 (87·9%) | ||
| Malaise | 51/58 (87·9%) | ||
| Shortness of breath | 51/58 (87·9%) | ||
| Cough | 35/58 (60·3%) | ||
| Dysgeusia | 29/58 (50·0%) | ||
| Anosmia | 26/58 (44·8%) | ||
| Diarrhoea | 17/58 (29·3%) | ||
| Chest pain | 16/58 (27·6%) | ||
| Headache | 13/58 (22·4%) | ||
| Vomiting | 9/58 (15·5%) | ||
| <37·5ᵒC | 19/58 (32·8%) | ||
| 37·5°C - 38·0ᵒC | 12/58 (20·7%) | ||
| 38·1°C - 39ᵒC | 19/58 (32·8%) | ||
| >39°C | 8/58 (13·8%) | ||
| Oxygen replacement | 54/58 (93·1%) | ||
| Nasal cannula | 14/58 (24·1%) | ||
| Simple face mask | 7/58 (12·1%) | ||
| Venturi face mask | 6/58 (10·3%) | ||
| High flow oxygen delivery | 7/58 (12·1%) | ||
| CPAP | 8/58 (13·8%) | ||
| Intubation | 12/58 (20·7%) | ||
| ECMO | 0/58 (0%) | ||
| Inotropic support | 4/58 (6·9%) | ||
| Renal replacement therapy | 2/58 (3·4%) | ||
| Antibiotics | 57/58 (98·3%) | ||
| Antivirals | 4/58 (6·9%) | ||
| Steroids | 16/58 (27·6%) | ||
| Acute liver injury* | 18/58 (31·0%) | ||
| Acute kidney injuryΘ | 6/58 (10·3%) | ||
| Acute cardiac injuryж | 3/38 (7·8%) | ||
| Pulmonary embolism | 7/58 (12·1%) | ||
| Central | 1/58 (1·7%) | ||
| Peripheral | 6/58 (10·3%) | ||
Data are mean (SD), median (IQR) and n/N (%), where N is the total number of participants with available data. p-values from independent Student's t-test, Mann-Whitney U test (⁺), Chi square (ᶞ) or Fisher's exact test (ᵋ). COPD = chronic obstructive pulmonary disease. ITU = intensive treatment unit. qSOFA = quick sequential organ failure assessment52. CPAP = Continuous positive airway pressure. ECMO = extracorporeal membrane oxygenation. WHO = world health organisation. * defined as blood levels of alanine aminotransferase (ALT) or aspartate aminotransferase (AST) above 3x the upper reference limit (>135 IU/L or >126 IU/L, respectively), alkaline phosphatase or gamma-glutamyltransferase above 2x the upper reference limit (>260 IU/L or >80 IU/L, respectively). Θ defined as an increase in serum creatinine of at least 26 umol/L within 48 hours, or 1·5 to 2-fold increase from baseline.
ж defined as an acute rise in hypersensitive troponin I above the 99th percentile upper reference limit (>34 ng/L). Control subjects were matched for co-morbidities as closely as possible.
Relevant MRI parameters in patients and controls.
| COVID-19 | CONTROL | ||
|---|---|---|---|
| Lung parenchymal abnormalities, % | 32/53 (60·4%) | 3 (10·7%) | <0·0001ᵋ |
| 0 | 21/53 (39·6%) | 25/28 (89·3%) | 0·0003ᵋ |
| 1-25% | 3/53 (5·7%) | 0/28 (0·0%) | |
| 26 - 50% | 8/53 (15·1%) | 2/28(7·1%) | |
| 51 - 75% | 9/53 (17·0%) | 0/28 (0·0%) | |
| > 75% | 12/53 (22·6%) | 1/28 (3·6%) | |
| Native T1 (basal myocardium), ms | 1179·7 (34·4) | 1149·3 (24·0) | 0·0001 |
| > 1197 ms (>2SD from control mean) | 13/50 (26·0%) | 1/28 (3·7%) | 0·015ᵋ |
| Native T1 (mid myocardium), ms | 1173·1 (33·6) | 1150·2 (32·4) | 0·004 |
| > 1215 ms (>2SD from control mean) | 4/51 (7·8%) | 0/28 (0·0%) | 0·29ᵋ |
| Native T1 (apical myocardium), ms | 1177·4 (44·7) | 1168·3 (53·2) | 0·42 |
| > 1275 ms (>2SD from control mean) | 1/50 (2·0%) | 1/28 (3·6%) | 1·00ᵋ |
| Extracellular volume (basal myocardium), % | 30·4 (28·3 - 31·3) | 28·3 (26·8 - 31·5) | 0·12 |
| Extracellular volume (mid myocardium), % | 30·1 (27·2 - 31·4) | 29·4 (27·1 - 30·7) | 0·41⁺ |
| Extracellular volume (apical myocardium), % | 28·7 (27·0 - 31·6) | 29·7 (27·2 - 31·5) | 0·51⁺ |
| T2 (basal myocardium), ms | 41·7 (2·2) | 41·6 (2·2) | 0·80 |
| T2 (mid myocardium), ms | 41·8 (2·2) | 41·1 (2·3) | 0·21 |
| T2 (apical myocardium), ms | 43·5 (3·0) | 43·7 (3·5) | 0·81⁺ |
| % LGE enhancement, % of left ventricular mass | 0·8 (0·5 - 1·9) | 0·6 (0·3 - 1·0) | 0·023+ |
| Myocarditis pattern | 6/52 (11·5%) | 2/28 (7·4%) | 0·47ᵋ |
| Myocardial infarction | 1/52 (1·9%) | 0 (0·0%) | |
| LV/RV insertion point | 7/52 (13·5%) | 1/28 (3·7%) | |
| Mixed | 0 (0%) | 0 (0%) | |
| Other | 0 (0%) | 0 (0%) | |
| T1, ms | 832·4 (127·4) | 778·1 (98·2) | 0·059 |
| T2*, ms | 17·7 (4·4) | 17·2 (3·49) | 0·60 |
| Iron-corrected liver T1, ms¶ | 861·0 (99·2) | 803·9 (106·6) | 0·019 |
| > 1016ms (>2SD from control mean) | 5/52 (9·6%) | 1/28 (3·6%) | 0·66ᵋ |
| Average proton density fat fraction, % | 4·9 (3·1 - 9·5) | 3·7 (2·1 - 6·5) | 0·18⁺ |
| Extracellular volume, % | 27·3 (23·0 - 31·2) | 27·3 (17·6 - 33·6) | 0·60+ |
| Average cortex, ms | 1597·5 (91·2) | 1523·1 (65·5) | 0·0003 |
| > 1652 ms (>2SD from control mean)) | 15/51 (29·4%) | 0/28 (0·0%) | 0·001ᵋ |
| Average corticomedullary differentiation, ms | 385·4 (335·8 - 456·4) | 470·8 (431·5 - 496·3) | 0·0002⁺ |
| White matter hyperintensities, mm³ | 2305·0 (1402·0 - 4021·0) | 1457·0 (654·2 - 2700·5) | 0·085& |
| Periventricular white matter hyperintensities, mm³ | 1884·0 (1172·0-3303·0) | 1305·0 (525·0 - 2284·8) | 0·066& |
| Deep white matter hyperintensities, mm³ | 330·5 (141·0 - 863·0) | 213·0 (83·5 - 416·8) | 0·20& |
| Left thalamus, ms | 44·2 (42·0 - 46·1) | 42·8 (39·9 - 45·3) | 0·047& |
| Right thalamus, ms | 43·9 (41·7 - 45·8) | 42·4 (40·2 - 45·0) | 0·034& |
| Left and right thalamus, ms | 43.9 (42.0 - 45.8) | 42.6 (40.3 - 45.2) | 0·022& |
| Right posterior thalamic radiation, x10⁻⁶ mm²/s | 842·0 (804·5 - 871·2) | 813·0 (787·0 - 832·8) | 0·20& |
| Left posterior thalamic radiation, x10⁻⁶ mm²/s | 831·0 (814·5 - 851·5) | 811·0 (792·2 - 828·8) | 0·042& |
| Right sagittal stratum, x10⁻⁶ mm²/s | 840·0 (799·5 - 863·5) | 813·0 (789·2 - 828·5) | 0·022& |
| Left sagittal stratum, x10⁻⁶ mm²/s | 789·0 (776·5 - 814·0) | 787·0 (767·2 - 791·5) | 0·078& |
| Left and right (averaged) sagittal stratum, x10⁻⁶ mm²/s | 810·0 (791·0 - 834·0) | 791·5 (779·5 - 808·8) | 0·020& |
Data are median (IQR) for non-parametric data and mean (SD) for parametric data, and n/N (%), where N is the total number of participants with available data. p-values from independent Student's t-test, Mann-Whitney U test (⁺), or Fisher's exact test (ᵋ). Brain image derived phenotypes (IDPs) were Gaussianised and deconfounded for typical brain confounders. p-values for brain measurements were derived from a Gaussianised deconfounded model (&) and relate to independent Student's t-test comparison of this data. Raw data are presented in the table for ease of interpretation. All other parameters are listed in the appendix Table 2. An in-house algorithm was used to calculate iron-corrected T1, so these values cannot be compared to the LiverMultiScan cT1. FLAIR = Fluid attenuated inversion recovery. LV = left ventricle. LGE = Late gadolinium enhancement. RV = right ventricle. Control subjects were matched for co-morbidities as closely as possible.
Spirometry and cardiopulmonary exercise test results from patients and controls.
| Spirometry | COVID-19 | CONTROL | p-value |
|---|---|---|---|
| FVC, % predicted | 108·3 (22·8) | 131·4 (21·8) | <0·0001 |
| < 80% | 7/56 (12·5%) | 0/28 | 0·090ᵋ |
| FEV1, % predicted | 101·4 (19·7) | 118·7 (22·1) | 0·0004 |
| < 80% | 6/56 (10·7%) | 1/28 (3·6%) | 0·42ᵋ |
| FEV1/FVC | 0·77 (0·73 - 0·80) | 0·75 (0·70 - 0·78) | 0·027⁺ |
| FEF25, % predicted | 97·0 (27·6) | 110·1 (30·4) | 0·020 |
| FEF50, % predicted | 81·0 (23·2) | 86·9 (24·5) | 0·13 |
| FEF75, % predicted | 54·5 (42·8 - 70·0) | 54·0 (48·5 - 69·5) | 0·60⁺ |
| Peak expiratory flow, % predicted | 105·7 (27·7) | 114·5 (24·7) | 0·16 |
| VO2 peak, % of predicted VO2 max | 80·5 (23·1) | 112·7 (27·0) | <0·0001 |
| < 80% | 28/51 (54·9%) | 2/27(7·4%) | <0·0001ᵋ |
| Anaerobic threshold (% of predicted VO2 max) | 40·7 (36·2 - 47·5) | 46·8 (43·3 - 51·3) | 0·0005⁺ |
| VE/VCO2 Slope | 33·4 (29·2 - 40·3) | 28·2 (26·7 - 30·0) | <0·0001⁺ |
| Oxygen Uptake Efficiency Slope | 1·9 (1·6 - 2·4) | 2·7 (2·0 - 3·2) | 0·001⁺ |
Data are median (IQR) for non-parametric data and mean (SD) for parametric data, and n/N (%), where N is the total number of participants with available data. p-values from independent Student's t-test, Mann-Whitney U test (⁺), or Fisher's exact test (ᵋ). FVC = Forced vital capacity. FEV1 = Forced expiratory volume in 1 second. FEF25, FEF50, FEF75 = Forced expiratory flow at 25%, 50% and 75% of forced expiration, respectively.VO2 = oxygen consumption. VE/VCO2 = ventilatory equivalent for carbon dioxide. Control subjects were matched for co-morbidities as closely as possible.
Fig. 1Systemic effects of COVID-19 and relationship with inflammatory response. A, B: Comparison of cardiopulmonary exercise test (CPET) parameters (VO2 max and VE/VCO2) between comorbidity-matched control and COVID-19 survivors. C: Relationship between VE/VCO2 and white cell count in COVID-19. D, E: Comparison of susceptibility weighted T2* signal (left and right thalamus) and MoCA scores between control and COVID-19 survivors. F: Relationship between periventricular white matter hyperintensity volume (pWMH) volume and white cell count in COVID-19. G, H: Comparison of myocardial native T1 (base and mid ventricle) between control and COVID-19 survivors. I: Relationship between basal native T1 and C-reactive protein (CRP). J, K: Comparison of liver T1 and iron-corrected liver T1 between control and COVID-19 survivors (these values cannot be compared to the LiverMultiScan cT1). L: Relationship between iron-corrected liver T1 and CRP in COVID-19. M, N: Comparison of average cortical kidney T1 and corticomedullary differentiation in control and COVID-19 survivors. O: Relationship between average cortical kidney T1 and CRP in COVID-19 (p-values for comparisons are from Student's t-tests for all variables; Spearman's correlation coefficient and p-values are reported for correlations, # signifies p-values were derived from comparison of variables that were Gaussianised and deconfounded).
Anxiety (GAD-7), depression (PHQ-9), quality of life (SF-36) and symptom (dyspnoea, fatigue) burden in patients and controls.
| COVID-19 | CONTROL | p-value | |
|---|---|---|---|
| Score | 2·0 (0·0 - 7·5) | 0·5 (0·0 - 4·3) | 0·066+ |
| 0 – 4 (Minimal) | 35/57 (61·4%) | 23/30 (76·7%) | |
| 5 – 9 (Mild) | 14/57 (24·6%) | 6/30 (20·0%) | |
| 10 – 14 (Moderate) | 3/57 (5·3%) | 1/30 (3·3%) | |
| ≥15 (Severe) | 5/57 (8·8%) | 0/30 (0·0%) | |
| Moderate or worse anxiety | |||
| ≥10 (Moderate or more) | 8/57 (14%) | 1/30 (3.3%) | 0.16ᵋ |
| Score | 3·0 (1·0 - 7·5) | 1·5 (0·0 - 5·0) | 0·009+ |
| 0 - 4 (Minimal) | 33/57 (57·9%) | 21/30 (70·0%) | |
| 5 - 9 (Mild)– | 13/57 (22·8%) | 8/30 (26·7%) | |
| 10 - 14 (Moderate)– | 7/57 (12·3%) | 1/30 (3·3%) | |
| ≥15 (Moderately severe or severe) | 4/57 (7·0%) | 0/30 (0·0%) | |
| Moderate or worse mood symptoms | |||
| ≥10 (Moderate or more) | 11/57 (19·3%) | 1/30 (3·3%) | 0.051ᵋ |
| Physical Functioning | 65·0 (45·0 - 90·0) | 92·5 (83·8 - 100·0) | <0·0001⁺ |
| Role Limitations Due to Physical Health | 25·0 (0·0 - 75·0) | 100·0 (100·0 - 100·0) | <0·0001⁺ |
| Role Limitations Due to Emotional Health | 33·3 (0·0 - 100·0) | 100·0 (100·0 - 100·0) | <0·0001⁺ |
| Energy | 45·0 (25·0 - 70·0) | 65·0 (55·0 - 80·0) | <0·0001⁺ |
| Emotional Well-Being | 76·0 (62·0 - 88·0) | 84·0 (72·0 - 92·0) | 0·044⁺ |
| Social Functioning | 50·0 (37·5 - 87·5) | 100·0 (62·5 - 100·0) | 0·0002⁺ |
| Pain | 67·5 (35·0 - 90·0) | 85·0 (67·5 - 100·0) | 0·003⁺ |
| General Health | 68·8 (43·8 - 81·3) | 75·0 (60·9 - 87·5) | 0·022⁺ |
| Median (IQR) | 4·0 (1·0 - 11·0) | 0·0 (0 -1·5) | <0·0001+ |
| Median (IQR) | 34 (18 - 49) | 17 (11 - 24) | 0·001+ |
| /≥4 | 30/55 (54·5%) | 5/29 (17·2%) | 0·010ᵋ |
| MRC grade 2 - 5 | 36/56 (64·3%) | 3/29 (10·3%) | <0·0001ᵋ |
Data are median (IQR) and n/N (%), where N is the total number of participants with available data. p-values from Mann-Whitney U test (+) or Fisher's exact test (ᵋ). GAD-7 = Generalised anxiety disorder-7 assessment. PHQ-9 = Patient health questionnaire-9 assessment. SF-36 = Short form 36. MRC = Medical Research Council Scale. Control subjects were matched for co-morbidities as closely as possible.
Fig. 2A: Quality of life (Short Form-36) radar plot for patients and controls. B,C: Burden of depression and anxiety among patients. A: The radar plot demonstrates that patients with COVID-19 (blue line) were more likely to experience impairment in energy, general health, physical health, social and emotional well-being and increased pain when compared to controls (orange line). Both physical and emotional factors caused significant role limitations among patients. B, C: 19% of hospitalised COVID-19 patients had moderate to severe self-reported symptoms of depression and 14% of hospitalised COVID-19 patients had moderate to severe self-reported symptoms of anxiety.