Study Design
Prospective observational cohort study. Ethically approved by the Ministry of Defence research ethic committee in July 2020 (1061/MODREC/20).
Patient and public involvement
Multiple focus groups were held at the Defence Medical Rehabilitation Centre (DMRC) Stanford Hall with potential participants during the study design phase. Iterative feedback was gained on the patient information leaflet, study concept and design, and study visit details.
Setting
Clinical assessments occurred over three days. Two days at DMRC for cardiopulmonary exercise testing (CPET), functional tests, cognitive assessment, spirometry, blood samples and patient reported outcome measures. The third day was at Oxford University Hospital (OUH) NHS Foundation Trust for cardiopulmonary imaging and additional pulmonary function testing (Figure 1)
Participants
113 participants were categorised into 1 of 4 groups; hospitalised (n=35); community-symptomatic (n=34); community-recovered (n=18), and; control (n=26). Exposed participants were recruited via the clinical pathway.(27) Severity categories were determined pragmatically, with all hospitalised participants requiring supplementary oxygen. Recovered and control participants were recruited from military units and key occupational groups. All controls were nucleocapsid antibody negative. Two senior consultants clinically adjudicated all volunteers who met the eligibility criteria (Online Resource 1) based on positive SARS-CoV-2 antigen testing, history, blood tests and imaging.
Determining Recovery status
Non-recovery was defined as the continued presence of one or more post-COVID-19 symptoms at recruitment (Table 1).
Table 1: Prevalence of symptoms across all groups
Symptom
|
H
|
CS
|
CR
|
CON
|
Any Shortness of Breath
|
63%
|
71%
|
0%
|
0%
|
Fatigue
|
54%
|
68%
|
0%
|
4%
|
Chest Pain
|
20%
|
35%
|
0%
|
0%
|
Exercise Intolerance
|
20%
|
35%
|
0%
|
0%
|
Joint Pain
|
26%
|
15%
|
0%
|
0%
|
Loss of Smell
|
9%
|
21%
|
0%
|
0%
|
Abbreviation: H, hospitalised illness; CS, community illness with on-going symptoms (community-symptomatic), CR, community illness now recovered (community-recovered; CON age, gender and job-role matched control population.
Baseline observations
Heart rate (HR), blood pressure (BP), temperature, and peripheral oxyhaemoglobin saturations (SpO2) were acquired by an IPM 8 Mindray Patient Monitor (Mindray UK Ltd, Huntingdon, UK).
Venous blood sampling
Samples were taken for full blood count, liver function, urea and electrolytes, C-reactive protein, creatinine kinase, thyroid function, ferritin and iron studies, vitamin D, and antibodies (spike and nucleocapsid).
Cardiopulmonary functional testing
Six-minute walk test (6MWT)
6MWTs were performed in a gymnasium using standardised guidelines (28), with pre-test body composition recorded (stature, body mass, hip and waist circumference). A pulse oximeter (Nonin Onyx Vantage 9590, Minnesota, USA) was used to measure HR and SpO2, with participant’s rate of perceived exertion (RPE, 6 to 20)(29) and SoB (0 to 10)(30)recorded, pre- and post-test.
Spirometry and pulmonary function test
Standing spirometry assessments (MicroMedical MicroLab 3500, CA, USA) were taken to measure forced vital capacity (FVC) and forced expiratory volume in the first second of expiration (FEV1).(31) The diffusing capacity of the lungs for carbon monoxide (DLCO) was measured over a 10-second breath hold, using methane as a tracer gas.
Cardiopulmonary Exercise Testing (CPET)
CPET was conducted in a temperature-controlled exercise laboratory on an electromagnetically braked cycle ergometer (Lode Carnival, Lobe BV, Groningen, Netherlands) using indirect calorimetry (Metalyzer 3B, Cortex Biophysik, Leipzig, Germany) with continuous 12-lead ECG monitoring (Custo Diagnostic software, Custo-Med, Ottoburn, Germany). A ramp protocol to volitional fatigue was employed. A maximal test was defined by a respiratory exchange ratio, RER, of >1.1 and a plateau in V̇O2 over 30-seconds despite increasing workload. The protocol started with a two-minute rest period, then two-minutes of unloaded pedalling, followed by progressive increase in workload based on a workload/min ramp to achieve 8 to 12 minutes of loaded exercise.
Ventilation (V̇E), oxygen consumption (V̇O2), expired carbon dioxide (V̇CO2), HR and SpO2 were monitored continuously, with BP, RPE and perceived SoB recorded every two minutes.
Cardiopulmonary imaging/pathology
Cardiothoracic imaging
High resolution computed tomography (HRCT) and dual-energy CT pulmonary angiography (DECTPA) were performed on a dual-source CT (Siemens SOMATOM Drive, Siemens Healthineers, Erlangen, Germany), using a HRCT protocol of inspiratory 1mm sections with 10mm gap, and expiratory 1mm sections with a 30mm gap. DECTPA perfusion map and reconstructed 1mm slice thickness were analysed on Siemens Syngo, CT CE Lung Analysis software. Control participants did not undergo CT imaging.
Cardiac magnetic resonance imaging (CMR)
CMRs were acquired on Siemens MR scanners at 3 Tesla (Siemen Medical Solutions, Erlangen, Germany), assessing myocardial mass, volumes and ejection fraction with precordial ECG gating, in held end-expiration. Mapping sequences (ShMOLLI, Siemens) and late gadolinium imaging were obtained with a bolus injection of 0.1mmol/kg of a gadolinium contrast agent. Images were analysed with CVI 42 analysis software (Circle Cardiovascular Imaging Inc, Calgary, AB, Canada).
Cognitive Assessment
Cognitive assessments were performed in a quiet environment using the National Institute of Health (NIH) Cognitive Toolbox cognition battery for age 12+ years on an iPad (Apple, California, USA)(32), with the fluid, crystallised and total composite scores analysed,
Patient reported outcome measures
Participants completed PROMs relating to depression (Patient Health Questionnaire-9, PHQ-9); (33) anxiety (General Anxiety Disorder scale-7 questions, GAD-7); (34) post-traumatic stress disorder (PTSD, National Centre for PTSD checklist, PCL-5);(35) quality of life (QoL, European QoL 5 domains,EQ5D),(36) and fatigue (Fatigue Assessment Scale, FAS).(37) Ongoing symptoms were measured using an evidence-based symptom checklist.(38, 39)
Data Management and Statistical Methods
Study data were collected and managed using REDCap.(40)
Statistical Analysis
Data are presented as mean ± standard deviation. The normality of all variables was assessed using a Shapiro-Wilk test and inspection of the frequency histogram distributions and Q-Q plots. Results showed approximate normal distribution across the majority of variables. Parametric tests were applied throughout.
To measure for differences in demographics, functional, neurocognitive and mental health status, and cardiopulmonary function/pathology between the four groups, a one-way analysis of variance (ANOVA) was performed on all continuous data and a chi-squared test on ordinal and categorical data.
An alpha threshold of 0.05 was taken to indicate significance. Post-hoc tests were carried out for any results where a significant between-group difference was identified following an ANOVA. Bonferroni corrections were applied to allow for multiple post-hoc comparisons.