Submitted:
23 July 2024
Posted:
24 July 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Post-COVID Syndrome
1.2. Mental Health Impairments in PASC
1.3. Research Objectives
2. Material and Methods
2.1. Participants and Data Collection
2.2. Measures/Variables
2.2.1. Sociodemographic and Health Related Data
2.2.2. PASC Symptoms
2.2.3. Mental Health Symptoms
Generalized Anxiety Disorder (GAD-7)
Patient Health Questionnaire (PHQ-9)
Patient Health Questionnaire (PHQ-15)
The Fatigue Severity Scale (FSS)
DePaul Post-Exertional-Malaise Screening
Psychotherapeutic Treatment
Cardiological Data
Other Data
2.3. Data Analysis
2.4. Missings
3. Results
3.1. Sociodemographic and Health Related Data
3.2. Post-COVID Related and Cardiac Variables
3.3. Mental Health
Severity of Symptoms and Development at Follow-Up

Frequency of Symptoms
3.4. Utilization of Psychotherapeutic Treatment
3.5. Mixed Model Analysis
4. Discussion
4.1. Sociodemographic and Health-Related Variables
4.2. Post-COVID Related Variables and Post-COVID Syndrome Score
4.3. Mental Health
4.3.1. Depression, Anxiety, Persisting Somatic Symptoms
4.3.2. Fatigue and Post-Exertional Malaise
4.3.3. Persistence of Symptoms
4.4. Risk and Protective Factors
4.4.1. Sociodemographic Data and Time
4.4.2. Psychotherapeutic Utilization before PASC
4.5. Strengths and Limitations
5. Conclusion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgements
Conflicts of Interest
References
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| Variables | Sample at baseline (n = 265) |
|---|---|
|
Gender, n (%) Women Men Missing |
187 (70.6) 75 (28.3) 3 (1.1) |
|
Age, years M (SD) Range |
45, 5 (12.1) 19 - 79 |
|
Marital status, n (%) Single without partnership Single with partnership Married In separation Widowed Divorced Missing |
46 (17.4) 43 (16.2) 157 (59.2) 2 (0.8) 2 (0.8) 12 (4.5) 3 (1.1) |
|
Children, n (%) Yes No Missing |
161 (60.8) 101 (38.1) 3 (1.1) |
|
Education level, n (%) Without certificate Lower secondary school certificate Secondary school certificate High school certificate Other Missing |
1 (0.4) 44 (16.6) 86 (32.5) 128 (48.3) 3 (1.2) 3 (1.1) |
|
Professional qualification, n (%) None Master school Apprenticeship certificate University degree Missing |
13 (4.9) 54 (20.4) 97 (36.6) 97 (36.6) 4 (1.5) |
|
Employment status, n (%) Full-time employed Part-time employed Unemployed Retired / pensioned Sick leave / incapacitated for work Other Missing |
88 (33.2) 74 (27.9) 14 (5.3) 18 (6.8) 40 (15.0) 27 (10.3) 4 (1.5) |
|
Smoking, n (%) Yes No Missing |
19 (7.2) 238 (89.8) 8 (3.0) |
|
BMI, kg/m2 M (SD) Range < 18,5 (n, %) 18,5 – 24,9 (n, %) ≥ 25 – 29,9 (n, %) > 30 – 39,9 (n, %) > 40 (n, %) Missing |
26.2 (5.4) 16.6 – 49.6 9 (3.4) 116 (43.8) 80 (30.2) 53 (20.0) 4 (1.5) 3 (1.1) |
|
Self-reported pre-existing disease, n (%) 1 Yes No Hormonal or metabolic Psychiatric diseases Nervous system Cardiovascular system Respiratory system Muskolosceletal and connective tissue Digestive system Dermatological Other |
112 (42.3) 153 (57.7) 37 (14) 25 (9.4) 7 (2.6) 18 (6.8) 28 (10.6) 24 (9.1) 20 (7.5) 16 (6.0) 32 (12.1) |
| Variables | Sample at follow-up (n = 265) |
|---|---|
|
Time since the SARS-CoV-22 infection and baseline, months M (SD) Range |
17.1 (8.7) 3-42 |
|
Time since the SARS-CoV-22 infection and follow-up, months M (SD) Range |
22.5 (8.2) 10-47 |
|
Time since baseline and follow-up, months M (SD) Range |
5.0 (2.4) 3-11 |
|
Course of the acute SARS-CoV-2 infection, n (%) Asymptomatic Symptomatic, therapy at home or outpatient Symptomatic, inpatient therapy without intensive care admission Symptomatic, inpatient therapy with intensive care admission |
14 (5.3) 224 (84.5) 21 (7.9) 6 (2.3) |
|
PCR, n (%) Carried out Not carried out |
236 (89.1) 29 (10.9) |
|
Vaccine, n (%) None 1x 2x 3x 4x 5x |
14 (5.3) 11 (4.2) 58 (21.9) 154 (58.1) 24 (9.1) 4 (1.5) |
|
Cardiac pathology, n (%) 1 Yes (Scores 1-3) No (Score 0) Missing Ejection fraction Pulmonic artery pressure elevation Left ventricle dilatation Pericardial effusion present Atrial fibrillation |
28 (10.6) 197 (74.3) 40 (15.1) 3 (1.1) 5 (1.9) 9 (3.4) 13 (4.9) 0 (0.0) |
| Variables | Sample at baseline (n = 265) 1 | Sample at follow-up (n = 265) |
|---|---|---|
| Post-COVID Symptom Score (PCS-S), cut-off >26.25 n (%) | 224 (84.5) | 214 (80.8) |
| Fatigue-Severity Scale (FSS), cut-off ≥4 n (%) | 237 (89.4) | 237 (89.4) |
| Patient Health Questionnaire 9 (PHQ-9), cut-off ≥10 n (%) | 181 (68.3) | 148 (55.8) |
| Generalized Anxiety Disorder 7 (GAD-7), cut-off ≥10 n (%) | 64 (24.2) | 50 (18.9) |
| Patient Health Questionnaire 15 (PHQ-15), cut-off >10 n (%) | 230 (86.8) | 192 (72.5) |
| Variable | ||||
|---|---|---|---|---|
| Outcome Measure (Coefficient, [95% Confidence Interval], p-value) | PHQ-91 | PHQ-152 | GAD-73 | FSS4 |
| Intercept | 7.830, [4.104; 11.556], <0.001* | 17.206, [12.929; 21.483], <0.001 | 4.748, [1.274; 8.222], 0.008 | 5.102, [4.12; 6.084], <0.001 |
| Sex (Male) | 0.120, [-1.20; 1.441], 0.858 | -1.321, [-2.847; 0.205], 0.091 | 0.318, [-0.911; 1.547], 0.612 | 0.001, [-0.346; 0.349], 0.995 |
| Age | 0.064, [0.011; 0.117], 0.018 | -0.003, [-0.063; 0.058], 0.927 | 0.027, [-0.022; 0.076], 0.284 | 0.009, [-0.005; 0.023], 0.216 |
| BMI ≥25 | 0.371, [-0.777; 1.519], 0.527 | -0.532, [-1.758; 0.694], 0.396 | 0.096, [-0.001; 1.184], 0.862 | -0.173, [-0.481; 0.134], 0.27 |
| Smoker | -0.889, [-2.567; 0.789], 0.3 | -1.425, [-3.2; 0.35], 0.116 | -0.767, [-2.316; 0.827], 0.346 | -0.093, [-0.543; 0.357], 0.685 |
| Pathologic echocardiography | -0.409, [-2.22;1.404], 0.659 | 0.219, [-1.88; 2.317], 0.839 | 0.545, [-1.14; 2.23], 0.527 | -0.274, [-0.751; 0.203], 0.261 |
| Working | -0.806, [-1.924; 0.312], 0.659 | -0.453, [-1.537; 0.631], 0.413 | -0.430, [-1.518; 0.658], 0.439 | -0.234, [-0.539; 0.071], 0.133 |
| Not working | -0.630, [-1.848; 0.588], 0.311 | 0.102, [-1.077; 1.281], 0.866 | -0.382, [-1.569; 0.804], 0.528 | -0.077, [-0.412; 0.258], 0.651 |
| Prior psychiatric illness without prior psychotherapy | -3.641, [-8.752; 1.471], 0.164 | -2.604, [-8.523; 3.314], 0.389 | -0.386, [-5.139; 4.366], 0.874 | 0.047, [-1.299; 1.393], 0.945 |
| Prior psychiatric illness with prior psychotherapy | 2.370, [0.186; 4.554], 0.035 | 3.566, [1.039; 6.039], 0.006 | 2.159, [0.128; 4.191], 0.038 | 0.424, [-0.151; 1], 0.15 |
| Partnership (Yes) | 0.710, [-0.513; 1.933], 0.256 | 0.995, [-0.301; 2.291], 0.133 | 0.284, [-0.877; 1.444], 0.632 | -0.155, [-0.483; 0.174], 0.357 |
| Time between the acute infection and T0 | 0.000, [-0.75; 0.076], 1 | 0.024, [-0.063; 0.112], 0.586 | -0.011, [-0.081; 0.06], 0.765 | 0.013, [-0.007; 0.033], 0.207 |
| Highschool certificate | -0.603, [-1.841; 0.635], 0.341 | -1.178, [-2.604; 0.249], 0.107 | -0.543, [-1.696; 0.609], 0.357 | 0.035, [-0.291; 0.36], 0.834 |
| Acute infection with inpatient treatment | 0.080, [-1.899; 2.059], 0.937 | 0.898, [-1.396; 3.192], 0.444 | 1.278, [-0.561; 3.118], 0.175 | -0.213, [-0.734; 0.308], 0.424 |
| Number of vaccinations | 0.364, [-0.287; 1.016], 0.275 | -0.287, [-1.042; 0.468], 0.457 | 0.165, [-0.441; 0.771], 0.595 | 0.141, [-0.031; 0.312], 0-109 |
| Time to T1 | -1.613, [-2.158; -1.069], <0.001 | -2.716, [-3.209; -2.223], <0.001 | -0.621, [-1.164; -0.078], 0.026 | -0.045, [-0.198; 0.108], 0.565 |
| Outcome Measure (Coefficient, 95% Confidence Interval, p-value) | PCS-S5 | PEM Frequency6 | PEM Severity7 | |
| Intercept | 34.203, [25.427; 42.978], <0.001 | 8.719, [4.25; 13.189], <0.001 | 9.262, [5.369; 13.154], <0.001 | |
| Sex (Male) | -2.762, [-5.883; 0.359], 0.084 | 0.408, [-1.187; 2.004], 0.616 | 0.227, [-1.163; 1.617], 0.749 | |
| Age | 0.095, [-0.03; 0.219], 0.138 | -0.004, [-0.068; 0.061], 0.91 | -0.013, [-0.069; 0.044], 0.661 | |
| BMI ≥25 | -0.915, [3.565; 1.734], 0.499 | -0.451, [-1.817; 0.916], 0.518 | 0.045, [-1.137; 1.228], 0.94 | |
| Smoker | -0.530, [-4.388; 3.328], 0.788 | -0.439, [-2.54; 1.662], 0.682 | -0.160, [-1.98; 1.659], 0.863 | |
| Pathologic echocardiography | -1.554, [-5.843; 2.734], 0.478 | -1.327, [-3.522; 0.867], 0.237 | -0.707, [-2.619; 1.206], 0.47 | |
| Working | -1.847, [-4.318; 0.623], 0.144 | -0.516, [-1.763; 0.731], 0.418 | -0.549, [-1.617; 0.518], 0.314 | |
| Not working | 1.103, [-1.612; 3.818], 0.427 | 0.235, [-1.141; 1.611], 0.738 | 0.462, [-0.717; 1.641], 0.443 | |
| Prior psychiatric illness without prior psychotherapy | -3.446, [-15.541; 8.648], 0.577 | 2.068, [-4.099; 8.236], 0.512 | 1.747, [-3.629; 7.123], 0.525 | |
| Prior psychiatric illness with prior psychotherapy | 5.509, [0.342; 10.676], 0.038 | 1.462, [-1.167; 4.092], 0.277 | 1.421, [-0.871; 3.713], 0.226 | |
| Partnership (Yes) | -0.227, [-3.046; 2.592], 0.875 | -0.066, [-1.497; 1.365], 0.928 | -0.240, [-1.477; 0.997], 0.704 | |
| Time between the acute infection and T0 | 0.131, [-0.047; 0.309], 0.151 | 0.112, [0.021; 0.203], 0.017 | 0.085, [0.005; 0.164], 0.038 | |
| Highschool certificate | -0.522, [-3.441; 2.397], 0.726 | -0.499, [-1.993; 0.995], 0.513 | -0.740, [-2.042; 0.561], 0.266 | |
| Acute infection with inpatient treatment | -2.500, [-7.184; 2.183], 0.297 | -1.559, [-3.943; 0.826], 0.202 | -1.267, [-3.345; 0.812], 0.234 | |
| Number of vaccinations | 0.014, [-1.527; 1.554], 0.986 | 0.378, [-0.407; 1.162], 0.347 | 0.298, [-0.386; 0.982], 0.394 | |
| Time to T1 | -2.233, [-3.413; -1.054], <0.001 | -0.422, [-1.017; 0.174], 0.167 | -0.425, [-0.959; 0.055], 0.082 |
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