Submitted:
22 March 2023
Posted:
24 March 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. General study information

2.2. Questionnaire
2.2.1. Mental health part
2.2.1. Sleep part
2.3. CPET procedure & somatic measurements
2.4. Data analysis
3. Results
3.1. Cohort description
3.2. CPET performance
3.3. Sleep & mental health
4. Discussion
Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | Pre-COVID-19 | Post-COVID-19 | p-value |
| Weight (kg) | 76.6 (10.0) | 76.7 (10.9) | 0.951 |
| BMI (kg·m-2) | 24.0 (2.5) | 24.0 (2.7) | 0.931 |
| Lean mass (kg) | 63.4 (7.6) | 63.5 (8.0) | 0.774 |
| BF (%) | 17.1 (4.7) | 16.9 (5.1) | 0.604 |
| Fat mass (kg) | 13.3 (4.7) | 13.2 (5.2) | 0.848 |
| VO2AT (ml·kg·min-1) | 35.0 (6.5) | 32.4 (6.0) | <0.001 |
| VO2Ata (ml·min-1) | 2650.0 (470.9) | 2446.1 (400.3) | <0.001 |
| HRAT (beats·min-1) | 145.1 (10.9) | 141.1 (10.1) | 0.001 |
| VEAT (l·min-1) | 70.8 (18.7) | 68.1 (14.7) | 0.090 |
| SAT (km·h-1) | 11.4 (1.4) | 11.1 (1.3) | 0.044 |
| PAT (Watts) | 162.8 (25.9) | 154.8 (25.9) | 0.066 |
| fRAT (breaths·min-1) | 32.1 (9.0) | 32.1 (8.1) | 0.706 |
| LacAT (mmol·L-1) | 2.0 (0.9) | 2.1 (0.9) | 0.630 |
| VO2RCP (ml·kg·min-1) | 43.9 (7.4) | 40.5 (6.7) | <0.001 |
| VO2RCPa (ml·min-1) | 3324.3 (512.9) | 3063.7 (440.1) | <0.001 |
| HRRCP (beats·min-1) | 168.8 (9.2) | 165.1 (9.8) | <0.001 |
| VERCP (l·min-1) | 106.8 (21.7) | 98.9 (18.3) | <0.001 |
| SRCP (km·h-1) | 14.3 (1.9) | 13.8 (1.5) | <0.001 |
| PRCP (Watts) | 245.2 (42.0) | 232.2 (39.7) | 0.061 |
| fRRCP (breaths·min-1) | 41.3 (8.7) | 40.1 (8.9) | 0.876 |
| LacRCP (mmol·L-1) | 4.9 (1.4) | 4.3 (1.1) | 0.013 |
| VO2max (ml·kg·min-1) | 47.8 (8.0) | 45.0 (7.1) | <0.001 |
| VO2maxa (ml·min-1) | 3623.5 (552.1) | 3406.0 (474.5) | <0.001 |
| HRmax (beats·min-1) | 180.8 (10.1) | 179.8 (10.0) | 0.273 |
| VEmax (l·min-1) | 143.0 (26.9) | 138.50 (23.9) | 0.068 |
| Smax (km·h-1) | 16.6 (1.6) | 16.4 (1.7) | 0.264 |
| Pmax (Watts) | 310.0 (37.2) | 312.2 (49.1) | 0.811 |
| fRmax (breaths·min-1) | 58.9 (14.4) | 57.3 (11.0) | 0.959 |
| Lacmax (mmol·L-1) | 9.7 (2.3) | 9.6 (2.4) | 0.880 |
| VO2AT (ml·kg·min-1) | 35.0 (6.5) | 32.4 (6.0) | <0.001 |
| Question | Answer type | Lack of answer | |||
| n (%) | n (%) | n (%) | n (%) | n (%) | |
| >Sleep induction | No problem | Slightly delayed | Markedly delayed | Very delayed or did not sleep at all | 2 (4.1) |
| 22 (44,9) | 16 (32.7) | 7 (14.3) | 2 (4.1) | ||
| >Awakenings during the night | No problem | Minor problem | Considerable problem | Serious problem or did not sleep at all | 2 (4.1) |
| 8 (16.3) 71.4 for HRRCP |
27 (55.1) 55.1 for HRRCP |
12 (24.5) 99.9 for HRRCP |
0 (0.0) | ||
| >Final awakening | Not earlier | A little earlier | Markedly earlier | Much earlier or did not sleep at all | 3 (6.1) |
| 28 (57.1) | 15 (30.6) | 3 (6.1) | 0 (0.0) | ||
| >Total sleep duration | Sufficient | Slightly insufficient | Markedly insufficient | Very insufficient or did not sleep at all | 2 (4.1) |
| 19 (38.8) 30.4 for VERCP 29.2 for fRRCP 24.9 for LacRCP |
25 (51.0) 18.5 for VERCP 20.4 for fRRCP 13.9 for LacRCP |
3 (6.1) 29.7 for VERCP 21.3 for fRRCP 18.0 for LacRCP |
0 (0.0) | ||
| >Sleep quality | Satisfactory | Slightly unsatisfactory | Markedly unsatisfactory | Very unsatisfactory or did not sleep at all | 2 (4.1) |
| 22 (44.9) 27.2 for SRCP/PRCP 29.4 for VO2RCPa 29.2 for VO2RCP 29.1 for VERCP 27.6 for VO2max 27.5 for VO2maxa 27.3 for HRmax 25.9 for VEmax |
22 (44.9) 19.3 for SRCP/PRCP 17.6 for VO2RCPa 18.0 for VO2RCP 18.3 for VERCP 18.8 for VO2max 18.6 for VO2maxa 19.4 for HRmax 19.8 for VEmax |
3 (6.1) 35.3 for SRCP/PRCP 31.3 for VO2RCPa 28.7 for VO2RCP 28.7 for VERCP 35.3 for VO2maxa 38.0for VO2maxa 33.8 for HRmax 40.7 for VEmax |
0 (0.0) | ||
| >Well-being during the day | Normal | Slightly decreased | Markedly decreased | Very decreased | 2 (4.1) |
| 28 (57.1) 27.8 for SRCP/PRCP 28.3 for Smax/Pmax |
19 (38.8) 18.5 for SRCP/PRCP 17.6 for Smax/Pmax |
0 (0.0) | 0 (0.0) | ||
| >Functioning capacity during the day | Normal | Slightly decreased | Markedly decreased | Very decreased | 3 (6.1) |
| 26 (53.1) | 19 (38.8) | 1 (2.0) | 0 (0.0) | ||
| >Sleepiness during the day | None | Mild | Considerable | Intense | 2 (4.1) |
| 5 (10.2) | 28 (57.1) | 13 (26.5) | 1 (2.0) | ||
| What hour did you usually get out of bed in the morning | 7.1 (2.5) | 4 (8.2) | |||
| Hours of actual sleep per night | 6.8 (1.0) | ||||
| Hours spend in front of the screen of devices emitting blue light per day | 7.0 (2.9) | 3 (6.1) | |||
| Self-assessed impact of COVID-19 pandemic and imposed restrictions sleep (in -5/0/+5 scale) | 0.4 (1.3) | 2 (4.1) | |||
| Question | Answer type | Lack of answer | |||
| I did not try this method | I used it in my everyday life, but only to a small extent | I used this method often, or it was one of the basic methods to cope with COVID-19 induced stress | I used this method regularly | ||
| n (%) | n (%) | n (%) | n (%) | n (%) | |
| I wanted to return to work and duties as soon as possible to stop thinking about my illness | 24 (49.0) | 8 (16.3) | 4 (8.2) | 11 (22.4) | 2 (4.1) |
| I was concentrating very hard on the situation I found myself in | 27 (55.1) | 11 (22.4) | 0 (0.0) | 8 (16.3) | 3 (6.1) |
| I told myself „It can’t be true that I am infected with COVID-19” | 41 (83.7) | 4 (8.2) | 0 (0.0) | 1 (2.0) | 0 (0.0) |
| I used alcohol or other stimulants to improve my mood | 37 (75.5) | 7 (14.3) | 1 (2.0) | 1 (2.0) | 3 (6.1) |
| I gave up after trying to cope with the whole situation | 42 (85.7) | 1 (2.0) | 3 (6.1) | 0 (0.0) | 3 (6.1) |
| I was looking for support from family, friends and other people | 33 (67.3) | 8 (16.3) | 1 (2.0) | 4 (8.2) | 3 (6.1) |
| I undertook activities to improve my situation by expanding my knowledge about COVID-19 | 17 (34.7) 24.9 for lean mass |
13 (26.5) 15.4 for lean mass |
3 (6.1) 35.0 for lean mass |
13 (26.5) 27.2 for lean mass |
3 (6.1) |
| I was looking for positives in the situation I found myself in | 12 (24.5) | 7 (14.3) | 8 (16.3) | 19 (38.8) | 3 (6.1) |
| I criticized myself for not taking precautions enough, which resulted in COVID-19 infection | 40 (81.6) | 6 (12.2) | 0 (0.0) | 0 (0.0) | 3 (6.1) |
| I tried to joke about the COVID-19 infection | 18 (36.7) 27.7 for HRAT 25.6 for VO2RCP 27.3 for VERCP 24.9 for VO2max 26.3 for VO2maxa |
11 (22.4) 23.5 for HRAT 28.5 for VO2RCP 22.5for VERCP 28.6 for VO2max 28.0 for VO2maxa |
4 (8.2) 41.5 for HRAT 30.3 for VO2RCP 34.3 for VERCP 30.3 for VO2max 31.3 for VO2maxa |
13 (26.5) 15.2 for HRAT 14.3 for VO2RCP 15.8 for VERCP 15.1 for VO2max 13.5 for VO2maxa |
3 (6.1) |
| I quickly accepted the state I was in | 3 (6.1) | 7 (14.3) | 20 (40.8) | 16 (32.7) | 3 (6.1) |
| I expressed my negative emotions expressively by screaming loudly or arguing with others | 37 (75.5) 20.4 for VEAT |
7 (14.3) 34.4 for VEAT |
1 (2.0) 44.0 for VEAT |
1 (2.0) 42.0 for VEAT |
3 (6.1) |
| I tried to improve my mood through religious practices or meditation relaxation techniques | 35 (71.4) 22.3 for Smax/Pmax 23.0 for VO2max 13.7 for Lacmax |
6 (12.2) 35.8 for Smax/Pmax 34.2 for VO2max 21.7 for Lacmax |
0 (0.0) | 5 (10.2) 17.2 for Smax/Pmax 14.4 for VO2max 7.8 for Lacmax |
3 (6.1) |
| Self-assessed impact of COVID-19 pandemic and imposed restrictions mental health (in -5/0/+5 scale) | 0.6 (1.8) | 2 (4.1) | |||
| CPET variable | Survey question | p-value |
| Part A. Sleep | ||
| HRRCP | Awakenings during the night | 0.028 |
| VERCP | Total sleep duration | 0.013 |
| fRRCP | Total sleep duration | 0.010 |
| LacRCP | Total sleep duration | 0.013 |
| SRCP/PRCP | Sleep quality | 0.046 |
| VO2RCPa | Sleep quality | 0.011 |
| VO2RCP | Sleep quality | 0.018 |
| VERCP | Sleep quality | 0.027 |
| VO2max | Sleep quality | 0.034 |
| VO2maxa | Sleep quality | 0.019 |
| HRmax | Sleep quality | 0.070 |
| VEmax | Sleep quality | 0.032 |
| SRCP/PRCP | Well-being during the day | 0.023 |
| Smax/Pmax | Well-being during the day | 0.007 |
| Part B. Mental health | ||
| Lean mass | Undertaking activities to improve one’s situation | 0.042 |
| HRAT | Joking about the COVID-19 infection | 0.042 |
| VO2RCP | Joking about the COVID-19 infection | 0.029 |
| VERCP | Joking about the COVID-19 infection | 0.041 |
| VO2max | Joking about the COVID-19 infection | 0.047 |
| VO2maxa | Joking about the COVID-19 infection | 0.014 |
| VEAT | Expressing negative emotions expressively | 0.012 |
| Smax/Pmax | Improving mood through religious practices or meditation relaxation techniques | 0.033 |
| VO2max | Improving mood through religious practices or meditation relaxation techniques | 0.046 |
| Lacmax | Improving mood through religious practices or meditation relaxation techniques | 0.045 |
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