Long-Term Consequences of Asymptomatic SARS-CoV-2 Infection: A Systematic Review and Meta-Analysis
Abstract
:1. Introduction
2. Methods
2.1. Search Strategy and Selection Criteria
2.2. Data Extraction
2.3. Quality Assessment and Risk of Bias
2.4. Data Synthesis and Statistical Analysis
3. Results
3.1. Basic Characteristics
3.2. Pooled Prevalence (PP) of Long-Term Consequences of Asymptomatic SARS-CoV-2 Infection
3.3. Subgroup Analysis of Pooled Prevalence (PP) of at Least One Symptom among Asymptomatic SARS-CoV-2 Infections by Sample Size, Country, Follow-Up Time, and Epidemic Period
3.4. Comparison of Long-Term Consequences of Asymptomatic and Symptomatic SARS-CoV-2 Infection
3.5. Quality Evaluation and Publication Bias
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviation
COVID-19 | coronavirus disease 2019 |
SARS-CoV-2 | severe acute respiratory syndrome coronavirus 2 |
WHO | World Health Organization |
ICU | intensive care unit |
CT | computed tomography |
RP | recovered patient |
PCS | Post COVID-19 Syndrome |
LPS | lipopolysaccharide |
PRISMA | Preferred Reporting Items for Systematic Reviews and Meta-Analyses |
rt-PCR | reverse-transcription polymerase chain reaction |
BMI | body mass index |
VOC | dominant variant of concern |
GISAID | Global Initiative on Sharing All Influenza Data |
PP | pooled prevalence |
CI | confidence interval |
OR | odd ratio |
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Consequences | Data Source | Patients n/N | PP(%) | 95%CI(%) | p-Value | I2(%) | p-Heterogeneity |
---|---|---|---|---|---|---|---|
At least one symptom | 1, 2, 4, 5 | 76/543 | 17.13 | 7.55–26.71 | <0.05 | 85.40 | <0.05 |
Loss of taste | 3, 4 | 8/97 | 15.09 | 5.46–24.73 | <0.05 | - | - |
Loss of smell | 3, 4 | 15/97 | 14.14 | −1.32–29.61 | >0.05 | 81.00 | <0.05 |
Fatigue | 1, 2, 3, 4, 5 | 35/596 | 9.33 | 3.07–15.60 | <0.05 | 87.00 | <0.05 |
Cough | 2, 4, 5 | 3/144 | 6.82 | −0.63–14.27 | >0.05 | - | - |
Dyspnoea | 4, 5 | 5/144 | 5.38 | 0.70–10.07 | <0.05 | 0.00 | >0.05 |
Ocular symptoms | 4, 5 | 2/99 | 4.55 | −1.61–10.70 | >0.05 | - | - |
Headache | 2, 4, 5 | 4/144 | 4.49 | 0.19–8.80 | <0.05 | 0.00 | >0.05 |
Muscle or joint pains | 1, 4 | 12/443 | 3.11 | −0.32–6.35 | >0.05 | 28.00 | >0.05 |
Psychiatric disorders | 1, 5 | 11/454 | 2.76 | 1.15–4.36 | <0.05 | - | - |
Neurological symptoms | 4, 5 | 10/454 | 2.51 | 0.97–4.04 | <0.05 | - | - |
Loss of taste/smell | 1, 2, 5 | 4/499 | 2.39 | −3.54–8.31 | >0.05 | 66.30 | >0.05 |
Hair loss | 4, 5 | 1/99 | 1.82 | −1.71–5.35 | >0.05 | - | - |
Gastrointestinal symptoms | 1, 5 | 7/454 | 1.75 | 0.47–3.04 | <0.05 | - | - |
Cutaneous lesions | 4, 5 | 4/498 | 0.81 | −0.01–1.63 | >0.05 | 0.00 | >0.05 |
Palpitations and cardiac disorders | 1, 4 | 2/443 | 0.28 | −0.21–0.76 | >0.05 | 0.00 | >0.05 |
Chest pain | 4, 5 | 0/99 | - | - | - | - | - |
Subgroups | Data Source | Patients n/N | PP(%) | 95%CI(%) | p-Value | I2(%) | p-Heterogeneity | |
---|---|---|---|---|---|---|---|---|
Age group | Adults | 1, 2, 4, 5 | 20/99 | 21.38 | −11.12–53.87 | >0.05 | 94.30 | <0.05 |
Children | 56/444 | 15.20 | 5.25–25.15 | <0.05 | 64.20 | >0.05 | ||
Sample size | <100 | 1, 2, 4, 5 | 30/144 | 21.27 | 1.71–40.83 | <0.05 | 90.20 | <0.05 |
≥100 | 46/399 | 11.53 | 8.40–14.66 | <0.05 | - | - | ||
Country | Italy | 1, 2, 4, 5 | 49/454 | 9.05 | 3.20–14.90 | <0.05 | 67.70 | >0.05 |
Germany | 10/45 | 22.22 | 10.08–34.37 | <0.05 | - | - | ||
Luxembourg | 17/44 | 38.64 | 24.25–53.02 | <0.05 | - | - | ||
Follow-up time | <12 months | 1, 2, 4, 5 | 59/499 | 11.35 | 4.76–17.95 | <0.05 | 69.90 | <0.05 |
≥12 months | 17/44 | 38.64 | 24.25–53.02 | <0.05 | - | - | ||
Epidemic period | non-VOCs period | 1, 2, 4, 5 | 56/444 | 15.20 | 5.25–25.15 | <0.05 | 64.20 | >0.05 |
VOCs period | 20/99 | 21.38 | −11.12–53.87 | >0.05 | 94.30 | <0.05 | ||
Overall | 1, 2, 4, 5 | 76/543 | 17.13 | 7.55–26.71 | <0.05 | 85.40 | <0.05 |
Consequences | Severity of COVID-19 Disease | |||
---|---|---|---|---|
Asymptomatic Infection | Symptomatic Infection | |||
Total | Mild Cases | Moderate/Severe Cases | ||
At least one symptom | 17.13 (7.55–26.71) * | 53.02 (44.54–61.49) * | 48.19 (32.78–63.60) * | 66.54 (34.86–98.23) * |
Fatigue | 9.33 (3.07–15.60) * | 22.07 (11.18–32.95) * | 20.48 (1.42–39.54) * | 40.05 (4.39–75.71) * |
Headache | 4.49 (0.19–8.80) * | 8.06 (−1.78–17.90) | 8.65 (−5.44–22.73) | 12.20 (−6.36–30.76) |
Loss of smell | 14.14 (−1.32–29.61) | - | - | - |
Cough | 6.82 (−0.63–14.27) | 4.02 (0.88–7.15) * | 2.15 (0.67–3.62) * | 7.75 (−2.28–17.78) |
Hair loss | 1.82 (−1.71–5.35) | 6.38 (1.01–11.76) * | 6.49 (0.79–12.19) * | 4.13 (1.19–7.06) * |
Loss of taste | 15.09 (5.46–24.73) * | - | - | - |
Chest pain | - | 3.73 (−2.15 -9.61) | 2.36 (−1.38–6.10) | 7.85 (−5.60–21.30) |
Cutaneous lesions | 0.81 (−0.01–1.63) | 3.53 (2.40–4.67) * | 3.60 (2.09–5.11) * | 2.80 (0.36–5.25) * |
Neurological symptoms | 2.51 (0.97–4.04) * | 11.97 (8.35–15.59) * | - | - |
Dyspnoea | 5.38 (0.70–10.07) * | 13.78 (2.97–24.60) * | 9.84 (0.49–19.20) * | 23.97 (−5.66–53.59) |
Muscle or joint pains | 3.11 (−0.32–6.35) | 21.00 (−1.63–43.62) | - | - |
Loss of taste/smell | 2.39 (−3.54–8.31) | 10.61 (8.47–12.75) * | - | - |
Gastrointestinal symptoms | 1.75 (0.47–3.04) * | 3.18 (−0.27–6.63) | - | - |
Ocular symptoms | 4.51 (−1.61–10.70) | 3.87 (−3.36–11.10) | 3.12 (−2.57–8.81) | 12.07 (3.69–20.45) * |
Psychiatric disorders | 2.76 (1.15–4.36) * | 6.65 (3.47–9.84) * | - | - |
Palpitations and cardiac disorders | 0.28 (−0.21–0.76) | 5.39 (−2.10–12.87) | - | - |
Consequences | Data Source | Asymptomatic Infection n/N | Symptomatic Infection n/N | OR | 95%CI | p-Value | I2 (%) | p-Heterogeneity |
---|---|---|---|---|---|---|---|---|
At least one symptom | 1, 2, 4, 5 | 76/543 | 576/1041 | 0.20 | 0.09–0.45 | <0.05 | 79.40 | <0.05 |
Fatigue | 1, 2, 4, 5 | 19/543 | 212/1041 | 0.19 | 0.08–0.49 | <0.05 | 61.30 | <0.05 |
Headache | 2, 4, 5 | 4/144 | 59/811 | 0.34 | 0.12–1.06 | >0.05 | 0.00 | >0.05 |
Cough | 2, 4, 5 | 3/144 | 28/811 | 0.64 | 0.17–2.43 | >0.05 | 17.10 | >0.05 |
Hair loss | 4, 5 | 1/99 | 44/786 | 0.28 | 0.05–1.45 | >0.05 | 0.00 | >0.05 |
Chest pain | 4, 5 | 0/99 | 22/786 | 0.35 | 0.05–2.66 | >0.05 | 0.00 | >0.05 |
Cutaneous lesions | 1, 4, 5 | 4/498 | 36/1016 | 0.26 | 0.09–0.72 | <0.05 | 0.00 | >0.05 |
Neurological symptoms | 1, 5 | 10/454 | 90/771 | 0.15 | 0.07–0.30 | <0.05 | 0.00 | >0.05 |
Dyspnoea | 2, 4, 5 | 5/144 | 89/811 | 0.25 | 0.10–0.65 | <0.05 | 0.00 | >0.05 |
Muscle or joint pains | 1, 4 | 12/443 | 102/475 | 0.20 | 0.10–0.38 | <0.05 | 0.00 | >0.05 |
Loss of taste/smell | 1, 2, 5 | 4/499 | 86/796 | 0.10 | 0.02–0.58 | <0.05 | 53.50 | >0.05 |
Gastrointestinal symptoms | 1, 5 | 7/454 | 21/771 | 0.34 | 0.14–0.83 | <0.05 | 0.00 | >0.05 |
Ocular symptoms | 4, 5 | 2/99 | 21/786 | 0.72 | 0.19–2.75 | >0.05 | 0.00 | >0.05 |
Psychiatric disorders | 1, 5 | 11/454 | 49/771 | 0.28 | 0.14–0.59 | <0.05 | 0.00 | >0.05 |
Palpitations and cardiac disorders | 1, 4 | 2/443 | 27/475 | 0.18 | 0.04–0.81 | <0.05 | 0.00 | >0.05 |
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Ma, Y.; Deng, J.; Liu, Q.; Du, M.; Liu, M.; Liu, J. Long-Term Consequences of Asymptomatic SARS-CoV-2 Infection: A Systematic Review and Meta-Analysis. Int. J. Environ. Res. Public Health 2023, 20, 1613. https://doi.org/10.3390/ijerph20021613
Ma Y, Deng J, Liu Q, Du M, Liu M, Liu J. Long-Term Consequences of Asymptomatic SARS-CoV-2 Infection: A Systematic Review and Meta-Analysis. International Journal of Environmental Research and Public Health. 2023; 20(2):1613. https://doi.org/10.3390/ijerph20021613
Chicago/Turabian StyleMa, Yirui, Jie Deng, Qiao Liu, Min Du, Min Liu, and Jue Liu. 2023. "Long-Term Consequences of Asymptomatic SARS-CoV-2 Infection: A Systematic Review and Meta-Analysis" International Journal of Environmental Research and Public Health 20, no. 2: 1613. https://doi.org/10.3390/ijerph20021613
APA StyleMa, Y., Deng, J., Liu, Q., Du, M., Liu, M., & Liu, J. (2023). Long-Term Consequences of Asymptomatic SARS-CoV-2 Infection: A Systematic Review and Meta-Analysis. International Journal of Environmental Research and Public Health, 20(2), 1613. https://doi.org/10.3390/ijerph20021613