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Is there a causal association between temporomandibular disorders and COVID-19 risk? A genetic instrumental variables
1Department of Stomatology, Suzhou Wujiang District Hospital of Traditional Chinese Medicine, 215221 Suzhou, Jiangsu, China.
Insights
This study found no causal link between COVID-19 and temporomandibular joint disorders (TMD). Bidirectional Mendelian randomization analysis indicated neither condition influences the other, suggesting psychological stress may be a factor.
Area of Science:
- Genetics
- Epidemiology
- Public Health
Background:
- The coronavirus disease 2019 (COVID-19) pandemic has seen increased public focus on temporomandibular joint disorders (TMD).
- Previous epidemiological studies suggested a potential rise in TMD prevalence during the COVID-19 pandemic era.
- Understanding the etiological relationship between COVID-19 and TMD is crucial for public health.
Purpose of the Study:
- To investigate the potential causal association between COVID-19 and temporomandibular joint disorders (TMD) using bidirectional Mendelian randomization (MR).
- To determine if COVID-19 influences TMD susceptibility or if TMD affects COVID-19 risk.
- To eliminate reverse causality and confounding factors, providing etiological evidence.
Main Methods:
- Utilized genome-wide association study (GWAS) data from the COVID-19 Host Genetics Initiative (HGI) for COVID-19 phenotypes and UK Biobank (UKB) for TMD.
- Employed bidirectional Mendelian randomization (MR) analysis, including Inverse Variance Weighted (IVW), Weighted Median (WM), and MR-Egger regression.
- Conducted sensitivity analyses (MR-PRESSO, Cochran's Q test, MR-Egger intercept, leave-one-out) and validated findings with FinnGen GWAS data.
Main Results:
- Bidirectional MR analysis revealed no significant causal effect of TMD on COVID-19 susceptibility.
- The reversed MR analysis indicated no significant causal effect of COVID-19 on TMD.
- Sensitivity analyses confirmed robust results, showing no evidence of pleiotropy, though statistical power was limited by sample size.
Conclusions:
- Current evidence suggests that COVID-19 does not impact TMD, nor does TMD increase susceptibility to severe acute respiratory syndrome coronavirus-2.
- Psychological stress associated with the COVID-19 pandemic may act as a mediator in the relationship between these conditions.
- Further external studies are needed to definitively verify the relationship between COVID-19 and TMD.
Abstract:
The coronavirus disease 2019 (COVID-19) and temporomandibular joint disorders (TMD) as the two major diseases are being focused by the public in modern societies. Previous epidemiological studies have shown increase in TMD prevalence during COVID-19 pandemic era. This study was aimed to verify the causal association between two sides using bidirectional mendelian randomization (MR) analysis. It explored whether COVID-19 could cause TMD or TMD influenced the COVID-19 susceptibility. Furthermore it was aimed to eliminate the reverse relationship and other confounders, and an attempt was made to provide etiologic evidence. Single-nucleotide polymorphisms (SNPs) related to three COVID-19 phenotypes (p < 5 × 10-8) were selected from the genome-wide association study (GWAS) data collected through COVID-19 host genetics initiative (HGI). SNPs related to TMD (p < 5 × 10-6) were collected from GWAS data in UK Biobank (UKB). Inverse variance weighted (IVW), weighted median (WM), and MR-Egger regression estimated the causal effect between two sides in this study. Furthermore, four sensitivity analyses (MR-PRESSO, Cochran's Q test, MR-Egger intercept test, and leave-one-out test) were used to confirm the robust results. TMD-related GWAS in FinnGen repeated the MR to validate the results. COVID-19 was not affected by TMD. The reversed MR suggested no significant causal effect of COVID-19 on TMD. Sensitivity analyses showed no gene pleiotropy and had robust results in this MR. Nonetheless, the MR statistical power was <80%, which suggested insufficient sample size of COVID-19 and TMD. This study based on current evidence depicted that COVID-19 had no impact on TMD, and TMD did not increase the susceptibility of severe acute respiratory syndrome coronavirus-2. During COVID-19 pandemic, excessive psychological stress caused by COVID-19 might act as a mediator between the two diseases. The relationship between the two sides needs verification by more external studies in the future.
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