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Published on: December 6, 2016
Mendelian Randomization Analysis Identifies Causal Effects of Multi-Site Chronic Pain on Obstructive Sleep Apnea
Zuxing Wang1, Lili Chen1, Ruishi Kang2
1Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu, 610072, People's Republic of China.
Background:
Observational studies have suggested an association between obstructive sleep apnea (OSA) and chronic pain disorders, but causal evidence have not been confirmed.
Methods:
Here we performed Mendelian randomization (MR) study to explore the potential causal association and mediating roles of modifiable factors between multi-site chronic pain (MCP) and OSA. Independent single nucleotide polymorphisms (SNPs) (N=26) from MCP GWAS (n=387,649) in the UK Biobank were used as instrumental variables to test associations with OSA from the FinnGen consortium, which encompassed 16,761 individuals with OSA cases and 201,194 individuals without OSA.
Results:
MR analyses provide genetic evidence to predict MCP on the risk of OSA. Specifically, a per-site increase in multi-site chronic pain was linked to a 184% higher risk of OSA (ORIVW = 1.84, 95% CI = 1.29-2.63, p = 7.24×10-4). However, we also performed reverse association analyses and found no significant casual effect of OSA on MCP. MR estimates were in agreement regardless of the method used, such as MR-egger, weighted median and weighted mode, thereby demonstrating the accuracy of the causal associations. Through mediation analyses, we found that body mass index (BMI), waist circumference, and educational attainment explained a substantial proportion of the association between MCP and OSA (proportion mediated=21.13%; 26.57% and 9.66% respectively).
Conclusion:
Our findings suggest that both pain management interventions, prevention of obesity and health education are likely to be effective strategies to reduce OSA risk in individuals with MCP.
Insights
Multi-site chronic pain (MCP) significantly increases the risk of obstructive sleep apnea (OSA), but OSA does not cause MCP. Interventions targeting pain, obesity, and education may reduce OSA risk in individuals with MCP.
Area of Science:
- Genetics
- Sleep Medicine
- Pain Medicine
Background:
- Observational studies suggest a link between obstructive sleep apnea (OSA) and chronic pain.
- Causal evidence for this association remains unconfirmed.
Purpose of the Study:
- To investigate the potential causal relationship between multi-site chronic pain (MCP) and OSA using Mendelian randomization (MR).
- To explore the mediating roles of modifiable factors in the MCP-OSA association.
Main Methods:
- Utilized 26 independent single nucleotide polymorphisms (SNPs) from a large MCP Genome-Wide Association Study (GWAS) as instrumental variables.
- Tested associations with OSA using data from the FinnGen consortium (16,761 OSA cases, 201,194 controls).
- Performed MR analyses, including MR-Egger and weighted median methods, and mediation analyses.
Main Results:
- Genetic evidence supports MCP as a predictor of OSA risk; a per-site increase in MCP was associated with a 184% higher risk of OSA (ORIVW = 1.84).
- Reverse association analyses found no significant causal effect of OSA on MCP.
- Body mass index (BMI), waist circumference, and educational attainment significantly mediated the association between MCP and OSA.
Conclusions:
- MCP is a likely causal risk factor for OSA.
- Interventions for pain management, obesity prevention (BMI, waist circumference), and health education may reduce OSA risk in individuals with MCP.
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