Inflammatory biomarkers and delirium: a Mendelian randomization study
Miao Yu1, Yuxuan Li2, Baohua Li1
1Department of Nursing, Peking University Third Hospital, Beijing, China.
Background:
The association between inflammatory biomarkers and individual delirium symptoms remains controversial in observational studies. We investigated the relationship between inflammatory biomarkers and the risk of developing delirium.
Methods:
A bidirectional two-sample Mendelian randomization (MR) was performed. Genetic instruments associated with peripheral tumor necrosis factor-a (TNF-a) C-reactive protein (CRP), interleukin (IL)-1α, IL-1β, IL-2, IL-8, IL-6, soluble IL-6 receptor alpha (sIL-6Rα), and soluble gp130 were identified in three different large summary genome-wide association studies (GWAS) conducted in the European population. Summary-level statistics for delirium not induced by alcohol and other psychoactive substances were obtained from the FinnGen consortium (2,612 cases and 325,306 controls). The estimated causal effects were performed using instruments' variants at the genome-wide significant level (P < 5e-8 and P < 5e-6), applying a linkage disequilibrium clumping approach with a threshold of r2 < 0.001 for each of the exposures. Reverse causation was also performed. The inverse-variance weighted method (IVW), MR-Egger method, weighted median method, MR-Egger regression, and MR Pleiotropy RESidual Sum were used for MR analyses.
Results:
At the genome-wide significant level (P < 5e-8, r2 < 0.001), genetically predicted sIL-6Rα was significantly associated with a decreased risk of delirium with less than three single-nucleotide polymorphisms (SNPs) in all three GWAS data sources (ORWaldratio = 0.89, 95% CI: 0.79-0.96, PWaldratio = 0.0016; ORIVW = 0.88, 95% CI: 0.79-0.97, PIVW = 0.008; ORIVW = 0.88, 95% CI: 0.80-0.96, PIVW = 0.004). The causal relationship between sIL-6Rα and delirium became non-significant when a more liberal threshold of P of < 5e-6 was applied (all PIVW > 0.05). At the two genome-wide significance levels (P < 5e-8 and P < 5e-6), we found no evidence for the causal effects of peripheral TNF-α, CRP, IL-1α, IL-1β, IL-2, IL-6, IL-8, and soluble gp130 on delirium (all P > 0.05). The MR-Egger intercept and MR-PRESSO results indicated that no SNP had possible pleiotropy (all P > 0.05). Regarding the reverse, no evidence for an effect of delirium on these inflammatory biomarkers could be found (all P > 0.05).
Conclusion:
The results of this MR analysis did not support that peripheral TNF-α, CRP, IL-1α, IL-1β, IL-2, IL-6, sIL-6Rα, soluble gp130, and IL-8 were causally associated with delirium. More research is needed to explore the role of inflammatory factors in the pathogenesis of delirium.
Insights
This study found no causal link between common inflammatory biomarkers and delirium risk. Further research is needed to understand the role of inflammation in delirium development.
Area of Science:
- Genetics
- Immunology
- Neuroscience
Background:
- The relationship between inflammatory markers and delirium symptoms is debated.
- Observational studies show inconsistent associations.
- Causal links require robust investigation.
Purpose of the Study:
- To investigate the causal relationship between inflammatory biomarkers and delirium risk.
- To utilize Mendelian randomization to assess genetic associations.
- To explore potential bidirectional causality.
Main Methods:
- Bidirectional two-sample Mendelian randomization (MR) was employed.
- Genetic instruments for 9 inflammatory biomarkers were identified from large GWAS.
- Summary statistics for delirium were obtained from the FinnGen consortium.
Main Results:
- Soluble IL-6 receptor alpha (sIL-6Rα) showed a potential association with decreased delirium risk at a stringent genome-wide significance level (P < 5e-8).
- This association became non-significant with a more liberal threshold (P < 5e-6).
- No significant causal effects were found for other tested inflammatory biomarkers (TNF-α, CRP, IL-1α, IL-1β, IL-2, IL-6, IL-8, soluble gp130) or reverse causation.
Conclusions:
- This MR analysis does not support a causal association between the investigated peripheral inflammatory biomarkers and delirium.
- Further research is necessary to elucidate the role of inflammatory factors in delirium pathogenesis.
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