Causal association between air pollution and frailty: a Mendelian randomization study
Frailty is a significant problem for older persons since it is linked to a number of unfavorable consequences. According to observational researches, air pollution may raise the risk of frailty. We investigated the causal association between frailty and air pollution (including PM , PM , PM , nitrog...
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Veröffentlicht in: | Frontiers in public health 2023, Vol.11, p.1288293-1288293 |
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Zusammenfassung: | Frailty is a significant problem for older persons since it is linked to a number of unfavorable consequences. According to observational researches, air pollution may raise the risk of frailty. We investigated the causal association between frailty and air pollution (including PM
, PM
, PM
, nitrogen dioxide, and nitrogen oxides) using Mendelian randomization approach.
We conducted MR analysis using extensive publically accessible GWAS (genome-wide association studies) summary data. The inverse variance weighted (IVW) method was employed as the primary analysis method. The weighted median model, MR-Egger, simple model, and weighted model approaches were chosen for quality control. The Cochran's Q test was utilized to evaluate heterogeneity. Pleiotropy is found using the MR-Egger regression test. The MR-PRESSO method was used to recognize outliers. The leave-one-out strategy was used to conduct the sensitivity analysis.
MR results suggested that PM
was statistically significantly associated with frailty [odds ratio (OR) = 1.33; 95%confidence interval (CI) = 1.12-1.58,
= 0.001] in IVW method. We observed no statistical association between PM
(OR = 1.00, 95% CI = 0.79-1.28,
= 0.979), PM
(OR = 0.91, 95% CI = 0.75-1.11,
= 0.364), nitrogen dioxide (OR = 0.98, 95% CI = 0.85-1.12,
= 0.730), nitrogen oxides (OR = 1.15, 95% CI = 0.98-1.36,
= 0.086) and frailty. There was no pleiotropy in the results. The sensitivity analysis based on the leave-one-out method showed that the individual single nucleotide polymorphisms (SNPs) did not affect the robustness of the results.
The current MR investigation shows a causal association between PM
and frailty. Frailty's detrimental progression may be slowed down with the help of air pollution prevention and control. |
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ISSN: | 2296-2565 2296-2565 |
DOI: | 10.3389/fpubh.2023.1288293 |