
Metabolic signatures of PM2.5, PM10, NO2 and NOx appear to contribute to a higher risk of metabolic dysfunction-associated steatotic liver disease (MASLD), suggests a study.
The analysis included 244,842 participants from the UK Biobank and identified 87, 65, 76, and 71 metabolites as metabolic signatures of PM2.5, PM10, NO2, and NOx, respectively.
These metabolic signatures significantly correlated with MASLD risk: PM2.5 (hazard ratio [HR], 1.10, 95 percent confidence interval [CI], 1.06–1.14), PM10 (HR, 1.06, 95 percent CI, 1.02–1.10), NO2 (HR, 1.24, 95 percent CI, 1.20–1.29), and NOx (HR, 1.14, 95 percent CI, 1.10–1.19).
Furthermore, all pollutants appeared to contribute to a higher risk of MASLD: PM2.5 (HR, 1.03, 95 percent CI, 1.01–1.05), PM10 (HR, 1.02, 95 percent CI, 1.01–1.04), NO2 (HR, 1.01, 95 percent CI, 1.01–1.02), and NOx (HR, 1.01, 95 percent CI, 1.00–1.01).
In Mendelian randomization (MR) analysis, MASLD remained associated with PM2.5, NO2 and NOx-related metabolic signatures.
“These signatures mediated the increased risk of MASLD associated with PM2.5, PM10, NO2 and NOx,” the researchers said.
Data from the UK Biobank were used in this study. Using bilinear interpolation, the researchers examined the annual mean concentrations of PM2.5, PM10, NO2 and NOx for each participant. They also identified metabolites associated with four air pollutants and constructed metabolic signatures using the elastic net regression model.
Cox models were used to explore the relationships between air pollutants, metabolic signatures, and MASLD risk, while MR analysis was used to analyse the potential causality. Finally, the researchers conducted a mediation analysis to assess the role of these metabolic signatures in the association between air pollutants and MASLD.