Pesticide exposure has been associated with metabolic syndrome (MetS). However, the moderating role of inflammatory cytokines, such as interleukin-6 (IL-6), remains unclear. This study examined how IL-6 moderates the relationship between acetylcholinesterase (AChE) activity, as a pesticide-exposure biomarker, and the risk of MetS among vegetable farmers. We conducted a case–control study involving 134 male farmers (44 MetS cases and 90 controls) selected from a 13-week population screening of 307 farmers in Kuningan, West Java from January to May 2025. Exposure was assessed through the measurement of acetylcholinesterase (AChE) activity, while IL-6 served as an inflammatory biomarker. MetS was diagnosed according to the International Diabetes Federation criteria. Venous blood samples were collected twice for AChE analysis and once for IL-6 measurement. Moderation analysis using linear regression with the PROCESS Macro SPSS revealed that IL-6 significantly moderated the effect of AChE on waist circumference (WC), systolic and diastolic blood pressure (BP), and MetS. The conditional effect of AChE on MetS according to IL-6 values increased with high inflammation (B = 0.0031, p = 0.0004 for WC; B = 0.0059, p = 0.0008 for systolic BP; B = 0.0027, p = 0.0064 for diastolic BP; and B =-0.0009, p = 0.0041 for MetS). Scatter plot patterns further supported the biological plausibility of this moderating mechanism. IL-6 modifies the strength and direction of the inflammatory response, enhancing the impact of pesticide exposure on key MetS components. These results underscore the central role of IL-6 in the cholinergic pathway and indicate that lowering chronic low-dose pesticide exposure may reduce inflammation-related metabolic risks.
Bibit Nasrokhatun Diniah, S. Sulistiyani, Tri Joko et al.· Journal of Public Health and...· 0 citations
Background: While tuberculosis persists as a public health threat in urban Indonesia, the spread of the disease is uneven. It is believed that rapid urbanization and unequal access to medical services have led to varying disease burdens across regions.
Objectives: To examine the spatial distribution and clustering of tuberculosis incidence and its association with population density and primary health care distribution in Semarang City.
Methods: An ecological study was conducted using a spatial analysis approach based on secondary data on TB cases, population, and health facilities in Semarang City for the years 2022-2023. Both global and local spatial autocorrelation analyses were conducted to examine clustering, followed by bivariate analyses to test their relationships with other variables.
Results: Significant spatial clustering of TB incidence was observed in both years (Moran's I = 0.339 in 2022 and 0.465 in 2023; p < 0.001). High-incidence clusters were mainly located in the central and eastern urban areas. Population density showed a significant positive spatial association with TB incidence (Moran's I=0.415 in 2022 and 0.522 in 2023; p=0.001), whereas no significant association was found for PHC distribution.
Conclusion: Tuberculosis incidence in Semarang City exhibited a clustered spatial pattern, particularly in densely populated areas. These findings support geographically targeted TB control strategies. However, because the analysis was based on aggregated ecological data, the results should not be interpreted at the individual level.
Muhammad Auliya Rahman, Muhammad Ashraff Zurkarnain, S. Sulistiyani et al.· Liaquat National Journal of...· 0 citations