4.7 Article

A Longitudinal Study of Exposure to Manganese and Incidence of Metabolic Syndrome

Journal

NUTRIENTS
Volume 14, Issue 20, Pages -

Publisher

MDPI
DOI: 10.3390/nu14204271

Keywords

manganese; metabolic syndrome; rural health; urinary metals; longitudinal; Bayesian kernel machine regression

Funding

  1. Eunice Kennedy Shriver National Institute of Child Health & Human Development (NICHD) [K12HD092535]
  2. Tufts Institute of the Environment
  3. NIH NIEHS [R00 ES027853]

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The association between manganese and metabolic syndrome is unclear. This study found a potential beneficial effect of manganese on diabetic markers, but no evidence of an association with incident metabolic syndrome.
The association between manganese (Mn) and metabolic syndrome (MetS) is unclear, and no prior study has studied this association longitudinally. The aim of this study was to assess longitudinal associations of Mn exposure with MetS and metabolic outcomes. We used data from the San Luis Valley Diabetes Study (SLVDS), a prospective cohort from rural Colorado with data collected from 1984-1998 (n = 1478). Urinary Mn was measured at baseline (range = 0.20-42.5 mu g/L). We assessed the shape of the cross-sectional association between Mn and MetS accounting for effect modification by other metals at baseline using Bayesian kernel machine regression. We assessed longitudinal associations between baseline quartiles of Mn and incident MetS using Fine and Gray competing risks regression models (competing risk = mortality) and between quartiles of Mn and metabolic outcomes using linear mixed effects models. We did not observe evidence that quartiles of Mn were associated with incident MetS (p-value for trend = 0.52). Quartiles of Mn were significantly associated with lower fasting glucose (p-value for trend < 0.01). Lead was found to be a possible effect modifier of the association between Mn and incident MetS. Mn was associated with lower fasting glucose in this rural population. Our results support a possible beneficial effect of Mn on diabetic markers.

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