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Published on: June 23, 2023
Metabolomic and Lipidomic Analysis of Manganese-Associated Parkinsonism: a Case-Control Study in Brescia, Italy
Freeman Lewis1, Daniel Shoieb2, Somaiyeh Azmoun1
1Environmental Health Sciences, Florida International University, 11200 SW 8th St, Miami, 33199, Florida, USA.
Background And Objectives:
Excessive Manganese (Mn) exposure is neurotoxic and can cause Mn-Induced Parkinsonism (MnIP), marked by cognitive and motor dysfunction. Although metabolomic and lipidomic research in Parkinsonism (PD) patients exists, it remains limited. This study hypothesizes distinct metabolomic and lipidomic profiles based on exposure status, disease diagnosis, and their interaction.
Methods:
We used a case-control design with a 2×2 factorial framework to investigate the metabolomic and lipidomic alterations associated with Mn exposure and their link to PD. The study population of 97 individuals was divided into four groups: non-exposed controls (n=23), exposed controls (n=25), non-exposed with PD (n=26) and exposed with PD (n=23). Cases, defined by at least two cardinal PD features (excluding vascular, iatrogenic, and traumatic origins), were recruited from movement disorder clinics in four hospitals in Brescia, Northern Italy. Controls, free from neurological or psychiatric conditions, were selected from the same hospitals. Exposed subjects resided in metallurgic regions (Val Camonica and Bagnolo Mella) for at least 8 continuous years, while non-exposed subjects lived in low-exposure areas around Lake Garda and Brescia city. We conducted untargeted analyses of metabolites and lipids in whole blood samples using ultra-high-performance liquid chromatography (UHPLC) and mass spectrometry (MS), followed by statistical analyses including Principal Component Analysis (PCA), Partial Least Squares-Discriminant Analysis (PLS-DA), and Two-Way Analysis of Covariance (ANCOVA).
Results:
Metabolomic analysis revealed modulation of alanine, aspartate, and glutamate metabolism (Impact=0.05, p=0.001) associated with disease effect; butanoate metabolism (Impact=0.03, p=0.004) with the exposure effect; and vitamin B6 metabolism (Impact=0.08, p=0.03) with the interaction effect. Differential relative abundances in 3-sulfoxy-L-Tyrosine (β=1.12, FDR p<0.001), glycocholic acid (β=0.48, FDR p=0.03), and palmitelaidic acid (β=0.30, FDR p<0.001) were linked to disease, exposure, and interaction effects, respectively. In the lipidome, ferroptosis (Pathway Lipids=11, FDR p=0.03) associated with the disease effect and sphingolipid signaling (Pathway Lipids=9, FDR p=0.04) associated with the interaction effect were significantly altered. Lipid classes triacylglycerols, ceramides, and phosphatidylethanolamines showed differential relative abundances associated with disease, exposure, and interaction effects, respectively.
Discussion:
These findings suggest that PD and Mn exposure induce unique metabolomic and lipidomic changes, potentially serving as biomarkers for MnIP and warranting further study.
Insights
Excessive manganese exposure and Parkinson's disease (PD) create distinct metabolic and lipid profiles. These changes may serve as biomarkers for manganese-induced Parkinsonism (MnIP).
Area of Science:
- Neuroscience
- Metabolomics
- Lipidomics
Background:
- Excessive manganese (Mn) exposure causes neurotoxicity, leading to Mn-induced Parkinsonism (MnIP) with cognitive and motor deficits.
- Limited metabolomic and lipidomic research exists for Parkinsonism (PD) patients, especially concerning Mn exposure.
Purpose of the Study:
- To investigate distinct metabolomic and lipidomic profiles in individuals based on manganese exposure status and Parkinson's disease diagnosis.
- To explore the interaction effects of manganese exposure and Parkinson's disease on metabolic and lipidomic profiles.
Main Methods:
- A case-control study with a 2x2 factorial design involving 97 participants.
- Four groups: non-exposed controls, exposed controls, non-exposed PD, and exposed PD.
- Untargeted metabolomic and lipidomic analyses of whole blood samples using UHPLC-MS, followed by statistical analysis (PCA, PLS-DA, ANCOVA).
Main Results:
- Metabolomic analysis showed significant alterations in alanine, aspartate, glutamate, and butanoate metabolism, as well as vitamin B6 metabolism.
- Differential abundances of 3-sulfoxy-L-Tyrosine, glycocholic acid, and palmitelaidic acid were linked to disease, exposure, and interaction effects.
- Lipidomic analysis revealed significant alterations in ferroptosis and sphingolipid signaling pathways, with differential abundances in triacylglycerols, ceramides, and phosphatidylethanolamines.
Conclusions:
- Parkinson's disease and manganese exposure induce unique metabolomic and lipidomic changes.
- These distinct profiles show potential as biomarkers for Mn-induced Parkinsonism (MnIP).
- Further research is warranted to validate these findings and explore their clinical utility.
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