Abstract
Manganese (Mn) is an environmental risk factor for neuronal dysfunction and neurodegeneration of the basal ganglia and other brain regions. Aberrant brain Mn levels have been linked to Manganism, Parkinson’s disease (PD), Huntington’s disease (HD) and other neurological disorders. Research on the cellular basis of Mn neurotoxicity has relied upon in vitro or non-human model systems. However, an analysis of relevant Mn concentrations for in vitro studies is lacking – and few studies have examined intracellular Mn levels. Here we perform calculations to evaluate in vitro exposure paradigms in relation to relevant in vivo levels of Mn post-exposure.
Introduction
Exposure to high manganese (Mn) levels in occupational or environmental settings or disease conditions is accompanied by Mn accumulation in brain regions highly sensitive to oxidative injury, namely the substantia nigra (SN), globus pallidus (GP) and striatum (Newland, 1989; Cersosimo et al., 2006; Olanow, 2004; Guilarte et al., 2010). Excessive Mn deposition in these regions leads to dopaminergic (DAergic) neuronal loss accompanied by an extrapyramidal syndrome referred to as manganism. Manganism patients exhibit rigidity, tremor, dystonic movements and bradykinesia, all characteristic features of Parkinson’s disease (PD) (Cersosimo et al., 2006; Olanow, 2004; Guilarte et al., 2010; Calne et al., 1994). Exposure to Mn also represents a risk factor for PD (Gorell et al., 2004). Indeed, one of the strongest correlations between environmental exposure and PD is noted in Mn-exposed human cohorts (Hudnell, 1999). Parkinsonism in welders (vs. non-welders) is clinically distinguishable only by age of onset (46 vs. 63 years, respectively) and the prevalence of PD is higher among welders compared with age-standardized individuals in the general population (Criswell et al. 2011; Racette et al., 2005). Alterations in neuronal handling of Mn have also been observed in the context of Huntington’s disease (Williams et al., 2010; Madison et al., 2012). Although a myriad of studies examined the cellular effects of Mn, surprisingly few have measured intracellular Mn concentrations. To assist the reader in determining relevant Mn concentrations for in vitro studies we provide the following calculations.
Results and Discussion
Protein content in cultured astrocytes is 0.006409 mg/million cells (unpublished data). Assuming an average cell radius of 2.25 μm, crystalline protein s=~0.65 (Matthews, 1974), and volume (((4pi)x3) x (radius cubed) x s) of 31.01 × 10−9 μl, we derive a protein content of 0.2067 mg/μl. Normal human brain Mn concentrations are in the range 1.1 – 2.9 ppm (Császma et al., 2003). These estimates may vary by a factor of 2 or more, dependent upon cell size and the established propensity of astrocytes to more readily accumulate Mn (compared to neurons), as well as regional differences in Mn distribution (e.g. basal ganglia are known to contain higher Mn levels vs. other brain regions) (Bowman et al., 2011). Nonetheless, if we assume a homogeneous regional and cell distribution, and apply the conversion factor of 206.7 μM/(nmol/mg)) we calculate (Mn brain concentration/conversion factor) normal human brain Mn concentrations at 5.32 – 14.03 ng Mn/mg protein (corresponding to 20.0 – 52.8 μM Mn).
Given that in mammalians, general toxic responses occur when Mn brain concentrations are elevated by ~3 fold (Erikson et al., 2007; Molina et al., 2011), aberrant function would be expected to occur at Mn brain levels of 15.96 – 42.09 ng Mn/mg protein (corresponding to 60.1 – 158.4 μM Mn).
Therefore, if cellular Mn concentrations in your in vitro studies capture these ranges of sub-threshold and threshold toxic levels, your studies are within the physiological and pathophysiological levels of Mn in the human brain.
Supplementary Material
Highlights.
We perform calculations to evaluate relevant in vitro exposures to Mn.
We establish media levels of Mn in the range of 60.1 – 158.4uM are relevant to testing its toxicity.
Acknowledgments
ABB and MA were supported in part by NIH grants, National Institute of Environmental Health Sciences R01 ES10563 (ABB and MA), ES016931 (ABB and MA), and the Molecular Toxicology Center P30 ES000267 (MA).
Footnotes
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References
- Bowman AB, Kwakye GF, Herrero Hernández E, Aschner M. Role of manganese in neurodegenerative diseases. J Trace Elem Med Biol. 2011;25(4):191–203. doi: 10.1016/j.jtemb.2011.08.144. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Császma I, Andrási E, Lásztity A, Bertalan E, Gawlik D. Determination of Mo and Mn in human brain samples by different techniques. J Anal At Spectrom. 2003;18:1082–7. [Google Scholar]
- Calne DB, Chu NS, Huang CC, Lu CS, Olanow W. Manganism and idiopathic parkinsonism: similarities and differences. Neurology. 1994;44:1583–6. doi: 10.1212/wnl.44.9.1583. [DOI] [PubMed] [Google Scholar]
- Cersosimo MG, Koller WC. The diagnosis of manganese-induced parkinsonism. NeuroToxicology. 2006;27:340–6. doi: 10.1016/j.neuro.2005.10.006. [DOI] [PubMed] [Google Scholar]
- Criswell SR, Perlmutter JS, Videen TO, Moerlein SM, Flores HP, Birke AM, Racette BA. Reduced uptake of [(18)F]FDOPA PET in asymptomatic welders with occupational manganese exposure. Neurology. 2011;76:1296–301. doi: 10.1212/WNL.0b013e3182152830. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Erikson KM, Dorman DC, Lash LH, Aschner M. Manganese inhalation by rhesus monkeys is associated with brain regional changes in biomarkers of neurotoxicity. Toxicol Sci. 2007;97:459–66. doi: 10.1093/toxsci/kfm044. [DOI] [PubMed] [Google Scholar]
- Gorell JM, Peterson EL, Rybicki BA, Johnson CC. Multiple risk factors for Parkinson’s disease. J Neurol Sci. 2004;217:169–74. doi: 10.1016/j.jns.2003.09.014. [DOI] [PubMed] [Google Scholar]
- Guilarte TR. Manganese and Parkinson’s disease: a critical review and new findings. Environ Health Perspect. 2010;118:1071–80. doi: 10.1289/ehp.0901748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hudnell HK. Effects from environmental Mn exposures: a review of the evidence from non-occupational exposure studies. Neurotoxicology. 1999;20:379–97. [PubMed] [Google Scholar]
- Madison JL, Wegrzynowicz M, Aschner M, Bowman AB. Disease-toxicant interactions in manganese exposed Huntington disease mice: early changes in striatal neuron morphology and dopamine metabolism. PLoS One. 2012;7(2):e31024. doi: 10.1371/journal.pone.0031024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matthews BW. Determination of molecular weight from protein crystals. J Mol Biol. 1974;82:513–26. doi: 10.1016/0022-2836(74)90245-9. [DOI] [PubMed] [Google Scholar]
- Molina RM, Phattanarudee S, Kim J, Thompson K, Wessling-Resnick M, Maher TJ, Brain JD. Ingestion of Mn and Pb by rats during and after pregnancy alters iron metabolism and behavior in offspring. Neurotoxicology. 2011;32:413–22. doi: 10.1016/j.neuro.2011.03.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Newland MC, Ceckler TL, Kordower JH, Weiss B. Visualizing manganese in the primate basal ganglia with magnetic resonance imaging. Exp Neurol. 1989;106:251–8. doi: 10.1016/0014-4886(89)90157-x. [DOI] [PubMed] [Google Scholar]
- Olanow CW. Manganese-induced parkinsonism and Parkinson’s disease. Ann N Y Acad Sci. 2004;1012:209–23. doi: 10.1196/annals.1306.018. [DOI] [PubMed] [Google Scholar]
- Racette BA, Tabbal SD, Jennings D, Good L, Perlmutter JS, Evanoff B. Prevalence of parkinsonism and relationship to exposure in a large sample of Alabama welders. Neurology. 2005;64:230–5. doi: 10.1212/01.WNL.0000149511.19487.44. [DOI] [PubMed] [Google Scholar]
- Williams BB, Li D, Wegrzynowicz M, Vadodaria BK, Anderson JG, Kwakye GF, Aschner M, Erikson KM, Bowman AB. J Neurochem. 2010;112(1):227–37. doi: 10.1111/j.1471-4159.2009.06445.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
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