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Genetic Dissection of Strain Dependent Paraquat-induced Neurodegeneration in the Substantia Nigra Pars Compacta

  • Yun Jiao,

    Affiliation Department of Developmental Neurobiology, Saint Jude Children's Research Hospital, Memphis, Tennessee, United States of America

  • Lu Lu,

    Affiliation Department of Anatomy and Neurobiology, Center for Integrative and Translational Genomics, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America

  • Robert W. Williams,

    Affiliation Department of Anatomy and Neurobiology, Center for Integrative and Translational Genomics, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America

  • Richard J. Smeyne

    richard.smeyne@stjude.org

    Affiliation Department of Developmental Neurobiology, Saint Jude Children's Research Hospital, Memphis, Tennessee, United States of America

Genetic Dissection of Strain Dependent Paraquat-induced Neurodegeneration in the Substantia Nigra Pars Compacta

  • Yun Jiao, 
  • Lu Lu, 
  • Robert W. Williams, 
  • Richard J. Smeyne
PLOS
x

Abstract

The etiology of the vast majority of Parkinson's disease (PD) cases is unknown. It is generally accepted that there is an interaction between exposures to environmental agents with underlying genetic sensitivity. Recent epidemiological studies have shown that people living in agricultural communities have an increased risk of PD. Within these communities, paraquat (PQ) is one of the most utilized herbicides. PQ acts as a direct redox cycling agent to induce formation of free radicals and when administered to mice induces the cardinal symptoms of parkinsonism, including loss of TH+-positive dopaminergic (DA) neurons in the ventral midbrain's substantia nigra pars compacta (SNpc). Here we show that PQ-induced SNpc neuron loss is highly dependent on genetic background: C57BL/6J mice rapidly lose ∼50% of their SNpc DA neurons, whereas inbred Swiss-Webster (SWR/J) mice do not show any significant loss. We intercrossed these two strains to map quantitative trait loci (QTLs) that underlie PQ-induced SNpc neuron loss. Using genome-wide linkage analysis we detected two significant QTLs. The first is located on chromosome 5 (Chr 5) centered near D5Mit338, whereas the second is on Chr 14 centered near D14Mit206. These two QTLs map to different loci than a previously identified QTL (Mptp1) that controls a significant portion of strain sensitivity to 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP), suggesting that the mechanism of action of these two parkinsonian neurotoxins are different.

Introduction

Parkinson's disease (PD) is the third most common neurodegenerative disorder, affecting approximately two percent of the adult population older than 55 years. The underlying cause for the vast majority of PD cases is unknown. Controversy still exists as to how much of the disease results from strictly genetic factors, environmental factors, or an interaction of both [1], [2], [3]. Empirical evidence suggests that less than 10% of all diagnosed Parkinsonism has a strict familial etiology [4]. One mechanism related to environmental exposure that has been proposed in PD's etiology is the abnormal handling of free radical species; whether by excessive generation of these species or inability to handle their detoxification [5], [6]. Several animal models of PD that utilize xenobiotics have been developed; each mimicking aspects of parkinsonism. These include administration of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP), rotenone or 1,1′ di methyl-4,4′-bipyridium dichloride (paraquat, PQ). Each of these toxins generates free radicals, although the mechanism(s) by which this occurs is different. MPTP and rotenone generate oxidative stress through generation of free radicals after blockade of complex 1 in the mitochondrial electron transport chain [7]. Paraquat also generates free radicals, but through direct redox cycling [8], [9].

Only specific strains of mice are sensitive to the administration of MPTP [10], [11], [12]. The differential effects of xenobiotics on CNS, including environmental and chemical toxins such as MPTP and PQ, are likely influenced by the interaction of multiple gene products. The cumulative phenotypes that arise from both environmental factors and polygenic interactions among gene variants are termed quantitative traits. Chromosomal regions that harbor crucial gene variants that modulate risk are called quantitative trait loci (QTLs) [13]. The premise behind QTL mapping is that if numerous genetic markers are examined, only those that cosegregate with a particular phenotype variant, for example, high or low susceptibility, will be linked to the gene variants that underlie that trait [14]. Previously, we have shown that the effects of MPTP on SNpc neuron loss are strain specific. The very well characterized C57BL/6J strain is highly sensitive to this compound whereas the common Swiss–Webster inbred strain (SWR/J) is resistant. Through a genome-wide analysis of C57BL/6J×SWR backcross progeny we mapped a QTL for MPTP-induced SNpc neuron loss named Mptp1 near the distal end of Chr 1 between D1Mit113 and D1Mit293. This locus accounts for the majority of the strain sensitivity to MPTP [15]. In order to determine if genes involved in controlling DA neuron loss are similar in MPTP and PQ-induced neurodegeneration, we identified QTLs for PQ loss again exploiting the same strain difference. Our findings suggest that there are also marked strain-specific effects of PQ on SNpc dopaminergic neuron number loss, and that the genetic influence underlying PQ-induced neurons loss are different than those seen with MPTP.

Materials and Methods

All of the experimental procedures in the animals were performed in accordance with the NIH Guide for the Care and Use of Laboratory Animals and all protocols, were approved by the St Jude Children's Research Hospital IACUC (protocol 270). Experiments were carried out in accordance with The Code of Ethics of the World Medical Association (Declaration of Helsinki) for animal experiments.

Male and female C57BL/6J and SWR/J mice were purchased from the Jackson Laboratory (Bar Harbor, ME). F1 crosses were generated by mating male C57BL/6J with female SWR/J and female C57BL/6J with male SWR/J stock. F1 hybrids were backcrossed to SWR/J to generate a set of 61 backcross (N2) progeny that were used to map QTLs. All animals were housed within the vivarium at St. Jude Children's Research Hospital and were maintained on a 12∶12 hour light∶dark cycle with ad libitum food and water.

Paraquat treatment

1,1′ di methyl-4,4′-bipyridium dichloride (paraquat, PQ) (catalog 36541 Sigma-St. Louis, MO) was dissolved in sterile saline to a final concentration of 20 mg/ml. Each animal was given a total of 60 mg/kg of PQ, using a dosage regimen of 10 mg/kg×2 per week for 3 weeks. All mice that survived the injection protocol were sacrificed one week after the final PQ administration.

Histology

Mice were anesthetized with an overdose of Avertin. Following induction of deep anesthesia determined by loss of deep tendon and corneal reflexes, animals were transcardially perfused with physiologic saline followed by 3% paraformaldehyde in 1X phosphate-buffered saline (PBS), pH 7.4. Brains were removed from the calvaria and post-fixed overnight in fresh fixative, dehydrated through a graded series of ethanols, defatted in mixed xylenes and embedded in Paraplast-X-tra (Fisher Scientific, Pittsburgh, PA). Brains were subsequently blocked and serially sectioned at 10 microns in the coronal plane. All sections from the rostral hippocampus to the cerebellar-midbrain junction was saved and mounted onto Superfrost-Plus slides (Fisher Scientific).

Standard immunhistochemical techniques using a polyclonal antibody directed against tyrosine hydroxylase (TH) (1∶250 in blocking buffer; Pel Freez, Rogers, AR) were to identify dopaminergic neurons in the SNpc as previously described [15]. Slides were then counterstained with Neutral Red, dehydrated through a graded series of alcohol, mounted in Permount and coverslipped.

DA Cell Quantification and Analysis

Dopaminergic neurons in the SNpc were quantified using stereological methods described previously [16]. Statistical analyses were done using Student's t-test (GraphPad Prism V, La Jolla, CA).

Microsatellite markers

To identify and map QTLs, we used a set of polymorphic MIT microsatellite markers (Table 1) that previously have been shown to differentiate C57BL/6J from SWR/J [15]. DNA samples from each mouse were amplified using PCR thermal cycling parameters described in detail at www.nervenet.org/papers/PCR.html. We used a touchdown PCR protocol to improve the specificity of annealing. The products were all run on Metaphor agarose, photographed, and scored manually. Data were entered into a relational database (FileMaker Pro).

Calculating linkage between loci

We compared the distribution pattern of phenotypes of the mice (high or low SNpc number following PQ treatment) with the distribution pattern of sensitive (C57BL/6J = B) and resistant (SWR/J = S) alleles at each of the polymorphic microsatellite loci. The first level of analysis was simply to detect a linkage using a constrained additive regression model whereas the second level involved estimating QTL position more precisely by interval mapping. Actual calculations were performed using the program Map Manager QTX b29 [17].

Microarray Analysis

Four- to six-month old C57BL/6J and SWR/J mice were deeply anesthesized, and when deep tendon and corneal reflexes they were absent rapidly decapitated. The substantia nigra (Bregma: −2.70 to −3.70) and striatum (Bregma: +0.14 to +1.26 mm) [18] were rapidly dissected, flash frozen and stored at −80°C. mRNA was isolated from SN and striatum in accordance with the protocol outlined in RNAqueous Micro kit (Ambion, Austin, TX) according to manufacturers recommendations. Technical procedures for microarray analysis, including quality control of mRNA, labeling, hybridization and scanning of the arrays were performed by the Hartwell Center for Bioinformatics & Biotechnology (HC) at St. Jude Children's Research Hospital (SJCRH) according to standard operating procedures for Affymetrix protocols (GeneChip Expression Analysis manual, Affymetrix, Santa Clara CA, USA).

The GeneChip HT MG-430 PM array plate (Affymetrix) containing 45,037 probe sets were used in this study. These arrays represent 39,000 transcripts. Scanned images of processed arrays were analyzed with the Gene Chip Operating Software (GCOSv1.2, Affymetrix). Assessment of probe set present/absent calls was made using the Single Array Analysis method using the statistical algorithm with default analysis parameters as detailed in http://media.affymetrix.com/support/technical/whitepapers/ht_system_whitepaper.pdf. Expression levels of genes located within the QTL regions were queried and those having a difference in expression (±25%) and a significance of p<0.001 were identified.

Results

Strain specific Effects of PQ on SNPC dopaminergic neuron number

We compared the effects of PQ on the severity of SNpc dopaminergic neuron loss in C57BL/6J and SWR/J strains. We have previously shown that these strains were respectively susceptible and resistant to MPTP-induced SNpc dopamine neuron loss [19]. We find that there is a strain-dependent sensitivity to PQ-induced SNpc neuron loss, and that C57BL/6J lose ∼48% of SNpc dopaminergic neurons, whereas SWR/J show a much less and insignificant 8% loss (Figure 1).

thumbnail
Figure 1. Paraquat-induced cell loss is strain dependent.

(A) After chronic PQ administration, we find that C57BL/6J have a ≈50% decrease in SNpc DA neurons, while SWR have a ≈10% loss of SNpc neurons. (B) TH-immunostained section through rostral SNpc of C57BL/6J mouse. Box is seen at higher magnification in (C). (D) Following chronic administration of PQ to C57BL/6J mice, there is a loss of both DA neurons and fibers. Box is seen at higher magnification in (E). (F). TH-immunostained section through rostral SNpc of SWR mouse. Box is seen at higher magnification in (G). (H) Following chronic administration of PQ to SWR mice, there is a no apparent loss of DA neurons or fibers. Box is seen at higher magnification in (E).

https://doi.org/10.1371/journal.pone.0029447.g001

Identification of QTL's underlying strain dependent PQ –induced SNpc neuron loss

To identify quantitative trait loci responsible for PQ-induced strain dependent SNpc DA neuron loss, we used stereological procedures to estimate the number of SNpc DA neurons in 61 C57BL/6J×SWR/J N2 progeny. Only C57BL/6J×SWR/J F1 mice are sensitive to PQ, and we therefore crossed C57BL/6J×SWR/J F1 to SWR/J males to generate the N2 backcross progeny that will be B/S heterozygotes or S/S homozygous at each locus. Genotypes were entered for each marker and correlated to two phenotypes: (1) the overall phenotypic severity treated as a Mendelian score (affected or unaffected), and (2) the number of SNpc DA neurons [15]. We found two significant (genome-wide P<0.001) chromosomal loci using the Mendelian correlation with a 20 cM sensitivity, and the program Map Manager QTX b29 based on 10,000 permutation analysis, located on Chr 5 centered near D5Mit338 (Chr5, ≈109 Mb, all genome positions are based on the NCBI37/mm9 mouse genome assembly) (Fig. 2A) and on Chr 14 centered near D14Mit206 (Chr 14, ≈21.5 Mb) (Figure 2B)(Table 1). The same loci were found using the numerical data.

thumbnail
Figure 2. Chromosomal maps showing the identified QTL regions.

A 20 cM region (red box) on the distal are of mCHr 5 and the proximal arm of mChr14 were identified by QTL analysis.

https://doi.org/10.1371/journal.pone.0029447.g002

The QTL on Chr 5 overlaps 88 coding genes whereas that on Chr 14 overlaps 28 coding genes (as delineated by Ensembl). Based on our analysis of array data, the majority of these genes (93 of 116) have detectible expression in either striatum or substantia nigra in C57BL/6J and SWR/J. Of 88 identified genes located on Chr 5 between 99 and 119 Mb, 31 were differentially expressed by more than 25% between strains (p<0.001, Table S1) in striatum. Only five genes met the same criterion on the Chr 14 interval between 16.4 and 26.6 Mb (Table S2). In addition to the identified coding genes, the Ensembl database also identified a sequence on Chr 5 between 117.082490 and 117.083614 Mb. that corresponds to a glutathione S-transferase Mu pseudogene (GSTm2-ps1).

Discussion

In this study we report that the C57BL/6J and SWR/J strains are differentially sensitive to systemic administration of paraquat—a finding that supports previous studies that detail differential genetic effects of this herbicide [20] and other neurotoxins, including MPTP [12], [19], [21], [22], [23]. We have exploited this pronounced strain difference to map chromosomal regions that modulate the differential vulnerability of dopaminergic cell to PQ. Unlike studies of Parkinson's disease in humans, we can carefully control both genetic and environmental factors and efficiently generate precise estimates of the loss of DA neurons in inbred parental strains and backcross progeny. As shown here, the parental strain difference can be dissected into a small number of QTLs and candidate genes.

PQ is one of the most commonly used pesticides in the agricultural community. Its mechanism of action involves the transfer of an electron (usually from NADPH) to form a PQ+ radical. This free radical interacts with molecular oxygen to form a superoxide radical that damages lipids contained within cell membranes [24]. PQ has been shown to induce extensive mitochondrial oxidative damage [25], [26]. In the brain, PQ is actively transported through neutral amino acid transporters [27] and its use has been linked to an increased risk for developing Parkinson's disease [28], [29], [30]. Experimentally, systemic administration of paraquat induces a relatively specific lesion in the SNpc that results in dopaminergic neuron loss [20], [31], [32]. Mechanistically, it has been proposed that this selective cell loss occurs by virtue of the SNpc having 1) significant dopamine metabolism [33], 2) a significantly increased microglial density compared to other brain regions [34], and 3) an increased concentration of iron which results in a propensity to form intracellular hydrogen peroxide and superoxides [35] that can initiate apoptosis through a BAK dependent mechanism [36]. Although these cellular mechanisms have been hypothesized, the gene(s) underlying them have not been identified.

Our analysis identified two QTLs for PQ senstivity; one located within a 20 cM (100∼120 Mb) interval of Chr 5 and the other within a 20 cM (15∼35 Mb) interval of Chr 14. To better define genes in these regions that may contribute to differential sensitivity to PQ-induced SNpc neuronal loss we used several criteria. First, we used an unbiased approach to identify genes that are differentially expressed in the substantia nigra and striatum of the parental strains. Although a number of genes meet our criteria of a 25% difference in expression, we further filtered results based upon the known function of the genes and possible relations to a function that could modulate PQ effects. We also flagged any candidates identified in previous genome-wide association studies of humans. The latter approach highlighted diacylglycerol kinase, theta 110 kDa (DGKQ), a gene that has a strong association in patients of Dutch decent with familial [37] and sporadic [38] Parkinson's disease Inhibition of DGKQ activity attenuates the binding of SF1 to the CYP17 promoter, subsequently inhibiting cAMP-dependent CYP17 transcription. CYP17 is a member of the P450 proteins that function as xenobiotic metabolizing enzymes [39], which act in the modulation of free radicals in the nervous system [40]. Other genes within the QTL were implicated by their known function; where modulation of these activities have been implicated in the pathogenesis of Parkinson's disease. Examples of these genes include Spp1 and Hspb8, each of which has been implicated in the inflammatory, oxidative, and nitrosylative stress response to insult [41]. Spp1 encodes the osteopontin protein that is expressed in the SNpc [42] and its absence has been shown to be neuroprotective in the MPTP model of experimental parkinsonism [43]. Hspb8 encodes a heat shock protein that forms a complex BAG3 [44]. When overexpressed, this HSPB8-BAG3 complex functions in the clearance of mutated aggregation-prone proteins including alpha-synuclein [45], whose accumulation is a hallmark of Parkinson's disease [46].

Other genes in these QTLs function in processes thought to be important to neuronal survival following injury. There is higher expression in genes involved in energy production and gluconeogenesis in the SN, where their gene products function to increase production of ATP, and indirectly (Adk) or directly (Hscb) contribute to protection from oxidative stress [44], [47], [48]—a critical process in SNpc DA neuroprotection [5], [49], [50]. Additionally, Ppp3cb, which encodes a subunit the calcineurin, is a protein that is highly expressed in the SN [51] and functions as a phosphatase that modulates synaptic plasticity and cell death [52], [53]. Lower levels of the citron mRNA are seen in both SN and striatum of SWR mice exposed to PQ compared to C57BL/6J. Citron acts as a rho/rac binding protein that regulates activity of RhoA. Inhibition of RhoA is associated with repair of axonal processes [54] and has been shown to increase its expression in brain after treatment with the complex I inhibitor rotenone [55]. Conversely, citron levels are reduced in animals exposed to environmental enrichment [56], which has been shown to be neuroprotective [57].

A third class of genes differentially expressed between C57BL/6J and SWR/J following PQ administration are in the inflammatory pathway. Nos1, a gene encoding neuronal nitric oxide synthase, functions to catalyze the production of nitric oxide (NO) from L-arginine. Inhibition of nNOS in neuronal cells lines increases the toxicity of MPP+ [58], suggesting that the higher mRNA expression levels seen in the SWR striatum would be neuroprotective.

We also noted the presence of sequence within the Chr 5 QTL that encodes a sequence that appears to be glutathione S-transferase mu (Gstm1) pseudogene. Pseudogenes resemble their cognate genes, but for the most part are not translated into functional proteins. Although they often lack introns, likely as a function of their generation through retrotransposition, these sequences are not likely to be “junk DNA” as previously thought [59]. Recent evidence suggests that they can play a role in the regulation of their related coded gene [60], [61], [62]. Gstm1 is a member of the GST superfamily, that function as phase II detoxification enzymes that catalyze the conjugation of glutathione and electrophiles [63]. Gstm1 is one of seven members in a closely associated gene cluster located on mouse Chr3 [64]. Gstm1 is expressed in brain [65], and in the substantia nigra is seen in both dopaminergic neurons and astrocytes [66] and has been implication in control of dopamine metabolism [67] that could have implications in the etiology of Parkinson's disease.

In a previous QTL examining sensitivity to the parkinsonian agent MPTP, we identified a single QTL called Mptp1, located on Chr1 [15] and a strong candidate gene, glutathione S-transferase pi (Gstp1). Gstp1 is a member of the same GST superfamily as Gstm1 and also functions as a phase II detoxification enzyme. The location of the two significant QTLs in this study do not map to the Mptp1 QTL, although the same two mouse strains show a similar phenotype after treatment with MPTP and PQ including loss of DA neurons and induction of micro-and astrogliosis. This difference is, however, not unexpected since the mechanism of action of MPTP, which involves blockade of complex I of the electron transport chain leading to generation of free radicals [68], has been shown to be different from PQ, which is a direct redox generator [8]. It would be interesting to determine if the effects of these two xenobiotics are synergistic, suggesting that there are independent populations of SNpc dopamine neurons that are sensitive to different xenobiotic insults and thus different interventions would be necessary for each xenobiotic. However, if PQ, MPTP or other exogenous agents (i.e. rotenone) kill the same populations of SNpc dopamine neurons, independent of the mechanism that initiates the cell death, one could concentrate on developing a general therapy to reduce oxidative stress in the brain as a method for protecting against or slowing the progress of the SNpc dopamine neuron death.

Supporting Information

Table S1.

Differential Gene Expression in Substantia Nigra and Striatum on mChr 5.

https://doi.org/10.1371/journal.pone.0029447.s001

(DOCX)

Table S2.

Differential Gene Expression in Substantia Nigra and Striatum on mChr 14.

https://doi.org/10.1371/journal.pone.0029447.s002

(DOCX)

Author Contributions

Conceived and designed the experiments: RJS RWW. Performed the experiments: YJ LL RJS. Analyzed the data: YJ LL RWW RJS. Wrote the paper: RWW RJS.

References

  1. 1. Duvoisin RC (1999) Genetic and environmental factors in Parkinson's disease. Advances in Neurology 80: 161–163.RC Duvoisin1999Genetic and environmental factors in Parkinson's disease.Advances in Neurology80161163
  2. 2. Gasser T (2001) Genetics of Parkinson's disease. J Neurol 248: 833–840.T. Gasser2001Genetics of Parkinson's disease.J Neurol248833840
  3. 3. Williams AC, Smith ML, Waring RH, Ramsden DB (1999) Idiopathic Parkinson's disease: a genetic and environmental model. Advances in Neurology 80: 215–218.AC WilliamsML SmithRH WaringDB Ramsden1999Idiopathic Parkinson's disease: a genetic and environmental model.Advances in Neurology80215218
  4. 4. Payami H, Zareparsi S (1998) Genetic epidemiology of Parkinson's disease. Journal of Geriatric Psychiatry & Neurology 11: 98–106.H. PayamiS. Zareparsi1998Genetic epidemiology of Parkinson's disease.Journal of Geriatric Psychiatry & Neurology1198106
  5. 5. Jenner P (2003) Oxidative stress in Parkinson's disease. Ann Neurol 53: Suppl 3S26–36; discussion S36–28.P. Jenner2003Oxidative stress in Parkinson's disease.Ann Neurol53Suppl 3S2636; discussion S36–28
  6. 6. Przedborski S, Jackson-Lewis V, Vila M, Wu du C, Teismann P, et al. (2003) Free radical and nitric oxide toxicity in Parkinson's disease. Adv Neurol 91: 83–94.S. PrzedborskiV. Jackson-LewisM. VilaC. Wu duP. Teismann2003Free radical and nitric oxide toxicity in Parkinson's disease.Adv Neurol918394
  7. 7. Richardson JR, Quan Y, Sherer TB, Greenamyre JT, Miller GW (2005) Paraquat neurotoxicity is distinct from that of MPTP and rotenone. Toxicol Sci 88: 193–201.JR RichardsonY. QuanTB ShererJT GreenamyreGW Miller2005Paraquat neurotoxicity is distinct from that of MPTP and rotenone.Toxicol Sci88193201
  8. 8. Bonneh-Barkay D, Reaney SH, Langston WJ, Di Monte DA (2005) Redox cycling of the herbicide paraquat in microglial cultures. Mol Brain Res 134: 52–56.D. Bonneh-BarkaySH ReaneyWJ LangstonDA Di Monte2005Redox cycling of the herbicide paraquat in microglial cultures.Mol Brain Res1345256
  9. 9. Yumino K, Kawakami I, Tamura M, Hayashi T, Nakamura M (2002) Paraquat- and diquat-induced oxygen radical generation and lipid peroxidation in rat brain microsomes. J Biochem (Tokyo) 131: 565–570.K. YuminoI. KawakamiM. TamuraT. HayashiM. Nakamura2002Paraquat- and diquat-induced oxygen radical generation and lipid peroxidation in rat brain microsomes.J Biochem (Tokyo)131565570
  10. 10. Mitra N, Mohanakumar KP, Ganguly DK (1994) Resistance of golden hamster to 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine: relationship with low levels of regional monoamine oxidase B. Journal Of Neurochemistry 62: 1906–1912.N. MitraKP MohanakumarDK Ganguly1994Resistance of golden hamster to 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine: relationship with low levels of regional monoamine oxidase B.Journal Of Neurochemistry6219061912
  11. 11. Riachi NJ, Harik SI (1988) Strain differences in systemic 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine neurotoxicity in mice correlate best with monoamine oxidase activity at the blood-brain barrier. Life Sci 42: 2359–2363.NJ RiachiSI Harik1988Strain differences in systemic 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine neurotoxicity in mice correlate best with monoamine oxidase activity at the blood-brain barrier.Life Sci4223592363
  12. 12. Sundstrom E, Stromberg I, Tsutsumi T, Olson L, Jonsson G (1987) Studies on the effect of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) on central catacholamine neurons in C57Bl/6 mice. Comparison with three other strains of mice. Brain Res 405: 26–38.E. SundstromI. StrombergT. TsutsumiL. OlsonG. Jonsson1987Studies on the effect of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) on central catacholamine neurons in C57Bl/6 mice. Comparison with three other strains of mice.Brain Res4052638
  13. 13. Williams RW (1998) Neuroscience meets quantitative genetics: Using Morphometric data to map genes that modulate CNS architecture. RW Williams1998Neuroscience meets quantitative genetics: Using Morphometric data to map genes that modulate CNS architecture.Nervenet Website, available at: http://www.nervenet.org/papers/shortcourse98.html. Last viewed Nov. 30, 2011. Nervenet Website, available at: http://www.nervenet.org/papers/shortcourse98.html. Last viewed Nov. 30, 2011.
  14. 14. Crusio W (1992) Quantitative genetics. In: Goldowitz DWD, Wimer RE, editors. Techniques for the genetic analysis of brain and behavior. Amsterdam: Elsevier. pp. 231–250.W. Crusio1992Quantitative genetics.DWD GoldowitzRE WimerTechniques for the genetic analysis of brain and behaviorAmsterdamElsevier231250
  15. 15. Cook R, Lu L, Gu J, Williams RW, Smeyne RJ (2003) Identification of a single QTL, Mptp1, for susceptibility to MPTP-induced substantia nigra pars compacta neuron loss in mice. Brain Res Mol Brain Res 110: 279–288.R. CookL. LuJ. GuRW WilliamsRJ Smeyne2003Identification of a single QTL, Mptp1, for susceptibility to MPTP-induced substantia nigra pars compacta neuron loss in mice.Brain Res Mol Brain Res110279288
  16. 16. Baquet ZC, Williams D, Brody J, Smeyne RJ (2009) A comparison of model-based (2D) and design-based (3D) stereological methods for estimating cell number in the substantia nigra pars compacta (SNpc) of the C57BL/6J Mouse. Neuroscience 161: 1082–1090.ZC BaquetD. WilliamsJ. BrodyRJ Smeyne2009A comparison of model-based (2D) and design-based (3D) stereological methods for estimating cell number in the substantia nigra pars compacta (SNpc) of the C57BL/6J Mouse.Neuroscience16110821090
  17. 17. Manly KF, Cudmore RH Jr, Meer JM (2001) Map Manager QTX, cross-platform software for genetic mapping. Mamm Genome 12: 930–932.KF ManlyRH Cudmore JrJM Meer2001Map Manager QTX, cross-platform software for genetic mapping.Mamm Genome12930932
  18. 18. Paxinos G, Franklin KBJ (2001) The Mouse Brain in Stereotaxic Coordinates. San Diego: Academic Press. G. PaxinosKBJ Franklin2001The Mouse Brain in Stereotaxic CoordinatesSan DiegoAcademic Press
  19. 19. Hamre K, Tharp R, Poon K, Xiong X, Smeyne RJ (1999) Differential strain susceptibility following 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) administration acts in an autosomal dominant fashion: quantitative analysis in seven strains of Mus musculus. Brain Res 828: 91–103.K. HamreR. TharpK. PoonX. XiongRJ Smeyne1999Differential strain susceptibility following 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) administration acts in an autosomal dominant fashion: quantitative analysis in seven strains of Mus musculus.Brain Res82891103
  20. 20. Yin L, Lu L, Prasad K, Richfield EK, Unger EL, et al. (2011) Genetic-based, differential susceptibility to paraquat neurotoxicity in mice. Neurotoxicol Teratol 33: 415–421.L. YinL. LuK. PrasadEK RichfieldEL Unger2011Genetic-based, differential susceptibility to paraquat neurotoxicity in mice.Neurotoxicol Teratol33415421
  21. 21. Sonsalla PK, Heikkila RE (1988) Neurotoxic effects of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) and methamphetamine in several strains of mice. Prog Neuropsychopharmacol Biol Psychiatry 12: 345–354.PK SonsallaRE Heikkila1988Neurotoxic effects of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) and methamphetamine in several strains of mice.Prog Neuropsychopharmacol Biol Psychiatry12345354
  22. 22. Sedelis M, Hofele K, Auburger GW, Morgan S, Huston JP, et al. (2000) Evidence for resistance to MPTP in C57BL/6×BALB/c F1 hybrids as compared with their progenitor strains. Neuroreport 11: 1093–1096.M. SedelisK. HofeleGW AuburgerS. MorganJP Huston2000Evidence for resistance to MPTP in C57BL/6×BALB/c F1 hybrids as compared with their progenitor strains.Neuroreport1110931096
  23. 23. Smeyne M, Goloubeva O, Smeyne RJ (2001) Strain–dependent susceptibility to MPTP and MPP+-induced Parkinsonism is determined by glia. Glia 74: 73–80.M. SmeyneO. GoloubevaRJ Smeyne2001Strain–dependent susceptibility to MPTP and MPP+-induced Parkinsonism is determined by glia.Glia747380
  24. 24. Peter B, Wartena M, Kampinga HH, Konings AW (1992) Role of lipid peroxidation and DNA damage in paraquat toxicity and the interaction of paraquat with ionizing radiation. Biochem Pharmacol 43: 705–715.B. PeterM. WartenaHH KampingaAW Konings1992Role of lipid peroxidation and DNA damage in paraquat toxicity and the interaction of paraquat with ionizing radiation.Biochem Pharmacol43705715
  25. 25. Cocheme HM, Murphy MP (2008) Complex I is the major site of mitochondrial superoxide production by paraquat. J Biol Chem 283: 1786–1798.HM CochemeMP Murphy2008Complex I is the major site of mitochondrial superoxide production by paraquat.J Biol Chem28317861798
  26. 26. Fukushima T, Yamada K, Hojo N, Isobe A, Shiwaku K, et al. (1994) Mechanism of cytotoxicity of paraquat. III. The effects of acute paraquat exposure on the electron transport system in rat mitochondria. Exp Toxicol Pathol 46: 437–441.T. FukushimaK. YamadaN. HojoA. IsobeK. Shiwaku1994Mechanism of cytotoxicity of paraquat. III. The effects of acute paraquat exposure on the electron transport system in rat mitochondria.Exp Toxicol Pathol46437441
  27. 27. Shimizu K, Ohtaki K, Matsubara K, Aoyama K, Uezono T, et al. (2001) Carrier-mediated processes in blood–brain barrier penetration and neural uptake of paraquat. Brain Res 906: 135–142.K. ShimizuK. OhtakiK. MatsubaraK. AoyamaT. Uezono2001Carrier-mediated processes in blood–brain barrier penetration and neural uptake of paraquat.Brain Res906135142
  28. 28. Costello S, Cockburn M, Bronstein J, Zhang X, Ritz B (2009) Parkinson's disease and residential exposure to maneb and paraquat from agricultural applications in the central valley of California. Am J Epidemiol 169: 919–926.S. CostelloM. CockburnJ. BronsteinX. ZhangB. Ritz2009Parkinson's disease and residential exposure to maneb and paraquat from agricultural applications in the central valley of California.Am J Epidemiol169919926
  29. 29. Dhillon AS, Tarbutton GL, Levin JL, Plotkin GM, Lowry LK, et al. (2008) Pesticide/environmental exposures and Parkinson's disease in East Texas. J Agromedicine 13: 37–48.AS DhillonGL TarbuttonJL LevinGM PlotkinLK Lowry2008Pesticide/environmental exposures and Parkinson's disease in East Texas.J Agromedicine133748
  30. 30. Tanner CM, Kamel F, Ross GW, Hoppin JA, Goldman SM, et al. (2011) Rotenone, paraquat, and Parkinson's disease. Environ Health Perspect 119: 866–872.CM TannerF. KamelGW RossJA HoppinSM Goldman2011Rotenone, paraquat, and Parkinson's disease.Environ Health Perspect119866872
  31. 31. Liou HH, Chen RC, Tsai YF, Chen WP, Chang YC, et al. (1996) Effects of paraquat on the substantia nigra of the wistar rats: neurochemical, histological, and behavioral studies. Toxicol Appl Pharmacol 137: 34–41.HH LiouRC ChenYF TsaiWP ChenYC Chang1996Effects of paraquat on the substantia nigra of the wistar rats: neurochemical, histological, and behavioral studies.Toxicol Appl Pharmacol1373441
  32. 32. Peng J, Mao XO, Stevenson FF, Hsu M, Andersen JK (2004) The herbicide paraquat induces dopaminergic nigral apoptosis through sustained activation of the JNK pathway. J Biol Chem 279: 32626–32632.J. PengXO MaoFF StevensonM. HsuJK Andersen2004The herbicide paraquat induces dopaminergic nigral apoptosis through sustained activation of the JNK pathway.J Biol Chem2793262632632Epub 32004 May 32620. Epub 32004 May 32620.
  33. 33. Damier P, Kastner A, Agid Y, Hirsch EC (1996) Does monoamine oxidase type B play a role in dopaminergic nerve cell death in Parkinson's disease? Neurology 46: 1262–1269.P. DamierA. KastnerY. AgidEC Hirsch1996Does monoamine oxidase type B play a role in dopaminergic nerve cell death in Parkinson's disease?Neurology4612621269
  34. 34. Kim WG, Mohney RP, Wilson B, Jeohn GH, Liu B, et al. (2000) Regional difference in susceptibility to lipopolysaccharide-induced neurotoxicity in the rat brain: role of microglia. J Neurosci 20: 6309–6316.WG KimRP MohneyB. WilsonGH JeohnB. Liu2000Regional difference in susceptibility to lipopolysaccharide-induced neurotoxicity in the rat brain: role of microglia.J Neurosci2063096316
  35. 35. Andersen JK (2001) Do alterations in glutathione and iron levels contribute to pathology associated with Parkinson's disease? Novartis Found Symp 235: 11–20; discussion 20-15.JK Andersen2001Do alterations in glutathione and iron levels contribute to pathology associated with Parkinson's disease?Novartis Found Symp2351120; discussion 20-15
  36. 36. Ethell DW, Fei Q (2009) Parkinson-linked genes and toxins that affect neuronal cell death through the Bcl-2 family. Antioxid Redox Signal 11: 529–540.DW EthellQ. Fei2009Parkinson-linked genes and toxins that affect neuronal cell death through the Bcl-2 family.Antioxid Redox Signal11529540
  37. 37. Pankratz N, Wilk JB, Latourelle JC, DeStefano AL, Halter C, et al. (2009) Genomewide association study for susceptibility genes contributing to familial Parkinson disease. Hum Genet 124: 593–605.N. PankratzJB WilkJC LatourelleAL DeStefanoC. Halter2009Genomewide association study for susceptibility genes contributing to familial Parkinson disease.Hum Genet124593605
  38. 38. Simon-Sanchez J, van Hilten JJ, van de Warrenburg B, Post B, Berendse HW, et al. (2011) Genome-wide association study confirms extant PD risk loci among the Dutch. Eur J Hum Genet 19: 655–661.J. Simon-SanchezJJ van HiltenB. van de WarrenburgB. PostHW Berendse2011Genome-wide association study confirms extant PD risk loci among the Dutch.Eur J Hum Genet19655661
  39. 39. Dutheil F, Jacob A, Dauchy S, Beaune P, Scherrmann JM, et al. (2010) ABC transporters and cytochromes P450 in the human central nervous system: influence on brain pharmacokinetics and contribution to neurodegenerative disorders. Expert Opin Drug Metab Toxicol 6: 1161–1174.F. DutheilA. JacobS. DauchyP. BeauneJM Scherrmann2010ABC transporters and cytochromes P450 in the human central nervous system: influence on brain pharmacokinetics and contribution to neurodegenerative disorders.Expert Opin Drug Metab Toxicol611611174
  40. 40. Shahabi HN, Andersson DR, Nissbrandt H (2008) Cytochrome P450 2E1 in the substantia nigra: relevance for dopaminergic neurotransmission and free radical production. Synapse 62: 379–388.HN ShahabiDR AnderssonH. Nissbrandt2008Cytochrome P450 2E1 in the substantia nigra: relevance for dopaminergic neurotransmission and free radical production.Synapse62379388
  41. 41. Denhardt DT, Guo X (1993) Osteopontin: a protein with diverse functions. Faseb J 7: 1475–1482.DT DenhardtX. Guo1993Osteopontin: a protein with diverse functions.Faseb J714751482
  42. 42. Iczkiewicz J, Jackson MJ, Smith LA, Rose S, Jenner P (2006) Osteopontin expression in substantia nigra in MPTP-treated primates and in Parkinson's disease. Brain Res 1118: 239–250.J. IczkiewiczMJ JacksonLA SmithS. RoseP. Jenner2006Osteopontin expression in substantia nigra in MPTP-treated primates and in Parkinson's disease.Brain Res1118239250
  43. 43. Maetzler W, Berg D, Schalamberidze N, Melms A, Schott K, et al. (2007) Osteopontin is elevated in Parkinson's disease and its absence leads to reduced neurodegeneration in the MPTP model. Neurobiol Dis 25: 473–482.W. MaetzlerD. BergN. SchalamberidzeA. MelmsK. Schott2007Osteopontin is elevated in Parkinson's disease and its absence leads to reduced neurodegeneration in the MPTP model.Neurobiol Dis25473482
  44. 44. Seidel K, Vinet J, den Dunnen WF, Brunt ER, Meister M, et al. (2011) The HSPB8-BAG3 chaperone complex is upregulated in astrocytes in the human brain affected by protein aggregation diseases. Neuropathol Appl Neurobiol. K. SeidelJ. VinetWF den DunnenER BruntM. Meister2011The HSPB8-BAG3 chaperone complex is upregulated in astrocytes in the human brain affected by protein aggregation diseases.Neuropathol Appl Neurobiol
  45. 45. Bruinsma IB, Bruggink KA, Kinast K, Versleijen AAM, Segers-Nolten IMJ, et al. (2011) Inhibition of α-synuclein aggregation by small heat shock proteins. Proteins: Structure, Function, and Bioinformatics: n/a-n/a. IB BruinsmaKA BrugginkK. KinastAAM VersleijenIMJ Segers-Nolten2011Inhibition of α-synuclein aggregation by small heat shock proteinsProteinsStructure, Function, and Bioinformatics: n/a-n/a
  46. 46. Duda JE, Lee VM, Trojanowski JQ (2000) Neuropathology of synuclein aggregates. J Neurosci Res 61: 121–127.JE DudaVM LeeJQ Trojanowski2000Neuropathology of synuclein aggregates.J Neurosci Res61121127
  47. 47. Lavoinne A, Buc HA, Claeyssens S, Pinosa M, Matray F (1987) The mechanism by which adenosine decreases gluconeogenesis from lactate in isolated rat hepatocytes. Biochem J 246: 449–454.A. LavoinneHA BucS. ClaeyssensM. PinosaF. Matray1987The mechanism by which adenosine decreases gluconeogenesis from lactate in isolated rat hepatocytes.Biochem J246449454
  48. 48. Lund P, Cornell NW, Krebs HA (1975) Effect of adenosine on the adenine nucleotide content and metabolism of hepatocytes. Biochem J 152: 593–599.P. LundNW CornellHA Krebs1975Effect of adenosine on the adenine nucleotide content and metabolism of hepatocytes.Biochem J152593599
  49. 49. Chan CS, Gertler TS, Surmeier DJ (2010) A molecular basis for the increased vulnerability of substantia nigra dopamine neurons in aging and Parkinson's disease. Mov Disord 25: Suppl 1S63–70.CS ChanTS GertlerDJ Surmeier2010A molecular basis for the increased vulnerability of substantia nigra dopamine neurons in aging and Parkinson's disease.Mov Disord25Suppl 1S6370
  50. 50. Vali S, Mythri RB, Jagatha B, Padiadpu J, Ramanujan KS, et al. (2007) Integrating glutathione metabolism and mitochondrial dysfunction with implications for Parkinson's disease: a dynamic model. Neuroscience 149: 917–930.S. ValiRB MythriB. JagathaJ. PadiadpuKS Ramanujan2007Integrating glutathione metabolism and mitochondrial dysfunction with implications for Parkinson's disease: a dynamic model.Neuroscience149917930
  51. 51. Polli JW, Billingsley ML, Kincaid RL (1991) Expression of the calmodulin-dependent protein phosphatase, calcineurin, in rat brain: developmental patterns and the role of nigrostriatal innervation. Brain Res Dev Brain Res 63: 105–119.JW PolliML BillingsleyRL Kincaid1991Expression of the calmodulin-dependent protein phosphatase, calcineurin, in rat brain: developmental patterns and the role of nigrostriatal innervation.Brain Res Dev Brain Res63105119
  52. 52. Simpkins JW, Yi KD, Yang SH (2009) Role of protein phosphatases and mitochondria in the neuroprotective effects of estrogens. Front Neuroendocrinol 30: 93–105.JW SimpkinsKD YiSH Yang2009Role of protein phosphatases and mitochondria in the neuroprotective effects of estrogens.Front Neuroendocrinol3093105
  53. 53. Yi KD, Cai ZY, Covey DF, Simpkins JW (2008) Estrogen receptor-independent neuroprotection via protein phosphatase preservation and attenuation of persistent extracellular signal-regulated kinase 1/2 activation. J Pharmacol Exp Ther 324: 1188–1195.KD YiZY CaiDF CoveyJW Simpkins2008Estrogen receptor-independent neuroprotection via protein phosphatase preservation and attenuation of persistent extracellular signal-regulated kinase 1/2 activation.J Pharmacol Exp Ther32411881195
  54. 54. Gross RE, Mei Q, Gutekunst CA, Torre E (2007) The pivotal role of RhoA GTPase in the molecular signaling of axon growth inhibition after CNS injury and targeted therapeutic strategies. Cell Transplant 16: 245–262.RE GrossQ. MeiCA GutekunstE. Torre2007The pivotal role of RhoA GTPase in the molecular signaling of axon growth inhibition after CNS injury and targeted therapeutic strategies.Cell Transplant16245262
  55. 55. Sanchez M, Gastaldi L, Remedi M, Caceres A, Landa C (2008) Rotenone-induced toxicity is mediated by Rho-GTPases in hippocampal neurons. Toxicol Sci 104: 352–361.M. SanchezL. GastaldiM. RemediA. CaceresC. Landa2008Rotenone-induced toxicity is mediated by Rho-GTPases in hippocampal neurons.Toxicol Sci104352361
  56. 56. Rampon C, Jiang CH, Dong H, Tang YP, Lockhart DJ, et al. (2000) Effects of environmental enrichment on gene expression in the brain. Proc Natl Acad Sci U S A 97: 12880–12884.C. RamponCH JiangH. DongYP TangDJ Lockhart2000Effects of environmental enrichment on gene expression in the brain.Proc Natl Acad Sci U S A971288012884
  57. 57. Faherty CJ, Raviie Shepherd K, Herasimtschuk A, Smeyne RJ (2005) Environmental enrichment in adulthood eliminates neuronal death in experimental Parkinsonism. Brain Res Mol Brain Res 134: 170–179.CJ FahertyK. Raviie ShepherdA. HerasimtschukRJ Smeyne2005Environmental enrichment in adulthood eliminates neuronal death in experimental Parkinsonism.Brain Res Mol Brain Res134170179
  58. 58. Brzozowski MJ, Alcantara SL, Iravani MM, Rose S, Jenner P (2011) The effect of nNOS inhibitors on toxin-induced cell death in dopaminergic cell lines depends on the extent of enzyme expression. Brain Res 1404: 21–30.MJ BrzozowskiSL AlcantaraMM IravaniS. RoseP. Jenner2011The effect of nNOS inhibitors on toxin-induced cell death in dopaminergic cell lines depends on the extent of enzyme expression.Brain Res14042130
  59. 59. Gogvadze E, Buzdin A (2009) Retroelements and their impact on genome evolution and functioning. Cell Mol Life Sci 66: 3727–3742.E. GogvadzeA. Buzdin2009Retroelements and their impact on genome evolution and functioning.Cell Mol Life Sci6637273742
  60. 60. Korneev SA, Park JH, O'Shea M (1999) Neuronal expression of neural nitric oxide synthase (nNOS) protein is suppressed by an antisense RNA transcribed from an NOS pseudogene. J Neurosci 19: 7711–7720.SA KorneevJH ParkM. O'Shea1999Neuronal expression of neural nitric oxide synthase (nNOS) protein is suppressed by an antisense RNA transcribed from an NOS pseudogene.J Neurosci1977117720
  61. 61. Werner A, Carlile M, Swan D (2009) What do natural antisense transcripts regulate? RNA Biol 6: 43–48.A. WernerM. CarlileD. Swan2009What do natural antisense transcripts regulate?RNA Biol64348
  62. 62. Pavlicek A, Gentles AJ, Paces J, Paces V, Jurka J (2006) Retroposition of processed pseudogenes: the impact of RNA stability and translational control. Trends Genet 22: 69–73.A. PavlicekAJ GentlesJ. PacesV. PacesJ. Jurka2006Retroposition of processed pseudogenes: the impact of RNA stability and translational control.Trends Genet226973
  63. 63. Townsend DM, Tew KD (2003) The role of glutathione-S-transferase in anti-cancer drug resistance. Oncogene 22: 7369–7375.DM TownsendKD Tew2003The role of glutathione-S-transferase in anti-cancer drug resistance.Oncogene2273697375
  64. 64. Hayes KR, Young BM, Pletcher MT (2009) Expression quantitative trait loci mapping identifies new genetic models of glutathione S-transferase variation. Drug Metab Dispos 37: 1269–1276.KR HayesBM YoungMT Pletcher2009Expression quantitative trait loci mapping identifies new genetic models of glutathione S-transferase variation.Drug Metab Dispos3712691276
  65. 65. Beiswanger CM, Diegmann MH, Novak RF, Philbert MA, Graessle TL, et al. (1995) Developmental changes in the cellular distribution of glutathione and glutathione S-transferases in the murine nervous system. Neurotoxicology 16: 425–440.CM BeiswangerMH DiegmannRF NovakMA PhilbertTL Graessle1995Developmental changes in the cellular distribution of glutathione and glutathione S-transferases in the murine nervous system.Neurotoxicology16425440
  66. 66. Smeyne M, Boyd J, Raviie Shepherd K, Jiao Y, Pond BB, et al. (2007) GSTpi expression mediates dopaminergic neuron sensitivity in experimental parkinsonism. Proc Natl Acad Sci U S A 104: 1977–1982.M. SmeyneJ. BoydK. Raviie ShepherdY. JiaoBB Pond2007GSTpi expression mediates dopaminergic neuron sensitivity in experimental parkinsonism.Proc Natl Acad Sci U S A10419771982
  67. 67. Dagnino-Subiabre A, Cassels BK, Baez S, Johansson AS, Mannervik B, et al. (2000) Glutathione transferase M2-2 catalyzes conjugation of dopamine and dopa o-quinones. Biochem Biophys Res Commun 274: 32–36.A. Dagnino-SubiabreBK CasselsS. BaezAS JohanssonB. Mannervik2000Glutathione transferase M2-2 catalyzes conjugation of dopamine and dopa o-quinones.Biochem Biophys Res Commun2743236
  68. 68. Smeyne RJ, Jackson-Lewis V (2005) The MPTP model of Parkinson's disease. Brain Res Mol Brain Res 134: 57–66.RJ SmeyneV. Jackson-Lewis2005The MPTP model of Parkinson's disease.Brain Res Mol Brain Res1345766