Abstract
Dopaminergic neurons of the substantia nigra are selectively vulnerable to mitochondrial dysfunction, which is hypothesized to be an early and fundamental pathogenic mechanism in Parkinson’s disease (PD). Mitochondrial function depends on the successful import of nuclear-encoded proteins, many of which are transported through the TOM20–TOM22 outer mitochondrial membrane import receptor machinery. Recent data suggests that post-translational modifications of α-synuclein promote its interaction with TOM20 at the outer mitochondrial membrane and thereby inhibit normal protein import, leading to dysfunction, and death of dopaminergic neurons. As such, preservation of mitochondrial import in the face of α-synuclein accumulation might be a strategy to prevent dopaminergic neurodegeneration, however, this is difficult to assess using current in vivo models of PD. To this end, we established an exogenous co-expression system, utilizing AAV2 vectors to overexpress human α-synuclein and TOM20, individually or together, in the adult Lewis rat substantia nigra to assess whether TOM20 overexpression attenuates α-synuclein-induced dopaminergic neurodegeneration. Twelve weeks after viral injection, we observed that AAV2-TOM20 expression was sufficient to prevent loss of nigral dopaminergic neurons caused by AAV2-αSyn overexpression. The observed TOM20-mediated dopaminergic neuron preservation appeared to be due, in part, to the rescued expression (and presumed import) of nuclear-encoded mitochondrial electron transport chain proteins that were inhibited by α-synuclein overexpression. In addition, TOM20 overexpression rescued the expression of the chaperone protein GRP75/mtHSP70/mortalin, a stress-response protein involved in α-synuclein-induced injury. Collectively, these data indicate that TOM20 expression prevents α-synuclein-induced mitochondrial dysfunction, which is sufficient to rescue dopaminergic neurons in the adult rat brain.
Subject terms: Neuroscience, Parkinson's disease
Introduction
Among the characteristic molecular pathologies of Parkinson’s disease (PD) is the accumulation of α-synuclein within nigrostriatal dopaminergic neurons. In parallel, these neurons exhibit mitochondrial dysfunction which, in turn, has downstream consequences, including oxidative stress, inflammatory activation, impaired protein trafficking and degradation, and disrupted cellular signaling. Recently, we described a mechanism by which α-synuclein directly interacts with the mitochondrial translocase of the outer membrane (TOM) receptor, TOM20, and reduces import of proteins which contain an N-terminal mitochondrial targeting signal (MTS)1. These data showed that oligomeric, and post-translationally modified α-synuclein (oxidized, or dopamine modified), but not monomeric or nitrated α-synuclein, bind to TOM20 and prevent its association with TOM22, a key step in formation of the TOM complex that is necessary for protein import1. Because mitochondria must import approximately 99% of the proteins they contain2,3, blockade of mitochondrial protein import by toxic species of α-synuclein may be an early and important contributing factor to dopaminergic neurodegeneration4,5
In rodent studies, overexpression of monomeric wildtype α-synuclein within the substantia nigra either through viral-mediated expression of SNCA or direct α-synuclein particle seeding, results in degeneration of dopaminergic neurons and their terminal projections to the striatum6–8. α-Synuclein accumulation and mitochondrial dysfunction are both implicated as mechanisms that contribute to dopaminergic neurodegeneration in PD4,9–12. Thus, the interaction between α-synuclein and TOM20-mediated protein import may be central to dopaminergic neuron dysfunction and death. Conversely, blocking this mechanism of cellular dysfunction may provide a therapeutic strategy to rescue dopaminergic neurons at an early point in disease pathogenesis.
To this end, we overexpressed human TOM20 in the substantia nigra pars compacta (SNpc) using an adeno-associated (AAV)2-TOM20 vector, injected unilaterally in adult Lewis rats. AAV2-TOM20 was co-expressed with either AAV2-GFP (control) or AAV2-αSyn. Similar to previous reports, AAV2-αSyn treatment caused significant loss of dopaminergic neurons following 12 weeks of viral incubation, and surviving cells contained both soluble and insoluble α-synuclein aggregates that correspond to human Lewy pathology13–15. Co-expression of AAV2-TOM20 with AAV2-αSyn did not reduce α-synuclein expression or accumulation within cells of the SNpc, however, it did result in neuroprotection against dopaminergic cell death. In conjunction, AAV2-TOM20 treatment rescued the expression of nuclear-encoded proteins in this in vivo, proof-of-principal study examining the interaction of α-synuclein and mitochondrial function within dopaminergic neurons.
Results
Characterization of AAV2-mediated TOM20 and α-synuclein overexpression
Adult (10-month-old) male Lewis rats were randomly assigned into three treatment groups and received a combination of two AAV2 viral vectors: AAV2-TOM20/GFP (control), AAV2-αSyn/GFP (disease control), or AAV2-TOM20/αSyn (Fig. 1a and Supplemental Fig. 1). Following vector infusion, animals were monitored over a 12-week period, previously established for maximum AAV2-mediated α-synuclein expression to occur (Fig. 1b)16. Midbrain histological analyses revealed a robust protein overexpression with each viral vector (human TOM20, GFP, or human αSyn) in the substantia nigra ipsilateral to the stereotactic injection (Fig. 1c, d).
Animals that received AAV2-αSyn/GFP or AAV2-TOM20/αSyn injections displayed a robust expression of human α-synuclein protein with the neurons of the substantia nigra, which was absent in the AAV2-TOM20/GFP control group (Fig. 2a, b). Midbrain tissue from animals expressing human AAV2-TOM20/αSyn was incubated with proteinase K, which revealed a fraction of insoluble α-synuclein protein aggregates following 12 weeks of viral vector incubation within the ipsilateral injection hemisphere (Fig. 2c). Animals receiving AAV2-TOM20/GFP or AAV2-TOM20/αSyn vectors expressed approximately 5-fold increase of TOM20 protein within dopaminergic neuron cell bodies (positive for tyrosine hydroxylase; TH) compared to animals that did not receive the TOM20 overexpression vector (AAV2-αSyn/GFP; Fig. 2d, e).
Vector-infused animals were assayed for motor behavioral changes during the 12-week incubation period using a postural instability test to identify unilateral motor movement deficits. Postural instability testing (PIT) revealed no significant difference between treatment groups over the course of the study (Supplemental Fig. 2a). A cylinder test was performed at the end of the 12-week incubation period; however, neither the total number of rears nor preferential paw placement (percent paw assymtry) was significantly affected by α-synuclein or TOM20 overexpression (Supplemental Fig. 2b, c). Similarly, no significant morbidity was observed in any treatment group during the 12-week time course of the study.
TOM20 overexpression is protective against α-synuclein-induced neurodegeneration
Striatal brain sections from injected animals were assessed for TH-positive terminal density and compared to the contralateral uninjected hemisphere. Animals receiving AAV2-αSyn/GFP vectors had ~40% reduced TH fiber density ipsilateral to virus injection (p = 0.0186), and this was prevented in animals that received TOM20 overexpression vector in conjunction with α-synuclein (AAV2-TOM20/αSyn; Fig. 3a, b). Similarly, dopaminergic neurons within the SNpc were significantly depleted (47% loss) by AAV2-mediated overexpression of α-synuclein (AAV2-αSyn/GFP; Fig. 3c, d); however, co-expression with TOM20 protected against α-synuclein-induced dopaminergic neuron cell death (p < 0.0001; AAV2-TOM20/αSyn). Thus, at the level of both the terminals and the cell bodies, TOM20 overexpression provided protection against α-synuclein.
Nuclear encoded mitochondrial protein expression impaired by α-synuclein is preserved by AAV2-TOM20
To determine whether TOM20 overexpression resulted in functional restoration of mitochondrial protein expression, we assayed for nuclear encoded electron transport chain (ETC) proteins imported through the TOM20–TOM22 complex: NADH:Ubiquinone Oxidoreductase Core Subunit S3 (NDUFS3), succinate dehydrogenase [ubiquinone] flavoprotein subunit, mitochondrial (SDHA), and cytochrome c oxidase/complex IV (COX-IV). Following vector infusion, dopaminergic neurons in the SN that were transduced with AAV2-αSyn/GFP expressed significantly reduced protein levels of NDUFS3 (86% loss; p < 0.01), SDHA (90% loss; p < 0.0001), and COX-IV (85% loss; p < 0.05), compared to transduced neurons in AAV2-TOM20/GFP-injected animals (Fig. 4a–f). In contrast, dopaminergic neurons that overexpressed both α-synuclein and TOM20 (AAV2-TOM20/αSyn) showed preserved expression of NDUFS3 (p < 0.05), SHDA (p < 0.01), and COX-IV (p < 0.05).
The expression of mitochondrial protein GRP75/mtHSP70 is stress-responsive
Another nuclear-encoded mitochondrial protein, GRP75/mtHSP70 (mortalin), is both imported through the TOM20–TOM22 channel and is reportedly upregulated in response to mitochondrial oxidative stress, which can be caused by α-synuclein toxicity4,17. Unlike the imported ETC proteins, mitochondrial expression GRP75 was not significantly affected by α-synuclein overexpression (30% loss; p = 0.5), however, the combined expression of α-synuclein and TOM20 (AAV2-TOM20/αSyn) caused a robust increase in GRP75 (5-fold increase; p < 0.0001) that colocalized with TOM20 in dopaminergic neurons (Fig. 5a, b). These data suggest that GRP75 imparts an important protective function in mitochondria damaged by α-synuclein accumulation, but GRP75 localization within the mitochondria is dependent on functional TOM20 import machinery.
To further investigate the stress-dependent response of GRP75 import into the mitochondria, we treated adult male Lewis rats with neutoroxin and prototypical complex I inhibitor rotenone, which results in significant mitochondrial dysfunction within dopaminergic neurons, including impared protein import1,18,19. Animals were given a daily intraperitoneal (i.p.) rotenone injection (2.8 mg/kg) over an acute time course (5 days), which results in a marked oxidative stress response, and the accumulation of endogenous α-synuclein within dopaminergic neurons, but does not cause dopaminergic neurodegeneration15. A separate cohort of adult male Lewis rats were administered “endpoint” or chronic rotenone treatment, in which animals are given a daily injection of rotenone (2.8 mg/kg) until they exhibit predefined motor-behavioral impairment, which coincides with dopaminergic neuron death in the substantia nigra20–22. Acute (5 Day ROT) treatment resulted in a significant increase in GRP75 protein within dopaminergic neurons of the SN (p = 0.0011), but GRP75 expression was significantly decreased (p = 0.001) in dopaminergic neurons of animals receiving chronic rotenone treatment (Endpoint ROT; Fig. 5c, d). Thus, elevated expression of GRP75 appears to be an early, possibly compensatory, response to mitochondrial stress, which cannot be sustained with prolonged or ongoing impairment, likely because of dysfunctional import into mitochondria.
Discussion
Post-translational modification (PTM) and oligomerization of α-synuclein are implicated in the mitochondrial dysfunction that may precede dopaminergic neurodegeneration in PD1. These “toxic” forms of the protein have been observed in postmortem brain tissue of individuals with idiopathic PD using assays for oligomeric23 and phosphorylated forms of α-synuclein12,24. In this context, we previously reported that oligomeric or PTM forms of α-synuclein bind to the TOM20 subunit of the TOM20–TOM22 import complex and block mitochondrial protein import, a process which we proposed could be a possible target for therapeutic intervention to prevent dopaminergic neurodegeneration in PD1. To this end, we have utilized a viral vector-mediated model of human α-synuclein overexpression in the SN of adult Lewis rats to reproduce accumulation of α-synuclein protein within dopaminergic neurons. By coexpressing TOM20 together with α-synuclein, we attempted to ameliorate impaired mitochondrial protein import deficits and thereby rescue dopaminergic neurons from α-synuclein-induced neurodegeneration. Our results confirm that α-synuclein overexpression causes nigrostriatal dopaminergic neurodegeneration, which is associated with loss of nuclear-encoded mitochondrial proteins1. Here, we report the novel in vivo finding that TOM20 overexpression restores levels of nuclear-encoded mitochondrial proteins, even in the face of continued α-synuclein overexpression, and protects these neurons against degeneration.
The mitochondrial genome encodes only 13 of the roughly 1300 proteins contained in the organelle. Therefore, mitochondria depend on specific import mechanisms to acquire 99% of their protein constituents25. Levels of inner membrane/matrix respiratory chain components essential for proper mitochondrial function, such as the iron–sulfur subunit of complex I, NDUFS3, the complex IV subunit, COXIV, and the complex II flavoprotein subunit, SDHA, were all markedly reduced by α-synuclein overexpression—and this was associated with nigrostriatal degeneration. In contrast, the combined expression of exogenous TOM20 with α-synuclein largely prevented the loss of nuclear encoded protein expression and protected against α-synuclein toxicity. The survival of SN neurons co-expressing TOM20 with α-synuclein indicates that sustained expression of the mitochondrial protein import machinery was sufficient to protect against α-synuclein-induced dopaminergic neuron death.
Nuclear-encoded proteins destined for mitochondrial import via the TOM20–TOM22 system contain an MTS, also known as a presequence26. Such proteins are guided through the inner membrane to the matrix by the translocase of the inner membrane import channel in concert with the matrix chaperone, mtHSP70 (GRP75/mortalin), to maintain proteins in an unfolded state as they are processed by the mitochondrial processing peptidase (MPP)27. The function of GRP75 is pleiotropic; it is involved in protein import, but also plays a role in mitochondria-endoplasmic reticulum (ER) coupling28, where it appears to regulate Ca2+ transfer through the mitochondria-associated membrane (MAM). GRP75 has been implicated in the pathogenesis of PD, and was shown to be decreased in the postmortem brain tissue, and serum of individuals with PD compared to age-matched controls29,30. Reduced GRP75 function in dopaminergic neurons appears to impair mitochondrial quality control, and induces Parkin-mediated mitophagy resulting in depletion of total cellular mitochondria31.
The robust GRP75 signal seen in dopaminergic neurons from animals co-expressing exogenous α-synuclein and TOM20—but neither control nor α-synuclein-overexpressing animals—indicates that (i) GRP75 is upregulated in response to α-synuclein induced stress, and (ii) expression of this chaperone protein also requires functional mitochondrial import. This is further corroborated by our finding of elevated levels of GRP75 with acute rotenone, but dramatic loss of GRP75 with chronic rotenone exposure, at a time when mitochondrial import is known to be impaired1. As a multifunctional, redox sensitive protein, reduced GRP75 expression in dopaminergic neurons from α-synuclein overexpression or rotenone exposure may contribute to several pro-death pathways, including calcium dysregulation32, energy depravation33, and apoptotic signaling34.
Impairment of protein import into the mitochondria extends beyond imported electron transport chain proteins, as the proteins required for maintenance of mitochondrial DNA (mtDNA) are also nuclear-encoded and likewise depend on the import machinery26. In addition, oxidative stress, whether toxicant or α-synuclein-induced, produces mtDNA damage35, which is known to elicit specific vulnerability to dopaminergic neurons36,37. The markers of mitochondrial dyshomeostasis observed within surviving cells following α-synuclein overexpression in this model suggests multiple, likely feed-forward, mechanisms surrounding mitochondrial protein import ultimately contribute to the death of dopaminergic neurons. Conversely, the overexpression of TOM20 provided sustained expression of elements key to mitochondrial homeostasis within dopaminergic neurons.
There were limitations of this study. The experimental design focused on histological outcomes; as such, the use of fixed tissue precluded assays of mitochondrial function and dynamics within dopaminergic neurons. Additionally, we found no behavioral deficits associated with α-synuclein overexpression and could therefore not measure improvement with TOM20 overexpression. This lack of a gross motor phenotype was most likely a result of the combination of a slowly evolving lesion (with ongoing compensation) and the moderate final level of nigrostriatal degeneration (~40%). In contrast with other α-synuclein overexpression studies7,38 the use of middle-aged (10-month-old) rats may have limited motor phenotype measurement, as older rats tend to exhibit lower physical performance in behavioral assays39. As aging is the predominant risk factor in PD development40, aged, rather than young adult rats, were strategically utilized in this study for both AAV2 and rotenone treatment.
Collectively, however, these data show that α-synuclein overexpression in dopaminergic neurons of the adult SN impairs nuclear encoded mitochondrial protein expresison and causes neurodegeneration. TOM20 overexpression was sufficient to rescue α-synuclein-induced dopaminergic neurodegeneration over this 12-week time period, likely because it improved mitochondrial function1, which is integral to dopaminergic neuron survival41–43. Additionally, these data suggest a role for the mitochondrial chaperone and redox sensitive protein, GRP75/mtHSP70, in protection of dopaminergic neurons from α-synuclein induced pathology. Although multiple mechanisms of toxicity have been ascribed to α-synuclein, our finding of virtually complete neuroprotection with TOM20 overexpression indicates that its interactions with mitochondria may be a major means by which it causes neurodegeneration. As such, the α-synuclein–TOM20 interaction may represent an important target for therapeutic intervention.
Methods
Adeno-associated viral vectors
Viral vectors were utilized to overexpress GFP, human wild type α-synuclein, or human TOM20. Each vector was expressed in an adeno-associated virus (serotype AAV2). The AAV2-TOM20 vector was produced by the Gene Therapy Program of the University of Pennsylvania Vector Core Program (Philadelphia, PA). AAV2-αSyn and AAV2-GFP vectors were purchased from the University of North Carolina Vector Core, through a partnership with the Michael J. Fox Foundation. Vector information is listed in Table 1.
Table 1.
Protein expression | Vector description | Species | Titer (GC/mL) | Injection Volume | Source |
---|---|---|---|---|---|
TOM20 | AAV2.CMV.PI.TOM20.WPRE.bGH (p3863) | Human | 8.6e12 | 1 μl | Penn Vector Core |
αSyn | AAV2.CBA.α-synuclein | Human | 1.5e13 | 1 μl | UNC Vector Core |
GFP | AAV2.CBA.eGFP | Aequorea victoria | 8.1e12 | 1 μl | UNC Vector Core |
Chemical reagents and supplies
Chemicals were purchased from Sigma-Aldrich (St. Louis, MO) unless otherwise noted. Antibodies are listed in Table 2.
Table 2.
Antibody | Catalog | Tissue concentration | Company |
---|---|---|---|
Tyrosine hydroxylase | AB1542 | 1:2000 | EMD Millipore (Burlington, MA) |
Human-α-Synuclein (LB509) | Ab 27766 | 1:1000 | Abcam (Cambridge, MA) |
COX-IV | Ab16056 | 1:500 | |
GRP75/mtHSP70 | Ab2799 | 1:500 | |
TOM20 (Ms) | 612278 | 1:500 | BD Biosciences (San Jose, CA) |
α-Synuclein (total) | 610787 | 1:500 | |
NDUFS3/OxPhos | 459130 | 1:500 | Thermo Fisher (Waltham, MA) |
TOM20 (Rb) | SC-11415 | 1:500 | Santa Cruz Biotechnology (Santa Cruz, CA) |
SDHA | NBP1-71688 | 1:500 | Novus Biologicals (Centennial, CO) |
Stereotaxic rodent surgery
Adult, middle age (10 month), male Lewis rats (Envigo, Indianapolis, IN) were utilized for AAV2 vector delivery. Middle-aged lewis rats, rather than young adult animals, were selected for this study as aging is the most significant risk factor in PD development. Animals were maintained under standard temperature and humidity-controlled conditions with 12:12 h light-dark cycle. Conventional diet and water were provided ad libitum. Rats were randomly assigned to each treatment group and given a four-digit code following surgery to blind researchers.
Rodent stereotaxic surgery was performed under deep isoflurane anesthesia. Each animal received a unilateral infusion of two AAV2 vectors simultaneously (1 μl per vector, total of 2 μl); (1) GFP and TOM20, (2) GFP and αSyn, or (3) αSyn and TOM20, using standard Bregma coordinates for the substantia nigra (Bregma −5.8 mm A/P, −2.2 mm M/l, and −8.5 mm V). Postoperative care included daily analgesic buprenorphine injections for three days following surgery, and sutures were removed upon wound closure. Animals were single-housed for the entirety of the 12-week study period, and euthanized using a lethal dose of pentobarbital, followed by transcardial perfusion with PBS and 4% paraformaldehyde perfusion fixation. All experiments involving animal treatment and euthanasia were approved by the University of Pittsburgh Institutional Animal Care and Use Committee.
Motor behavior analysis
Prior to stereotactic surgery, animals were habituated to the postural instability test (PIT), and daily handling. PIT was used to assess asymmetric motor function, and is described in detail by Woodlee et al.44. Briefly, each animal was held vertically with one forelimb allowed to contact the table surface, which was lined with medium grit sandpaper. The animal’s center of gravity was then advanced until the animal triggered a “catch-up” step. The distance (cm) required for the animal to regain the center of gravity was recorded. Three trials were assessed per forelimb at each timepoint, and the average distance for each trial was recorded. PIT was assessed weekly for contralateral and ipsilateral forelimbs three weeks prior to surgery, and for 12-weeks postvector infusion. Cylinder test recording was conducted at week 12; animals were placed in a glass cylinder (diameter 14 inches) and recorded for five continuous minutes in a closed environment. Behavioral tests were carried out by investigators blinded to treatment group throughout the study.
Rotenone administration
Adult (10 month) male Lewis rats (Envigo) were separated into single-housing, and handled for two weeks prior to the onset of rotenone administration. Rotenone was dissolved in DMSO (2% final concentration) and Miglyol 812 to reach the final concentration of 2.8 mg/kg. Rotenone handling and disposal was carried out following University of Pittsburgh Environmental Health and Safety procedures. Acute (5 Day ROT), endpoint rotenone (Endpoint ROT) and vehicle (2% DMSO and Miglyol) groups were randomly divided, and each animal was administered a single daily intraperitoneal (i.p.) injection of rotenone for 5 days (acute) or until they reached their motor behavioral endpoint, defined by the inability to perform the postural instability test or loss of 25% body mass.
Striatal terminal intensity
Coronal rat brain sections (35 µm) encompassing the volume of the rat striatum (1/6 sampling fraction, approximately ten sections per animal) were stained for tyrosine hydroxylase (TH) and detected using an infrared secondary antibody (IRDye® 680, LiCor Biosciences). Striatal tissue sections were analyzed using near-infrared imaging for density of dopamine neuron terminals (LiCor Odyssey) and analyzed using LiCor Odyssey software (V3.0; Licor Biosciences, Lincoln, NE). Output for striatal TH intensity is arbitrary fluorescence units.
Stereology
Stereological analysis of dopamine neuron number in the SN was achieved using an adapted protocol from Tapias et al.45 and Tapias and Greenamyre46 as reported in De Miranda et al.20,47 employing an unbiased, automated system as an alternative to the optical fractinator method. Briefly, 35 μm coronal nigral tissue sections (1/6 sampling fraction encompassing the volume of the entire SN) were stained for TH and counterstained with DAPI and NeuroTrace Dye (640; Life Technologies) and imaged using a Nikon 90i upright fluorescence microscope equipped with high N.A. plan fluor/apochromat objectives, Renishaw linear encoded microscope stage (Prior Electronics) and Q-imaging Retiga cooled CCD camera (Center for Biological Imaging, University of Pittsburgh). Images were processed using Nikon NIS-Elements Advanced Research software (Version 4.5, Nikon, Melville, NY), and quantitative analysis was performed on fluorescent images colocalizing DAPI, TH, and Nissl-positive stains. Results are reported as the number of TH-positive cell bodies (whole neurons) within the SN.
Immunohistochemistry and pathology
Brain sections (35 µm) were maintained at −20 °C in cryoprotectant, stained while free-floating, and mounted to glass slides for imaging, using a “primary antibody delete” (secondary antibody only) stained section to establish background fluorescence limits. Fluorescent immunohistochemical images were collected using an Olympus BX61 confocal microscope and Fluoview 1000 software (Melville, NY). Quantitative fluorescence measurements were thoroughly monitored using standard operating imaging parameters to ensure that images contained no saturated pixels. For quantitative comparisons, all imaging parameters (e.g., laser power, exposure, and pinhole) were held constant across specimens. Confocal images were analyzed using Nikon NIS-Elements Advanced Research software (Version 4.5, Nikon, Melville, NY). A minimum of six images per tissue slice were analyzed per animal, averaging 9–15 neurons per 60–100× image (approximately 180 cells per animal, per histological stain). 20× magnification was used to generate montage imaging of the ventral midbrain, for which the entire SN was analyzed per image using anatomical region of interest (ROI) boundaries. Results are reported as a measure of puncta within TH-positive cells, either number of objects (# of objects), or area per neuron in square pixels (px2), generated by Nikon Elements Advanced Research software.
Statistical analysis
An a priori power analysis was conducted to determine the minimal number of animals required to achieve 20–40% variance of the mean, with a 95% power at α = 0.05 using G*Power statistical software (N = 5 per group). All data were expressed as mean values ± standard error of the mean (s.e.m.). Statistical significance was evaluated between normally distributed means by parametric one-way analysis of variance (ANOVA) with the Tukey post-hoc test to compare multiple data sets, or an unpaired t-test comparison of two means. Statistical significance is represented in each Figure as *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001, unless otherwise specified on graph. F and T statistics are reported in each figure legend for ANOVA and t-tests, respectively. Postural instability was evaluated using the Kruskal–Wallis test (p < 0.05). Statistical analyses were carried out using GraphPad Prism software (V. 8.3.0).
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Supplementary information
Acknowledgements
This work was supported by research grants from the National Institutes of Health (NS100744, R21ES027470, NS095387, and K99ES029986), the American Parkinson Disease Association, the Parkinson’s Foundation, the Michael J Fox Foundation, the Blechman Foundation, and the friends and family of Sean Logan.
Author contributions
J.T.G. and B.R.D. designed the research; B.R.D., S.L.C., and E.M.R.; collected and analyzed the data. B.R.D. and J.T.G. interpreted the data and wrote the manuscript; J.T.G. and E.M.R. reviewed the manuscript.
Data availability
The data that support the findings of this study are available from the corresponding author on reasonable request.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary information is available for this paper at 10.1038/s41531-020-00139-6.
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Data Availability Statement
The data that support the findings of this study are available from the corresponding author on reasonable request.