Skip to main content
Advertisement
  • Loading metrics

Mitochondrial dysfunction in adult midbrain dopamine neurons triggers an early immune response

Abstract

Dopamine (DA) neurons of the midbrain are at risk to become affected by mitochondrial damage over time and mitochondrial defects have been frequently reported in Parkinson’s disease (PD) patients. However, the causal contribution of adult-onset mitochondrial dysfunction to PD remains uncertain. Here, we developed a mouse model lacking Mitofusin 2 (MFN2), a key regulator of mitochondrial network homeostasis, in adult midbrain DA neurons. The knockout mice develop severe and progressive DA neuron-specific mitochondrial dysfunction resulting in neurodegeneration and parkinsonism. To gain further insights into pathophysiological events, we performed transcriptomic analyses of isolated DA neurons and found that mitochondrial dysfunction triggers an early onset immune response, which precedes mitochondrial swelling, mtDNA depletion, respiratory chain deficiency and cell death. Our experiments show that the immune response is an early pathological event when mitochondrial dysfunction is induced in adult midbrain DA neurons and that neuronal death may be promoted non-cell autonomously by the cross-talk and activation of surrounding glial cells.

Author summary

Parkinson’s disease (PD) is a common neurodegenerative disorder characterized by progressive loss of dopamine (DA)-producing neurons and strongly compromised motor performance. Multiple observations suggest that DA neurons are particularly prone to acquire mitochondrial damage in adult life. This acquired mitochondrial dysfunction likely impairs DA neuron function and contributes to cell death. To study the consequences of adult-onset mitochondrial dysfunction in DA neurons, we generated a conditional activatable knockout mouse model lacking Mitofusin 2, a key regulator of mitochondrial homeostasis. This animal model allows the induction of mitochondrial dysfunction selectively in adult DA neurons and leads to motor defects and the typical pattern of neurodegeneration seen in PD. By studying gene expression in isolated DA neurons at early disease stages and by using in situ approaches on brain sections, we report an early onset of an inflammatory response. Inflammation is present already when the mutant DA neurons display the first signs of mitochondrial fragmentation and precedes the onset of respiratory chain dysfunction and neurodegeneration. The inflammatory response in DA neurons and activation of surrounding glia thus likely exacerbates or drives the neurodegenerative process in this animal model of adult-onset PD.

Introduction

Most neuronal cells have a life span similar to that of the whole organism and are rarely or never replaced [1]. As a consequence, neurons are prone to accumulate defects which affect their function and plasticity, and even compromise their long-term survival. The cortical surface of the cerebellum and certain brain nuclei, e.g. Substantia nigra pars compacta (SNpc), are particularly vulnerable to acquired damage [2,3], whereas other regions, e.g. hippocampus, putamen, and hypothalamus almost completely preserve their neuronal integrity during adult life [4]. The loss of dopamine (DA) neurons in SNpc occurs at an estimated rate of ~5–10% per decade [5,6]. Notably, a massive degeneration of this neuronal population accounts for the motor symptoms found in Parkinson’s disease (PD) patients. The selective vulnerability of DA neurons seems to be caused by their intrinsic biochemical and physiological properties. DA neurons in SNpc have rhythmic electrical (pacemaker) activity and experience increased oxidative stress, presumably due to the high dopamine synthesis rate [7]. The SN is also highly enriched in microglia cells [8], which, if activated, may generate a potentially detrimental pro-inflammatory environment. In addition, DA neurons are thought to be particularly sensitive to mitochondrial damage, which is mainly acquired during the lifespan of the neuron rather than inherited. In fact, somatic deletions in the mitochondrial DNA (mtDNA) accumulate in DA neurons in SN of aged humans [9] and PD patients [10,11] and lead to a mosaic pattern of respiratory chain deficiency.

Over the last decades, the role of mitochondrial dysfunction in the pathophysiology of PD has been much debated (reviewed in [12]). Although mitochondrial impairment is heavily implicated in both idiopathic and familial forms of PD, the precise contribution of these organelles to neurodegeneration remains unclear. There is experimental evidence that mitochondria are required to maintain specific cellular functions in DA neurons, such as anterograde axonal transport [13] and DA release by nerve terminals in the striatum [14]. In fact, mouse models with deletions [15] or depletion of mtDNA [16] selectively in midbrain DA neurons mirror the motor phenotypes and the typical neurodegeneration present in PD patients. One weakness with these sets of experiments is that the mitochondrial defects are induced in neurons already during the embryonic stage, which argue that the observed Parkinson-like phenotypes can be the result of both neurodevelopmental and neurodegenerative processes. To study the effects of adult-onset mitochondrial damage in PD, we disrupted the Mitofusin 2 (Mfn2) gene in midbrain DA neurons of adult mice. The Mfn2 gene encodes a key component of mitochondrial fusion machinery and is therefore a major player in several mitochondrial pathways, e.g. trafficking, turnover, contacts with other organelles and organelle homeostasis (reviewed in [17,18]). In mice, the tissue-specific ablation of Mfn2 in different neuronal circuits causes abnormalities in mitochondrial morphology and severe neurological defects [19,20]. Here, we identify a detailed timeline of molecular events driving the severe and progressive parkinsonism in mice with disruption of Mfn2 in the adult nigrostriatal DA system. By using transcriptomic analyses of isolated adult midbrain DA neurons, we show that loss of mitochondrial homeostasis triggers an early-onset immune response, that precedes DA neuron death and therefore likely drives or exacerbates the degenerative process.

Results and discussion

Mice with adult-onset degeneration of midbrain DA neurons

To generate mice with mitochondrial dysfunction in adult DA neurons, we performed crosses to obtain iMfn2DA mice that are homozygous for a loxP-flanked Mfn2 allele and heterozygous for an allele expressing tamoxifen-inducible Cre-recombinase [21] under control of the DA transporter (DAT, Slc6a3) promoter (genotype: Mfn2 loxP/loxP; +/Dat-creERT2). To activate Cre-mediated recombination, iMfn2DA mice were injected intraperitoneally with tamoxifen for five consecutive days at the age of 5–7 weeks (S1A Fig). The resulting mice showed a very profound decrease in MFN2, both at transcript and protein levels, at 3 weeks after tamoxifen injection (S1B and S1C Fig). As consequence, mice manifested a drastic reduction of life span with maximal longevity of 12 weeks after injection (S1D Fig) and a significant decline in body weight at 10 weeks after injection (S1E Fig). When tested in an open-field setup, tamoxifen-injected iMfn2DA mice manifested decrease of horizontal activity, vertical activity (rearing) and total locomotion distance at 9 weeks after tamoxifen injection (Fig 1A), whereas motor abilities were unchanged at 3 and 6 weeks (Fig 1A). The decreased locomotion had a distinct neuroanatomical basis as histology of brains from tamoxifen-injected iMfn2DA mice showed degeneration of the midbrain nigrostriatal DA system (Fig 1B and 1C). Quantification of tyrosine hydroxylase (TH) expression identified ~50% reduction in positive nerve cell bodies in SN (Fig 1B) and ~80% reduction in the striatal DA innervation (Fig 1C) in iMfn2DA mice analyzed at 9 weeks after tamoxifen injection. There were no significant differences between knockouts and controls at earlier time points (Fig 1B and 1C). The profound degeneration of the midbrain DA system in tamoxifen-treated iMfn2DA mice was further substantiated by measurements of levels of DA and its metabolite homovanillic acid (HVA) in striatal homogenates by using ultraperformance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS). The DA levels were slightly increased at 3 weeks after tamoxifen injection, while there was a significant DA depletion at 6 weeks which became more profound at 9 weeks (Fig 1D). The levels of HVA were significantly affected only at the late-disease stage (Fig 1D), whereas the levels of serotonin (5-hydroxytryptamine, 5-HT) in the striatum were unchanged over time (S1F Fig). In summary, these findings show that tamoxifen-injected iMfn2DA mice exhibit a severe parkinsonism in adulthood caused by degeneration of the midbrain DA system.

thumbnail
Fig 1. Tamoxifen-injected iMfn2DA mice show impaired locomotion and DA neurodegeneration.

Control and iMfn2DA mice were analyzed at 3, 6 and 9 weeks after tamoxifen or vehicle injection. (A) Spontaneous motor activity (horizontal activity, vertical activity and total distance) was measured in open field. ***p< 0.001, n>14. (B-C) Representative images of TH-like immunoreactivity in section from midbrain (Scale bars: 100 μm) and striatum (Scale bars: 200 μm), right panels. Quantification of TH-positive DA neurons in the midbrain and TH-immunoreactive nerve terminals in the striatum, left panels. ***p< 0.001 n = 3. (D) Analysis of DA and HVA levels in the striatum. Data are shown as mean ± SD. ***p<0.001 n≥5.

https://doi.org/10.1371/journal.pgen.1009822.g001

Mitochondrial dysfunction in adult midbrain DA neurons

To assess mitochondrial morphology in the degenerating midbrain DA neurons, we introduced an allele that induces expression of mitochondrially targeted YFP (mito-YFP) after Cre-recombinase excision of a STOP-sequence [13]. Fluorescently labelled mitochondria in TH-expressing neurons in the midbrain (S2A Fig) showed a gradually compromised integrity of the mitochondrial network in tamoxifen-injected iMfn2DA mice (Fig 2A). In the perinuclear region of the soma, mitochondria became highly fragmented already 2–3 weeks after tamoxifen injection and progressively more rounded and swollen after 6–9 weeks (Figs 2A and S2B), as demonstrated by decreased mitochondrial aspect ratio and increased mitochondrial circularity (Fig 2B). Electron microscopy (EM) analysis of single organelles confirmed the initial mitochondrial fragmentation and the consequent enlargement (S2C–S2E Fig), and also revealed structural abnormalities in mitochondrial cristae structure at 6 and 9 weeks after injection (Fig 2C). At 6 weeks, a disruption of the outer mitochondrial membrane (OMM) was detected in single mitochondrial profiles, and at 9 weeks, about 10% of the mitochondria in the perinuclear region displayed ruptured OMM (S2F Fig), likely due to the alterations of mitochondrial network and the consequent osmotic swelling of the mitochondrial matrix.

thumbnail
Fig 2. Loss of Mfn2 in adult DA neurons affects mitochondrial morphology and cristae structure.

Analyses were performed 3, 6, and 9 weeks after tamoxifen injection in control and iMfn2DA mice. (A) Representative confocal microscopy images of YFP-labelled mitochondria (green) in TH immunoreactive neurons (red) (Scale bars: 10 μm). (B) Quantification of aspect ratio and mitochondrial circularity from confocal images in TH+ DA neurons. AR data are shown as mean ± SD and circularity data as median of individual mitochondria. ***p< 0.00, n = 3 for each genotype. (C) Representative electron microscopy images of mitochondrial cristae structure (Scale bars: 1 μm).

https://doi.org/10.1371/journal.pgen.1009822.g002

The analysis of the mitochondrial distal pool in TH positive nerve terminals identified a dramatic decrease (~95%) in the amount of mito-YFP labelled mitochondria already at 3 and 6 weeks after injection (Fig 3A and 3B). At 9 weeks, the severe depletion of striatal mitochondria corresponded to a massive reduction in TH immunoreactive DA fibers in iMfn2DA mice (Figs 1C and 3A). Notably, the few mitochondria found in axonal terminals (~5%) preserved their morphology and cristae organization even at 6 and 9 weeks after injection (S2G Fig). These data therefore confirm that the fragmented mitochondria fail to be transported in the DA axons, as we and others have previously reported [20,22], suggesting that the maintenance of the mitochondrial integrity is a requirement for axonal mitochondrial transport. Furthermore, our results indicate that in tamoxifen-injected iMfn2DA mice the degeneration of the nigrostriatal system occurs in a retrograde fashion, i.e. from the terminal towards the cell body.

thumbnail
Fig 3. Tamoxifen-injected iMfn2DA mice exhibit impaired axonal mitochondrial transport and OXPHOS deficiency.

(A) MitoYFP-labelled mitochondria in TH+ nerve terminals of the striatum at 3, 6 and 9 weeks after tamoxifen injection (Scale bars: 10 μm). (B) Quantificantion of mitoYFP-labelled mitochondria total intensity in the striatum of control and tamoxifen-injected iMfn2DA mice at 3, 6 and 9 weeks after tamoxifen injection. Data are shown as mean ± SD. *p< 0.05, ***p< 0.001, n = 3 for genotype. (C) Cytochrome c oxidase and succinate dehydrogenase (COX/SDH) double-labelling enzyme histochemistry of the midbrain (Scale bars: 100 μm).

https://doi.org/10.1371/journal.pgen.1009822.g003

To assess oxidative phosphorylation (OXPHOS) function, we analyzed the activities of cytochrome c oxidase (COX) and succinate dehydrogenase (SDH) by a combined enzyme histochemical staining of midbrain tissues. At 3 weeks after tamoxifen injection, all midbrain DA neurons of iMfn2DA mice appeared brown consistent with preserved COX activity. In contrast, at 6 and 9 weeks after injection, a substantial proportion of midbrain cells appeared blue, consistent with a profound decline in COX activity (Fig 3C).

Taken together, these findings show that tamoxifen-injected iMfn2DA mice develop a severe adult-onset mitochondrial dysfunction in midbrain DA neurons, manifested as a progressive fragmentation of the mitochondrial network, swelling of individual mitochondria, abnormal mitochondrial ultrastructure and deficient respiratory chain function.

Impaired mitochondrial homeostasis causes mtDNA depletion and an early immune response

To study pathophysiological events, we performed analysis of isolated adult DA neurons from tamoxifen-induced iMfn2DA and control mice. We used a protocol for isolation and enrichment of midbrain DA neurons from mito-YFP mouse brains based on enzymatic tissue dissociation and FACS-sorting (Fig 4A). The expression of mito-YFP in isolated cells was independently validated by confocal microscopy (S3A Fig). We collected mito-YFP positive and mito-YFP negative cells from control and knockout mice and prepared libraries for RNAseq analysis using the Smart-seq2 protocol [23] (Fig 4A). Sequences were mapped to a total of 39468 genes of which 23217 protein-coding genes were used for the downstream analyses. Hierarchical clustering analysis was performed using the most variably expressed genes and two distinct groups were distinguished corresponding to the genotypes (Fig 4B). Well-validated DA neuronal markers (e.g. Th, Ddc and Slc6a3) and transcription factors (e.g. Nr4a2, En1) were found abundantly expressed in mito-YFP positive cells from controls and knockouts and were almost undetectable in mito-YFP negative populations (Fig 4C). After confirming that the mito-YFP positive samples were highly enriched with DA neurons, FACS-sorted cells were used to measure mtDNA levels by qPCR. Notably, at 3 weeks after tamoxifen injection, the mtDNA copy number was unaffected (Fig 4D), although the mitochondrial network was highly fragmented (Fig 2A). In contrast, mtDNA levels were decreased to 30–40% at 6 weeks and to 18% at 9 weeks in DA neurons isolated from tamoxifen-injected iMfn2DA mice when compared with controls (Fig 4D). We therefore conclude that perturbations of the mitochondrial network precede mtDNA depletion, arguing that the loss of mitochondrial homeostasis is the main cause of the observed defect. These findings are consistent with a previous report from us showing that cardiomyocytes lacking mitochondrial fusion develop a reduction in mtDNA copy number due to an imbalanced stoichiometry of the mtDNA replisome protein components [24].

thumbnail
Fig 4. Immune response and mtDNA depletion in tamoxifen-injected iMfn2DA mouse brains.

(A) Experimental workflow: vibratome sections were enzymatically digested and mechanically triturated resulting in a single cell suspension; the bulk of mitoYFP positive (mitoYFP+) cells and mitoYFP negative (mitoYFP-) cells were collected by FACS; samples were used for either mtDNA quantification or for RNA library preparation followed by RNAseq. (B) Hierarchical clustering analysis of RNAseq data from DA neurons isolated from n = 5 iMfn2DA and n = 6 control mice. (C) Heatmap showing that RNA levels (Reads Per Kilobase Million, RPKM) of genes encoding DA neuron markers (Th, Ddc, Scl6a3, and Aldh1a1) and transcription factors (Nr4a2, En1, Pitx3, Foxa1 and Foxa2) are highly enriched in mitoYFP+ samples. Data are shown as mean of the RPKM in control (n = 6), iMfn2DA (n = 5), and mitoYFP- (n = 3) mice. (D) Relative mtDNA levels (ND1/18S rRNA and ND6/18S rRNA) measured in FACS-sorted DA neurons. *p< 0.05, **p<0.01, n = 4. Data are shown as mean ± SD. (E) Gene ontology (GO) analysis showing the most dysregulated biological processes in FACS-sorted DA neurons isolated from iMfn2DA mice at 3 weeks after tamoxifen injection.

https://doi.org/10.1371/journal.pgen.1009822.g004

To gain further insights into the molecular mechanisms that precede and contribute to loss of DA neurons, we compared the transcriptome profiles of FACS-sorted iMfn2DA and control DA neurons at 3 weeks after tamoxifen injection. By using DESeq2, 439 genes were found differentially expressed at adjusted p value (padj) of <0.05 (listed in S1 Table). Gene ontology and pathway enrichment analyses were performed to identify functional categories of these genes. Unexpectedly, at this early-disease stage, when OXPHOS function, mtDNA levels and DA neuronal survival were unaffected, the molecular pathways related to immune response and inflammation were the most dysregulated biological processes in tamoxifen-injected iMfn2DA mice (Fig 4E). The vast majority of significantly upregulated genes belonged to immune system processes (Fig 5A), whose activation was mediated by the NF-KB pathway (Fig 5B). Furthermore, the expression levels of pro-inflammatory cytokines, such as tumor necrosis factor α (Tnf-α) and interleukin-1 β (IL-1β) were dramatically increased in tamoxifen-injected iMfn2DA mice (Fig 5C). Control mice injected with tamoxifen showed no activation of the immune response (Fig 5B and 5C).

thumbnail
Fig 5. Activation of glial cells surrounding DA neurons in in tamoxifen-injected iMfn2DA mice.

(A) Volcano plot displaying differential gene expression in iMfn2DA FACS-sorted DA neurons: the 439 differentially expressed genes are represented in black and blue. The genes involved in the immune response are represented in blue. (B) Heatmap showing the gene expression of NF-kB signaling pathway in DA neurons isolated from iMfn2DA and control mice. (C) RNA expression levels (RPKM) of the inflammation markers Tnf-α and IL1β in mitoYFP+ cells from iMfn2DA and control mice. Data are shown as mean ± SD. (D-E). Representative confocal microscopy image of control and iMfn2DA mouse brains at 3, 6, and 9 weeks after injection. DA neurons were labelled with an antibody against TH (red) and the brain sections were additionally labelled with antibody against IBA1 (green) in panel (D) or GFAP (green) in panel (E) (Scale bars: 100 μm). (F) IBA1 and GFAP immunoreactivities quantified as total intensity in the stained areas of the midbrain from control and tamoxifen-injected iMfn2DA mice at 3, 6 and 9 weeks after injection. Data are shown as mean ± SD. n≥3.*p< 0.05, **p<0.01. (G) Log2(FC) of RNA expression of genes involved in signaling pathways that potentially could drive neuroinflammation in iMfn2DA mice.

https://doi.org/10.1371/journal.pgen.1009822.g005

Adult-onset mitochondrial dysfunction in DA neurons triggers the activation of surrounding glial cells

To further investigate the immune response observed in tamoxifen-injected iMfn2DA mice, we analyzed the glial cells, microglia and astrocytes, surrounding DA neurons by confocal microscopy. At 3 weeks after tamoxifen injection, the immunoreactivities of IBA1 and CD45, markers of activated microglia, were moderately increased (~1.6 fold) in midbrain sections of iMfn2DA mice (Figs 5D, 5F, S3B and S3C). Consistently, the transcript levels of different markers of reactive microglial cells, including Aif1 (Iba1), Tmem119, Ptprc (Cd45), and Itgam (Cd11b), were significantly upregulated in iMfn2DA mice (S3D Fig). Likewise, the levels of the glial fibrillary acidic protein (GFAP) were ~1.5 fold higher in the astrocytes residing in the midbrain and surrounding the DA neurons. (Fig 5E and 5F). Between 6 and 9 weeks after tamoxifen injection there was only a mild upregulation of IBA1 and CD45 (~1.8–2 fold), whereas GFAP signal markedly accumulated over time (up to ~4 fold) (Figs 5D–5F, S3B and S3C) suggesting that at 9 weeks after injection astrocytes were strongly activated, which closely resembled the reactive astrogliosis observed in the late stages of neurodegenerative diseases [25].

Finally, to identify genes potentially involved in the signaling between neurons, microglia, and astrocytes, we interrogated the transcriptomic data. Importantly, DA neurons lacking Mfn2 showed a significant downregulation of Anxa1 (Fig 5F) encoding the anti-inflammatory mediator Annexin A1 (ANXA1) [26], which is normally highly expressed in DA neurons [27]. The reduction in Anxa1 gene expression in tamoxifen-injected iMfn2DA mice can potentially explain the upregulation of pro-inflammatory markers. In support of this hypothesis, it has been previously shown that Anxa1 overexpression in neuronal cells treated with the complex I inhibitor methyl-4-phenylpyridinium (MPP+) can suppress pro-inflammatory responses [28]. Furthermore, the expression of both Tmem173 (STING) and Nlrp3 inflammasome genes were significantly increased in tamoxifen-treated iMfn2DA mice (Fig 5F). Along the same lines, activation of the NLRP3 or STING pathways [29], triggered by danger-associated molecular patterns (DAMPs) originating from mitochondria [30], causes a detrimental immune response in mice lacking mitochondrial transcription factor TFAM in DA neurons [31] and in Parkin and Pink1 knockout mice after exhaustive exercise [32].

To summarize, we report here that adult-onset mitochondrial dysfunction in DA neurons leads to degeneration of these neurons, DA depletion in the striatum and reduction of voluntary movement. Mice lacking Mfn2 in the mature nigrostriatal system represent a novel model that well recapitulates major pathological features of human PD. Our results provide compelling evidence that mitochondrial integrity, preserved through an intact mitochondrial fusion machinery, is not only required during embryonic development but it is also essential for the maintenance of the adult DA neuron population. To dissect the timeline of the molecular events leading to neurodegeneration, we exploited bulk RNA-seq of isolated midbrain DA neurons at an early-disease stage. Our protocol resulted in a very substantial enrichment of midbrain DA neurons in both controls and knockouts (Fig 4C), although a minor contamination of other cell types, e.g. neighboring glial cells, was likely present in our samples (S3E Fig). Microglial markers were indeed significantly increased in the mitoYFP positive cells isolated from tamoxifen-injected iMfn2DA mice (S3E Fig), as these genes become highly expressed upon glial activation. It is therefore possible that the changes in transcriptomic profile of iMfn2DA samples were partially affected by a concomitant response in glial cells surrounding DA neurons. Nevertheless, the conclusions of this study do not change as, in fact, our results highlight that the adult-onset loss of mitochondrial homeostasis triggers an early immune response that largely precedes DA neuron death and likely promotes or exacerbates the degenerative process. Interestingly, recent studies report that Mfn2 ablation in the adult mouse hippocampus and neocortex causes neuronal cell death through neuroinflammation [33,34]. The progression of these molecular defects resembles the order of pathological events that we have observed in the Substantia nigra in the absence of Mfn2 suggesting that inflammation may be a common early event in degeneration of different neuronal types, e.g. pyramidal, cortical and DA neurons.

Numerous studies have shown that neuroinflammation is a major player in PD and may contribute to the degeneration of the nigrostriatal DA pathway, promoting disease progression [35]. Post-mortem examinations have revealed large numbers of reactive microglial cells [36] and high levels of pro-inflammatory modulators in the brain [37,38] and biological fluids [39,40] of PD patients. Nevertheless, it has remained unclear whether neuroinflammation is merely a downstream effect of nerve cell death [41] or if it is primarily involved in PD pathogenesis. The in vivo data presented here corroborate the hypothesis that DA neuron loss in the adult brain is strongly facilitated by early onset of neuroinflammation, which supports the importance of non-cell autonomous mechanisms in the neurodegenerative process. Based on these findings, we propose that fully differentiated DA neurons can generate a signal that activates glial cells in response to defective mitochondrial function. The release of a multitude of immunomodulatory molecules, including pro-inflammatory modulators, likely has a cytotoxic effect inducing damage to neighboring neurons. Eventually, a self-propelling vicious cycle may ensue driving a continuously ongoing degeneration of DA neurons. Further studies are required to define details of the molecular mechanisms linking defective mitochondrial function to altered immune response. The relevance of these findings for the pathophysiology of PD needs verification by studies of human tissues.

Materials and methods

Ethics statement

All animal procedures were conducted in accordance with European, national and institutional guidelines and protocols were approved by the Stockholm ethical committee (Stockholms djurförsöksetiska nämnd) under the ethical permit 1206–2019. Animal work also followed the guidelines of the Federation of European Laboratory Animal Science Associations (FELASA).

Mouse models

Mice homozygous for a loxP-flanked Mfn2 allele (Mfn2 loxP/loxP) [20] were crossed to heterozygous DATcreERT2 mice [42]. Double heterozygous offspring was obtained and crossed with Mfn2 loxP/loxP mice to generate iMfn2DA and control mice. The Gt(ROSA26)SorStop–mito–YFP allele (stop-mitoYFP) [13], that when activated express mitochondrially targeted YFP, was subsequently introduced via additional crossing. At 5–7 weeks of age, iMfn2DA mice were treated for 5 consecutive days by intraperitoneal injection of 2 mg of tamoxifen (Sigma T5648 dissolved in ethanol and sunflower oil) or vehicle. Two different control groups were employed: the first group (Mfn2 loxP/loxP; DATcreERT2/+) was injected with vehicle and used to assess motor performance and survival, the second control group (Mfn2 wt/wt; stop-mitoYFP/wt; DATcreERT2/wt) was injected with tamoxifen and used to visualize mitochondria and isolate DA neurons from animals with normal mitochondrial function. Analyses of injected controls and KO mice were performed at 3, 6, and 9 weeks after the last injection. All mice were on the C57BL/6N background.

Motor performance

The motor activity of vehicle injected control (n>14) and tamoxifen injected iMfn2DA (n>14) mice was measured by an open field test (VersaMax, AccuScan Instruments) at 3, 6, and 9 weeks after injection. Following an acclimation period of at least 30 min in the ventilated experimental room, mice were placed individually in activity cages (40 × 40 cm and 30 cm high) for 60 minutes during the same period (between 4–6 p.m.). A grid of infrared light beams at floor level and 7.5 cm above recorded spontaneous horizontal and vertical activities and the total distance travelled was calculated.

In situ hybridization

The expression of Th and Mfn2 transcripts in the DA neurons of the SN was detected as previously described [20].

Western blot

Ventral midbrain was dissected from control and tamoxifen-injected iMfn2DA mice and snap frozen in liquid nitrogen. Tissue was homogenized in RIPA buffer supplemented with protease inhibitors (Complete, Roche). Twenty micrograms of protein extracts were resuspended in Laemmli buffer, run on 12% SDS–polyacrylamide gel electrophoresis (Invitrogen) and then transferred onto polyvinylidene difluoride membranes (GE Healthcare). Blots were incubated overnight at 4°C with primary antibody against MFN2 (ab 56889, Abcam) and GAPDH (ab8245, Abcam). Immunodetection was performed according to standard techniques using enhanced chemiluminescence Immun-Star HRP Luminol/Enhancer (Bio-Rad).

Immunohistochemistry and confocal microscopy

Mice were perfused with Ca2+/Mg2+ free Tyrode’s solution followed by 4% paraformaldehyde with 0.4% picric acid in 0.16 M phosphate buffer. The brains were dissected, postfixed for 2 hours, and equilibrated with 10% sucrose. Brains were frozen and cryo-sectioned to obtain 14 (for the striatum) or 20 (for the midbrain) μm thick sections. After 1 hour in blocking solution (PBS+ 0.3% TrItox X-100+ 1% BSA), the tissue sections were immunolabelled overnight with primary antibodies against TH (1:500, Pel-Freez; 1:1000, Chemicon), IBA1 (1:1000, Wako), GFAP (1:1000, Abcam) and CD45 (1:100, Serotec). For fluorescent staining, Cy3- (1:400, Jackson Biolabs), Alexa 546- (1:400, Life Technologies) and Alexa 633- conjugated secondary antibodies (1:400, Life Technologies) were used. Confocal images were acquired by sequential scanning using a LSM800 or LSM880 microscope (Zeiss). Relative intensity of mitoYFP-labelled mitochondria in the striatum and IBA1, CD45 and GFAP immunoreactivities in the midbrain were quantified using Fiji software. Confocal images were thresholded and total intensity was measured using automatic particle counting.

Live microscopy on sorted cells was performed as previously described [43].

Quantification of TH+ neurons and nerve terminals

Vehicle (n = 3) and tamoxifen-injected (n = 3) iMfn2DA mice were perfused at 3, 6 and 9 weeks after injection and the brains were cryo-sectioned. Every sixth midbrain cryo-section (20 μm thickness) was immunolabelled for TH. For the non-fluorescent labelling, a biotinylated secondary antibody (1:400, Vector Laboratories) was used and the signal was detected by using a peroxidase substrate (Vector SG, Vector Laboratories). Nuclei of TH-positive neurons were counted in both right and left hemisphere from 9–11 sections for brain. For the quantification of nerve terminals in the striatum, the sections were immunolabelled with antibodies against TH and fluorescent secondary antibodies. Fiji software was used for the measurement of TH density.

Quantification of mitochondrial morphology

Mitochondrial morphology analysis of confocal pictures was performed using Fiji software. TH-positive cells were used to outline the area of interest and apply to the mitochondrial channel. The mitochondria were measured using a macro containing the Fiji default shape descriptors after applying the same threshold to controls and KO animals. Aspect ratio (AR) of each mitochondrial object was expressed as the ratio of the major axis/minor axis. The circularity was calculated as 4π *area/perimeter^2. Results represent a minimum of 12 cells from n = 3 mice per condition (1 = perfectly rounded object; 0 = elongated object).

Dual COX/SDH enzyme histochemistry

Vehicle (n = 3) and tamoxifen-injected (n = 3) iMfn2DA mice were euthanized with carbon dioxide and decapitated, Brains were rapidly collected and frozen on dry ice. Brain sections (14 μm) were stained as previously described [44].

Measurements of neurotransmitters

Brains from tamoxifen-injected control and iMfn2DA mice (n≥ 5 per genotype) were rapidly dissected, chilled in ice-cold saline and bilateral striatal pieces of the striatum were frozen on dry ice. Metabolites were extracted from 10–20 mg of mouse tissues in ice cold extraction buffer (0.37% formic acid in water). After homogenization, the samples were pelleted by centrifugation (21000 x g) for 5 minutes at 4°C. The obtained supernatant was de-proteinated by centrifugation at 4°C for 10 minutes through a 5 kDa cut-off size exclusion filter (Microcons, Millipore). The flow-through containing the acidified metabolic extracts (DA, HVA and 5-HT) was immediately separated by HPLC on a reversed phase UPLC column (100 mm x 2.1 mm, C18, Hypersil Gold) held at 25°C. The eluting metabolites were detected in positive ionization mode using a ESI MRM (ElectroSpray Ionization Multi Reaction Monitoring) method. Absolute quantification of the analyzed compounds was obtained by converting the obtained peak areas from the samples into concentrations derived from the analysis of calibration curves. Data analysis and peak integration were performed using the TargetLynx software.

Electron microscopy

The mice (n = 3 for each genotype and condition) were perfused with 4% PFA and 0.1% glutaraldehyde (Merck) in PBS at 3, 6, and 9 weeks after tamoxifen injection. Brains were dissected and postfixed for 4 hours at 4°C in the same fixative, washed in PBS, and cut into 100 μm slices with a vibratome (Leica, Germany). Free-floating sections were blocked in 0.1% Triton X-100 and 10% donkey serum in PBS for 1 hour at room temperature, incubated with primary rabbit anti-TH antibodies (1:1000, Pel-Freeze) in PBS for 8 hours and secondary donkey anti-rabbit antibodies conjugated to biotin (1:200, Jackson ImmunoResearch Laboratories) for 4 hours, and stained using Vectastain ABC and DAB kits (Vector Laboratories). The sections were postfixed in 3% glutaraldehyde and 1% osmium tetroxide, dehydrated in ethanol and embedded in Durcupan ACM resin (Fluka). In several experiments, sections were stained with 1% uranyl acetate in 70% ethanol. Serial ultrathin (70 or 100 nm) and semithin (1 μm) sections were cut with diamond knives (Diatome). Ultrathin sections were collected onto formvar-coated copper grids, counterstained with 1% uranyl acetate and lead citrate and examined in a Tecnai 12 electron microscope (FEI) equipped with a 2kx2k TemCam-F224HD camera (TVIPS). Complete series of up to 150 ultrathin sections were used to follow the morphology of cells and synaptic terminals in three dimensions. The mitochondrial aspect ratio and length were quantified in two TH positive cells for each genotype at 3 weeks after injection. For each cell, the morphology of 100 mitochondria was analyzed using 3D reconstructed images from serial ultrathin sections. Quantification of the relative mitochondrial mass (mitochondrial area/cytosol) in assessed in TH positive neurons (n>16 cells) for each genotype and time point.

Isolation of DA neurons by FACS

Brains were dissected from mitoYFP expressing tamoxifen-injected control and iMfn2DA mice, sectioned and dissociated into single cell suspensions, as previously described [45]. After dissociation, the mitoYFP positive cells were isolated using a BD FACSAria III Cell Sorter and collected for mtDNA quantification or RNAseq.

mtDNA measurement

Bulks of 100 mitoYFP positive neurons (n = 4 for genotype and time point) were collected in lysis buffer (50 mM Tris-HCl pH 8.5, 1 mM EDTA, 0.5% Tween-20, 200 ng/mL Proteinase K). After centrifugation (7000 g for 10 minutes), DNA extraction was performed at 55°C for 2 hours followed by 10 minutes at 95°C to denature Proteinase K. Quantification of mtDNA copy number was performed using TaqMan Universal Master Mix II and TaqMan probes against the mitochondrial genes (ND1 and ND6) from Life Technologies. The nuclear 18S rRNA gene was used as an internal standard.

Library preparation and sequencing

FACS sorted cells (n≥5 per genotype) were used to generate the cDNA libraries according to the Smartseq2 protocol [23] as previously described [46]. The Nextera XT DNA library preparation kit (FC-131-1024) was used for cDNA tagmentation. The quality of cDNA and tagmented cDNA was checked on a High-Sensitivity DNA chip (Agilent Bioanalyzer). Sequencing was performed on Illumina HiSeq 2500, giving 51 bp reads after de-multiplexing.

Read alignment and gene expression analysis

Reads were aligned to the mouse genome (mm10) merged with eGFP and ERCC spike-in sequences using Star v2.3.0 [47] and filtered for uniquely mapping reads. Gene expression was calculated as read counts and as reads per kilobase gene model and million mappable reads (RPKMs) for each transcript in Ensembl release 75 using rpkmforgenes [48]. Experiments were performed in technical replicates that were merged. Read counts were summed across technical replicates and RPKMs were averaged across technical replicates, resulting in gene expression data for 6 control and 5 iMfn2DA mice. The 23217 protein-coding genes based on the gene and transcript classification in Ensembl release 75 were selected for further analyses.

For hierarchical clustering, gene counts were first VST-transformed [49], and then the 10% most varying protein-coding genes (n = 2322) were selected and mean-centered across the 11 biological replicates (6 controls and 5 iMfn2DA mice). Hierarchical clustering was performed in R using the ward.D2 agglomerative method and the Pearson correlation-based distance measure. Differential gene expression analysis was performed using DESeq2 [50]. Gene set enrichment analysis was performed using DAVID Bioinformatics Resources 6.8.

Statistical analysis

All statistical analyses were performed using GraphPad Prism v6 software. All data in the figures are presented as mean ± SD. Statistical comparisons were performed using single or multiple Student’s t-test or one-way analysis of variance (ANOVA).

Supporting information

S1 Fig. Loss of Mfn2 in adult DA neurons results in a lethal phenotype.

(A) Diagram depicting tamoxifen-induced inactivation of the Mfn2 gene in adult iMfn2DA mice. Mice at 5–7 weeks of age were intraperitoneally injected with tamoxifen for 5 consecutive days and examined for 3–9 weeks after injection. (B) In situ hybridization showing the expression of Mfn2 and Th transcripts in DA neurons of SN (in the red box). (C) Western blot analysis of MFN2 protein levels in total extracts from ventral midbrain of control and knockout mice at 3 weeks after tamoxifen injection. GAPDH was used as a loading control. (D) Survival of iMfn2DA and control mice after tamoxifen injection. iMfn2DA mice had a median survival of 11,6 weeks. ***p < 0.001 n = 15. (E) Body weight of control and iMfn2DA mice (males and females) after tamoxifen or vehicle injection. **p < 0.01 n>10. (F) Analysis of 5-HT levels in the striatum at 3, 6, and 9 weeks after tamoxifen injection. n≥5. Data are shown as mean ± SD.

https://doi.org/10.1371/journal.pgen.1009822.s001

(TIF)

S2 Fig. Mitochondrial morphology in tamoxifen-injected iMfn2DA mice.

(A) Visualization of mitochondria in DA neurons in vivo. The expression of mitoYFP (green) overlaps with TH (red) labelling of midbrain DA neurons (Scale bars: 50 μm). (B) Representative confocal microscopy images of mitoYFP-labelled mitochondria (green) in TH immunoreactive neurons (red) at 2 weeks after tamoxifen injection (Scale bar: 10 μm). (C) Representative transmission electron microscopy images of DA neurons. The lines mark the nuclear (N) and the plasma membrane (Scale bars: 5 μm). (D) Quantification of aspect ratio and mitochondrial length at 3 weeks after injection in two cells for each genotype using serial ultrathin sections. ***p< 0.001. (E) Quantification of the relative mitochondrial mass (mitochondrial area/cytosol) in TH+ DA neurons from EM images at 3, 6 and 9 weeks after injection. ***p< 0.001, n>16 cells for each genotype. (F) EM images of mitochondria from perinuclear region of DA neurons with disrupted OMM 6 and 9 weeks after tamoxifen injection (Scale bar: 1μm). (G) Electron micrographs of DA nerve terminals, delineated by the light blue lines, in striatum 6 and 9 weeks after tamoxifen injection (Scale bars: 500 nm).

https://doi.org/10.1371/journal.pgen.1009822.s002

(TIF)

S3 Fig. Immune response in tamoxifen-injected iMfn2DA mice.

(A) Representative confocal microscopy images of mitoYFP+ cells obtained with the DA neuron isolation protocol from control mice injected with tamoxifen (Scale bar: 5 μm and 20 μm). (B) Representative confocal microscopy images of control and iMfn2DA mouse midbrain 3, 6, and 9 weeks after tamoxifen injection. The brain sections were stained with antibodies against CD45 (red) and TH (blue) (Scale bars: 50 μm). (C) CD45 immunoreactivity quantified as total intensity in the stained areas of the midbrain from control and tamoxifen-injected iMfn2DA mice at 3, 6 and 9 weeks after injection. Data are shown as mean ± SD. n≥3.*p< 0.05. (D) RNA expression levels (RPKM) of the markers of activated microglial cells Aif1 (Iba1), Tmem119, Ptprc (Cd45) and Itgam (Cd11b) in mitoYFP+ samples isolated from iMfn2DA and control mice. (E) Cell-type markers in isolated mitoYFP+ and mitoYFP- cells. Heatmaps showing RNA levels (RPKM) of genes encoding: ii) microglial and ii) astrocyte markers, which are more abundant in mitoYFP- samples. Data are shown as mean of the RPKM in control (n = 6), iMfn2DA (n = 5), and mitoYFP- (n = 3) mice.

https://doi.org/10.1371/journal.pgen.1009822.s003

(TIF)

S1 Table. List of the 439 genes found differentially expressed in iMfn2DA mice at adjusted p value (padj) of <0.05.

https://doi.org/10.1371/journal.pgen.1009822.s004

(XLSX)

Acknowledgments

The authors wish to thank Fredrik Holmström (from Perlmann’s lab, Karolinska Institutet) for the excellent technical assistance with tissue dissociation and FACS sorting; Patrick Giavalisco and Yvonne Hinze (from Max Planck Institute for Biology of Ageing, Cologne) for technical support with the neurotransmitter measurements; Florian Salomon (from Biomedicum Imaging facility, Karolinska Institutet) for technical support with the quantification mitochondrial morphology. The DAT-CreERT2 mice were generously provided by the recently deceased Prof. Günther Schutz at German the Cancer Research Center, Heidelberg.

References

  1. 1. Terman A, Kurz T, Navratil M, Arriaga EA, Brunk UT. Mitochondrial turnover and aging of long-lived postmitotic cells: the mitochondrial-lysosomal axis theory of aging. Antioxid Redox Signal. Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA; 2010;12: 503–535. https://doi.org/10.1089/ars.2009.2598 pmid:19650712
  2. 2. Andersen BB, Gundersen HJG, Pakkenberg B. Aging of the human cerebellum: a stereological study. J Comp Neurol. 2003;466: 356–365. pmid:14556293
  3. 3. Rudow G, O’Brien R, Savonenko AV, Resnick SM, Zonderman AB, Pletnikova O, et al. Morphometry of the human substantia nigra in ageing and Parkinson’s disease. Acta Neuropathol. 2008;115: 461–470. pmid:18297291
  4. 4. Reeve A, Simcox E, Turnbull D. Ageing and Parkinson’s disease: why is advancing age the biggest risk factor? Ageing Res Rev. 2014;14: 19–30. pmid:24503004
  5. 5. Fearnley JM, Lees AJ. Ageing and Parkinson’s disease: substantia nigra regional selectivity. Brain. 1991;114 (Pt 5): 2283–2301. pmid:1933245
  6. 6. Ma SY, Roytta M, Collan Y, Rinne JO. Unbiased morphometrical measurements show loss of pigmented nigral neurones with ageing. Neuropathol Appl Neurobiol. 1999;25: 394–399. pmid:10564529
  7. 7. Trist BG, Hare DJ, Double KL. Oxidative stress in the aging substantia nigra and the etiology of Parkinson’s disease. Aging Cell. 2019;18: e13031. pmid:31432604
  8. 8. Lawson LJ, Perry VH, Dri P, Gordon S. Heterogeneity in the distribution and morphology of microglia in the normal adult mouse brain. Neuroscience. 1990;39: 151–170. pmid:2089275
  9. 9. Kraytsberg Y, Kudryavtseva E, McKee AC, Geula C, Kowall NW, Khrapko K. Mitochondrial DNA deletions are abundant and cause functional impairment in aged human substantia nigra neurons. Nature Genetics 1998 18:3. Nature Publishing Group; 2006;38: 518–520. pmid:16604072
  10. 10. Bender A, Krishnan KJ, Morris CM, Taylor GA, Reeve AK, Perry RH, et al. High levels of mitochondrial DNA deletions in substantia nigra neurons in aging and Parkinson disease. Nature Genetics 1998 18:3. Nature Publishing Group; 2006;38: 515–517. pmid:16604074
  11. 11. Reeve AK, Krishnan KJ, Elson JL, Morris CM, Bender A, Lightowlers RN, et al. Nature of mitochondrial DNA deletions in substantia nigra neurons. Am J Hum Genet. 2008;82: 228–235. pmid:18179904
  12. 12. Chen C, Turnbull DM, Reeve AK. Mitochondrial Dysfunction in Parkinson’s Disease-Cause or Consequence? Biology (Basel). Multidisciplinary Digital Publishing Institute; 2019;8: 38. pmid:31083583
  13. 13. Sterky FH, Lee S, Wibom R, Olson L, Larsson N-G. Impaired mitochondrial transport and Parkin-independent degeneration of respiratory chain-deficient dopamine neurons in vivo. Proc Natl Acad Sci USA. 2011;108: 12937–12942. pmid:21768369
  14. 14. Sterky FH, Hoffman AF, Milenkovic D, Bao B, Paganelli A, Edgar D, et al. Altered dopamine metabolism and increased vulnerability to MPTP in mice with partial deficiency of mitochondrial complex I in dopamine neurons. Hum Mol Genet. 2012;21: 1078–1089. pmid:22090423
  15. 15. Pickrell AM, Pinto M, Hida A, Moraes CT. Striatal dysfunctions associated with mitochondrial DNA damage in dopaminergic neurons in a mouse model of Parkinson’s disease. J Neurosci. Society for Neuroscience; 2011;31: 17649–17658. pmid:22131425
  16. 16. Ekstrand MI, Terzioglu M, Galter D, Zhu S, Hofstetter C, Lindqvist E, et al. Progressive parkinsonism in mice with respiratory-chain-deficient dopamine neurons. Proceedings of the National Academy of Sciences. 2007;104: 1325–1330. pmid:17227870
  17. 17. Filadi R, Pendin D, Pizzo P. Mitofusin 2: from functions to disease. Cell Death Dis. Nature Publishing Group; 2018;9: 330–13. pmid:29491355
  18. 18. Chandhok G, Lazarou M, Neumann B. Structure, function, and regulation of mitofusin-2 in health and disease. Biol Rev Camb Philos Soc. 2018;93: 933–949. pmid:29068134
  19. 19. Chen H, McCaffery JM, Chan DC. Mitochondrial fusion protects against neurodegeneration in the cerebellum. Cell. 2007;130: 548–562. pmid:17693261
  20. 20. Lee S, Sterky FH, Mourier A, Terzioglu M, Cullheim S, Olson L, et al. Mitofusin 2 is necessary for striatal axonal projections of midbrain dopamine neurons. Hum Mol Genet. 2012;21: 4827–4835. pmid:22914740
  21. 21. Zhong ZA, Sun W, Chen H, Zhang H, Lay Y-AE, Lane NE, et al. Optimizing tamoxifen-inducible Cre/loxp system to reduce tamoxifen effect on bone turnover in long bones of young mice. Bone. Elsevier; 2015;81: 614–619. pmid:26232373
  22. 22. Pham AH, Meng S, Chu QN, Chan DC. Loss of Mfn2 results in progressive, retrograde degeneration of dopaminergic neurons in the nigrostriatal circuit. Hum Mol Genet. 2012;21: 4817–4826. pmid:22859504
  23. 23. Picelli S, Björklund ÅK, Faridani OR, Sagasser S, Winberg G, Sandberg R. Smart-seq2 for sensitive full-length transcriptome profiling in single cells. Nat Methods. Nature Publishing Group; 2013;10: 1096–1098. pmid:24056875
  24. 24. Silva Ramos E, Motori E, Brüser C, Kühl I, Yeroslaviz A, Ruzzenente B, et al. Mitochondrial fusion is required for regulation of mitochondrial DNA replication. Barsh GS, editor. PLoS Genet. Public Library of Science; 2019;15: e1008085. pmid:31170154
  25. 25. Li K, Li J, Zheng J, Qin S. Reactive Astrocytes in Neurodegenerative Diseases. Aging Dis. 2019;10: 664–675. pmid:31165009
  26. 26. Solito E, McArthur S, Christian H, Gavins F, Buckingham JC, Gillies GE. Annexin A1 in the brain—undiscovered roles? Trends Pharmacol Sci. 2008;29: 135–142. pmid:18262660
  27. 27. Poulin J-F, Gaertner Z, Moreno-Ramos OA, Awatramani R. Classification of Midbrain Dopamine Neurons Using Single-Cell Gene Expression Profiling Approaches. Trends in Neurosciences. Elsevier Current Trends; 2020;43: 155–169. pmid:32101709
  28. 28. Kiani-Esfahani A, Kazemi Sheykhshabani S, Peymani M, Hashemi M-S, Ghaedi K, Nasr-Esfahani MH. Overexpression of Annexin A1 Suppresses Pro-Inflammatory Factors in PC12 Cells Induced by 1-Methyl-4-Phenylpyridinium. Cell J. 2016;18: 197–204. pmid:27540524
  29. 29. Rodríguez-Nuevo A, Zorzano A. The sensing of mitochondrial DAMPs by non-immune cells. Cell Stress. 2019;3: 195–207. pmid:31225514
  30. 30. Nakahira K, Hisata S, Choi AMK. The Roles of Mitochondrial Damage-Associated Molecular Patterns in Diseases. Antioxid Redox Signal. Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA; 2015;23: 1329–1350. https://doi.org/10.1089/ars.2015.6407 pmid:26067258
  31. 31. Gordon R, Albornoz EA, Christie DC, Langley MR, Kumar V, Mantovani S, et al. Inflammasome inhibition prevents α-synuclein pathology and dopaminergic neurodegeneration in mice. Sci Transl Med. 2018;10: eaah4066. pmid:30381407
  32. 32. Sliter DA, Martinez J, Hao L, Chen X, Sun N, Fischer TD, et al. Parkin and PINK1 mitigate STING-induced inflammation. Nature. Nature Publishing Group; 2018;561: 258–262. pmid:30135585
  33. 33. Han S, Nandy P, Austria Q, Siedlak SL, Torres S, Fujioka H, et al. Mfn2 Ablation in the Adult Mouse Hippocampus and Cortex Causes Neuronal Death. Cells. Multidisciplinary Digital Publishing Institute; 2020;9: 116. pmid:31947766
  34. 34. Jiang S, Nandy P, Wang W, Ma X, Hsia J, Wang C, et al. Mfn2 ablation causes an oxidative stress response and eventual neuronal death in the hippocampus and cortex. Mol Neurodegener. BioMed Central; 2018;13: 5–15. pmid:29391029
  35. 35. Tansey MG, Goldberg MS. Neuroinflammation in Parkinson’s disease: its role in neuronal death and implications for therapeutic intervention. Neurobiol Dis. 2010;37: 510–518. pmid:19913097
  36. 36. McGeer PL, Itagaki S, Boyes BE, McGeer EG. Reactive microglia are positive for HLA-DR in the substantia nigra of Parkinson“s and Alzheimer”s disease brains. Neurology. Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology; 1988;38: 1285–1285. pmid:3399080
  37. 37. Hunot S, Dugas N, Faucheux B, Hartmann A, Tardieu M, Debré P, et al. FcepsilonRII/CD23 is expressed in Parkinson’s disease and induces, in vitro, production of nitric oxide and tumor necrosis factor-alpha in glial cells. J Neurosci. Society for Neuroscience; 1999;19: 3440–3447. pmid:10212304
  38. 38. Mogi M, Harada M, Kondo T, Riederer P, Inagaki H, Minami M, et al. Interleukin-1 beta, interleukin-6, epidermal growth factor and transforming growth factor-alpha are elevated in the brain from parkinsonian patients. Neurosci Lett. 1994;180: 147–150. pmid:7700568
  39. 39. Dobbs RJ, Charlett A, Purkiss AG, Dobbs SM, Weller C, Peterson DW. Association of circulating TNF-α and IL-6 with ageing and parkinsonism. Acta Neurologica Scandinavica. John Wiley & Sons, Ltd; 1999;100: 34–41. pmid:10416510
  40. 40. Mogi M, Harada M, Riederer P, Narabayashi H, Fujita K, Nagatsu T. Tumor necrosis factor-alpha (TNF-alpha) increases both in the brain and in the cerebrospinal fluid from parkinsonian patients. Neurosci Lett. 1994;165: 208–210. pmid:8015728
  41. 41. Hirsch EC, Hunot S. Neuroinflammation in Parkinson’s disease: a target for neuroprotection? The Lancet Neurology. 2009;8: 382–397. pmid:19296921
  42. 42. Engblom D, Bilbao A, Sanchis-Segura C, Dahan L, Perreau-Lenz S, Balland B, et al. Glutamate receptors on dopamine neurons control the persistence of cocaine seeking. Neuron. 2008;59: 497–508. pmid:18701074
  43. 43. Motori E, Atanassov I, Kochan SMV, Folz-Donahue K, Sakthivelu V, Giavalisco P, et al. Neuronal metabolic rewiring promotes resilience to neurodegeneration caused by mitochondrial dysfunction. Sci Adv. American Association for the Advancement of Science; 2020;6: eaba8271. pmid:32923630
  44. 44. Filograna R, Koolmeister C, Upadhyay M, Pajak A, Clemente P, Wibom R, et al. Modulation of mtDNA copy number ameliorates the pathological consequences of a heteroplasmic mtDNA mutation in the mouse. Sci Adv. American Association for the Advancement of Science; 2019;5: eaav9824. pmid:30949583
  45. 45. Zeisel A, Muñoz-Manchado AB, Codeluppi S, Lönnerberg P, La Manno G, Juréus A, et al. Brain structure. Cell types in the mouse cortex and hippocampus revealed by single-cell RNA-seq. Science. 2015;347: 1138–1142. pmid:25700174
  46. 46. Tiklová K, Björklund ÅK, Lahti L, Fiorenzano A, Nolbrant S, Gillberg L, et al. Single-cell RNA sequencing reveals midbrain dopamine neuron diversity emerging during mouse brain development. Nat Commun. Nature Publishing Group; 2019;10: 581. pmid:30718509
  47. 47. Dobin A, Davis CA, Schlesinger F, Drenkow J, Zaleski C, Jha S, et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics. 2013;29: 15–21. pmid:23104886
  48. 48. Ramsköld D, Wang ET, Burge CB, Sandberg R. An abundance of ubiquitously expressed genes revealed by tissue transcriptome sequence data. Jensen LJ, editor. PLoS Comput Biol. Public Library of Science; 2009;5: e1000598. pmid:20011106
  49. 49. Anders S, Huber W. Differential expression analysis for sequence count data. Genome Biol. 2nd ed. BioMed Central; 2010;11: R106–12. pmid:20979621
  50. 50. Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. BioMed Central; 2014;15: 550–21. pmid:25516281