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Mol. Cells 2022; 45(7): 454-464

Published online April 21, 2022

https://doi.org/10.14348/molcells.2022.5002

© The Korean Society for Molecular and Cellular Biology

Pyruvate Dehydrogenase Kinase Protects Dopaminergic Neurons from Oxidative Stress in Drosophila DJ-1 Null Mutants

Yoonjeong Lee1,2,6 , Jaehyeon Kim1,3,6 , Hyunjin Kim1,2 , Ji Eun Han1,3 , Sohee Kim1,3 , Kyong-hwa Kang1,4 , Donghoon Kim1,2,3,4 , Jong-Min Kim5 , and Hyongjong Koh1,2,3,4,*

1Department of Pharmacology, Dong-A University College of Medicine, Busan 49201, Korea, 2Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan 49201, Korea, 3Department of Translational Biomedical Sciences, Dong-A University College of Medicine, Busan 49201, Korea, 4Neuroscience Translational Research Solution Center, Dong-A University College of Medicine, Busan 49201, Korea, 5Department of Anatomy and Cell Biology, Dong-A University College of Medicine, Busan 49201, Korea, 6These authors contributed equally to this work.

Correspondence to : hjkoh@dau.ac.kr

Received: September 24, 2021; Revised: December 19, 2021; Accepted: February 2, 2022

This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/.

DJ-1 is one of the causative genes of early-onset familial Parkinson’s disease (PD). As a result, DJ-1 influences the pathogenesis of sporadic PD. DJ-1 has various physiological functions that converge to control the levels of intracellular reactive oxygen species (ROS). Based on genetic analyses that sought to investigate novel antioxidant DJ-1 downstream genes, pyruvate dehydrogenase (PDH) kinase (PDK) was demonstrated to increase survival rates and decrease dopaminergic (DA) neuron loss in DJ-1 mutant flies under oxidative stress. PDK phosphorylates and inhibits the PDH complex (PDC), subsequently downregulating glucose metabolism in the mitochondria, which is a major source of intracellular ROS. A loss-of-function mutation in PDK was not found to have a significant effect on fly development and reproduction, but severely ameliorated oxidative stress resistance. Thus, PDK plays a critical role in the protection against oxidative stress. Loss of PDH phosphatase (PDP), which dephosphorylates and activates PDH, was also shown to protect DJ-1 mutants from oxidative stress, ultimately supporting our findings. Further genetic analyses suggested that DJ-1 controls PDK expression through hypoxia-inducible factor 1 (HIF-1), a transcriptional regulator of the adaptive response to hypoxia and oxidative stress. Furthermore, CPI-613, an inhibitor of PDH, protected DJ-1 null flies from oxidative stress, suggesting that the genetic and pharmacological inhibition of PDH may be a novel treatment strategy for PD associated with DJ-1 dysfunction.

Keywords DJ-1, Drosophila, oxidative stress, Parkinson’s disease, pyruvate dehydrogenase kinase

Parkinson’s disease (PD) is the second most common neurodegenerative disease and is characterized by typical motor symptoms and selective loss of dopaminergic (DA) neurons in the substantia nigra (Lang and Lozano, 1998). Various studies have supported the link between DA neuron loss and oxidative stress originating from excess generation or insufficient elimination of reactive oxygen species (ROS) (Henchcliffe and Beal, 2008). In postmortem brain analyses, oxidative damage to macromolecules, such as DNA, proteins, and lipids, has been shown to be substantially elevated in the substantia nigra of PD patients (Bender et al., 2006; Henchcliffe and Beal, 2008). Various PD animal models have been generated using oxidative stress-inducing agents, such as 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP), rotenone, paraquat, and 6-hydroxydopamine (6-OHDA) (Betarbet et al., 2000; Brooks et al., 1999; Langston et al., 1983; Ungerstedt and Arbuthnott, 1970). However, the molecular mechanisms underlying oxidative stress-induced degeneration of DA neurons have not been fully elucidated.

PD mainly develops sporadically, but can also occur due to monogenic mutations (Lesage and Brice, 2009). Among the PD-linked genes, DJ-1 is most closely associated with oxidative stress (Henchcliffe and Beal, 2008). Bonifati et al. (2003) reported that DJ-1 is associated with the development of an autosomal recessive early-onset type of familial PD. Further, subsequent studies revealed that DJ-1 plays various roles in cell biology, such as transcriptional regulation, anti-apoptotic signaling, proteostasis, and mitochondrial regulation in response to oxidative stress (Ariga et al., 2013). DJ-1 is sequentially oxidized at its cysteine residues under oxidative stress, and its activity and subcellular localization are regulated by its oxidative status (Ariga et al., 2013). Notably, excessive oxidation leads to DJ-1 inactivation, and this excessively oxidized form has been identified in the brain of patients with sporadic PD (Bandopadhyay et al., 2004; Choi et al., 2006). Such findings suggest that DJ-1 plays a role in the pathogenesis of both sporadic and familial PD. Drosophila exhibits two DJ-1 isoforms, DJ-1α and DJ-1β. DJ-1α is expressed mainly in the testes, whereas DJ-1β is expressed throughout the body (Meulener et al., 2005; Park et al., 2005), similar to mammalian DJ-1 (Nagakubo et al., 1997). Interestingly, DJ-1β mutant flies show locomotive defects and DA neuron degeneration, resembling the symptoms of PD patients (Hwang et al., 2013; Park et al., 2005; Yang et al., 2017).

In this study, the overexpression of pyruvate dehydrogenase (PDH) kinase (PDK) was demonstrated to enhance survival rates and ameliorate DA neuron loss in DJ-1β mutant flies under oxidative stress. PDK phosphorylates and inhibits PDH complex (PDC) (Park et al., 2018), subsequently downregulating mitochondrial glucose metabolism, which is a major source of intracellular ROS. Indeed, Drosophila PDK mutants showed hypersensitivity to oxidative stress. Further, a loss-of-function mutation in PDH phosphatase (PDP), which dephosphorylates and activates PDC (Park et al., 2018), was demonstrated to protect DJ-1β mutants from oxidative stress, supporting the idea that PDK plays a critical role in oxidative stress resistance by inhibiting PDC. Further genetic analyses revealed that DJ-1 controls PDK expression through hypoxia-inducible factor 1α (HIF-1α), a transcriptional regulator that mediates the adaptive response to hypoxia and oxidative stress. Consistent with these genetic data, CPI-613, an inhibitor of PDH (Zachar et al., 2011), has been shown to protect DJ-1β null flies from oxidative stress, suggesting that PDH inhibitors may be novel treatment candidates for PD associated with DJ-1 dysfunction.

Drosophila strains

All flies were grown as described previously (Jang et al., 2020). The w1118, hs-GAL4, and elav-GAL4 strains were obtained from Bloomington Stock Center (USA). PDKP (PDKEY01879) and PDPP (PDPG1628) mutants were also obtained from Bloomington Stock Center and backcrossed with the w1118 controls for six generations to remove genetic background effects. The insertion site of the P-element in PDKP is located at +88 bp of the PDK open reading frame, and the P-element insertion site in PDPP is located at +52 bp of the PDP transcription start site. PDK cDNA was sub-cloned from the LD23669 BDGP cDNA clones, inserted into the pUAST vector with a C-terminal HA (hemagglutinin)-tag, and microinjected into w1118 embryos. DJ-1βex54 flies were generated as previously described (Park et al., 2005). The dVHL1 and UAS-sima fly lines were kindly provided by Dr. Tien Hsu and Dr. Pablo Wappner.

Oxidative stress assays

For the oxidative stress assays, three or four groups of 30 3-day-old flies (n = 90 or 120) were starved for 6 h and transferred to a vial containing a gel consisting of phosphate-buffered saline (PBS), 5% sucrose, and an oxidative stress agent (5 mM rotenone or 1% H2O2). To determine the role of PDK in oxidative stress resistance, male and female PDKP flies were used. However, for the other assays, only male flies were used. The flies were transferred to fresh vials daily, and the number of dead flies was counted at the time points indicated in the figures. All oxidative stress assays were performed at 25°C and repeated at least twice.

mtDNA PCR and ATP assay

For mitochondrial DNA (mtDNA) polymerase chain reaction (PCR), total DNA was extracted from the thoraces of five 3- and 10-day-old male flies. Quantitative real-time (RT) PCR was performed as described previously (Yang et al., 2017). Rp49 genomic DNA levels were used as an internal control. The results are expressed as fold-changes relative to the control. For the ATP assay, the thoraces of five 3-day-old male flies were dissected, and ATP concentration was measured as previously described (Yang et al., 2017). The relative ATP level was calculated as the ratio of ATP concentration to the total protein concentration. The total protein concentration was determined using the bicinchoninic acid assay (Sigma, USA). The results of the mtDNA PCR and ATP assays are expressed as mean ± SD of three independent experiments.

Drosophila DA neuron and tissue staining

To investigate the change in the number of DA neurons in DJ-1β mutants under oxidative stress, 30 male flies (3 days old) were starved for 6 h and incubated for 3 days in a vial containing a gel consisting of PBS, 5% sucrose, and an oxidative stress agent (0.2 mM rotenone or 1% H2O2). To stain DA neurons, adult brains from ten random flies were fixed with 4% paraformaldehyde and stained with an anti-TH rabbit antibody (1:50; Pel-Freez, USA), as previously described (Yang et al., 2017). The stained brain samples were then observed and imaged using an LSM 700 confocal microscope (Zeiss, Germany) at the Neuroscience Translational Research Solution Center (Korea).

Genotypes

WT (+/Y); PDKP (PDKP/PDKP); hs (hs-GAL4/+); hs DJ-1βex54 (hs-GAL4/+; DJ-1βex54/DJ-1βex54); hs>PDK DJ-1βex54 (hs-GAL4/UAS-PDK; DJ-1βex54/DJ-1βex54); elav (elav-GAL4/+); elav DJ-1βex54 (elav-GAL4/+; DJ-1βex54/DJ-1βex54); elav>PDK DJ-1βex54 (elav-GAL4/UAS-PDK; DJ-1βex54/DJ-1βex54); PDPP (PDPP/Y); DJ-1βex54 (DJ-1βex54/DJ-1βex54); PDPP DJ-1βex54 (PDPP/Y; DJ-1βex54/DJ-1βex54); VHL-/+ DJ-1βex54 (VHL1/+; DJ-1βex54/DJ-1βex54); elav>Sima DJ-1βex54 (elav-GAL4/UAS-Sima; DJ-1βex54/DJ-1βex54).

Luciferase assay

To measure the transactivation activity of Sima on the PDK gene, the promoter region was subcloned into the pGL3 reporter plasmid (Promega, USA) using the following primers: PDK promoter F (CGC ACG CGT CCA ACA CTT GTA GTG GTT AAA AGT GTA G) and R (CGC AGA TCT CTC ACT CTC TTC GCA GGA CGT TG). PDK reporters with HRE mutations were generated using the QuikChangeTM site-directed mutagenesis kit (Agilent Technologies, USA) with the following primer pairs: HRE1 mutant F (ACA CTG CGG CTC TCC CGA TCA AAA GCG CTC GCA GC) and R (GCT GCG AGC GCT TTT GAT CGG GAG AGC CGC AGT GT); and HRE2 mutant F (CCC GCC TTT CAA CAC AAA AAC AAC AAC AAC AAA TCG GAG CAG AGC TAA CAC AA) and R (TTG TGT TAG CTC TGC TCC GAT TTG TTG TTG TGT TGA AAG GCG GG). S2 cells were transfected with the wild-type or HRE mutant PDK reporters, pUAST-Sima, pR-TK Renilla reporter, and pMT-GAL4 plasmids. Two days post-transfection, Sima expression was induced by CuSO4 treatment. After 24 h, the luciferase assay was performed using the Dual-LuciferaseTM Reporter Assay Kit (Promega) according to the manufacturer's instructions. The results are expressed as average luciferase activity ± SD from three independent experiments.

Quantitative RT-PCR

Total RNA was extracted from five 3-day-old flies and reverse-transcribed, as previously described (Park et al., 2006). Quantitative RT-PCR was performed using SYBR Premix Ex Taq (Takara, Japan) on QuantStudio 3 (Thermo Fisher Scientific, USA) at the Neuroscience Translational Research Solution Center. Rp49 levels were used as internal controls. The results are expressed as fold-changes relative to the control. The average mRNA levels ± SD were obtained from three independent experiments. The following primer pairs were used: rp49 F (GCT TCA AGA TGA CCA TCC GCC C) and R (GGT GCG CTT GTT CGA TCC GTA AC); PDK F (CTG TTT CCA GTC CGA TTC TCA G) and R (CAG AAG GGC GAT CTC CTT CAT G); prel F (CAC CAG GAA CCT GGG AAT GAC) and R (CAG CAC GTA GTT GAA TCC ATT GGA G); PDP F (CTC CAT ATA GAT GTT CAA GTT CGT G) and R (GTA AAC GAA CTC GTT CTC CCT CAG); and Rab39 F (GAC AGC ACC GTG GGC AAG AG) and R (GAC TTG GTG ATC GAA CGG AAG C).

Statistical analysis

To quantify DA neurons, four major DA neuron clusters from more than 15 brains of each genotype were observed in a blinded fashion to eliminate bias (n = 30-40). One-way ANOVA with Sidak correction was used to compare three or more groups, while Student’s two-tailed t-test was used for two-group comparisons. The Kaplan–Meier method and Log-rank test were used to analyze survival data and determine whether the treatments had any effect on the longevity of individuals using online application survival analysis lifespan assays (http://sbi.postech.ac.kr/oasis). Significance was considered at P < 0.05.

PDK mutants are highly sensitive to oxidative stress

The central nervous system (CNS) receives most of its energy from oxygen-dependent glucose metabolism. Further, mitochondrial PDC mediates a major step in glucose oxidation, namely the irreversible decarboxylation of pyruvate to acetyl-CoA (Jha et al., 2012). PDC activity is tightly regulated by PDK- and PDP-induced phosphorylation of the PDH E1 subunit, which is the first component of PDC (Park et al., 2018). Recent studies have revealed the role of PDKs in the development of various metabolic diseases and cancers (Park et al., 2018). Accumulating evidence suggests that alterations in PDKs are associated with the development of several neurological disorders (Jha et al., 2012).

Mammals exhibit four PDK isoforms with different tissue expression levels and functions that are encoded by independent genes (Park et al., 2018). The Drosophila PDK ortholog is encoded by a single gene, PDK. PDKP is a Drosophila mutant line with a P-element insertion in its first exon (Fig. 1A). PDKP flies could successfully develop into adults (Fig. 1B), but were found to exhibit a severe reduction in PDK transcript levels via quantitative RT-PCR analysis (Fig. 1C). In contrast, there was no change in pre1 transcript levels, which is a gene adjacent to the P-element insertion site. Such findings indicate that P-element insertion specifically inhibits PDK expression in PDKP mutants (Fig. 1C).

To understand the physiological functions of PDK, we analyzed ATP levels, which indicate mitochondrial function, and mtDNA content, which allowed us to quantify the number of mitochondria in the indirect flight muscles of the PDKP mutants. ATP levels remained unchanged in both 3- and 10-day-old PDKP mutants compared with wild-type controls of the same age (Fig. 1D). Similarly, the mtDNA content did not change significantly in 3- or 10-day-old PDKP mutants (Fig. 1E), suggesting that general mitochondrial function and abundance were maintained in the PDK mutants. However, under oxidative stress induced by rotenone, a specific inhibitor of mitochondrial respiratory chain complex I, the survival rate of PDKP flies radically declined (Fig. 1F). Moreover, the PDKP mutants were found to be highly sensitive to H2O2 treatment (Fig. 1G), suggesting a protective role of PDK against oxidative stress.

PDK restores the oxidative stress-induced phenotypes of DJ-1β mutant flies

Sensitivity to oxidative stress is closely related to neurodegenerative diseases, especially PD. ROS sensitivity is markedly increased in flies lacking DJ-1β, which is most closely linked to oxidative stress (Henchcliffe and Beal, 2008; Park et al., 2005). Under rotenone treatment, DJ-1β null mutants (hs DJ-1βex54) showed decreased survival rates compared to controls (hs), as previously reported (Yang et al., 2017) (Fig. 2A). Notably, PDK overexpression in DJ-1β null mutants was demonstrated to rescue the decreased survival rates of DJ-1β null mutants (Fig. 2A). In addition, PDK overexpression substantially increased the survival rate of DJ-1β mutants in media containing H2O2 (Fig. 2B). To further investigate the PDK-induced changes in the phenotype of DJ-1β mutants, we stained adult Drosophila brains with an anti-TH antibody to determine the number of DA neurons. In Drosophila brain, most DA neurons are found in four major DA neuron clusters: dorsolateral cluster 1 (DL1), dorsomedial cluster (DM), posteromedial cluster (PM), and dorsolateral cluster 2 (DL2) (Park et al., 2006). Under oxidative stress, DJ-1β mutants showed a significant decrease in the number of DA neurons in the DL1 and DM clusters (Figs. 2C and 2D), as previously reported (Yang et al., 2017). PDK overexpression also successfully inhibited DA neuron degeneration in both clusters of DJ-1β mutants (Figs. 2C and 2D). These results indicate that PDK can rescue oxidative stress-induced phenotypes in DJ-1β null mutants, confirming the protective role of PDK against oxidative stress.

Loss of PDP rescues the DJ-1β mutant phenotypes induced by oxidative stress

PDKs phosphorylate and inhibit PDH, while PDPs catalyze the reverse reaction, leading to PDH activation. There are two PDP isoforms (PDP1 and PDP2) in mammals (Park et al., 2018), whereas only one PDP isoform exists in Drosophila. In this study, we identified a PDP mutant (PDPP) from the Genexel library that had an EP-element insertion in the first exon (Fig. 3A). As expected, PDPP mutants showed reduced PDP mRNA expression levels, but no significant change in the expression of Rab39, a gene located next to PDP (Fig. 3B). Notably, the induction of PDP mutations markedly rescued the decreased survival rates of DJ-1β mutants under H2O2 treatment (Fig. 3C). Moreover, PDP mutations suppressed H2O2-induced DA neuron loss in DJ-1β mutants (Figs. 3D and 3E). Such findings indicate that the loss of PDP can rescue oxidative stress-induced phenotypes in DJ-1β mutants, which were also attenuated by PDK overexpression. Accordingly, PDH downregulation can protect DJ-1β mutants from oxidative stress.

The HIF-1 pathway regulates PDK expression levels in a DJ-1-dependent manner

Based on its protective role against oxidative stress, we investigated PDK expression levels under oxidative stress. Surprisingly, H2O2 treatment increased PDK mRNA expression levels in wild-type flies but not in DJ-1β null mutants (Fig. 4A). Such finding suggests that oxidative stress regulates PDK expression levels in a DJ-1 dependent manner. Based on previous studies, DJ-1 is an important regulator of HIF-1, a transcription factor that is activated by hypoxia and oxidative stress (Vasseur et al., 2009). Under normal oxygen or ROS levels, the alpha subunit of HIF-1 (HIF-1α) is ubiquitinated by the von Hippel Lindau (VHL) protein and finally degraded by the proteasome (Kamura et al., 2000; Tanimoto et al., 2000). However, hypoxia or oxidative stress inhibits the VHL-mediated degradation of HIF-1α and induces the transcription of genes involved in adaptive responses. Interestingly, DJ-1 was demonstrated to interact directly with VHL via biochemical screening, and a subsequent study found that DJ-1 stabilizes HIF-1α by preventing its association with VHL (Parsanejad et al., 2014). Previous studies have also revealed that HIF-1 directly transactivates PDKs gene (Kim et al., 2006; Kirito et al., 2009). Thus, we hypothesized that HIF-1 may be a transcription factor that induces PDK expression under the control of DJ-1. VHL mutations in the DJ-1β mutants were found to recover the H2O2-induced increase in PDK mRNA expression levels (Fig. 4A). In addition, VHL mutations increased the survival rate of DJ-1β mutants (Fig. 4B) and suppressed DA neuronal death in DJ-1β null flies under oxidative stress (Fig. 4C). Consistently, the overexpression of Sima, a Drosophila ortholog of mammalian HIF-1α, protected DA neurons from oxidative stress in DJ-1β mutants (Fig. 4D). Two putative HIF-1 binding elements, also known as hypoxia response elements (HREs) (Semenza et al., 1996), were identified near the PDK transcription start site (Fig. 4E). Thereafter, the PDK promoter region was cloned into a luciferase reporter plasmid, and Sima cDNA and the HRE reporter plasmid were cotransfected into the Drosophila S2 cell line. Based on the results, the promoter activity was increased by Sima expression and decreased by HRE1 mutations (Fig. 4F). Therefore, DJ-1 was concluded to control PDK expression via the VHL-HIF-1 pathway to protect DA neurons from oxidative stress.

CPI-613 protects DJ-1β null mutants from oxidative stress

Owing to recent correlations between mitochondrial metabolism and cancer, small molecules that can modulate PDH activity have been developed. Zachar et al. (2011) developed CPI-613, a lipoate analog that resembles PDH catalytic intermediates and can inactivate PDH via PDK activation. As expected, CPI-613 induced PDK-dependent phosphorylation of PDH and subsequently inhibited PDC activity (Zachar et al., 2011). Thus, we investigated whether CPI-613 administration rescued oxidative stress-induced defects in DJ-1β mutant flies. Briefly, 3-day-old flies were treated with CPI-613 (10 mM) or vehicle alone, and their survival under oxidative stress was determined. Without CPI-613 treatment, DJ-1β null mutants showed decreased survival rates compared with wild-type controls after incubation in H2O2- (Fig. 5A) or rotenone-containing media (Fig. 5B). However, CPI-613 treatment markedly rescued the decreased survival rates of DJ-1β mutants in both media (Figs. 5A and 5B). Moreover, CPI-613 suppressed oxidative stress-induced DA neuronal death in the DL1 and DM clusters of DJ-1β null flies (Figs. 5C and 5D). Overall, these findings confirm that PDH inhibition can rescue oxidative stress-induced DJ-1β mutant phenotypes, suggesting that CPI-613 may suppress DJ-1-associated pathogenesis.

In this study, we isolated and characterized the Drosophila PDK mutants. Although mammals have four PDK isoforms encoded by four independent genes, Drosophila has only one PDK isoform. Thus, PDK expression could easily be silenced to investigate its in vivo functions in Drosophila. Notably, our PDK mutants successfully developed into adults (Fig. 1B) and showed no significant defects in ATP levels or mtDNA content (Figs. 1D and 1E). However, PDK mutant flies were identified to be sensitive to oxidative stress induced by rotenone and H2O2 (Figs. 1F and 1G), suggesting that PDK plays a critical role in response to external stress factors, including oxidative stress. To further test the role of PDK in the response to oxidative stress, we introduced the PDK transgene into PD model flies with the deletion of DJ-1β, as DJ-1 is the PD gene most closely associated with oxidative stress. The overexpression of PDK in DJ-1β mutants successfully rescued oxidative stress-induced phenotypes, such as the decreased survival rates and DA neuron loss (Fig. 2). In addition, PDP mutations suppressed the loss of DA neurons in DJ-1β mutants under oxidative stress (Fig. 3), further confirming the neuroprotective role of PDK against oxidative stress.

Consistent with our results, PDCs and their regulators are critically involved in various neurological disorders. PDC deficiency in fetus causes congenital lactic acidosis and CNS malfunction, which ranges from minimal motor impairment to profound intellectual disability with motor deficits (Pliss et al., 2016). A missense mutation in PDK3 is linked to Charcot–Marie–Tooth (CMT) disease, a hereditary motor and sensory disorder of the peripheral nerve (Kennerson et al., 2013). Interestingly, Halim et al. (2010) found that PDC activity in different cell types, including the nervous system and astrocytes, a type of glial cell, is strongly inhibited via phosphorylation due to higher PDK expression compared to neurons. This specific inhibition of PDC in astrocytes increases the production of lactate, which is metabolized by the TCA cycle in neurons. Such findings suggest that PDK is the molecular mediator of the metabolic interaction proposed in the astrocyte-neuron lactate shuttle hypothesis (Jha et al., 2012). In contrast, neuronal PDCs showed markedly lower levels of phosphorylation (Halim et al., 2010), indicating that in neurons, PDCs operate at almost maximal levels to perform the energy-consuming transport of neurotransmitters under normal conditions. However, a recent head trauma model study suggested a neuroprotective role for PDC inhibition under oxidative stress (Egge et al., 2021). In this study, genetic preconditioning to reduce cytochrome C oxidase function prevented trauma-induced ROS production and the subsequent loss of DA neurons in the impacted brain. Further analyses also revealed the induction of PDK expression and PDH phosphorylation in the preconditioned brain. Consistently, dichloroacetate, a specific inhibitor of PDK, nullified neuroprotection in preconditioned mice. Moreover, without preconditioning, PDP knockdown suppressed the degeneration of DA neurons after trauma, suggesting that modulating PDC activity is sufficient to suppress trauma-induced neurodegeneration.

According to previous studies, the expression of PDK isoforms is regulated by various stress factors, such as starvation, hypoxia, and oxidative stress (Jha et al., 2012). Interestingly, H2O2 treatment induced PDK mRNA expression in Drosophila, whereas DJ-1β deletion nullified this effect, suggesting that oxidative stress induces PDK expression in a DJ-1-dependent manner (Fig. 4A). To protect cells from ROS, DJ-1 plays multifaceted roles in the antioxidant defense system to provide sufficient reducing power for the antioxidant enzyme network. DJ-1 also promotes glutathione synthesis and glutathione reductase expression (Meiser et al., 2016; Zhou and Freed, 2005), and facilitates the nuclear translocation of the transcription factor, Nrf2 (Clements et al., 2006), thereby inducing the expression of antioxidant enzymes, such as heme oxygenase-1 (HO-1), thioredoxin 1 (Trx1) (Im et al., 2012), and isocitrate dehydrogenase (IDH) (Yang et al., 2017). DJ-1 activates the expression of uncoupling protein 4 (UCP4) via the NF-kB pathway (Xu et al., 2018), and subsequently induces “mild uncoupling,” which prevents a superfluous proton gradient and ROS formation (Ramsden et al., 2012). The molecular link between DJ-1 and PDK in response to oxidative stress indicates that DJ-1 protects DA neurons from ROS via PDK expression. When the relationship between DJ-1 and PDK was assessed, the overexpression of HIF-1α, a well-known transcription factor that plays a role in the response to hypoxia and oxidative stress, was shown to suppress oxidative stress-induced DA neuron loss in DJ-1β mutants (Fig. 4D). Further genetic analyses demonstrated that a VHL loss-of-function mutation restored PDK induction and the survival rates of DJ-1β mutants under oxidative stress (Figs. 4B and 4C). In addition, HIF-1α directly induced PDK expression in Drosophila S2 cells (Fig. 4F), supporting HIF-1α as a molecular mediator that links DJ-1 and PDK under oxidative stress. Consistent with our findings, Parsanejad et al. (2014) reported that DJ-1 stabilizes HIF-1α by inhibiting the HIF-1α-VHL interaction. Other studies have also shown that HIF-1 transactivates the mammalian PDK isoform, PDK1, which inhibits PDC and subsequently drives the metabolic transition from mitochondrial respiration to glycolysis to prevent toxic ROS production from mitochondria under cellular stress (Kim et al., 2006; Kirito et al., 2009). Thus, we suggest that DJ-1 transactivates PDK, a metabolic switch to aerobic glycolysis, to reduce toxic ROS generation via the VHL-HIF-1 pathway and protect DA neurons in response to oxidative stress.

Our genetic data suggest that PDC and its regulators may be putative molecular targets for the treatment of DJ-1 deficiency-associated diseases. As a result, we treated DJ-1β mutant flies with CPI-613, a tricarboxylic acid (TCA) cycle inhibitor that targets PDH (Zachar et al., 2011). As expected, CPI-613 treatment markedly rescued the decreased survival rate of DJ-1β mutants induced by oxidative stress (Figs. 5A and 5B). CPI-613 treatment also successfully ameliorated oxidative stress-induced DA neuron loss in DJ-1β mutants (Figs. 5C and 5D). Collectively, these results suggest that PDH inhibitors developed for the treatment of various cancers or metabolic diseases should be further evaluated as treatments for human pathologies induced by DJ-1 deficiency, including PD.

This work was supported by grants from the National Research Foundation of Korea, funded by the Ministry of Science and ICT (grant Nos. 2020R1F1A105165912 and 2016R1A5A2007009) and a Korea Basic Science Institute (National Research Facilities and Equipment Center) grant funded by the Ministry of Education (grant No. 2021R1A6C101A425).

Y.L., J.K., H.K. (Hyunjin Kim), and J.E.H. designed and performed experiments. Y.L., J.K., and H.K. (Hyongjong Koh) wrote the manuscript. S.K. and K.K. analyzed the data. D.K., J.M.K., and H.K. (Hyongjong Koh) supervised this study.

Fig. 1. Characterization of PDKP mutant flies. (A) Schematic genomic organization of the PDK locus. Black rectangles, coding sequences; Gray rectangles, untranslated regions. The genomic structures of the PDK mutants (PDKP) are described in the Materials and Methods section. (B) Light stereo micrographs of wild-type (WT) and PDKP. (C) Comparison of the PDK and prel mRNA levels in WT and PDKP. (D) Comparison of the ATP content in the analyzed thoraces. (E) Quantification of mtDNA content in the analyzed thoraces. Cox I, cytochrome c oxidase subunit I; Cox III, cytochrome c oxidase subunit III; Cyt B, cytochrome b. (F and G) Survival curves of 3-day-old WT and PDKP male (♂) and female (♀) flies fed 0.2 mM rotenone (F) or 1% H2O2 (G) containing food (log-rank test: P < 0.001, n = 90 for PDKP males administered H2O2 containing food; n = 120 for other genotypes). For detailed statistical analyses of life span data in this and other figures, please see Supplementary Table S1. Significance was determined using the Student’s t-test. ***P < 0.001; NS, not significant. Error bars indicate mean ± SD.
Fig. 2. PDK rescued DJ-1β mutant phenotypes induced by oxidative stress. (A and B) Survival curves of 3-day-old control (hs), DJ-1β null mutants (hs DJ-1βex54), and PDK-overexpressing DJ-1β mutants (hs>PDK DJ-1βex54) fed 0.2 mM rotenone (A) or 1% H2O2 (B) containing food (log-rank test: hs vs hs DJ-1βex54 and hs DJ-1βex54 vs hs>PDK DJ-1βex54: P < 0.001, n = 150 for hs flies on rotenone containing food; n = 120 for other genotypes). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (C and D) Confocal images (C) and graphs (D) of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters in adult brains from 6-day-old elav-GAL4/+ (elav), DJ-1β null mutants (elav DJ-1βex54), and PDK-overexpressing DJ-1β null mutants (elav>PDK DJ-1βex54) after H2O2 treatment. DA neurons were stained with an anti-TH antibody (green) (n = 20 for elav; n = 30 for elav DJ-1βex54 and elav>PDK DJ-1βex54). Inset: The DA neuron clusters in Drosophila adult brain. Four clusters (DL1, DM, PM, and DL2) (Park et al., 2006) and 5 clusters (PPM1/2, PAM, PPL1, PPL2, and PAL) (Coulom and Birman, 2004) are represented. Significance was determined by one-way ANOVA with Sidak correction. *P < 0.05; **P < 0.01; ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD. Scale bars = 20 μm.
Fig. 3. PDPP mutation prevented oxidative stress-induced defects in DJ-1β mutants. (A) Schematic genomic organization of the PDP locus. Black rectangles, coding sequences; Gray rectangles, untranslated regions. The genomic structures of PDPP are described in the Materials and Methods section. (B) Comparison of PDP and Rab39 mRNA levels in wild-type (WT) and PDP mutants (PDPP). (C) Survival curves of WT, DJ-1β null mutants (DJ-1βex54), PDPP, and PDPP and DJ-1β double mutants (PDPP DJ-1βex54) fed 1% H2O2-containing food (log-rank test: WT vs DJ-1βex54, PDPP vs DJ-1βex54, and DJ-1βex54 vs PDPP DJ-1βex54: P < 0.001, n = 120 for each genotype). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (D and E) Confocal images (D) and graphs (E) of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old flies after H2O2 treatment. DA neurons were stained with an anti-TH antibody (green) (n = 30 for each genotype). Significance was determined by one-way ANOVA with Sidak correction. *P < 0.05; ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD. Scale bars = 20 μm.
Fig. 4. DJ-1 induced PDK expression via the VHL-HIF-1α pathway. (A) Comparison of the PDK mRNA expression levels in wild type (WT), DJ-1β null mutants (DJ-1βex54), and DJ-1β null mutants with a heterozygous VHL mutation (VHL-/+ DJ-1βex54) after treatment with control vehicle or 1% H2O2 (n = 3). (B) Survival curves of WT, DJ-1βex54, and VHL-/+ DJ-1βex54 fed 1% H2O2-containing food (log-rank test: WT vs DJ-1βex54 and DJ-1βex54 vs VHL-/+ DJ-1βex54: P < 0.001, n = 120 for each genotype). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (C) Graphs of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old flies after H2O2 treatment (n = 30 for each genotype). (D) Graphs of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old elav-GAL4 control flies (elav), DJ-1β null mutants (elav DJ-1βex54), and Sima-overexpressing DJ-1β null mutants (elav>sima DJ-1βex54) after H2O2 treatment (n = 20 for each genotype). (E) Schematic linear map of putative HREs in the PDK locus. The sequences of two putative HREs are presented (HRE1: CACGC; HRE2: ACGTG) (Semenza et al., 1996). The location of each HRE is indicated using the first nucleotide preceding the ATG codon as −1. The site-directed mutagenesis performed on each HRE is also represented. (F) Comparison of the luciferase activity of PDK reporters in Sima-transfected S2 cells (n = 3). The reporter plasmids with wild type (WT), HRE1 site-mutated (HRE1), HRE2 site-mutated (HRE2), or HRE1 & HRE2-mutated (HRE1,2) PDK promoters were co-transfected to quantitatively measure the activation of each promoter by the Sima transcription factor (n = 3). The construction of the PDK reporters is described in the Materials and Methods section. Significance was determined by one-way ANOVA with Sidak correction. *P < 0.05; **P < 0.01; ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD.
Fig. 5. The PDH inhibitor, CPI-613, protected DJ-1β null flies from oxidative stress. (A and B) Survival curves of wild-type (WT), DJ-1β null mutants (DJ-1βex54), and CPI-613-treated DJ-1β null mutants (DJ-1βex54 CPI-613) fed 1% H2O2- (A) or 0.2 mM rotenone- (B) containing food (log-rank test: WT vs DJ-1βex54 and DJ-1βex54 vs DJ-1βex54 CPI-613: P < 0.001, n = 90 for each genotype). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (C and D) Confocal images (C) and graphs (D) of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old flies after rotenone treatment. DA neurons were stained with an anti-TH antibody (green) (n = 21 for each genotype). Significance was determined by one-way ANOVA with Sidak correction. ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD. Scale bars = 20 μm.
  1. Ariga H., Takahashi-Niki K., Kato I., Maita H., Niki T., and Iguchi-Ariga S.M. (2013). Neuroprotective function of DJ-1 in Parkinson's disease. Oxid. Med. Cell. Longev. 2013, 683920.
    Pubmed KoreaMed CrossRef
  2. Bandopadhyay R., Kingsbury A.E., Cookson M.R., Reid A.R., Evans I.M., Hope A.D., Pittman A.M., Lashley T., Canet-Aviles R., and Miller D.W., et al. (2004). The expression of DJ-1 (PARK7) in normal human CNS and idiopathic Parkinson's disease. Brain 127, 420-430.
    Pubmed CrossRef
  3. Bender A., Krishnan K.J., Morris C.M., Taylor G.A., Reeve A.K., Perry R.H., Jaros E., Hersheson J.S., Betts J., and Klopstock T., et al. (2006). High levels of mitochondrial DNA deletions in substantia nigra neurons in aging and Parkinson disease. Nat. Genet. 38, 515-517.
    Pubmed CrossRef
  4. Betarbet R., Sherer T.B., MacKenzie G., Garcia-Osuna M., Panov A.V., and Greenamyre J.T. (2000). Chronic systemic pesticide exposure reproduces features of Parkinson's disease. Nat. Neurosci. 3, 1301-1306.
    Pubmed CrossRef
  5. Bonifati V., Rizzu P., van Baren M.J., Schaap O., Breedveld G.J., Krieger E., Dekker M.C.J., Squitieri F., Ibanez P., and Joosse M., et al. (2003). Mutations in the DJ-1 gene associated with autosomal recessive early-onset parkinsonism. Science 299, 256-259.
    Pubmed CrossRef
  6. Brooks A.I., Chadwick C.A., Gelbard H.A., Cory-Slechta D.A., and Federoff H.J. (1999). Paraquat elicited neurobehavioral syndrome caused by dopaminergic neuron loss. Brain Res. 823, 1-10.
    Pubmed CrossRef
  7. Choi J., Sullards M.C., Olzmann J.A., Rees H.D., Weintraub S.T., Bostwick D.E., Gearing M., Levey A.I., Chin L.S., and Li L. (2006). Oxidative damage of DJ-1 is linked to sporadic Parkinson and Alzheimer diseases. J. Biol. Chem. 281, 10816-10824.
    Pubmed KoreaMed CrossRef
  8. Clements C.M., McNally R.S., Conti B.J., Mak T.W., and Ting J.P. (2006). DJ-1, a cancer- and Parkinson's disease-associated protein, stabilizes the antioxidant transcriptional master regulator Nrf2. Proc. Natl. Acad. Sci. U. S. A. 103, 15091-15096.
    Pubmed KoreaMed CrossRef
  9. Coulom H. and Birman S. (2004). Chronic exposure to rotenone models sporadic Parkinson's disease in Drosophila melanogaster. J. Neurosci. 24, 10993-10998.
    Pubmed KoreaMed CrossRef
  10. Egge N., Arneaud S.L.B., Fonseca R.S., Zuurbier K.R., McClendon J., and Douglas P.M. (2021). Trauma-induced regulation of VHP-1 modulates the cellular response to mechanical stress. Nat. Commun. 12, 1484.
    Pubmed KoreaMed CrossRef
  11. Halim N.D., McFate T., Mohyeldin A., Okagaki P., Korotchkina L.G., Patel M.S., Jeoung N.H., Harris R.A., Schell M.J., and Verma A. (2010). Phosphorylation status of pyruvate dehydrogenase distinguishes metabolic phenotypes of cultured rat brain astrocytes and neurons. Glia 58, 1168-1176.
    Pubmed KoreaMed CrossRef
  12. Henchcliffe C. and Beal M.F. (2008). Mitochondrial biology and oxidative stress in Parkinson disease pathogenesis. Nat. Clin. Pract. Neurol. 4, 600-609.
    Pubmed CrossRef
  13. Hwang S., Song S., Hong Y.K., Choi G., Suh Y.S., Han S.Y., Lee M., Park S.H., Lee J.H., and Lee S., et al. (2013). Drosophila DJ-1 decreases neural sensitivity to stress by negatively regulating Daxx-like protein through dFOXO. PLoS Genet. 9, e1003412.
    Pubmed KoreaMed CrossRef
  14. Im J.Y., Lee K.W., Woo J.M., Junn E., and Mouradian M.M. (2012). DJ-1 induces thioredoxin 1 expression through the Nrf2 pathway. Hum. Mol. Genet. 21, 3013-3024.
    Pubmed KoreaMed CrossRef
  15. Jang Y.G., Choi Y., Jun K., and Chung J. (2020). Mislocalization of TORC1 to lysosomes caused by KIF11 inhibition leads to aberrant TORC1 activity. Mol. Cells 43, 705-717.
    Pubmed KoreaMed CrossRef
  16. Jha M.K., Jeon S., and Suk K. (2012). Pyruvate dehydrogenase kinases in the nervous system: their principal functions in neuronal-glial metabolic interaction and neuro-metabolic disorders. Curr. Neuropharmacol. 10, 393-403.
    Pubmed KoreaMed CrossRef
  17. Kamura T., Sato S., Iwai K., Czyzyk-Krzeska M., Conaway R.C., and Conaway J.W. (2000). Activation of HIF1alpha ubiquitination by a reconstituted von Hippel-Lindau (VHL) tumor suppressor complex. Proc. Natl. Acad. Sci. U. S. A. 97, 10430-10435.
    Pubmed KoreaMed CrossRef
  18. Kennerson M.L., Yiu E.M., Chuang D.T., Kidambi A., Tso S.C., Ly C., Chaudhry R., Drew A.P., Rance G., and Delatycki M.B., et al. (2013). A new locus for X-linked dominant Charcot-Marie-Tooth disease (CMTX6) is caused by mutations in the pyruvate dehydrogenase kinase isoenzyme 3 (PDK3) gene. Hum. Mol. Genet. 22, 1404-1416.
    Pubmed KoreaMed CrossRef
  19. Kim J.W., Tchernyshyov I., Semenza G.L., and Dang C.V. (2006). HIF-1-mediated expression of pyruvate dehydrogenase kinase: a metabolic switch required for cellular adaptation to hypoxia. Cell Metab. 3, 177-185.
    Pubmed CrossRef
  20. Kirito K., Hu Y., and Komatsu N. (2009). HIF-1 prevents the overproduction of mitochondrial ROS after cytokine stimulation through induction of PDK-1. Cell Cycle 8, 2844-2849.
    Pubmed CrossRef
  21. Lang A.E. and Lozano A.M. (1998). Parkinson's disease. First of two parts. N. Engl. J. Med. 339, 1044-1053.
    Pubmed CrossRef
  22. Langston J.W., Ballard P., Tetrud J.W., and Irwin I. (1983). Chronic Parkinsonism in humans due to a product of meperidine-analog synthesis. Science 219, 979-980.
    Pubmed CrossRef
  23. Lesage S. and Brice A. (2009). Parkinson's disease: from monogenic forms to genetic susceptibility factors. Hum. Mol. Genet. 18, R48-R59.
    Pubmed CrossRef
  24. Meiser J., Delcambre S., Wegner A., Jager C., Ghelfi J., d'Herouel A.F., Dong X., Weindl D., Stautner C., and Nonnenmacher Y., et al. (2016). Loss of DJ-1 impairs antioxidant response by altered glutamine and serine metabolism. Neurobiol. Dis. 89, 112-125.
    Pubmed CrossRef
  25. Meulener M., Whitworth A.J., Armstrong-Gold C.E., Rizzu P., Heutink P., Wes P.D., Pallanck L.J., and Bonini N.M. (2005). Drosophila DJ-1 mutants are selectively sensitive to environmental toxins associated with Parkinson's disease. Curr. Biol. 15, 1572-1577.
    Pubmed CrossRef
  26. Nagakubo D., Taira T., Kitaura H., Ikeda M., Tamai K., Iguchi-Ariga S.M., and Ariga H. (1997). DJ-1, a novel oncogene which transforms mouse NIH3T3 cells in cooperation with ras. Biochem. Biophys. Res. Commun. 231, 509-513.
    Pubmed CrossRef
  27. Park J., Kim S.Y., Cha G.H., Lee S.B., Kim S., and Chung J. (2005). Drosophila DJ-1 mutants show oxidative stress-sensitive locomotive dysfunction. Gene 361, 133-139.
    Pubmed CrossRef
  28. Park J., Lee S.B., Lee S., Kim Y., Song S., Kim S., Bae E., Kim J., Shong M., and Kim J.M., et al. (2006). Mitochondrial dysfunction in Drosophila PINK1 mutants is complemented by parkin. Nature 441, 1157-1161.
    Pubmed CrossRef
  29. Park S., Jeon J.H., Min B.K., Ha C.M., Thoudam T., Park B.Y., and Lee I.K. (2018). Role of the pyruvate dehydrogenase complex in metabolic remodeling: differential pyruvate dehydrogenase complex functions in metabolism. Diabetes Metab. J. 42, 270-281.
    Pubmed KoreaMed CrossRef
  30. Parsanejad M., Bourquard N., Qu D., Zhang Y., Huang E., Rousseaux M.W., Aleyasin H., Irrcher I., Callaghan S., and Vaillant D.C., et al. (2014). DJ-1 interacts with and regulates paraoxonase-2, an enzyme critical for neuronal survival in response to oxidative stress. PLoS One 9, e106601.
    Pubmed KoreaMed CrossRef
  31. Pliss L., Jatania U., and Patel M.S. (2016). Beneficial effect of feeding a ketogenic diet to mothers on brain development in their progeny with a murine model of pyruvate dehydrogenase complex deficiency. Mol. Genet. Metab. Rep. 7, 78-86.
    Pubmed KoreaMed CrossRef
  32. Ramsden D.B., Ho P.W., Ho J.W., Liu H.F., So D.H., Tse H.M., Chan K.H., and Ho S.L. (2012). Human neuronal uncoupling proteins 4 and 5 (UCP4 and UCP5): structural properties, regulation, and physiological role in protection against oxidative stress and mitochondrial dysfunction. Brain Behav. 2, 468-478.
    Pubmed KoreaMed CrossRef
  33. Semenza G.L., Jiang B.H., Leung S.W., Passantino R., Concordet J.P., Maire P., and Giallongo A. (1996). Hypoxia response elements in the aldolase A, enolase 1, and lactate dehydrogenase A gene promoters contain essential binding sites for hypoxia-inducible factor 1. J. Biol. Chem. 271, 32529-32537.
    Pubmed CrossRef
  34. Tanimoto K., Makino Y., Pereira T., and Poellinger L. (2000). Mechanism of regulation of the hypoxia-inducible factor-1 alpha by the von Hippel-Lindau tumor suppressor protein. EMBO J. 19, 4298-4309.
    Pubmed KoreaMed CrossRef
  35. Ungerstedt U. and Arbuthnott G.W. (1970). Quantitative recording of rotational behavior in rats after 6-hydroxy-dopamine lesions of the nigrostriatal dopamine system. Brain Res. 24, 485-493.
    Pubmed CrossRef
  36. Vasseur S., Afzal S., Tardivel-Lacombe J., Park D.S., Iovanna J.L., and Mak T.W. (2009). DJ-1/PARK7 is an important mediator of hypoxia-induced cellular responses. Proc. Natl. Acad. Sci. U. S. A. 106, 1111-1116.
    Pubmed KoreaMed CrossRef
  37. Xu S., Yang X., Qian Y., and Xiao Q. (2018). Parkinson's disease-related DJ-1 modulates the expression of uncoupling protein 4 against oxidative stress. J. Neurochem. 145, 312-322.
    Pubmed CrossRef
  38. Yang J., Kim M.J., Yoon W., Kim E.Y., Kim H., Lee Y., Min B., Kang K.S., Son J.H., and Park H.T., et al. (2017). Isocitrate protects DJ-1 null dopaminergic cells from oxidative stress through NADP+-dependent isocitrate dehydrogenase (IDH). PLoS Genet. 13, e1006975.
    Pubmed KoreaMed CrossRef
  39. Zachar Z., Marecek J., Maturo C., Gupta S., Stuart S.D., Howell K., Schauble A., Lem J., Piramzadian A., and Karnik S., et al. (2011). Non-redox-active lipoate derivates disrupt cancer cell mitochondrial metabolism and are potent anticancer agents in vivo. J. Mol. Med. (Berl.) 89, 1137-1148.
    Pubmed CrossRef
  40. Zhou W. and Freed C.R. (2005). DJ-1 up-regulates glutathione synthesis during oxidative stress and inhibits A53T alpha-synuclein toxicity. J. Biol. Chem. 280, 43150-43158.
    Pubmed CrossRef

Article

Research Article

Mol. Cells 2022; 45(7): 454-464

Published online July 31, 2022 https://doi.org/10.14348/molcells.2022.5002

Copyright © The Korean Society for Molecular and Cellular Biology.

Pyruvate Dehydrogenase Kinase Protects Dopaminergic Neurons from Oxidative Stress in Drosophila DJ-1 Null Mutants

Yoonjeong Lee1,2,6 , Jaehyeon Kim1,3,6 , Hyunjin Kim1,2 , Ji Eun Han1,3 , Sohee Kim1,3 , Kyong-hwa Kang1,4 , Donghoon Kim1,2,3,4 , Jong-Min Kim5 , and Hyongjong Koh1,2,3,4,*

1Department of Pharmacology, Dong-A University College of Medicine, Busan 49201, Korea, 2Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan 49201, Korea, 3Department of Translational Biomedical Sciences, Dong-A University College of Medicine, Busan 49201, Korea, 4Neuroscience Translational Research Solution Center, Dong-A University College of Medicine, Busan 49201, Korea, 5Department of Anatomy and Cell Biology, Dong-A University College of Medicine, Busan 49201, Korea, 6These authors contributed equally to this work.

Correspondence to:hjkoh@dau.ac.kr

Received: September 24, 2021; Revised: December 19, 2021; Accepted: February 2, 2022

This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/.

Abstract

DJ-1 is one of the causative genes of early-onset familial Parkinson’s disease (PD). As a result, DJ-1 influences the pathogenesis of sporadic PD. DJ-1 has various physiological functions that converge to control the levels of intracellular reactive oxygen species (ROS). Based on genetic analyses that sought to investigate novel antioxidant DJ-1 downstream genes, pyruvate dehydrogenase (PDH) kinase (PDK) was demonstrated to increase survival rates and decrease dopaminergic (DA) neuron loss in DJ-1 mutant flies under oxidative stress. PDK phosphorylates and inhibits the PDH complex (PDC), subsequently downregulating glucose metabolism in the mitochondria, which is a major source of intracellular ROS. A loss-of-function mutation in PDK was not found to have a significant effect on fly development and reproduction, but severely ameliorated oxidative stress resistance. Thus, PDK plays a critical role in the protection against oxidative stress. Loss of PDH phosphatase (PDP), which dephosphorylates and activates PDH, was also shown to protect DJ-1 mutants from oxidative stress, ultimately supporting our findings. Further genetic analyses suggested that DJ-1 controls PDK expression through hypoxia-inducible factor 1 (HIF-1), a transcriptional regulator of the adaptive response to hypoxia and oxidative stress. Furthermore, CPI-613, an inhibitor of PDH, protected DJ-1 null flies from oxidative stress, suggesting that the genetic and pharmacological inhibition of PDH may be a novel treatment strategy for PD associated with DJ-1 dysfunction.

Keywords: DJ-1, Drosophila, oxidative stress, Parkinson’s disease, pyruvate dehydrogenase kinase

INTRODUCTION

Parkinson’s disease (PD) is the second most common neurodegenerative disease and is characterized by typical motor symptoms and selective loss of dopaminergic (DA) neurons in the substantia nigra (Lang and Lozano, 1998). Various studies have supported the link between DA neuron loss and oxidative stress originating from excess generation or insufficient elimination of reactive oxygen species (ROS) (Henchcliffe and Beal, 2008). In postmortem brain analyses, oxidative damage to macromolecules, such as DNA, proteins, and lipids, has been shown to be substantially elevated in the substantia nigra of PD patients (Bender et al., 2006; Henchcliffe and Beal, 2008). Various PD animal models have been generated using oxidative stress-inducing agents, such as 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP), rotenone, paraquat, and 6-hydroxydopamine (6-OHDA) (Betarbet et al., 2000; Brooks et al., 1999; Langston et al., 1983; Ungerstedt and Arbuthnott, 1970). However, the molecular mechanisms underlying oxidative stress-induced degeneration of DA neurons have not been fully elucidated.

PD mainly develops sporadically, but can also occur due to monogenic mutations (Lesage and Brice, 2009). Among the PD-linked genes, DJ-1 is most closely associated with oxidative stress (Henchcliffe and Beal, 2008). Bonifati et al. (2003) reported that DJ-1 is associated with the development of an autosomal recessive early-onset type of familial PD. Further, subsequent studies revealed that DJ-1 plays various roles in cell biology, such as transcriptional regulation, anti-apoptotic signaling, proteostasis, and mitochondrial regulation in response to oxidative stress (Ariga et al., 2013). DJ-1 is sequentially oxidized at its cysteine residues under oxidative stress, and its activity and subcellular localization are regulated by its oxidative status (Ariga et al., 2013). Notably, excessive oxidation leads to DJ-1 inactivation, and this excessively oxidized form has been identified in the brain of patients with sporadic PD (Bandopadhyay et al., 2004; Choi et al., 2006). Such findings suggest that DJ-1 plays a role in the pathogenesis of both sporadic and familial PD. Drosophila exhibits two DJ-1 isoforms, DJ-1α and DJ-1β. DJ-1α is expressed mainly in the testes, whereas DJ-1β is expressed throughout the body (Meulener et al., 2005; Park et al., 2005), similar to mammalian DJ-1 (Nagakubo et al., 1997). Interestingly, DJ-1β mutant flies show locomotive defects and DA neuron degeneration, resembling the symptoms of PD patients (Hwang et al., 2013; Park et al., 2005; Yang et al., 2017).

In this study, the overexpression of pyruvate dehydrogenase (PDH) kinase (PDK) was demonstrated to enhance survival rates and ameliorate DA neuron loss in DJ-1β mutant flies under oxidative stress. PDK phosphorylates and inhibits PDH complex (PDC) (Park et al., 2018), subsequently downregulating mitochondrial glucose metabolism, which is a major source of intracellular ROS. Indeed, Drosophila PDK mutants showed hypersensitivity to oxidative stress. Further, a loss-of-function mutation in PDH phosphatase (PDP), which dephosphorylates and activates PDC (Park et al., 2018), was demonstrated to protect DJ-1β mutants from oxidative stress, supporting the idea that PDK plays a critical role in oxidative stress resistance by inhibiting PDC. Further genetic analyses revealed that DJ-1 controls PDK expression through hypoxia-inducible factor 1α (HIF-1α), a transcriptional regulator that mediates the adaptive response to hypoxia and oxidative stress. Consistent with these genetic data, CPI-613, an inhibitor of PDH (Zachar et al., 2011), has been shown to protect DJ-1β null flies from oxidative stress, suggesting that PDH inhibitors may be novel treatment candidates for PD associated with DJ-1 dysfunction.

MATERIALS AND METHODS

Drosophila strains

All flies were grown as described previously (Jang et al., 2020). The w1118, hs-GAL4, and elav-GAL4 strains were obtained from Bloomington Stock Center (USA). PDKP (PDKEY01879) and PDPP (PDPG1628) mutants were also obtained from Bloomington Stock Center and backcrossed with the w1118 controls for six generations to remove genetic background effects. The insertion site of the P-element in PDKP is located at +88 bp of the PDK open reading frame, and the P-element insertion site in PDPP is located at +52 bp of the PDP transcription start site. PDK cDNA was sub-cloned from the LD23669 BDGP cDNA clones, inserted into the pUAST vector with a C-terminal HA (hemagglutinin)-tag, and microinjected into w1118 embryos. DJ-1βex54 flies were generated as previously described (Park et al., 2005). The dVHL1 and UAS-sima fly lines were kindly provided by Dr. Tien Hsu and Dr. Pablo Wappner.

Oxidative stress assays

For the oxidative stress assays, three or four groups of 30 3-day-old flies (n = 90 or 120) were starved for 6 h and transferred to a vial containing a gel consisting of phosphate-buffered saline (PBS), 5% sucrose, and an oxidative stress agent (5 mM rotenone or 1% H2O2). To determine the role of PDK in oxidative stress resistance, male and female PDKP flies were used. However, for the other assays, only male flies were used. The flies were transferred to fresh vials daily, and the number of dead flies was counted at the time points indicated in the figures. All oxidative stress assays were performed at 25°C and repeated at least twice.

mtDNA PCR and ATP assay

For mitochondrial DNA (mtDNA) polymerase chain reaction (PCR), total DNA was extracted from the thoraces of five 3- and 10-day-old male flies. Quantitative real-time (RT) PCR was performed as described previously (Yang et al., 2017). Rp49 genomic DNA levels were used as an internal control. The results are expressed as fold-changes relative to the control. For the ATP assay, the thoraces of five 3-day-old male flies were dissected, and ATP concentration was measured as previously described (Yang et al., 2017). The relative ATP level was calculated as the ratio of ATP concentration to the total protein concentration. The total protein concentration was determined using the bicinchoninic acid assay (Sigma, USA). The results of the mtDNA PCR and ATP assays are expressed as mean ± SD of three independent experiments.

Drosophila DA neuron and tissue staining

To investigate the change in the number of DA neurons in DJ-1β mutants under oxidative stress, 30 male flies (3 days old) were starved for 6 h and incubated for 3 days in a vial containing a gel consisting of PBS, 5% sucrose, and an oxidative stress agent (0.2 mM rotenone or 1% H2O2). To stain DA neurons, adult brains from ten random flies were fixed with 4% paraformaldehyde and stained with an anti-TH rabbit antibody (1:50; Pel-Freez, USA), as previously described (Yang et al., 2017). The stained brain samples were then observed and imaged using an LSM 700 confocal microscope (Zeiss, Germany) at the Neuroscience Translational Research Solution Center (Korea).

Genotypes

WT (+/Y); PDKP (PDKP/PDKP); hs (hs-GAL4/+); hs DJ-1βex54 (hs-GAL4/+; DJ-1βex54/DJ-1βex54); hs>PDK DJ-1βex54 (hs-GAL4/UAS-PDK; DJ-1βex54/DJ-1βex54); elav (elav-GAL4/+); elav DJ-1βex54 (elav-GAL4/+; DJ-1βex54/DJ-1βex54); elav>PDK DJ-1βex54 (elav-GAL4/UAS-PDK; DJ-1βex54/DJ-1βex54); PDPP (PDPP/Y); DJ-1βex54 (DJ-1βex54/DJ-1βex54); PDPP DJ-1βex54 (PDPP/Y; DJ-1βex54/DJ-1βex54); VHL-/+ DJ-1βex54 (VHL1/+; DJ-1βex54/DJ-1βex54); elav>Sima DJ-1βex54 (elav-GAL4/UAS-Sima; DJ-1βex54/DJ-1βex54).

Luciferase assay

To measure the transactivation activity of Sima on the PDK gene, the promoter region was subcloned into the pGL3 reporter plasmid (Promega, USA) using the following primers: PDK promoter F (CGC ACG CGT CCA ACA CTT GTA GTG GTT AAA AGT GTA G) and R (CGC AGA TCT CTC ACT CTC TTC GCA GGA CGT TG). PDK reporters with HRE mutations were generated using the QuikChangeTM site-directed mutagenesis kit (Agilent Technologies, USA) with the following primer pairs: HRE1 mutant F (ACA CTG CGG CTC TCC CGA TCA AAA GCG CTC GCA GC) and R (GCT GCG AGC GCT TTT GAT CGG GAG AGC CGC AGT GT); and HRE2 mutant F (CCC GCC TTT CAA CAC AAA AAC AAC AAC AAC AAA TCG GAG CAG AGC TAA CAC AA) and R (TTG TGT TAG CTC TGC TCC GAT TTG TTG TTG TGT TGA AAG GCG GG). S2 cells were transfected with the wild-type or HRE mutant PDK reporters, pUAST-Sima, pR-TK Renilla reporter, and pMT-GAL4 plasmids. Two days post-transfection, Sima expression was induced by CuSO4 treatment. After 24 h, the luciferase assay was performed using the Dual-LuciferaseTM Reporter Assay Kit (Promega) according to the manufacturer's instructions. The results are expressed as average luciferase activity ± SD from three independent experiments.

Quantitative RT-PCR

Total RNA was extracted from five 3-day-old flies and reverse-transcribed, as previously described (Park et al., 2006). Quantitative RT-PCR was performed using SYBR Premix Ex Taq (Takara, Japan) on QuantStudio 3 (Thermo Fisher Scientific, USA) at the Neuroscience Translational Research Solution Center. Rp49 levels were used as internal controls. The results are expressed as fold-changes relative to the control. The average mRNA levels ± SD were obtained from three independent experiments. The following primer pairs were used: rp49 F (GCT TCA AGA TGA CCA TCC GCC C) and R (GGT GCG CTT GTT CGA TCC GTA AC); PDK F (CTG TTT CCA GTC CGA TTC TCA G) and R (CAG AAG GGC GAT CTC CTT CAT G); prel F (CAC CAG GAA CCT GGG AAT GAC) and R (CAG CAC GTA GTT GAA TCC ATT GGA G); PDP F (CTC CAT ATA GAT GTT CAA GTT CGT G) and R (GTA AAC GAA CTC GTT CTC CCT CAG); and Rab39 F (GAC AGC ACC GTG GGC AAG AG) and R (GAC TTG GTG ATC GAA CGG AAG C).

Statistical analysis

To quantify DA neurons, four major DA neuron clusters from more than 15 brains of each genotype were observed in a blinded fashion to eliminate bias (n = 30-40). One-way ANOVA with Sidak correction was used to compare three or more groups, while Student’s two-tailed t-test was used for two-group comparisons. The Kaplan–Meier method and Log-rank test were used to analyze survival data and determine whether the treatments had any effect on the longevity of individuals using online application survival analysis lifespan assays (http://sbi.postech.ac.kr/oasis). Significance was considered at P < 0.05.

RESULTS

PDK mutants are highly sensitive to oxidative stress

The central nervous system (CNS) receives most of its energy from oxygen-dependent glucose metabolism. Further, mitochondrial PDC mediates a major step in glucose oxidation, namely the irreversible decarboxylation of pyruvate to acetyl-CoA (Jha et al., 2012). PDC activity is tightly regulated by PDK- and PDP-induced phosphorylation of the PDH E1 subunit, which is the first component of PDC (Park et al., 2018). Recent studies have revealed the role of PDKs in the development of various metabolic diseases and cancers (Park et al., 2018). Accumulating evidence suggests that alterations in PDKs are associated with the development of several neurological disorders (Jha et al., 2012).

Mammals exhibit four PDK isoforms with different tissue expression levels and functions that are encoded by independent genes (Park et al., 2018). The Drosophila PDK ortholog is encoded by a single gene, PDK. PDKP is a Drosophila mutant line with a P-element insertion in its first exon (Fig. 1A). PDKP flies could successfully develop into adults (Fig. 1B), but were found to exhibit a severe reduction in PDK transcript levels via quantitative RT-PCR analysis (Fig. 1C). In contrast, there was no change in pre1 transcript levels, which is a gene adjacent to the P-element insertion site. Such findings indicate that P-element insertion specifically inhibits PDK expression in PDKP mutants (Fig. 1C).

To understand the physiological functions of PDK, we analyzed ATP levels, which indicate mitochondrial function, and mtDNA content, which allowed us to quantify the number of mitochondria in the indirect flight muscles of the PDKP mutants. ATP levels remained unchanged in both 3- and 10-day-old PDKP mutants compared with wild-type controls of the same age (Fig. 1D). Similarly, the mtDNA content did not change significantly in 3- or 10-day-old PDKP mutants (Fig. 1E), suggesting that general mitochondrial function and abundance were maintained in the PDK mutants. However, under oxidative stress induced by rotenone, a specific inhibitor of mitochondrial respiratory chain complex I, the survival rate of PDKP flies radically declined (Fig. 1F). Moreover, the PDKP mutants were found to be highly sensitive to H2O2 treatment (Fig. 1G), suggesting a protective role of PDK against oxidative stress.

PDK restores the oxidative stress-induced phenotypes of DJ-1β mutant flies

Sensitivity to oxidative stress is closely related to neurodegenerative diseases, especially PD. ROS sensitivity is markedly increased in flies lacking DJ-1β, which is most closely linked to oxidative stress (Henchcliffe and Beal, 2008; Park et al., 2005). Under rotenone treatment, DJ-1β null mutants (hs DJ-1βex54) showed decreased survival rates compared to controls (hs), as previously reported (Yang et al., 2017) (Fig. 2A). Notably, PDK overexpression in DJ-1β null mutants was demonstrated to rescue the decreased survival rates of DJ-1β null mutants (Fig. 2A). In addition, PDK overexpression substantially increased the survival rate of DJ-1β mutants in media containing H2O2 (Fig. 2B). To further investigate the PDK-induced changes in the phenotype of DJ-1β mutants, we stained adult Drosophila brains with an anti-TH antibody to determine the number of DA neurons. In Drosophila brain, most DA neurons are found in four major DA neuron clusters: dorsolateral cluster 1 (DL1), dorsomedial cluster (DM), posteromedial cluster (PM), and dorsolateral cluster 2 (DL2) (Park et al., 2006). Under oxidative stress, DJ-1β mutants showed a significant decrease in the number of DA neurons in the DL1 and DM clusters (Figs. 2C and 2D), as previously reported (Yang et al., 2017). PDK overexpression also successfully inhibited DA neuron degeneration in both clusters of DJ-1β mutants (Figs. 2C and 2D). These results indicate that PDK can rescue oxidative stress-induced phenotypes in DJ-1β null mutants, confirming the protective role of PDK against oxidative stress.

Loss of PDP rescues the DJ-1β mutant phenotypes induced by oxidative stress

PDKs phosphorylate and inhibit PDH, while PDPs catalyze the reverse reaction, leading to PDH activation. There are two PDP isoforms (PDP1 and PDP2) in mammals (Park et al., 2018), whereas only one PDP isoform exists in Drosophila. In this study, we identified a PDP mutant (PDPP) from the Genexel library that had an EP-element insertion in the first exon (Fig. 3A). As expected, PDPP mutants showed reduced PDP mRNA expression levels, but no significant change in the expression of Rab39, a gene located next to PDP (Fig. 3B). Notably, the induction of PDP mutations markedly rescued the decreased survival rates of DJ-1β mutants under H2O2 treatment (Fig. 3C). Moreover, PDP mutations suppressed H2O2-induced DA neuron loss in DJ-1β mutants (Figs. 3D and 3E). Such findings indicate that the loss of PDP can rescue oxidative stress-induced phenotypes in DJ-1β mutants, which were also attenuated by PDK overexpression. Accordingly, PDH downregulation can protect DJ-1β mutants from oxidative stress.

The HIF-1 pathway regulates PDK expression levels in a DJ-1-dependent manner

Based on its protective role against oxidative stress, we investigated PDK expression levels under oxidative stress. Surprisingly, H2O2 treatment increased PDK mRNA expression levels in wild-type flies but not in DJ-1β null mutants (Fig. 4A). Such finding suggests that oxidative stress regulates PDK expression levels in a DJ-1 dependent manner. Based on previous studies, DJ-1 is an important regulator of HIF-1, a transcription factor that is activated by hypoxia and oxidative stress (Vasseur et al., 2009). Under normal oxygen or ROS levels, the alpha subunit of HIF-1 (HIF-1α) is ubiquitinated by the von Hippel Lindau (VHL) protein and finally degraded by the proteasome (Kamura et al., 2000; Tanimoto et al., 2000). However, hypoxia or oxidative stress inhibits the VHL-mediated degradation of HIF-1α and induces the transcription of genes involved in adaptive responses. Interestingly, DJ-1 was demonstrated to interact directly with VHL via biochemical screening, and a subsequent study found that DJ-1 stabilizes HIF-1α by preventing its association with VHL (Parsanejad et al., 2014). Previous studies have also revealed that HIF-1 directly transactivates PDKs gene (Kim et al., 2006; Kirito et al., 2009). Thus, we hypothesized that HIF-1 may be a transcription factor that induces PDK expression under the control of DJ-1. VHL mutations in the DJ-1β mutants were found to recover the H2O2-induced increase in PDK mRNA expression levels (Fig. 4A). In addition, VHL mutations increased the survival rate of DJ-1β mutants (Fig. 4B) and suppressed DA neuronal death in DJ-1β null flies under oxidative stress (Fig. 4C). Consistently, the overexpression of Sima, a Drosophila ortholog of mammalian HIF-1α, protected DA neurons from oxidative stress in DJ-1β mutants (Fig. 4D). Two putative HIF-1 binding elements, also known as hypoxia response elements (HREs) (Semenza et al., 1996), were identified near the PDK transcription start site (Fig. 4E). Thereafter, the PDK promoter region was cloned into a luciferase reporter plasmid, and Sima cDNA and the HRE reporter plasmid were cotransfected into the Drosophila S2 cell line. Based on the results, the promoter activity was increased by Sima expression and decreased by HRE1 mutations (Fig. 4F). Therefore, DJ-1 was concluded to control PDK expression via the VHL-HIF-1 pathway to protect DA neurons from oxidative stress.

CPI-613 protects DJ-1β null mutants from oxidative stress

Owing to recent correlations between mitochondrial metabolism and cancer, small molecules that can modulate PDH activity have been developed. Zachar et al. (2011) developed CPI-613, a lipoate analog that resembles PDH catalytic intermediates and can inactivate PDH via PDK activation. As expected, CPI-613 induced PDK-dependent phosphorylation of PDH and subsequently inhibited PDC activity (Zachar et al., 2011). Thus, we investigated whether CPI-613 administration rescued oxidative stress-induced defects in DJ-1β mutant flies. Briefly, 3-day-old flies were treated with CPI-613 (10 mM) or vehicle alone, and their survival under oxidative stress was determined. Without CPI-613 treatment, DJ-1β null mutants showed decreased survival rates compared with wild-type controls after incubation in H2O2- (Fig. 5A) or rotenone-containing media (Fig. 5B). However, CPI-613 treatment markedly rescued the decreased survival rates of DJ-1β mutants in both media (Figs. 5A and 5B). Moreover, CPI-613 suppressed oxidative stress-induced DA neuronal death in the DL1 and DM clusters of DJ-1β null flies (Figs. 5C and 5D). Overall, these findings confirm that PDH inhibition can rescue oxidative stress-induced DJ-1β mutant phenotypes, suggesting that CPI-613 may suppress DJ-1-associated pathogenesis.

DISCUSSION

In this study, we isolated and characterized the Drosophila PDK mutants. Although mammals have four PDK isoforms encoded by four independent genes, Drosophila has only one PDK isoform. Thus, PDK expression could easily be silenced to investigate its in vivo functions in Drosophila. Notably, our PDK mutants successfully developed into adults (Fig. 1B) and showed no significant defects in ATP levels or mtDNA content (Figs. 1D and 1E). However, PDK mutant flies were identified to be sensitive to oxidative stress induced by rotenone and H2O2 (Figs. 1F and 1G), suggesting that PDK plays a critical role in response to external stress factors, including oxidative stress. To further test the role of PDK in the response to oxidative stress, we introduced the PDK transgene into PD model flies with the deletion of DJ-1β, as DJ-1 is the PD gene most closely associated with oxidative stress. The overexpression of PDK in DJ-1β mutants successfully rescued oxidative stress-induced phenotypes, such as the decreased survival rates and DA neuron loss (Fig. 2). In addition, PDP mutations suppressed the loss of DA neurons in DJ-1β mutants under oxidative stress (Fig. 3), further confirming the neuroprotective role of PDK against oxidative stress.

Consistent with our results, PDCs and their regulators are critically involved in various neurological disorders. PDC deficiency in fetus causes congenital lactic acidosis and CNS malfunction, which ranges from minimal motor impairment to profound intellectual disability with motor deficits (Pliss et al., 2016). A missense mutation in PDK3 is linked to Charcot–Marie–Tooth (CMT) disease, a hereditary motor and sensory disorder of the peripheral nerve (Kennerson et al., 2013). Interestingly, Halim et al. (2010) found that PDC activity in different cell types, including the nervous system and astrocytes, a type of glial cell, is strongly inhibited via phosphorylation due to higher PDK expression compared to neurons. This specific inhibition of PDC in astrocytes increases the production of lactate, which is metabolized by the TCA cycle in neurons. Such findings suggest that PDK is the molecular mediator of the metabolic interaction proposed in the astrocyte-neuron lactate shuttle hypothesis (Jha et al., 2012). In contrast, neuronal PDCs showed markedly lower levels of phosphorylation (Halim et al., 2010), indicating that in neurons, PDCs operate at almost maximal levels to perform the energy-consuming transport of neurotransmitters under normal conditions. However, a recent head trauma model study suggested a neuroprotective role for PDC inhibition under oxidative stress (Egge et al., 2021). In this study, genetic preconditioning to reduce cytochrome C oxidase function prevented trauma-induced ROS production and the subsequent loss of DA neurons in the impacted brain. Further analyses also revealed the induction of PDK expression and PDH phosphorylation in the preconditioned brain. Consistently, dichloroacetate, a specific inhibitor of PDK, nullified neuroprotection in preconditioned mice. Moreover, without preconditioning, PDP knockdown suppressed the degeneration of DA neurons after trauma, suggesting that modulating PDC activity is sufficient to suppress trauma-induced neurodegeneration.

According to previous studies, the expression of PDK isoforms is regulated by various stress factors, such as starvation, hypoxia, and oxidative stress (Jha et al., 2012). Interestingly, H2O2 treatment induced PDK mRNA expression in Drosophila, whereas DJ-1β deletion nullified this effect, suggesting that oxidative stress induces PDK expression in a DJ-1-dependent manner (Fig. 4A). To protect cells from ROS, DJ-1 plays multifaceted roles in the antioxidant defense system to provide sufficient reducing power for the antioxidant enzyme network. DJ-1 also promotes glutathione synthesis and glutathione reductase expression (Meiser et al., 2016; Zhou and Freed, 2005), and facilitates the nuclear translocation of the transcription factor, Nrf2 (Clements et al., 2006), thereby inducing the expression of antioxidant enzymes, such as heme oxygenase-1 (HO-1), thioredoxin 1 (Trx1) (Im et al., 2012), and isocitrate dehydrogenase (IDH) (Yang et al., 2017). DJ-1 activates the expression of uncoupling protein 4 (UCP4) via the NF-kB pathway (Xu et al., 2018), and subsequently induces “mild uncoupling,” which prevents a superfluous proton gradient and ROS formation (Ramsden et al., 2012). The molecular link between DJ-1 and PDK in response to oxidative stress indicates that DJ-1 protects DA neurons from ROS via PDK expression. When the relationship between DJ-1 and PDK was assessed, the overexpression of HIF-1α, a well-known transcription factor that plays a role in the response to hypoxia and oxidative stress, was shown to suppress oxidative stress-induced DA neuron loss in DJ-1β mutants (Fig. 4D). Further genetic analyses demonstrated that a VHL loss-of-function mutation restored PDK induction and the survival rates of DJ-1β mutants under oxidative stress (Figs. 4B and 4C). In addition, HIF-1α directly induced PDK expression in Drosophila S2 cells (Fig. 4F), supporting HIF-1α as a molecular mediator that links DJ-1 and PDK under oxidative stress. Consistent with our findings, Parsanejad et al. (2014) reported that DJ-1 stabilizes HIF-1α by inhibiting the HIF-1α-VHL interaction. Other studies have also shown that HIF-1 transactivates the mammalian PDK isoform, PDK1, which inhibits PDC and subsequently drives the metabolic transition from mitochondrial respiration to glycolysis to prevent toxic ROS production from mitochondria under cellular stress (Kim et al., 2006; Kirito et al., 2009). Thus, we suggest that DJ-1 transactivates PDK, a metabolic switch to aerobic glycolysis, to reduce toxic ROS generation via the VHL-HIF-1 pathway and protect DA neurons in response to oxidative stress.

Our genetic data suggest that PDC and its regulators may be putative molecular targets for the treatment of DJ-1 deficiency-associated diseases. As a result, we treated DJ-1β mutant flies with CPI-613, a tricarboxylic acid (TCA) cycle inhibitor that targets PDH (Zachar et al., 2011). As expected, CPI-613 treatment markedly rescued the decreased survival rate of DJ-1β mutants induced by oxidative stress (Figs. 5A and 5B). CPI-613 treatment also successfully ameliorated oxidative stress-induced DA neuron loss in DJ-1β mutants (Figs. 5C and 5D). Collectively, these results suggest that PDH inhibitors developed for the treatment of various cancers or metabolic diseases should be further evaluated as treatments for human pathologies induced by DJ-1 deficiency, including PD.

ACKNOWLEDGMENTS

This work was supported by grants from the National Research Foundation of Korea, funded by the Ministry of Science and ICT (grant Nos. 2020R1F1A105165912 and 2016R1A5A2007009) and a Korea Basic Science Institute (National Research Facilities and Equipment Center) grant funded by the Ministry of Education (grant No. 2021R1A6C101A425).

AUTHOR CONTRIBUTIONS

Y.L., J.K., H.K. (Hyunjin Kim), and J.E.H. designed and performed experiments. Y.L., J.K., and H.K. (Hyongjong Koh) wrote the manuscript. S.K. and K.K. analyzed the data. D.K., J.M.K., and H.K. (Hyongjong Koh) supervised this study.

CONFLICT OF INTEREST

The authors have no potential conflicts of interest to disclose.

Fig 1.

Figure 1.Characterization of PDKP mutant flies. (A) Schematic genomic organization of the PDK locus. Black rectangles, coding sequences; Gray rectangles, untranslated regions. The genomic structures of the PDK mutants (PDKP) are described in the Materials and Methods section. (B) Light stereo micrographs of wild-type (WT) and PDKP. (C) Comparison of the PDK and prel mRNA levels in WT and PDKP. (D) Comparison of the ATP content in the analyzed thoraces. (E) Quantification of mtDNA content in the analyzed thoraces. Cox I, cytochrome c oxidase subunit I; Cox III, cytochrome c oxidase subunit III; Cyt B, cytochrome b. (F and G) Survival curves of 3-day-old WT and PDKP male (♂) and female (♀) flies fed 0.2 mM rotenone (F) or 1% H2O2 (G) containing food (log-rank test: P < 0.001, n = 90 for PDKP males administered H2O2 containing food; n = 120 for other genotypes). For detailed statistical analyses of life span data in this and other figures, please see Supplementary Table S1. Significance was determined using the Student’s t-test. ***P < 0.001; NS, not significant. Error bars indicate mean ± SD.
Molecules and Cells 2022; 45: 454-464https://doi.org/10.14348/molcells.2022.5002

Fig 2.

Figure 2.PDK rescued DJ-1β mutant phenotypes induced by oxidative stress. (A and B) Survival curves of 3-day-old control (hs), DJ-1β null mutants (hs DJ-1βex54), and PDK-overexpressing DJ-1β mutants (hs>PDK DJ-1βex54) fed 0.2 mM rotenone (A) or 1% H2O2 (B) containing food (log-rank test: hs vs hs DJ-1βex54 and hs DJ-1βex54 vs hs>PDK DJ-1βex54: P < 0.001, n = 150 for hs flies on rotenone containing food; n = 120 for other genotypes). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (C and D) Confocal images (C) and graphs (D) of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters in adult brains from 6-day-old elav-GAL4/+ (elav), DJ-1β null mutants (elav DJ-1βex54), and PDK-overexpressing DJ-1β null mutants (elav>PDK DJ-1βex54) after H2O2 treatment. DA neurons were stained with an anti-TH antibody (green) (n = 20 for elav; n = 30 for elav DJ-1βex54 and elav>PDK DJ-1βex54). Inset: The DA neuron clusters in Drosophila adult brain. Four clusters (DL1, DM, PM, and DL2) (Park et al., 2006) and 5 clusters (PPM1/2, PAM, PPL1, PPL2, and PAL) (Coulom and Birman, 2004) are represented. Significance was determined by one-way ANOVA with Sidak correction. *P < 0.05; **P < 0.01; ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD. Scale bars = 20 μm.
Molecules and Cells 2022; 45: 454-464https://doi.org/10.14348/molcells.2022.5002

Fig 3.

Figure 3.PDPP mutation prevented oxidative stress-induced defects in DJ-1β mutants. (A) Schematic genomic organization of the PDP locus. Black rectangles, coding sequences; Gray rectangles, untranslated regions. The genomic structures of PDPP are described in the Materials and Methods section. (B) Comparison of PDP and Rab39 mRNA levels in wild-type (WT) and PDP mutants (PDPP). (C) Survival curves of WT, DJ-1β null mutants (DJ-1βex54), PDPP, and PDPP and DJ-1β double mutants (PDPP DJ-1βex54) fed 1% H2O2-containing food (log-rank test: WT vs DJ-1βex54, PDPP vs DJ-1βex54, and DJ-1βex54 vs PDPP DJ-1βex54: P < 0.001, n = 120 for each genotype). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (D and E) Confocal images (D) and graphs (E) of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old flies after H2O2 treatment. DA neurons were stained with an anti-TH antibody (green) (n = 30 for each genotype). Significance was determined by one-way ANOVA with Sidak correction. *P < 0.05; ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD. Scale bars = 20 μm.
Molecules and Cells 2022; 45: 454-464https://doi.org/10.14348/molcells.2022.5002

Fig 4.

Figure 4.DJ-1 induced PDK expression via the VHL-HIF-1α pathway. (A) Comparison of the PDK mRNA expression levels in wild type (WT), DJ-1β null mutants (DJ-1βex54), and DJ-1β null mutants with a heterozygous VHL mutation (VHL-/+ DJ-1βex54) after treatment with control vehicle or 1% H2O2 (n = 3). (B) Survival curves of WT, DJ-1βex54, and VHL-/+ DJ-1βex54 fed 1% H2O2-containing food (log-rank test: WT vs DJ-1βex54 and DJ-1βex54 vs VHL-/+ DJ-1βex54: P < 0.001, n = 120 for each genotype). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (C) Graphs of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old flies after H2O2 treatment (n = 30 for each genotype). (D) Graphs of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old elav-GAL4 control flies (elav), DJ-1β null mutants (elav DJ-1βex54), and Sima-overexpressing DJ-1β null mutants (elav>sima DJ-1βex54) after H2O2 treatment (n = 20 for each genotype). (E) Schematic linear map of putative HREs in the PDK locus. The sequences of two putative HREs are presented (HRE1: CACGC; HRE2: ACGTG) (Semenza et al., 1996). The location of each HRE is indicated using the first nucleotide preceding the ATG codon as −1. The site-directed mutagenesis performed on each HRE is also represented. (F) Comparison of the luciferase activity of PDK reporters in Sima-transfected S2 cells (n = 3). The reporter plasmids with wild type (WT), HRE1 site-mutated (HRE1), HRE2 site-mutated (HRE2), or HRE1 & HRE2-mutated (HRE1,2) PDK promoters were co-transfected to quantitatively measure the activation of each promoter by the Sima transcription factor (n = 3). The construction of the PDK reporters is described in the Materials and Methods section. Significance was determined by one-way ANOVA with Sidak correction. *P < 0.05; **P < 0.01; ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD.
Molecules and Cells 2022; 45: 454-464https://doi.org/10.14348/molcells.2022.5002

Fig 5.

Figure 5.The PDH inhibitor, CPI-613, protected DJ-1β null flies from oxidative stress. (A and B) Survival curves of wild-type (WT), DJ-1β null mutants (DJ-1βex54), and CPI-613-treated DJ-1β null mutants (DJ-1βex54 CPI-613) fed 1% H2O2- (A) or 0.2 mM rotenone- (B) containing food (log-rank test: WT vs DJ-1βex54 and DJ-1βex54 vs DJ-1βex54 CPI-613: P < 0.001, n = 90 for each genotype). All oxidative stress assays were carried out at 25°C and were repeated at least twice. (C and D) Confocal images (C) and graphs (D) of the average number of DA neurons within the DL1, DM, PM, and DL2 clusters of adult brains from 6-day-old flies after rotenone treatment. DA neurons were stained with an anti-TH antibody (green) (n = 21 for each genotype). Significance was determined by one-way ANOVA with Sidak correction. ***P < 0.001; NS, not significant (P > 0.05). Error bars indicate mean ± SD. Scale bars = 20 μm.
Molecules and Cells 2022; 45: 454-464https://doi.org/10.14348/molcells.2022.5002

References

  1. Ariga H., Takahashi-Niki K., Kato I., Maita H., Niki T., and Iguchi-Ariga S.M. (2013). Neuroprotective function of DJ-1 in Parkinson's disease. Oxid. Med. Cell. Longev. 2013, 683920.
    Pubmed KoreaMed CrossRef
  2. Bandopadhyay R., Kingsbury A.E., Cookson M.R., Reid A.R., Evans I.M., Hope A.D., Pittman A.M., Lashley T., Canet-Aviles R., and Miller D.W., et al. (2004). The expression of DJ-1 (PARK7) in normal human CNS and idiopathic Parkinson's disease. Brain 127, 420-430.
    Pubmed CrossRef
  3. Bender A., Krishnan K.J., Morris C.M., Taylor G.A., Reeve A.K., Perry R.H., Jaros E., Hersheson J.S., Betts J., and Klopstock T., et al. (2006). High levels of mitochondrial DNA deletions in substantia nigra neurons in aging and Parkinson disease. Nat. Genet. 38, 515-517.
    Pubmed CrossRef
  4. Betarbet R., Sherer T.B., MacKenzie G., Garcia-Osuna M., Panov A.V., and Greenamyre J.T. (2000). Chronic systemic pesticide exposure reproduces features of Parkinson's disease. Nat. Neurosci. 3, 1301-1306.
    Pubmed CrossRef
  5. Bonifati V., Rizzu P., van Baren M.J., Schaap O., Breedveld G.J., Krieger E., Dekker M.C.J., Squitieri F., Ibanez P., and Joosse M., et al. (2003). Mutations in the DJ-1 gene associated with autosomal recessive early-onset parkinsonism. Science 299, 256-259.
    Pubmed CrossRef
  6. Brooks A.I., Chadwick C.A., Gelbard H.A., Cory-Slechta D.A., and Federoff H.J. (1999). Paraquat elicited neurobehavioral syndrome caused by dopaminergic neuron loss. Brain Res. 823, 1-10.
    Pubmed CrossRef
  7. Choi J., Sullards M.C., Olzmann J.A., Rees H.D., Weintraub S.T., Bostwick D.E., Gearing M., Levey A.I., Chin L.S., and Li L. (2006). Oxidative damage of DJ-1 is linked to sporadic Parkinson and Alzheimer diseases. J. Biol. Chem. 281, 10816-10824.
    Pubmed KoreaMed CrossRef
  8. Clements C.M., McNally R.S., Conti B.J., Mak T.W., and Ting J.P. (2006). DJ-1, a cancer- and Parkinson's disease-associated protein, stabilizes the antioxidant transcriptional master regulator Nrf2. Proc. Natl. Acad. Sci. U. S. A. 103, 15091-15096.
    Pubmed KoreaMed CrossRef
  9. Coulom H. and Birman S. (2004). Chronic exposure to rotenone models sporadic Parkinson's disease in Drosophila melanogaster. J. Neurosci. 24, 10993-10998.
    Pubmed KoreaMed CrossRef
  10. Egge N., Arneaud S.L.B., Fonseca R.S., Zuurbier K.R., McClendon J., and Douglas P.M. (2021). Trauma-induced regulation of VHP-1 modulates the cellular response to mechanical stress. Nat. Commun. 12, 1484.
    Pubmed KoreaMed CrossRef
  11. Halim N.D., McFate T., Mohyeldin A., Okagaki P., Korotchkina L.G., Patel M.S., Jeoung N.H., Harris R.A., Schell M.J., and Verma A. (2010). Phosphorylation status of pyruvate dehydrogenase distinguishes metabolic phenotypes of cultured rat brain astrocytes and neurons. Glia 58, 1168-1176.
    Pubmed KoreaMed CrossRef
  12. Henchcliffe C. and Beal M.F. (2008). Mitochondrial biology and oxidative stress in Parkinson disease pathogenesis. Nat. Clin. Pract. Neurol. 4, 600-609.
    Pubmed CrossRef
  13. Hwang S., Song S., Hong Y.K., Choi G., Suh Y.S., Han S.Y., Lee M., Park S.H., Lee J.H., and Lee S., et al. (2013). Drosophila DJ-1 decreases neural sensitivity to stress by negatively regulating Daxx-like protein through dFOXO. PLoS Genet. 9, e1003412.
    Pubmed KoreaMed CrossRef
  14. Im J.Y., Lee K.W., Woo J.M., Junn E., and Mouradian M.M. (2012). DJ-1 induces thioredoxin 1 expression through the Nrf2 pathway. Hum. Mol. Genet. 21, 3013-3024.
    Pubmed KoreaMed CrossRef
  15. Jang Y.G., Choi Y., Jun K., and Chung J. (2020). Mislocalization of TORC1 to lysosomes caused by KIF11 inhibition leads to aberrant TORC1 activity. Mol. Cells 43, 705-717.
    Pubmed KoreaMed CrossRef
  16. Jha M.K., Jeon S., and Suk K. (2012). Pyruvate dehydrogenase kinases in the nervous system: their principal functions in neuronal-glial metabolic interaction and neuro-metabolic disorders. Curr. Neuropharmacol. 10, 393-403.
    Pubmed KoreaMed CrossRef
  17. Kamura T., Sato S., Iwai K., Czyzyk-Krzeska M., Conaway R.C., and Conaway J.W. (2000). Activation of HIF1alpha ubiquitination by a reconstituted von Hippel-Lindau (VHL) tumor suppressor complex. Proc. Natl. Acad. Sci. U. S. A. 97, 10430-10435.
    Pubmed KoreaMed CrossRef
  18. Kennerson M.L., Yiu E.M., Chuang D.T., Kidambi A., Tso S.C., Ly C., Chaudhry R., Drew A.P., Rance G., and Delatycki M.B., et al. (2013). A new locus for X-linked dominant Charcot-Marie-Tooth disease (CMTX6) is caused by mutations in the pyruvate dehydrogenase kinase isoenzyme 3 (PDK3) gene. Hum. Mol. Genet. 22, 1404-1416.
    Pubmed KoreaMed CrossRef
  19. Kim J.W., Tchernyshyov I., Semenza G.L., and Dang C.V. (2006). HIF-1-mediated expression of pyruvate dehydrogenase kinase: a metabolic switch required for cellular adaptation to hypoxia. Cell Metab. 3, 177-185.
    Pubmed CrossRef
  20. Kirito K., Hu Y., and Komatsu N. (2009). HIF-1 prevents the overproduction of mitochondrial ROS after cytokine stimulation through induction of PDK-1. Cell Cycle 8, 2844-2849.
    Pubmed CrossRef
  21. Lang A.E. and Lozano A.M. (1998). Parkinson's disease. First of two parts. N. Engl. J. Med. 339, 1044-1053.
    Pubmed CrossRef
  22. Langston J.W., Ballard P., Tetrud J.W., and Irwin I. (1983). Chronic Parkinsonism in humans due to a product of meperidine-analog synthesis. Science 219, 979-980.
    Pubmed CrossRef
  23. Lesage S. and Brice A. (2009). Parkinson's disease: from monogenic forms to genetic susceptibility factors. Hum. Mol. Genet. 18, R48-R59.
    Pubmed CrossRef
  24. Meiser J., Delcambre S., Wegner A., Jager C., Ghelfi J., d'Herouel A.F., Dong X., Weindl D., Stautner C., and Nonnenmacher Y., et al. (2016). Loss of DJ-1 impairs antioxidant response by altered glutamine and serine metabolism. Neurobiol. Dis. 89, 112-125.
    Pubmed CrossRef
  25. Meulener M., Whitworth A.J., Armstrong-Gold C.E., Rizzu P., Heutink P., Wes P.D., Pallanck L.J., and Bonini N.M. (2005). Drosophila DJ-1 mutants are selectively sensitive to environmental toxins associated with Parkinson's disease. Curr. Biol. 15, 1572-1577.
    Pubmed CrossRef
  26. Nagakubo D., Taira T., Kitaura H., Ikeda M., Tamai K., Iguchi-Ariga S.M., and Ariga H. (1997). DJ-1, a novel oncogene which transforms mouse NIH3T3 cells in cooperation with ras. Biochem. Biophys. Res. Commun. 231, 509-513.
    Pubmed CrossRef
  27. Park J., Kim S.Y., Cha G.H., Lee S.B., Kim S., and Chung J. (2005). Drosophila DJ-1 mutants show oxidative stress-sensitive locomotive dysfunction. Gene 361, 133-139.
    Pubmed CrossRef
  28. Park J., Lee S.B., Lee S., Kim Y., Song S., Kim S., Bae E., Kim J., Shong M., and Kim J.M., et al. (2006). Mitochondrial dysfunction in Drosophila PINK1 mutants is complemented by parkin. Nature 441, 1157-1161.
    Pubmed CrossRef
  29. Park S., Jeon J.H., Min B.K., Ha C.M., Thoudam T., Park B.Y., and Lee I.K. (2018). Role of the pyruvate dehydrogenase complex in metabolic remodeling: differential pyruvate dehydrogenase complex functions in metabolism. Diabetes Metab. J. 42, 270-281.
    Pubmed KoreaMed CrossRef
  30. Parsanejad M., Bourquard N., Qu D., Zhang Y., Huang E., Rousseaux M.W., Aleyasin H., Irrcher I., Callaghan S., and Vaillant D.C., et al. (2014). DJ-1 interacts with and regulates paraoxonase-2, an enzyme critical for neuronal survival in response to oxidative stress. PLoS One 9, e106601.
    Pubmed KoreaMed CrossRef
  31. Pliss L., Jatania U., and Patel M.S. (2016). Beneficial effect of feeding a ketogenic diet to mothers on brain development in their progeny with a murine model of pyruvate dehydrogenase complex deficiency. Mol. Genet. Metab. Rep. 7, 78-86.
    Pubmed KoreaMed CrossRef
  32. Ramsden D.B., Ho P.W., Ho J.W., Liu H.F., So D.H., Tse H.M., Chan K.H., and Ho S.L. (2012). Human neuronal uncoupling proteins 4 and 5 (UCP4 and UCP5): structural properties, regulation, and physiological role in protection against oxidative stress and mitochondrial dysfunction. Brain Behav. 2, 468-478.
    Pubmed KoreaMed CrossRef
  33. Semenza G.L., Jiang B.H., Leung S.W., Passantino R., Concordet J.P., Maire P., and Giallongo A. (1996). Hypoxia response elements in the aldolase A, enolase 1, and lactate dehydrogenase A gene promoters contain essential binding sites for hypoxia-inducible factor 1. J. Biol. Chem. 271, 32529-32537.
    Pubmed CrossRef
  34. Tanimoto K., Makino Y., Pereira T., and Poellinger L. (2000). Mechanism of regulation of the hypoxia-inducible factor-1 alpha by the von Hippel-Lindau tumor suppressor protein. EMBO J. 19, 4298-4309.
    Pubmed KoreaMed CrossRef
  35. Ungerstedt U. and Arbuthnott G.W. (1970). Quantitative recording of rotational behavior in rats after 6-hydroxy-dopamine lesions of the nigrostriatal dopamine system. Brain Res. 24, 485-493.
    Pubmed CrossRef
  36. Vasseur S., Afzal S., Tardivel-Lacombe J., Park D.S., Iovanna J.L., and Mak T.W. (2009). DJ-1/PARK7 is an important mediator of hypoxia-induced cellular responses. Proc. Natl. Acad. Sci. U. S. A. 106, 1111-1116.
    Pubmed KoreaMed CrossRef
  37. Xu S., Yang X., Qian Y., and Xiao Q. (2018). Parkinson's disease-related DJ-1 modulates the expression of uncoupling protein 4 against oxidative stress. J. Neurochem. 145, 312-322.
    Pubmed CrossRef
  38. Yang J., Kim M.J., Yoon W., Kim E.Y., Kim H., Lee Y., Min B., Kang K.S., Son J.H., and Park H.T., et al. (2017). Isocitrate protects DJ-1 null dopaminergic cells from oxidative stress through NADP+-dependent isocitrate dehydrogenase (IDH). PLoS Genet. 13, e1006975.
    Pubmed KoreaMed CrossRef
  39. Zachar Z., Marecek J., Maturo C., Gupta S., Stuart S.D., Howell K., Schauble A., Lem J., Piramzadian A., and Karnik S., et al. (2011). Non-redox-active lipoate derivates disrupt cancer cell mitochondrial metabolism and are potent anticancer agents in vivo. J. Mol. Med. (Berl.) 89, 1137-1148.
    Pubmed CrossRef
  40. Zhou W. and Freed C.R. (2005). DJ-1 up-regulates glutathione synthesis during oxidative stress and inhibits A53T alpha-synuclein toxicity. J. Biol. Chem. 280, 43150-43158.
    Pubmed CrossRef
Mol. Cells
Jun 30, 2023 Vol.46 No.6, pp. 329~398
COVER PICTURE
The cellular proteostasis network is adaptively modulated upon cellular stress, thereby protecting cells from proteostasis collapse. Heat shock induces the translocation of misfolded proteins and the chaperone protein HSP70 into nucleolus, where nuclear protein quality control primarily occurs. Nuclear RNA export factor 1 (green), nucleolar protein fibrillarin (red), and nuclei (blue) were visualized in NIH3T3 cells under basal (left) and heat shock (right) conditions (Park et al., pp. 374-386).

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