Abstract
Inflammation is a key contributor to atherosclerosis with macrophages playing a pivotal role through the induction of oxidative stress and cytokine/chemokine secretion. DJ1, an anti-oxidant protein, has shown to paradoxically protect against chronic and acute inflammation. However, the role of DJ1 in atherosclerosis remains elusive. To assess the role of Dj1 in atherogenesis, we generated whole-body Dj1-deficient atherosclerosis-prone Apoe null mice (Dj1−/−Apoe−/−). After 21 weeks of atherogenic diet, Dj1−/− Apoe−/−mice were protected against atherosclerosis with significantly reduced plaque macrophage content. To assess whether haematopoietic or parenchymal Dj1 contributed to atheroprotection in Dj1-deficient mice, we performed bone-marrow (BM) transplantation and show that Dj1-deficient BM contributed to their attenuation in atherosclerosis. To assess cell-autonomous role of macrophage Dj1 in atheroprotection, BM-derived macrophages from Dj1-deficient mice and Dj1-silenced macrophages were assessed in response to oxidized low-density lipoprotein (oxLDL). In both cases, there was an enhanced anti-inflammatory response which may have contributed to atheroprotection in Dj1-deficient mice. There was also an increased trend of plasma DJ-1 levels from individuals with ischemic heart disease compared to those without. Our findings indicate an atheropromoting role of Dj1 and suggests that targeting Dj1 may provide a novel therapeutic avenue for atherosclerosis treatment or prevention.
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Introduction
Cardiovascular diseases (CVD) stemming largely from atherosclerosis remain the leading cause of morbidity and mortality globally despite recent therapeutic advances. Atherosclerosis is a chronic inflammatory disease characterized by the narrowing of blood vessels by the growth of lipid-rich plaques. Overabundance of plasma lipids from genetic predisposition and cholesterol-rich diets elevates the circulatory levels of oxidized low-density lipoproteins (oxLDL) and promotes their deposition in vessel walls eliciting an inflammatory response. Circulating monocytes that are recruited and differentiated into macrophages are tasked with the clearance of excess cholesterol-rich lipids. Ineffective clearance leads to lipid-laden macrophages differentiating into pro-inflammatory foam cells. Upon their death, foam cells leave behind a fatty lipid streak within the vessel wall allowing for growth of atheromas. As such, defects in macrophage function have long been viewed as detrimental to cardiovascular health.
Metabolic abnormalities caused by excess fuel availability have been strongly associated with the prevalence of CVD. For example, CVD in individuals with obesity has worse clinical outcomes compared to those without. In particular, the overproduction of reactive oxygen species (ROS) as a by-product of cellular metabolism results in redox imbalance and oxidative stress. While oxidative stress from ROS have been considered a risk factor for the pathogenesis of atherosclerosis, emerging evidence highlights beneficial roles of ROS in metabolism, such as during exercise and caloric restriction1. Thus, potential paradoxical beneficial role of ROS in cardiovascular pathophysiology has stimulated investigation of antioxidant proteins as potential therapeutic interventions in atherosclerosis.
DJ-1 (PARK7) is a highly conserved antioxidant protein first discovered with mutations linked to a rare form of familial early-onset Parkinson’s disease2. Ablation of Dj1 in mice increased oxidative stress to neurons resulting in susceptibility to cell death, whereas overexpression of Dj1 provided protection2,3. In skeletal muscle, a critical tissue in fuel homeostasis, DJ-1 is induced in response to high fat diet (HFD)4. In keeping with the anti-oxidative role of DJ-1, muscle of Dj1-deficient mice showed elevated levels of ROS. Interestingly, this increased ROS in myocytes led to a metabolic reprogramming and induction of Warburg-like aerobic glycolysis, culminating in increased energy expenditure in skeletal muscle without detrimental effects of oxidative stress and protection against diet induced obesity and diabetes4. Furthermore, recent findings revealed Dj1-deficiency to facilitate efficient phagocytic bacterial clearance during sepsis in mice and humans through increased ROS5. Collectively, DJ-1 is involved in the regulation of oxidative stress and inflammation, both aspects well appreciated to contribute to the pathogenesis of atherosclerosis. Yet, DJ-1’s role in atherogenesis remains unknown. Here, we show that genetic deletion of Dj1 in a mouse model of atherosclerosis provides protection against lipid and macrophage deposition in the intimal region of the aorta.
Results
Dj1 deficiency provides protection against atherosclerosis in mice
Atherosclerosis-prone apolipoprotein E-null (Apoe−/−) mice placed on a high cholesterol high fat diet (HCD; 0.2% cholesterol; 60% kcal of fat) for 16 weeks showed a significant increase in serum Dj-1 levels compared to Apoe−/− mice on normal chow diet (NCD) (0.02% cholesterol; 17% kcal of fat) (Fig. 1a). To elucidate the essential role of Dj1 in atherogenesis, we generated global double knockout Dj1−/−Apoe−/− mice by crossing Dj1−/− mice with Apoe−/− mice. These mice along with control Dj1+/+Apoe−/−littermates were placed on 21 weeks of HCD. Interestingly, male Dj1−/−Apoe−/− accumulated less lipid-rich plaque burden in the descending aorta (Fig. 1b) and the aortic arch (Fig. 1c) compared to Dj1+/+Apoe−/− mice. Females showed much milder disease in both genotypes with a trend to decreased plaque burden in both descending aorta and aortic arch (Supplementary Figure S1). Thus, for the remainder of the study, we focused on males for further characterization.
DJ-1 was recently shown to dampen inflammatory mediators with increased reactive oxygen species (ROS) during bacterial induced sepsis5. Inflammation and ROS are major mediators of atherogenesis. We therefore measured circulating levels of tumor necrosis factor alpha (TNFα), interleukin-6 (IL-6), C–C motif chemokine 2 (CCL2), and ROS such as hydrogen peroxide (H2O2) and glutathione from mice after 16 weeks of HCD. No significant differences were observed between the Dj1+/+Apoe−/− and Dj1−/− Apoe−/− mice (Fig. 1d–f). In addition, no differences of other circulating biomarkers of atherogenesis such as plasminogen activator inhibitor 1 (PAI-1) and the adipokine resistin were observed (Fig. 1g). Collectively, the lack of change to systemic atherogenic mediators suggests effect of Dj1-deficiency may be occurring locally within the plaque.
Dj1 deficiency confers beneficial metabolic parameters during atherogenesis
We have previously shown that Dj1-deficient mice are protected against diet-induced obesity and associated metabolic abnormalities such as insulin resistance and glucose intolerance4. Similarly, our Dj1−/−Apoe−/− mice conferred less body weight gain after 21 weeks of HCD (Fig. 2a). These mice also demonstrated increased energy expenditure with elevated oxygen consumption and carbon dioxide exhaustion (Fig. 2b). This increased energy expenditure was not associated with any significant changes in physical activity (Fig. 2c) or fuel source utilization (Fig. 2d). Circulating lipid levels were not affected by Dj1 deficiency as indicated by similar total-, high-density lipoprotein (HDL)-, and low-density lipoprotein (LDL)-cholesterol, and triglycerides (TG) between genotypes (Fig. 2e). In addition, fasting glucose and insulin levels, and glucose and insulin tolerance tests were not significantly altered between groups (Fig. 2f–g), suggesting that effects DJ-1 have on circulating lipids and glucose homeostasis may not play a major role in atherogenesis.
Loss of Dj1 leads to reduced macrophages within atherosclerotic plaques
To further investigate the reduction of plaque size in the Dj1−/−Apoe−/− mice, quantification of macrophages and smooth muscle cells (SMCs) by immunohistochemical analysis on sagittal sectioned aortic arches was performed. Interestingly, Dj1−/−Apoe−/− atherosclerotic plaques harboured substantially less Mac3+ macrophages (Fig. 3a), while smooth muscle actin (SMA)+ SMCs were increased compared to Dj1+/+Apoe−/− mice which can be in keeping with increased plaque stability in these mice (Fig. 3b). Furthermore, circulatory leukocytes, Ly6Chi and Ly6Clo monocytes, neutrophils, and B and T lymphocytes were quantified by flow cytometry revealing no significant differences (Fig. 3c). This suggests that the reduction of lesional macrophages is not due to a systemic effect but rather due to that localized within the plaque.
Deletion of Dj1 in bone marrow-derived cells leads to reduced atherosclerotic burden and plaque macrophages
Next, we performed bone marrow transplantation (BMT) to elucidate the role of DJ-1 in hematopoietic cells during atherogenesis. Apoe−/− mice were irradiated lethally and reconstituted with BM from either Dj1+/+Apoe−/− or Dj1−/−Apoe−/− mice (referred herein as WT or KO BMT respectively). After 8 weeks of recovery and reconstitution, these mice were placed on 16 weeks of HCD. Similar the global Dj1−/−Apoe−/− mice, KO BMT mice also had reduced atherosclerotic plaque burden in the aorta and root (Fig. 4a,b). These plaques also comprised of less mac3+ macrophages (Fig. 4c). Circulating Ly6Chi monocytes and lymphoid cells were similar between the groups, which mirrors the phenotype observed in the untransplanted Dj1−/−Apoe−/− mice (Fig. 4d). Similar reduction of plaque macrophages between global Dj1−/−Apoe−/− and KO BMT mice supports the notion that macrophage DJ-1 may play a role in mediating atherogenesis.
To explore the potential cell-autonomous role of Dj1 in macrophages, mouse macrophage cell line (RAW264.7) was used to assess the expression of pro-inflammatory genes after Dj1 knockdown. Dj1 knockdown by siRNA was modest, yet demonstrated increased expression of pro-inflammatory cytokine Ccl2 and its associated receptor Ccr2, with no differences observed in M2-like macrophage marker mannose receptor C-type 1 (MRC1) (Fig. 5a). The addition of oxidized LDL (OxLDL) for 24 h blunted the expression of inflammatory cytokine genes in WT cells as previously shown by others6,7. Importantly, OxLDL further blunted the magnitude of cytokine levels in Dj1 siRNA- compared to non-specific (NS) scramble-transfected macrophages. Moreover, increased expression of anti-inflammatory Il10 was observed in OxLDL-induced Dj1 siRNA transfected macrophages (Fig. 5a). Furthermore, BM-derived macrophages (BMDM) from Dj1+/+ Apoe−/− and Dj1−/− Apoe−/− mice were treated with PBS control or OxLDL (100 μg/mL) for 24 h followed by gene expression analysis. Similar to RAW264.7 cells with Dj1 knockdown, a significant increase in the expression of pro-inflammatory cytokines Ccl2 and IL-6 were observed in Dj1 deficient BMDM compared to controls under basal conditions. However, similar to results from macrophage cell line, Ccl2 levels were blunted to lower levels in response to oxLDL. Expressions of M1/M2 macrophage markers Itgax, Arg1, and Chi3l3 as well as transmigration markers ICAM-1 and VCAM-1 were significantly reduced in BMDM with Dj1 deficiency compared to littermate control (Fig. 5b–e). Furthermore, similar significant reduction of CCL2 and VCAM-1 levels observed in Dj1 deficient BMDM as assessed by ELISA (Fig. 5f). We next assessed for oxidative stress in BMDM given the role of Dj1 in serving as an anti-oxidant and found no significant differences between Dj1 deficient BMDM and control group in glutathione levels treated with PBS or OxLDL (Fig. 5g). There were no differences in gene expressions of androgen receptor, or markers of proliferation, or efferocytosis in Dj1 deficient BMDM compared to controls basally or in response to oxLDL. Interestingly, there was a decrease in Bcl2 levels both basally and in response to oxLDL in Dj1-deficeint BMDM (Supplementary Figure S3).
Elevated DJ-1 in subjects with ischemic heart disease
To assess whether DJ-1 was also affected in humans with atherosclerosis, plasma was collected from subjects with or without ischemic heart disease. Clinical parameters (age, sex, Ejection fraction %, LDL-cholesterol, Total cholesterol) are shown in Table 1. Interestingly, there was a near-significant increase of plasma DJ-1 levels from individuals with ischemic heart disease compared to those without (Fig. 6), similar to our mouse model of atherosclerosis (Fig. 1a). These results further support the pro-atherogenic role of DJ-1 in the regulation of cardiovascular disease.
Discussion
In this study, we investigated the role of Dj1 in the pathogenesis of atherosclerosis. Using mice with Dj1 deletion, we show that Dj1-deficiency attenuates atherosclerosis development and this is associated with a reduction in plaque macrophages. To test whether deletion of Dj1 in leukocytes had a causal role in attenuating atherosclerosis, we performed bone marrow transplant experiments. We show that irradiated Apoe-/ mice that received bone marrow cells from Dj1-deficient mice similarly presented with a reduction in atherosclerosis. Moreover, Dj1-deficiency in macrophages enhanced anti-inflammatory activation with M2-like polarization and attenuated pro-inflammatory responses in the presence of oxidized LDL. Together, these data show that Dj1 promotes atherosclerosis at least in part through regulating macrophage inflammatory responses.
To our knowledge, this is the first study to explore the essential in vivo role of global Dj1 in a mouse model of atherosclerosis. However, the roles of Dj1 in disorders of the vasculature have been explored in other models. For example, vascular smooth muscle cells of Dj1-deficient mice exhibited greater neointimal formation in response to carotid artery ligation8, suggesting a protective role of Dj1 in vascular remodelling. Furthermore, knockout of Dj1 aggravated hypoxic pulmonary arterial hypertension in rats9. In a model of acetylcholine-induced endothelium-dependent relaxation in the aorta, there was a significant impairment in Dj1-deficient mice10. Together these results highlight the complex tissue- and context-specific role of DJ-1 in models of vascular pathology.
Immune mechanisms are believed to interact with the adverse metabolic milieu to initiate and propagate atherosclerotic lesions in the intima of arteries11. In fact, atherosclerosis is now considered a non-resolving chronic inflammatory condition in which the macrophage is the central player. Thus, the robust attenuation of macrophages within the atherosclerotic plaques of our Dj1-deficient mice provides further evidence for the strong link between atherosclerosis and inflammation. Indeed, there is emerging evidence that DJ-1 can modulate immune signaling pathways. For instance, downregulation of Dj1 in microglial cells has been found to induce their secretion of pro-inflammatory cytokines such as Il-1β and Il-6 and to elevate intracellular ROS12. The involvement of DJ-1 in stromal cell-derived factor (SDF)-1 induced CD3+ T cell migration has also been reported13. Expression of chemokine receptor type 4 (CXCR4) was found to be elevated in CD3+ T cells from Dj1-deficient mice, suggesting that DJ-1 acts as an inhibitor of inflammatory cell recruitment. On the contrary, Dj1 knockdown in RAW264.7 cells resulted in reduced expression of pro-inflammatory cytokines, IL-1β, IL-6 and MCP-1, in response to LPS14. Our data similarly suggests that Dj1 knockdown in RAW264.7 cells results in blunted inflammatory response to oxLDL compared to scramble knockdown.
Macrophages become activated as they infiltrate into target tissues and are exposed to stimuli, expressing a highly pro-inflammatory M1-like activation markers. Alternatively, they can acquire an anti-inflammatory phagocytic M2-like activation phenotype. Our results indicate that Dj1 deficiency in macrophages led to acquiring an anti-inflammatory M2-like state in response to oxLDL. This suggests that Dj1-deficiency skews macrophages to a unique activation state that can be characterized by enhanced anti-inflammatory response.
Elevated levels of ROS have been implicated in endothelial dysfunction and inflammation that can exacerbate atherosclerosis15. However, the precise mechanisms by which ROS modulate the inflammatory response in atherosclerosis is not clear. DJ-1 has been shown to regulate oxidative stress by directly quenching ROS upon oxidative modification of a conserved cysteine residue16 or by stabilizing the master regulator of antioxidant transcription, nuclear factor erythroid-related factor 2 (NRF2)17. We previously demonstrated that the protection from diabetes and obesity conferred by Dj1-deficiency was found to be mediated by paradoxical elevated levels of ROS which induced metabolic reprogramming within skeletal muscle4. Induction of Warburg-like aerobic glycolysis resulted in fuel wasting upon high fat diet feeding as a mechanism leading to protection against obesity and diabetes, through increased energy expenditure.
Circulating DJ-1 has been shown to be induced in models of acute inflammation. Interestingly, we show here a near-significant increase of plasma DJ-1 levels from individuals with ischemic heart disease compared to those without. This group was also more aged, a strong risk factor for cardiovascular disease. Serum DJ-1 levels also increased in atherosclerosis-prone mice in response to atherogenic diet. This suggests that DJ-1 can potentially be a putative biomarker and a therapeutic target for atherosclerosis.
In summary, our data show that loss of Dj1, likely in haematopoietic compartment, results in reduced atherosclerosis. The atheroprotection in Dj1-deficient mice may at least in part be related to reduced macrophage inflammatory responses and skewing macrophage activation to an anti-inflammatory state. Limitation of our current study include potential involvement of other cell types including other immune cells such as T cells and endothelial cells which can be regulated by Dj1 in atherogenesis and progression. Future work on mechanistic insight on Dj1 function may further provide the basis for a novel therapeutic approach for the treatment of atherosclerotic cardiovascular disease.
Methods
Generation of Dj1/Apoe-null mice
All experiments using mice were approved by the Animal Care Committee at the University Health Network (Toronto, Ontario) and were performed in accordance with ARRIVE relevant guidelines and regulations. Dj1 knockout mice (Dj1−/−) (generously donated by Dr. Tak W. Mak) were bred to Apolipoprotein E-deficient (Apoe−/ mice (Jackson Laboratory, Stock Number: 002052) to generate Dj1−/− Apoe−/mice. Dj1+/+ Apoe-/littermates served as controls. Only male mice were used for experiments. Mice were fed an atherogenic diet containing 0.2% cholesterol (TD88137, Harlan Laboratories) for 21 weeks, starting at 6 weeks of age. To assess plasma levels of DJ-1 following atherogenic diet, a cohort of Apoe−/− mice were fed either a standard rodent chow or atherogenic diet for 16 weeks starting at 6 weeks of age.
Atherosclerotic plaque quantification
Atherosclerotic lesion area was quantified in the descending aorta as previously described18.
Analysis of serum parameters
Mice were fasted for 16 h overnight followed by blood collection. Serum levels of mouse insulin, TNFα, IL-6, CCL2, resistin, and PAI-1 were measured using a mouse serum adipokine kit (Millipore) and the Luminex 100 Instrumental System according to the manufacture’s protocol. Total serum cholesterol and triglycerides, and LDL- and HDL-cholesterol were measured at the Pathology Phenogenomics Core (The Centre for Phenogenomics, Toronto, Ontario). Serum levels of DJ-1 were measured using a mouse DJ-1(PARK7) ELISA kit (Cusabio, Houston, TX), as per the manufacturer’s instructions. Serum H2O2 levels were determined using the Amplex Red hydrogen peroxide assay kit (Invitrogen) according to the manufacturer’s protocol. Circulating and BMDM levels of GSH to GSSG ratio were determined using a GSH/GSSG ratio detection assay kit (Abcam) as per the manufacturer’s protocol.
Histology and immunohistochemistry
Sagittal aortic arch sections were stained with haematoxylin and eosin (H&E) and lesion area at the lesser curvature was measured as previously described18. Some samples were lost in processing of slides. Immunohistochemical analysis was performed on aortic arch sections using anti-Mac-3 (1:200, M3/84 clone, BD Pharmingen) and anti-α-SMA antibody (1:500, A2547, Sigma-Aldrich) as previously described18. Positively stained regions and cells were expressed as percentage of plaque area and total plaque cells, respectively.
In vivo metabolic analyses
Intraperitoneal glucose (1 g/kg) and insulin (0.75 U/kg) tolerance tests were performed on overnight and 4 h fasted mice, respectively, as previously described4. Fasting blood glucose levels were measured after an overnight fast from tail vein using a glucometer (Freestyle Lite).
Energy homeostasis assessments
To measure energy expenditure, mice were housed individually in a Comprehensive Laboratory Animal Monitoring System (Columbus Instruments) with free access to food and water as previously described19. Following 24 h of acclimatization to the apparatus, data for 24 h measurements were collected as previously explained19. Respiratory exchange ratio was calculated as VCO2/VO2. Physical activity was determined by infra-red beam breaks in the x- and z-axes during one measurement interval as previously described19.
Quantitative RT-PCR
Total RNA from bone-marrow derived macrophages and RAW 264.7 cells were isolated using Trizol reagent (Invitrogen) as previously described18. RNA was reverse-transcribed with random primers using M-MLV enzyme (Invitrogen) as previously reported18. Quantitative RT-PCR (qRT-PCR) was performed with specific primers and SYBR Green master mix using a 7900HT Fast-Real-Time PCR System (Applied Biosystems) as previously described18,20. mRNA abundance was evaluated using a standard curve method specific for each primer analyzed. The relative mRNA abundance of each gene was normalized to the expression levels of 18S. Primer sequences are listed in Supplementary Table S1.
Cell culture
RAW 264.7 murine macrophage cells (TIB-71, American Type Culture Collection) were cultured in DMEM (4.5 g/L d-glucose) supplemented with 10% (vol/vol) FBS, 100 units/mL penicillin and streptomycin (Gibco) at 37 °C with 5% CO2 in humidified air as previously stated in21.
siRNA transfection
RAW 264.7 cells in growth medium were transfected with 50 nM scramble or Silencer Select Dj1 siRNA (s81228, ThermoFischer Scientific) using Lipofectamine RNAiMAX reagent (Invitrogen) according to the manufacturer’s protocol. Cells were transfected for 24 h followed by addition of oxidized low-density lipoprotein (oxLDL; 100 μg/mL) for another 24 h.
Bone marrow-derived macrophages
Bone marrow cells were harvested from femurs of control and Dj1-deficient mice and differentiated into macrophages for 7 days in differentiation media (DMEM with 10% (v/v) FBS, 20% (v/v) L929 conditioned media and 1% (v/v) penicillin and streptomycin) to generate bone marrow-derived macrophages as previously reported22. Cells were then treated with PBS or oxLDL (100 μg/mL; Kalen Biomedical) for another 24 h before harvesting.
Protein analysis with ELISA
CCL2 (Mouse CCL2/JE/Mcp-1 Quantikine ELISA Kit, R&D Systems) and VCMA-1 (Mouse VCAM-1/CD106 Quantikine ELISA Kit, R&D Systems) levels from BMDM treated with PBS or oxLDL were analyzed via ELISA according to manufacturers’ instructions.
Flow cytometry
Antibodies used for flow cytometry are provided in Table 2. Data were acquired on an LSRII flow cytometer (BD Biosciences) and analyzed with FlowJo v8.8.6 (Tree Star, Inc.) as previously described22.
Human samples
Serum from patients with ischemic cardiomyopathy or control group without coronary artery disease but with valvular heart disease were obtained for analysis of serum DJ-1. Patients were recruited from the Division of Cardiology at the McGill University Health Center. The research protocol was reviewed and approved by the Research Ethics Board of the McGill University Health Center (MUHC-BMB-06-012). All research was performed in accordance with relevant guidelines and regulations; all subjects gave written informed consent to participate as previously reported23.
Statistics
Data are presented as mean ± SD. Statistical tests were performed using GraphPad Prism version 5 (GraphPad Software, La Jolla, CA, USA). Data were tested for normal distribution using D'Agostino & Pearson and Shapiro–Wilk normality tests. Data with normal distribution were then subjected to unpaired parametric student t test. Non-normally distributed data were analyzed using unpaired non-parametric t test of Wilcoxon rank (Mann–Whitney). Data analyzed using multiple t tests followed a multiple test correlation. Statistical significance was defined as a P value < 0.05.
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Acknowledgements
This work was supported by operating Grants from the Canadian Institute of Health Research (CIHR) MOP-142193 and PJT-159505, and the Heart and Stroke Foundation of Canada Grant-in-Aid to MW. MW is supported by the Canada Research Chair in Signal Transduction in Diabetes Pathogenesis and the Soham and Shaila Ajmera Family Chair in Molecular Diabetes Research. TS and SYS were supported by the CIHR Doctoral Research Award, Diabetes Canada Doctoral Student Research Award, the Canadian Liver Foundation Graduate Studentship, and the Banting and Best Diabetes Centre (BBDC) Novo Nordisk Studentship. AL was supported by the Heart & Stroke/Richard Lewar Centre of Excellence Studentship. YP was supported by fellowships from the CIHR and Diabetes Canada. DF was supported by the BBDC Novo Nordisk Studentship and Ontario Graduate Scholarship.
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T.S., H.S.C., A.Z., D.A.W., C.S.R., and M.W. designed research studies; T.S., J.Y., H.S.C., A.Z., A.L., X.S.R., R.B., S.Y.S., S.A.S., D.W.D., I.D., Y.P., M.K., D.F. and H.L. conducted the experiments; I.R., J.G., R.H.K., and T.W.M. contributed to reagents and design concept; T.S., J.Y., H.S.C., A.Z., A.L., X.S.R., R.B., and M.W. analyzed the data; T.S., J.Y., H.S.C. and M.W. wrote and reviewed the manuscript.
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Sivasubramaniyam, T., Yang, J., Cheng, H.S. et al. Dj1 deficiency protects against atherosclerosis with anti-inflammatory response in macrophages. Sci Rep 11, 4723 (2021). https://doi.org/10.1038/s41598-021-84063-6
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DOI: https://doi.org/10.1038/s41598-021-84063-6
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