Abstract
A prominent clinical symptom in multiple sclerosis (MS), a progressive disorder of the central nervous system (CNS) due to heightened neuro-inflammation, is learning and memory dysfunction. Here, we investigated the effects of a ketogenic diet (KD) on memory impairment and CNS-inflammation in a murine model of experimental autoimmune encephalomyelitis (EAE), using electrophysiological, behavioral, biochemical and in vivo imaging approaches. Behavioral spatial learning deficits were associated with motor disability in EAE mice, and were observed concurrently with brain inflammation. The KD improved motor disability in the EAE model, as well as CA1 hippocampal synaptic plasticity (long-term potentiation) and spatial learning and memory (assessed with the Morris Water Maze). Moreover, hippocampal atrophy and periventricular lesions in EAE mice were reversed in KD-treated EAE mice. Finally, we found that the increased expression of inflammatory cytokines and chemokines, as well as the production of reactive oxygen species (ROS), in our EAE model were both suppressed by the KD. Collectively, our findings indicate that brain inflammation in EAE mice is associated with impaired spatial learning and memory function, and that KD treatment can exert protective effects, likely via attenuation of the robust immune response and increased oxidative stress seen in these animals.
Introduction
Clinical symptoms in multiple sclerosis (MS), an autoimmune inflammatory disorder of the central nervous system (CNS), not only include motor disability but also cognitive deficits. Cognitive impairments are primarily learning and memory difficulties in 43% to 70% of MS patients during both early and late stages of MS [1]. Recent brain magnetic resonance imaging (MRI) studies in patients with MS have shown structural derangements of both the cerebral cortex and the hippocampus (a primary locus of memory consolidation). Moreover, convincing evidence of memory dysfunction in MS patients has been reported [2]–[4].
Experimental autoimmune encephalomyelitis (EAE), a commonly employed animal model of MS – characterized by inflammation and neurodegeneration in the CNS – has been shown to recapitulate hippocampal injury and synaptic loss with resultant impairment in spatial learning and memory [5]. Indeed, the extent of memory decline, more than the degree of motor disability, has proven to be a significant predictor of social handicap in MS [6]. One of the hallmark features of MS/EAE is immune-mediated CNS inflammation [7], [8], which subsequently facilitates reactive oxygen species (ROS) generation in a feed-back manner [9], [10].
Intriguingly, it has been observed that learning and memory decline in models of Alzheimer’s disease and normal rodents is accompanied by a cytokine burst [11]–[13], whereas cytokine blockade prevents such cognitive impairment [11], [13]. Further, it is known that ROS generation that exceeds cellular antioxidant capacity leads to disruption of hippocampal synaptic plasticity [14]. Despite the growing literature supporting the critical pathogenic role of inflammatory cytokines and chemokines, and aberrant ROS production in EAE/MS, it is unknown whether these factors are directly involved in contribution to memory loss in both humans and in the EAE model.
Dietary treatments have rapidly emerged as an alternative intervention for a variety of neurological disorders. Specially, the ketogenic diet (KD) has been shown to be clinically efficacious and safe in patients with medically refractory epilepsy [15]. The broad neuroprotective properties of the KD have been highlighted in a growing number of experimental models. For example, the KD attenuated amyloid beta 40 and 42 deposition in a mouse model of Alzheimer’s disease [16] and restored motor deficits in transgenic amyotrophic lateral sclerosis (ALS) mice [17]. Additionally, either inflammation or thermal nociception was significantly attenuated by KD treatment [18]. While the mechanisms underlying such effects remain unclear, one possibility is that the KD decreases ROS production by increasing the expression and activity of mitochondrial uncoupling proteins [19].
In the present study, we asked whether inflammatory responses and oxidative stress in a murine model of EAE are linked to memory dysfunction in mice. We found that impairment of spatial learning and memory in vivo and synaptic plasticity in vitro correlated closely with increased cytokine/chemokine expression and ROS generation. Further, we observed that the KD significantly dampened motor disability, CNS inflammation and memory dysfunction in EAE mice, suggesting that dietary interventions may prove to be clinically useful in the treatment of MS.
Methods
EAE Induction
C57BL/6 (B6) mice purchased from Taconic Farms were housed in an animal facility. The mice were 6–8 wk of age at the beginning of the study, and both standard and KD were given ad lib. EAE was induced by subcutaneous injection of myelin oligodendrocyte glycoprotein (MOG)35–55 peptide emulsified with complete Freund’s adjuvant (CFA) containing 500 µg of non-viable Mycobacterium tuberculosis, followed by intravenous injection of 20 ng of pertussis toxin in C57BL/6 (B6) mice. After EAE induction, the change in motor function was monitored daily using an arbitrary scale: 0, no symptoms; 1, flaccid tail; 2, hindlimb weakness or abnormal gait; 3, complete hindlimb paralysis; 4, complete hindlimb paralysis with forelimb weakness or paralysis; 5, moribund or deceased. The KD (Bio-Serv F3666 diet, Frenchtown, NJ, USA; 6.3∶1 ratio of fats: carbohydrate+protein) was fed to a separate cohort of mice 7 days before EAE induction and was continued until the time of sacrifice. All animal handling protocols were approved by the Institutional Animal Care and Use Committee (IACUC) at the Barrow Neurological Institute and St. Joseph’s Hospital & Medical Center (Protocol Number 0277).
Magnetic Resonance Imaging (MRI)
Cerebral imaging was performed on a 7 T rodent MRI scanner using a 20 mm RF-Quadrature-Volume head coil. Axial and coronal T1-weighted (MSME; TE 10.5 ms, TR 322 ms, 0.5 mm slice thickness, matrix 256×256, field of view [FOV] 2.8 cm, eight averages, 40 coronal slices, scan time 22 minutes, and 20 axial slices, scan time 16 min), fat-suppressed turbo spin echo T2-weighted (RARE; TE1 14.5 ms, TE2 65.5 ms, TR 4500 ms, 0.5 mm slice thickness, Matrix 256×256, FOV 2.8 cm, eight averages, 40 coronal slices, scan time 28 minutes, and 20 axial slices, scan time 28 minutes) MRI data were analyzed using the MEDx3.4.3 software package (Medical Numerics, VA, USA) on a LINUX workstation.
Morris Water Maze Testing
Spatial learning and memory were assessed using the standard Morris water maze (MWM), consisting of a circular tank (diameter, 56 in) filled with opaque water by the addition of non-toxic white paint (Fresco Powder tempera, Northvale, NJ) and a hidden platform in a fixed spot. Visual cues were placed in each of the four arbitrarily defined quadrants of the tank. During 5 days of initial training, the mice were dropped in the water maze in one of the four equal quadrants labeled north, east, south and west. Their order of use was changed daily. The mice were given four 90-second training trials per day. Regardless of success or failure to reach the hidden platform, all mice were given an additional 30-sec on the platform and then placed in its heated cage until its next trial. After initial training, the mice were placed in the tank and allowed to swim for 90 seconds to search for the submerged platform (4 daily trials over 5 consecutive days). The path lengths and latencies to platform discovery were measured using the EthoVision XT video tracking system (Noldus Information Technology, Leesburg, VA, USA).
Electrophysiology
Based on changes in motor disability after EAE induction, the alteration of long-term potentiation was tested at two time-points (e.g., peak and mild disability). To address this, transverse hippocampal slices (400 µm) were prepared from brains of three groups of mice [control mice (naïve), standard diet (SD)-fed EAE and ketogenic diet (KD)-fed EAE] using a standard vibratome (The Vibratome Company, St. Louis, MO, USA) at either post-natal days 14–19 or 31–40. Slices were stored in oxygenated physiological saline (composition in mM: 124 NaCl, 1.8 MgSO4, 4 KCl, 1.25 NaH2PO4, 26 NaHCO3, 2.4 CaCl2, and 10 D-glucose; pH = 7.4) prior to recording. Each slice was then transferred to a recording chamber attached to an Axioskop FS2 microscope (Carl Zeiss Microimaging, Inc., Thornwood, NY, USA) and superfused with warm (34±1°C) physiological saline at a rate of 2–3 ml/min before the start of each experiment. Upon Schaffer collateral (SC) stimulation, excitatory postsynaptic potentials (EPSPs) were recorded at a control test frequency of 0.05 Hz (0.1 ms, 20–100 µA) from CA1 stratum radiatum. After establishing a standard input-output curve (i.e., stimulus intensity vs. EPSP amplitude), the baseline EPSP amplitude (over 1 mV) was set to 50% of maximum responses. High-frequency stimulation (HFS, 1 sec, 100 Hz) or theta-burst stimuli (TBS, consisting of 5 trains delivered at 0.2 Hz) were used to induce long-term potentiation (LTP, an electrophysiological measure of memory consolidation). LTP was expressed as the percent of the mean baseline EPSP amplitude during 5–10 min without HFS. We also used TBS-induced LTP to confirm the changes in synaptic plasticity seen with HFS. Recorded data were filtered at 3 kHz, sampled at 10 kHz using pClamp, and analyzed with Clampfit (Axon Instruments, Union City, CA, USA). Chemicals used in electrophysiological study were purchased from Sigma-Aldrich (St. Louis, MO, USA).
CNS Cell Isolation and Flow Cytometry
To purify CNS cells, mice were transcardially perfused with phosphate buffer saline (PBS). Mononuclear T cells were collected from the brains of 5 mice using Percoll density gradients (30-70%). Single cell suspensions (4×105 cells) were prepared and stained for cell surface markers of the following antigens (targeted by the indicated Antibody (Ab) fluorescently tagged with FITC, PE, allophycocyanin, PE-Cy5, or PE-Cy7): CD3, CD4, CD8, CD11b, CD19 and CD45. All Abs were purchased from BD Pharmingen. FACS analysis was performed on a FACSAria™ system using Diva software (BD Biosciences, CA, USA).
Measurement of Cytokines and Chemokines
Both brain and spinal cord tissues were homogenized with PBS mixed with Halt protease inhibitor. After sonication, samples were centrifuged at 4°C for 20 min at 13,000 rpm. Isolated supernatants were mixed with a cocktail of reagents from a multi-cytokine and chemokine assay kit (Multi-Analyte ELISArray Kit; SA biosciences, USA) following the manufacturer’s instructions. Optical density was measured at 450 nm wavelength using a microplate reader (BioRad Model 680, Hercules, CA, USA).
In vivo ROS Measurement
To evaluate the magnitude of CNS ROS changes in vivo after EAE induction with and without KD treatment, dihydroethidium (DHE, 10 mg/ml, Molecular Probes, Eugene, OR, USA) was dissolved in DMSO and injected intraperitoneally at a dose of 27 mg/kg. Mice were anesthetized with an initial dose of 5% isoflurane, followed by a maintenance dose of 2.5% isoflurane, during bioluminescent imaging of the live mice which was conducted over a 1 min acquisition times using an in vivo imaging system (Xenogen IVIS Spectrum, Caliper Life Sciences, Hopkinton, MA, USA). Signal intensities from the brain were defined and measured in the efficiency mode with the Xenogen system.
Statistics
Numerical data were expressed as the mean ± SEM. The Mann-Whitney U test, student’s t-test and one-way ANOVA followed by Tukey test were used to assess differences and variance amongst different experimental groups. Significance was set at p<0.05.
Results
The Ketogenic Diet Ameliorates Motor Disability and Cognitive Impairment in EAE Mice
Consistent with a previous clinical report indicating that sub-clinical memory impairment is not associated with motor disability in benign MS patients [20], we found a lack of motor dysfunction and visible brain MRI changes after immunization but prior to evidence of EAE onset. However, the progressive decline in spatial learning and memory function correlated inversely with ROS levels in the brain of EAE mice ( Figure 1 ). EAE mice exhibited monophasic neurological symptoms of acute disseminated encephalomyelitis 10 days following immunization ( Figure 2A ). Using our previously reported motor disability scale, where higher numbers reflect greater impairment [21], the mean clinical score was 2.8±0.37 at 17 days post EAE induction and remained stable thereafter (at about 1.2) 20 days post EAE. In KD-fed EAE mice, disability at both the peak stage (14–19 days) and mild recovery stage (25–35 days) was significantly decreased compared to SD-fed EAE mice (p<0.01); the clinical score measured 1.9±0.2 and 0.39±0.1 at 17 days and 30 days post EAE, respectively ( Figure 2A ).
During the initial immunization period before EAE onset, KD treatment prevented a decline in behavioral spatial learning and memory ( Figure 2B ). No significant differences were found between the latencies of SD-fed naïve mice and KD-fed EAE mice in finding the hidden platform during the MWM test. The protective effects of the KD in this paradigm were sustained at 25–35 days post EAE induction ( Figure 2C ). Additionally, motor activity as monitored by swim speed was affected by changes in motor disability in EAE mice; naïve mice swam significantly faster than SD-fed EAE and KD-fed EAE mice on day 5 of the trial. In naïve, KD-fed EAE and SD-fed EAE mice, the speed scores (23±3.2, 34±5.8 and 37±6.8 cm/sec, respectively) were measured at 17 days after EAE induction. Intriguingly, recovery of speed was seen when EAE mice were kept on the KD; no difference between naïve and KD-fed EAE mice was found at 25 days of EAE induction (20±4.5 vs 24±5.6 cm/sec, respectively). Consistent with this, there was a significant increase in the latencies of SD-fed EAE mice to finding the hidden platform as compared to the SD-fed naïve mice or KD-fed EAE mice (p<0.01).
Based on these findings, we examined the changes in synaptic plasticity in EAE mice with SD or KD treatment by measuring CA1 hippocampal LTP at two different time-points (14–19 days vs. 30–35 days). Measuring LTP is the optimal way to evaluate memory function in the EAE model due to motor disability and the possibility of optic neuritis which would preclude accurate behavioral assessments [21], [22]. SD-fed naïve mice exhibited intact LTP induction and maintenance at both stages ( Figure 2 D, E ); the EPSP amplitude measured 147±9% and 146±5% at 60 min post-HFS or TBS, respectively. In SD-fed EAE mice at 60 min post-HFS or TBS, despite the slightly increased EPSP amplitude at this stage of mild motor disability, the EPSP amplitudes were significantly different from those seen in both SD-fed naïve and KD-fed EAE mice ( Figure 2 D, E). In contrast, LTP was fully restored in KD-fed EAE mice at both stages. Values were not significantly different compared to those obtained from SD-fed naïve mice (p<0.05).
The Ketogenic Diet Reverses Structural Brain Lesions in EAE Mice
To investigate whether the functional impairments noted above are associated with changes in lesion size in brains of EAE mice, we employed high-field animal MR imaging to assess EAE mice fed either the SD or the KD. Notably, our findings were similar to clinical data demonstrating periventricular lesions and hippocampal atrophy seen in patients with MS-induced cognitive/memory decline [3], [23]. We found that the periventricular region exhibited areas of abnormal signal intensity at the peak stage of motor disability post EAE immunization as compared to naïve mice ( Figure 3A ). In contrast, KD-fed EAE mice showed significantly reduced lesion signal intensity compared to SD-fed EAE mice. While we were not able to find any hippocampal structural changes at 15 days post immunization, T2-weighted imaging detected hippocampal volume loss at 30 days post immunization. Importantly, KD-fed EAE mice did not show any hippocampal volume loss, consistent with our behavioral and electrophysiological data, and no significant differences in hippocampal volume were found between naïve mice and KD-fed EAE mice ( Figure 3B ).
The Ketogenic Diet Diminishes CNS Inflammation and Oxidative Stress in EAE Mice
Given both functional and structural protective effects of the KD in our EAE model, we next asked if these beneficial changes were a consequence of modulating T cell-mediated inflammatory responses. KD-fed mice had a 2–2.5 fold reduction in CNS-derived CD4+ cells and CD11b+CD45+ cells (macrophage and microglia), compared to SD-fed mice ( Figure 4A, B ). Consistent with the potential therapeutic role of regulatory T (Treg) cells against various autoimmune diseases [24], KD treatment in EAE mice resulted in a tendency toward increased CD4+CD25+Foxp3+ Treg cells ( Figure 4C ). As shown in Fig 4D, KD-fed mice also exhibited down-regulation of CD4+ cells with a statistically significant matched reduction in the expression levels of cytokines (IL-1β, IL-6, TNF-α, IL-12, IL-17) and chemokines (IFN-γ, MCP-1, MIP-1α, MIP-1β), compared with SD-fed EAE mice in the periphery and in the brain ( Table 1 ).
Table 1. Inflammatory mediators assayed in EAE mice.
Cytokine/chemokine | IL-1 β | IL-6 | TNF-α | IL-12 | IL-17A | IFN-γ | TGF-β | MCP-1 | MIP-1α | MIP-1β | |
CNS | EAE | 33.3±5.8 | 211±36.5 | 50.2±11.3 | 18.2±3.8 | 131±22.3 | 75.6±11.9 | 116±26.0 | 42.6±6.1 | 666±80.8 | 200.6±46.3 |
EAE+KD | 11.5±3.8* | 50.6±8.7** | 25.2±5.1* | 12.2±2.1* | 40.1±4.3** | 23.9±3.3* | 90.4±19.1 | 15.7±2.6* | 226±50.8** | 110.1±21.3* | |
Periphery | EAE | 50.3±9.3 | 99.2±11.8 | 37.6±5.8 | 11.8±1.9 | 152±15.4 | 27.1±6.0 | 179±20.9 | 56.3±8.9 | 1061±95.9 | 353±36.4 |
EAE+KD | 22.5±4.7* | 57.6±4.7* | 20.7±3.7* | 6.24±0.7* | 70.9±11.0* | 20.1±5.6 | 175±11.1 | 33.9±7.5* | 789±106.3* | 216±30.0* |
Lymph node and CNS homogenates were prepared from mice in the indicated groups at day 15 p.i. Cytokine concentrations were measured by a Multi-Analyte ELISArray Kit (SA Biosciences, MD). Unit: pg/ml; n = 4/group. P values, student’s t-test or Wilcoxon test;
, p<0.01;
, p<0.05.
To clarify the functional relationship between ROS generation and memory dysfunction, we directly measured changes in in vivo brain ROS levels after intraperitoneal DHE injection. Consistent with our initial finding of increased ROS production in the early period following EAE induction ( Figure 1 ), a significant increase in superoxide radical levels were seen in the brains of SD-fed EAE mice at the peak stage of motor disability, as compared to levels observed in SD-fed naïve mice and KD-fed EAE mice. As expected, KD treatment strongly suppressed ROS levels in EAE brains, but the ROS intensity was significantly different from that seen SD-fed naïve mice (p<0.01) ( Figure 4E ).
Discussion
The principal findings of the present study are: (1) both brain inflammation and oxidative stress are associated with disruption of memory consolidation in the EAE model of MS; (2) memory dysfunction in EAE appears independent of structural brain changes prior to the onset of motor disability (as detected with high-field MR imaging); (3) at the onset of EAE, impairment of synaptic plasticity and spatial learning/memory are coincident with both motor disability and the appearance of brain lesions; (4) the KD exerts strong suppressive effects on EAE-induced motor and memory dysfunction, but does not prevent initial EAE onset; and (5) the neuroprotective effects of the KD may be mediated by a reduction in lymphocyte proliferation, cytokine/chemokine expression and oxidative stress.
There is mounting evidence that an aberrant cytokine and chemokine burst characterized by T-cell proliferation may be a critical factor in the initiation of MS/EAE [7], [8]. Although memory impairment has been shown to result from increased cytokine expression (e.g., IL-1β, IL-6 and TNF-α) in patients with Alzheimer’s disease, vascular dementia and post-operatively [25], [26], the functional role of inflammatory mediators in MS/EAE-mediated memory impairment has yet to be fully elucidated. Our findings strongly suggest that CNS inflammation plays a major role in the memory impairment seen in EAE. Furthermore, the broad modulation of inflammatory cytokines and chemokines by the KD appears linked to the diet-induced attenuation of adverse functional and structural consequences in EAE. We found that KD treatment increased the differentiation of Treg cells and led to a concomitant decrease in IL-6 and Th17 cell generation in EAE, changes that are consistent with a recent study reporting similar findings in MS, and proposed to yield beneficial effects [27]. Collectively, our data strongly support the notion that the KD may be clinically useful in patients with MS.
It is well known that up-regulated cytokine/chemokine expression triggers reactive oxygen species (ROS) production, which subsequently promotes an inflammatory cascade in a feedback manner [10], [28]. The link between neuroinflammation and pathologic ROS production is further supported by a prior study demonstrating elevations in thiobarbituric acid substances and F2-isoprostane levels (both indicators of oxidative stress) in the cerebrospinal fluid of MS patients [29]. Additionally, ROS generated by microglia and macrophage activation has been correlated with demyelination and axonal injury in both EAE and MS [10], [30], [31].
Consistent with these studies, our data clearly indicates that in vivo ROS generation is associated with impaired memory consolidation post EAE induction. The KD not only significantly reduces CNS-derived CD4+ cells and CD11b+CD45+ cells, but also restores memory function in EAE mice possibly by reducing in vivo brain ROS levels. While this protective effect may be a consequence of decreased microglia and macrophage activation, we cannot exclude the possibility that the KD enhances intrinsic antioxidant capacity. Earlier studies have shown elevations in hippocampal glutathione peroxidase activity and catalase levels induced by the KD and its associated metabolites such as ketone bodies [32], [33].
MR imaging studies have helped solidify the concept that the memory impairment seen in MS patients is closely related to structural brain changes [3], [4]. Notably, the CA1 hippocampal region in humans becomes atrophic in the early stages of MS which then spreads to adjacent areas [34]. This clinical observation is paralleled by a recent study demonstrating loss of neurons, synaptic integrity and memory impairment in EAE mice [5]. In the present study, hippocampal volume loss in EAE mice was also documented on MR imaging at the same time when impairment of memory consolidation was observed.
Many metabolic substrates [e.g., polyunsaturated fatty acids (PUFAs) and ketones] and hormones [e.g., leptin and adiponectin] [35]–[37] are both elaborated and altered by KD treatment. Interestingly, dietary supplementation with omega-3 PUFAs – which mirrors one important facet of the KD – led to decreased pro-inflammatory and enhanced anti-inflammatory changes in models of MS [38]. However, whether PUFAs are beneficial in MS patients remains controversial [39]–[42].
There are other metabolic players that may be relevant to EAE. It is well known that both adiponectin increases and leptin decreases after chronic calorie restriction. Thus, it is of interest that calorie restriction – which shares some metabolic features with the KD – exerted anti-inflammatory and neuroprotective effects in EAE [43]. Prior studies have demonstrated that up-regulation of adiponectin suppressed inflammatory mediators (e.g., TNF-α, IL-1, IL-6, and IL-10) and led to weight loss [44], whereas increased leptin expression correlated with a pro-inflammatory action [45]. Additionally, KD-treated obese rats showed increases in adiponectin expression, weight-loss and down-regulation of TNF-α levels [37]. Thus, it appears that a metabolic treatment such as the KD or calorie restriction induces changes in specific hormones that positively modulate neuroinflammation.
Another potential pathogenic mechanism in MS is hypoxia-induced mitochondrial dysfunction in excitable demyelinated axons, which leads to decreased ATP production [46]. Furthermore, down-regulation of mitochondrial uncoupling protein (UCP) activity in EAE –which results in pro-inflammation and ROS generation – was shown to induce serious motor disability [47]. In this light, it is interesting to note that the KD has been shown to provide synaptic protective effects in hippocampal slices under conditions of low glucose-induced metabolic stress, and was correlated with up-regulation of genes encoding mitochondrial ATP synthases [48]. Similarly, a more recent study demonstrated that ketone bodies alone afforded synaptic protection against the effects of mitochondrial respiratory chain inhibitors via enhanced ATP generation and antioxidant activity [33]. Further, it has been shown that the KD increases the expression and activity of UCPs in normal brain – effects that led to diminished mitochondrial ROS generation [19]. Taken together, the experimental evidence would strongly suggest that bioenergetic stabilization and subsequent reduction in oxidative stress may yield neuroprotective effects in MS/EAE.
In summary, we have shown that memory deficits in EAE mice are correlated with brain inflammation as evidenced by the enhanced expression of inflammatory cytokines and chemokines. And importantly, the KD significantly attenuated brain inflammation and reversed both memory dysfunction and motor impairment in EAE mice. There is mounting evidence that metabolic substrates (and certain hormones) can reduce inflammatory responses, and as a consequence provide both structural and functional neuroprotective effects. Since the KD is currently available in many clinical centers throughout the world, patients with MS may readily benefit from this non-pharmacological treatment option. In light of the present study and supportive evidence from the literature noted above, prospective, controlled clinical trials assessing the therapeutic effects of the KD now appear warranted.
Acknowledgments
We thank Drs R. Bomprezzi and T. Vollmer for discussions; C. Dayao, S. Rhodes, M. Abdelwahab and H. Parker for technical assistance.
Footnotes
Competing Interests: The authors have declared that no competing interests exist.
Funding: This study was supported in part by the Barrow Neurological Foundation (Dr. Rho), the Arizona Biomedical Research Commission (Dr. Kim), the National Institutes of Health (R01AI083294 to Dr. Shi), National Natural Science Foundation of China (31170864 to Dr. Shi and 81100887 to Dr. Hao), and Program for New Century Excellent Talents in University of China (Dr. Hao). No additional external funding was received for this study. The funders had no role in study design, data collection and analysis, decision to submit for publication, or preparation of the manuscript.
References
- 1.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41:685–691. doi: 10.1212/wnl.41.5.685. [DOI] [PubMed] [Google Scholar]
- 2.Amato MP, Portaccio E, Stromillo ML, Goretti B, Zipoli V, et al. Cognitive assessment and quantitative magnetic resonance metrics can help to identify benign multiple sclerosis. Neurology. 2008;71:632–638. doi: 10.1212/01.wnl.0000324621.58447.00. [DOI] [PubMed] [Google Scholar]
- 3.Sicotte NL, Kern KC, Giesser BS, Arshanapalli A, Schultz A, et al. Regional hippocampal atrophy in multiple sclerosis. Brain. 2008;131:1134–1141. doi: 10.1093/brain/awn030. [DOI] [PubMed] [Google Scholar]
- 4.Roosendaal SD, Moraal B, Pouwels PJ, Vrenjen H, Castelijns JA, et al. Accumulation of cortical lesions in MS: relation with cognitive impairment. Mult Scler. 2009;15:708–714. doi: 10.1177/1352458509102907. [DOI] [PubMed] [Google Scholar]
- 5.Ziehn MO, Avedisian AA, Tiwari-Woodruff S, Voskuhl RR. Hippocampal CA1 atrophy and synaptic loss during experimental autoimmune encephalomyelitis, EAE. Lab Invest. 2010;90:774–786. doi: 10.1038/labinvest.2010.6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Amato MP, Zipoli V, Goretti B, Portaccio E, De Caro MF, et al. Benign multiple sclerosis: cognitive, psychological and social aspects in a clinical cohort. J Neurol. 2006;253:1054–1059. doi: 10.1007/s00415-006-0161-8. [DOI] [PubMed] [Google Scholar]
- 7.Steinman L. Multiple sclerosis: a two-stage disease. Nat Immunol. 2001;2:762–764. doi: 10.1038/ni0901-762. [DOI] [PubMed] [Google Scholar]
- 8.Sutton C, Brereton C, Keogh B, Mills KH, Lavelle EC. A crucial role for interleukin (IL)-1 in the induction of IL-17-producing T cells that mediate autoimmune encephalomyelitis. J Exp Med. 2006;203:1685–1691. doi: 10.1084/jem.20060285. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Ruuls SR, Bauer J, Sontrop K, Huitinga I, ‘t Hart BA, et al. Reactive oxygen species are involved in the pathogenesis of experimental allergic encephalomyelitis in Lewis rats. J Neuroimmunol. 1995;56:207–217. doi: 10.1016/0165-5728(94)00154-g. [DOI] [PubMed] [Google Scholar]
- 10.van Horssen J, Schreibelt G, Drexhage J, Hazes T, Dijkstra CD, et al. Severe oxidative damage in multiple sclerosis lesions coincides with enhanced antioxidant enzyme expression. Free Radic Biol Med. 2008;45:1729–1737. doi: 10.1016/j.freeradbiomed.2008.09.023. [DOI] [PubMed] [Google Scholar]
- 11.Heyser CJ, Masliah E, Samimi A, Campbell, Gold LH. Progressive decline in avoidance learning paralleled by inflammatory neurodegeneration in transgenic mice expressing interleukin 6 in the brain. Proc Natl Acad Sci U S A. 1997;94:1500–1505. doi: 10.1073/pnas.94.4.1500. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Fang F, Lue LF, Yan S, Xu H, Luddy JS, et al. RAGE-dependent signaling in microglia contributes to neuroinflammation, Abeta accumulation, and impaired learning/memory in a mouse model of Alzheimer’s disease. Faseb J. 2010;24:1043–1055. doi: 10.1096/fj.09-139634. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Giuliani F, Vernay A, Leuba G, Schenk F. Decreased behavioral impairments in an Alzheimer mice model by interfering with TNF-alpha metabolism. Brain Res Bull. 2009;80:302–308. doi: 10.1016/j.brainresbull.2009.07.009. [DOI] [PubMed] [Google Scholar]
- 14.Kamsler A, Segal M. Hydrogen peroxide modulation of synaptic plasticity. J Neurosci. 2003;23:269–276. doi: 10.1523/JNEUROSCI.23-01-00269.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Neal EG, Chaffe H, Schwartz RH, Lawson MS, Edwards N, et al. The ketogenic diet for the treatment of childhood epilepsy: a randomised controlled trial. Lancet Neurol. 2008;7:500–506. doi: 10.1016/S1474-4422(08)70092-9. [DOI] [PubMed] [Google Scholar]
- 16.Van der Auwera I, Wera S, Van Leuven F, Henderson ST. A ketogenic diet reduces amyloid beta 40 and 42 in a mouse model of Alzheimer’s disease. Nutr Metab (Lond) 2005;2:28. doi: 10.1186/1743-7075-2-28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Zhao Z, Lange DJ, Voustianiouk A, MacGrogan D, Ho L, et al. A ketogenic diet as a potential novel therapeutic intervention in amyotrophic lateral sclerosis. BMC Neurosci. 2006;7:29. doi: 10.1186/1471-2202-7-29. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Ruskin DN, Kawamura M, Masino SA. Reduced pain and inflammation in juvenile and adult rats fed a ketogenic diet. PLoS One. 2009;4:e8349. doi: 10.1371/journal.pone.0008349. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Sullivan PG, Rippy NA, Dorenbos K, Concepcion RC, Agarwal AK, et al. The ketogenic diet increases mitochondrial uncoupling protein levels and activity. Ann Neurol. 2004;55:576–580. doi: 10.1002/ana.20062. [DOI] [PubMed] [Google Scholar]
- 20.Kocer B, Unal T, Nazliel B, Biyikli Z, Yesilbudak Z, et al. Evaluating sub-clinical cognitive dysfunction and event-related potentials (P300) in clinically isolated syndrome. Neurol Sci. 2008;29:435–444. doi: 10.1007/s10072-008-1020-4. [DOI] [PubMed] [Google Scholar]
- 21.Liu R, Bai Y, Vollmer TL, Bai XF, Jee Y, et al. IL-21 receptor expression determines the temporal phases of experimental autoimmune encephalomyelitis. Exp Neurol. 2008;211:14–24. doi: 10.1016/j.expneurol.2007.11.004. [DOI] [PubMed] [Google Scholar]
- 22.Miller D, Barkhof F, Montalban X, Thompson A, Filippi M. Clinically isolated syndromes suggestive of multiple sclerosis, part 2: non-conventional MRI, recovery processes, and management. Lancet Neurol. 2005;4:341–348. doi: 10.1016/S1474-4422(05)70095-8. [DOI] [PubMed] [Google Scholar]
- 23.Tiemann L, Penner IK, Haupts M, Schlegel U, Calabrese P. Cognitive decline in multiple sclerosis: impact of topographic lesion distribution on differential cognitive deficit patterns. Mult Scler. 2009;15:1164–1174. doi: 10.1177/1352458509106853. [DOI] [PubMed] [Google Scholar]
- 24.Zozulya AL, Wiendl H. The role of regulatory T cells in multiple sclerosis. Nat Clin Pract Neurol. 2008;4:384–398. doi: 10.1038/ncpneuro0832. [DOI] [PubMed] [Google Scholar]
- 25.Wada-Isoe K, Wakutani Y, Urakami K, Nakashima K. Elevated interleukin-6 levels in cerebrospinal fluid of vascular dementia patients. Acta Neurol Scand. 2004;110:124–127. doi: 10.1111/j.1600-0404.2004.00286.x. [DOI] [PubMed] [Google Scholar]
- 26.Wan Y, Xu J, Ma D, Zeng Y, Cibelli M, et al. Postoperative impairment of cognitive function in rats: a possible role for cytokine-mediated inflammation in the hippocampus. Anesthesiology. 2007;106:436–443. doi: 10.1097/00000542-200703000-00007. [DOI] [PubMed] [Google Scholar]
- 27.Kimura A, Kishimoto T. IL-6: regulator of Treg/Th17 balance. Eur J Immunol. 2010;40:1830–1835. doi: 10.1002/eji.201040391. [DOI] [PubMed] [Google Scholar]
- 28.Jana M, Pahan K. Redox regulation of cytokine-mediated inhibition of myelin gene expression in human primary oligodendrocytes. Free Radic Biol Med. 2005;39:823–831. doi: 10.1016/j.freeradbiomed.2005.05.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Mattsson N, Haghighi S, Andersen O, Yao Y, Rosengren L, et al. Elevated cerebrospinal fluid F2-isoprostane levels indicating oxidative stress in healthy siblings of multiple sclerosis patients. Neurosci Lett. 2007;414:233–236. doi: 10.1016/j.neulet.2006.12.044. [DOI] [PubMed] [Google Scholar]
- 30.LeVine SM. The role of reactive oxygen species in the pathogenesis of multiple sclerosis. Med Hypotheses. 1992;39:271–274. doi: 10.1016/0306-9877(92)90121-r. [DOI] [PubMed] [Google Scholar]
- 31.Bo L, Dawson TM, Wesselingh S, Mörk S, Choi S, et al. Induction of nitric oxide synthase in demyelinating regions of multiple sclerosis brains. Ann Neurol. 1994;36:778–786. doi: 10.1002/ana.410360515. [DOI] [PubMed] [Google Scholar]
- 32.Jarrett SG, Milder JB, Liang LP, Patel M. The ketogenic diet increases mitochondrial glutathione levels. J Neurochem. 2008;106:1044–1051. doi: 10.1111/j.1471-4159.2008.05460.x. [DOI] [PubMed] [Google Scholar]
- 33.Kim do Y, Vallejo J, Rho JM. Ketones prevent synaptic dysfunction induced by mitochondrial respiratory complex inhibitors. J Neurochem. 2010;114:130–141. doi: 10.1111/j.1471-4159.2010.06728.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Papadopoulos D, Dukes S, Patel R, Nicholas R, Vora A, et al. Substantial archaeocortical atrophy and neuronal loss in multiple sclerosis. Brain Pathol. 2009;19:238–253. doi: 10.1111/j.1750-3639.2008.00177.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kim DY, Rho JM. The ketogenic diet and epilepsy. Curr Opin Clin Nutr Metab Care. 2008;11:113–120. doi: 10.1097/MCO.0b013e3282f44c06. [DOI] [PubMed] [Google Scholar]
- 36.Honors MA, Davenport BM, Kinzig KP. Effects of consuming a high carbohydrate diet after eight weeks of exposure to a ketogenic diet. Nutr Metab (Lond) 2009;6:46. doi: 10.1186/1743-7075-6-46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Mohamed HE, El-Swefy SE, Rashed LA, Abd El-Latif SK. Biochemical effect of a ketogenic diet on the brains of obese adult rats. J Clin Neurosci. 2010;17:899–904. doi: 10.1016/j.jocn.2009.11.005. [DOI] [PubMed] [Google Scholar]
- 38.Kang JX, Weylandt KH. Modulation of inflammatory cytokines by omega-3 fatty acids. Subcell Biochem. 2008;49:133–143. doi: 10.1007/978-1-4020-8831-5_5. [DOI] [PubMed] [Google Scholar]
- 39.Farinotti M, Simi S, Di Pietrantonj C, McDowell N, Brait L, et al. Dietary interventions for multiple sclerosis. Cochrane Database Syst Rev. 2007;CD004192 doi: 10.1002/14651858.CD004192.pub2. [DOI] [PubMed] [Google Scholar]
- 40.Mehta LR, Dworkin RH, Schwid SR. Polyunsaturated fatty acids and their potential therapeutic role in multiple sclerosis. Nat Clin Pract Neurol. 2009;5:82–92. doi: 10.1038/ncpneuro1009. [DOI] [PubMed] [Google Scholar]
- 41.Shinto L, Marracci G, Baldauf-Wagner S, Stehlow A, Yadav V, et al. Omega-3 fatty acid supplementation decreases matrix metalloproteinase-9 production in relapsing-remitting multiple sclerosis. Prostaglandins Leukot Essent Fatty Acids. 2009;80:131–136. doi: 10.1016/j.plefa.2008.12.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Yadav V, Shinto L, Bourdette D. Complementary and alternative medicine for the treatment of multiple sclerosis. Expert Rev Clin Immunol. 2010;6:381–395. doi: 10.1586/eci.10.12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Piccio L, Stark JL, Cross AH. Chronic calorie restriction attenuates experimental autoimmune encephalomyelitis. J Leukoc Biol. 2008;84:940–948. doi: 10.1189/jlb.0208133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Fantuzzi G. Adipose tissue, adipokines, and inflammation. J Allergy Clin Immunol. 2005;115:911–919. doi: 10.1016/j.jaci.2005.02.023. [DOI] [PubMed] [Google Scholar]
- 45.Matarese G, Moschos S, Mantzoros CS. Leptin in immunology. J Immunol. 2005;174:3137–3142. doi: 10.4049/jimmunol.174.6.3137. [DOI] [PubMed] [Google Scholar]
- 46.Trapp BD, Stys PK. Virtual hypoxia and chronic necrosis of demyelinated axons in multiple sclerosis. Lancet Neurol. 2009;8:280–291. doi: 10.1016/S1474-4422(09)70043-2. [DOI] [PubMed] [Google Scholar]
- 47.Vogler S, Pahnke J, Rousset S, Ricquier D, Moch H, et al. Uncoupling protein 2 has protective function during experimental autoimmune encephalomyelitis. Am J Pathol. 2006;168:1570–1575. doi: 10.2353/ajpath.2006.051069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Bough KJ, Wetherington J, Hassel B, Pare JF, Gawryluk JW, et al. Mitochondrial biogenesis in the anticonvulsant mechanism of the ketogenic diet. Ann Neurol. 2006;60:223–235. doi: 10.1002/ana.20899. [DOI] [PubMed] [Google Scholar]