Abstract
The ketogenic diet (KD), a high-lipid and low-carbohydrate diet, has been used in the treatment of epilepsy, neurodegenerative disorders, inborn errors of metabolism and cancer; however, the exact mechanism/s of its therapeutic effect is not completely known. We hypothesized that sirtuins (SIRT)—a group of seven NAD-dependent enzymes and important regulators of energy metabolism may be altered under KD treatment. HT22 hippocampal murine neurons were incubated with two important KD metabolites–beta-hydroxybutyrate (BHB) (the predominant ketone body) and decanoic acid (C10), both accumulating under KD. Enzyme activity, protein, and gene expressions of SIRT 1-4, enzyme capacities of the mitochondrial respiratory chain complexes (MRC), citrate synthase (CS) and gene expression of monocarboxylate transporters were measured in control (untreated) and KD-treated cells. Incubation with both–BHB and C10 resulted in significant elevation of SIRT1 enzyme activity and an overall upregulation of the MRC. C10 incubation showed prominent increases in maximal activities of complexes I + III and complex IV of the MRC and ratios of their activities to that of CS, pointing towards a more efficient functioning of the mitochondria in C10-treated cells.
Keywords: beta-hydroxybutyrate, decanoic acid, energy metabolism, ketogenic diet, mitochondria, sirtuins
1. Introduction
Ketogenic Diet: The term “Ketogenic Diet” (KD) was introduced by Dr. Wilder at the Mayo clinic in the early 1920s, wherein a ketonemia-producing diet was designed to treat patients with epilepsy. This diet was widely used for several years, but with the introduction of diphenylhydantoin in 1938, the research focus shifted from a ketogenic diet to pharmacological antiepileptic compounds [1]. A novel diet producing an equally effective ketonemia, termed as the “Medium Chain Triglyceride” (MCT) diet was successfully used by Dr. Huttenlocher in Chicago to treat children with pharmacoresistant epilepsy [2,3]. KD is a high-fat, low-carbohydrate diet used in the treatment of pharmaco-refractory epilepsy [4]. Various different types of KD have been proposed over the last few decades including the classical KD, modified Atkins diet (MAD) and the MCT diet [5]. Despite the differences in compositions, several studies have proven the therapeutic effect of all these different dietary regimes [6]. Besides epilepsy, KD is used as a therapeutic option in mitochondrial disorders such as Complex I deficiency [7], glycogen storage disease type 3 [8], neurodegenerative disorders such as Parkinson’s disease and Alzheimer’s disease [9], as well as cancer [10].
The exact mechanism of action of KD in epilepsy still remains elusive [11]. Although multiple biochemical and molecular pathways have been suggested to play a role in exerting the therapeutic effect of KD, beta-hydroxybutyrate (ßHB), the predominant ketone body, has been proposed to play an important role [12,13]. In addition to ketonemia, raised plasma levels of decanoic (C10) and octanoic acids (C8) are found under a ketogenic diet [14]. Especially, decanoic acid has been suggested to contribute to the mechanism of action in KD. Previous studies have shown that treatment with decanoic acid leads to improved mitochondrial function and energy metabolism in fibroblasts from patients affected with mitochondrial disorders [7] as well as in neuronal cell models [15]. Understanding mitochondrial metabolism and pathways that influence the mitochondrial function is crucial as mitochondrial biogenesis, improved energy metabolism and reduced mitochondrial ROS-levels have been hypothesized to be involved in the antiepileptic mechanism of KD [11,15,16,17].
Sirtuins: The term “Sirtuin” is derived from Sir2 protein (belonging to the silent information regulator family), a group of proteins described in Saccharomyces cerevisiae (yeast), particularly pertaining to its function in longevity [18]. Seven sirtuins (SIRT) have been described in mammals with diverse physiological functions [19]. These NAD+-dependent enzymes are ubiquitously present in the human body and have specific subcellular localizations, enzymatic activities and substrates [20]. Sirtuins have been shown to regulate crucial processes such as mitochondrial biogenesis, ROS detoxification and lipid metabolism; all of which presumably play an important role in KD (refer to Table 1). An alteration in energy metabolism, mitochondrial biogenesis and changes in glucose and lipid metabolism are amongst the important potential mechanisms of action in KD [11,12,17].
Table 1.
Sirtuin | Localization and Enzymatic Activity | Relevant Physiological Processes and Targets * | Reference |
---|---|---|---|
SIRT1 |
Nucleus
Deacetylation |
Mitochondrial biogenesis
|
[21,22,23,24,25] |
ROS detoxification
| |||
Glucose metabolism
| |||
SIRT2 |
Cytoplasm
Deacetylation |
ROS detoxification
|
[23] |
SIRT3 |
Mitochondria
Deacetylation |
Energy metabolism (MRC) (Discussed in detail in the next sub-section) |
[26,27] |
Fatty acid oxidation
| |||
SIRT4 |
Mitochondria
ADP-ribosylation (predominant) Deacetylation (weak) |
Fatty acid oxidation
|
[28,29,30] |
Mitochondrial respiratory chain (MRC): Mitochondria are the main site of energy production via the respiratory chain/electron transport chain (oxidative phosphorylation). Upregulated mitochondrial function and mitochondrial biogenesis have been postulated as one of the potential mechanisms of action in KD [11,16,17].
Changes in mitochondrial function may be based on altered sirtuin function. SIRT3 has been shown to regulate complex I [31], complex II [32,33], complex III [34,35], complex IV [36,37] as well as ATP–synthase (complex V) [27,38] of the mitochondrial respiratory chain. Furthermore, SIRT1 has been implicated in the regulation of mitochondrial biogenesis [21,39] and ROS detoxification [23,40]. This demonstrates a strong connection between mitochondrial energy metabolism and sirtuins. Citrate synthase (CS), an important enzyme of the Krebs cycle, often serves as a marker for mitochondrial content [41,42,43]. KD was shown to increase CS activity in cell culture [15] as well as in an animal model [44].
Monocarboxylate transporters: The monocarboxylate transporters (MCTr *) belong to a family of SLC16 solute carrier transporters [45]. They are responsible for transport of monocarboxylate molecules such as lactate and pyruvate as well as ketone bodies–beta-hydroxybutyrate, acetoacetate and acetate [46]. Although 14 members of this transporter family have been identified, function of only a few (i.e., MCTr 1–4, MCTr 8 and MCTr 10) has been well described [45,47]. MCTr 1 and MCTr 2 are expressed in varying amounts in different parts of the mouse brain, both these transporters are detectable in appreciable quantities in the cerebral cortex and the hippocampus [48,49,50]. These observations suggest that MCTrs may play an important role in the uptake of ketone bodies during KD treatment. Higher levels of MCTr 1 were observed in the brain endothelial cells of rats under KD treatment [51]. A recent study showed that MCTrs 1 and 2 play an important role in the uptake of ßHB during KD treatment in mice and inhibition of MCTrs in KD-treated animals results in an increase in epileptiform activity [52]. These observations suggest that MCTrs may play a crucial role in transportation of metabolites elevated under KD.
*The abbreviation ‘MCTr’ (as against the standard ‘MCT’) is used for ‘monocarboxylate transporter’ in this article since ‘MCT’ has been used for ‘medium chain triglyceride’.
Hypothesis H1.
We hypothesized that metabolites accumulating under KD, namely beta hydroxybutyrate and decanoic acid, alter sirtuin function, energy metabolism and MCTr expression in neuronal cells. Sirtuins may provide the vital link between KD and mitochondria as “regulators” of crucial biochemical processes such as mitochondrial biogenesis and energy metabolism, which have been implicated as potential mechanisms of the antiepileptic effect exerted by KD.
2. Materials and Methods
Cell culture (for sirtuin analysis and MCTr): Hippocampal neurons from an immortalized murine cell line, HT22, were cultured in Dulbecco’s Modified Eagle’s Medium (DMEM) (Thermo Scientific, USA) with 10% (v/v) fetal bovine serum (Biowest SAS, France) and 1% (v/v) Penicillin/Streptomycin (Sigma-Aldrich, Steinheim, Germany). T25 sterile flasks (Sarstedt AG, Germany) were used to culture the cells. The cells were grown under 37 °C and 5% CO2. In the first phase of the study, HT22 neurons were cultured under two different glucose concentrations, standard (4.5 g/L) and low glucose (1 g/L). A quantity of 4.5 g/dL (450 mg/dL) of glucose seems high compared to human conditions but is the standard concentration for incubating HT22 cells. Concentrations lower than 1g/L (100 mg/dL) of glucose are not tolerated by HT22 neurons, proliferation is poor, as observed in pilot experiments. The low glucose cultures were established to simulate a “ketogenic” environment (low carb) for the cells. In the second phase of the study, cells were divided into either control (untreated) or KD-treated groups. Both the control and the KD-treated cells were cultured under low (1 g/L) glucose.
Two KD metabolites were used to treat the HT22 cells: 5 mM ßHB (beta–hydroxybutyrate), the predominant ketone body and 250 µM C10 (decanoic acid), a medium-chain fatty acid. This concentration of C10 is found in CSF of mice undergoing KD-treatment while blood concentrations (410 µM) are considerably higher [53]. Five millimoles ßHB is the typical therapeutic concentration in plasma reached in human patients under KD. In rats, a close positive correlation between blood- and CSF- concentrations of ßHB has been observed [54]. Ketonemia has been shown to increase the uptake of ketones by the brain [55]. A recent review on KD stated, that 5 mM of ßHB is a clinically meaningful concentration which is typically used for experimentation regarding KD [13]. Cells were incubated with decanoic acid or ßHB for 1 week with medium changes every other day.
Cells were lysed using Laemmli buffer for Western blot analysis, HEPES buffer for sirtuin enzyme activity and RLT buffer (Qiagen, Hilden, Germany) for RNA isolation.
Sirtuin enzyme activity: Enzyme activities of SIRT 1-3 were determined using the fluorescence-based enzyme activity kit (Enzo Life Sciences, Lausen, Switzerland), with SIRT1 (FLUOR DE LYS® SIRT1 Substrate) (Enzo Life Sciences, Lausen, Switzerland) and SIRT2 and 3 (FLUOR DE LYS® SIRT2 Substrate) (Enzo Life Sciences, Lausen, Switzerland) as specific substrates. A fluorescence plate reader (Tecan group Ltd., Männedorf, Switzerland) was used to detect the reaction.
Bicinchoninic assay (BCA): The BCA test was used to determine the protein concentration in the probes using the Pierce BCA protein assay kit (Thermo Scientific, Waltham, MA, USA). A full-area 96 well plate was used, and the colorimetric reaction was detected.
Protein expression: Equal number of cells (5000 cells/µL) were lysed using Laemmli buffer post harvesting. Semi-dry Western blotting technique was used to determine protein expression of sirtuins. SDS–PAGE gels (10% separating gel and 4% collecting gel) were used for electrophoresis and a nitrocellulose membrane was used for the transfer. A total of 10 µL of each probe was loaded onto the gel after heating at 95 °C for 15 min, followed by centrifugation at 10,000 rpm. Rabbit anti-SIRT1 (Millipore, Darmstadt, Germany), rabbit anti-SIRT2 (Santacruz, Heidelberg, Germany), rabbit-SIRT3 (Abcam, Cambridge, UK), goat anti-SIRT4 (Thermo Scientific, Waltham, MA, USA) and rabbit anti-Beta-Actin (Cell Signaling Technology, Inc., Danvers, MA, USA) primary antibodies were used in the recommended concentrations. Beta-Actin was used to normalize the protein expression of sirtuins in the respective probes. Relative protein expression was determined by normalizing with the control (untreated) probe. Secondary anti-rabbit and anti-goat antibodies were purchased from Li-cor Biosciences, USA. Intercept™ blocking buffer (TBS) from Li-Cor Biosciences was used to dilute all antibodies. The Odyssey FC system (Li-cor biosciences, Lincoln, NE, USA) was used for detection of bands.
Gene expression: RNA isolation and cDNA synthesis were performed using the RNeasy mini kit and Omniscript RT kit, respectively, from Qiagen, Germany. SIRT 1-4 and MCTrs 1 and 2 gene expression was analyzed using a SYBR green-based real-time polymerase chain reaction (PCR) on a 7900HT fast Real-Time PCR system and analyzed using SDS 2.4 software (Applied Biosystems, Foster, CA, USA). Murine primers for SIRT 1–4, MCTr 1, MCTr 2 and housekeeper genes (B2M, HPRT1 and ACT-B) were used for the PCR (refer to Table S1 (Supplementary Material). Beta-2-microglobulin (B2M), hypoxanthine phosphoribosyltransferase 1 (HPRT1) and beta-actin (ACT-B) were used as internal controls and relative sirtuin gene expression was calculated based on a normalization method using the three internal controls [56].
Cell culture (for MRC complexes): HT22-cells were grown in Nunclon™ Delta Surface petri dishes (Thermo Scientific, Waltham, MA, USA) at 37 °C and 5% CO2. Both control and KD-treated groups (either 5 mM ßHB or 250 µM C10) were grown under low glucose concentrations. The Petri dishes were washed using HEPES buffer followed by sonication (for 10 s x 2 times at 20 W power with single pulses of 0.3 s duration) using the HD 70 Sonopuls sonicator (BANDELIN electronic GmbH & Co. KG, Berlin, Germany) as described before for other cell types [57,58].
Spectrophotometric analysis of MRC complexes and CS: Capacities (maximal enzymatic activities under substrate saturation in vitro) of MRC complexes and Citrate Synthase (CS) were determined spectrophotometrically. Specific substances were used as inhibitors to measure activities of different complexes: rotenone (complex I + III), antimycin (complex II + III) and oligomycin (complex V). Spectrophotometric measurement was performed according to the established methods for complex I + III [59], complex II + III [60], complex V [61,62] and citrate synthase [63] at 37 °C. Precipitation of protein for quantification was done using trichloroacetic acid (TCA) [64] and subsequently, the protein concentration was measured using a BCA assay as described above.
Statistical analysis: All results are shown as mean + SD. The unpaired t-test (or Mann–Whitney test for non-parametric data) was used to determine the statistical significance of all the results. A p-value of less than 0.05 was considered as significant. A minimum of 3 independent samples were used for each experiment, measurements were carried out in duplicate. GraphPad Prism (San Diego, CA, USA) software version 8 was used for statistical analysis.
3. Results
3.1. Measurement of Sirtuins under Standard and Low Glucose Concentrations
The standard glucose concentration in DMEM used to culture HT22 neuronal cells is 4.5 g/L (25 mmol/L). To simulate a “ketogenic environment”, the glucose concentration was reduced to 1 g/L (5.6 mmol/L) in DMEM, the minimal concentration tolerated by the cells in terms of proliferation. The protein and gene expression were normalized to the low glucose (1 g/L) group. No statistically significant differences were noted between the two groups in enzyme activity (Figure 1A–C), relative protein expression (Figure 1D–F) and gene expression (Figure 1J–L) of sirtuins.
3.2. Incubation with the Predominant Ketone Body-BETA-Hydroxybutyrate (ßHB)
3.2.1. Sirtuin Enzyme Activity, Protein Expression and Gene Expression
Both the untreated (control) and treated (with 5mM ßHB) groups of HT22 neurons were cultured under low (1 g/L) glucose in DMEM. ßHB incubation significantly induced SIRT1 enzyme activity (Figure 2A) as well as protein expression (Figure 2D) in comparison with the control. Similarly, enzyme activity of SIRT3 (Figure 2C) was also significantly increased on treatment with ßHB. The enzyme activities of SIRT1 and SIRT3 were increased ~2 fold and ~1.5 fold, respectively, as compared to controls. However, no significant change was seen in the protein expressions of SIRT2 (Figure 2E) and SIRT3 (Figure 2F), while protein expression of SIRT1 was significantly increased (Figure 2D). SIRT4 protein expression (Figure 2M), although not statistically significant, was ~1.4 fold higher in the ßHB-treated group as compared to the control. The consistent elevation in enzyme activities of SIRT 1–3, but no significant alterations at protein (except for SIRT1) and gene expression levels suggest a post-translational modification under 5 mM ßHB treatment.
3.2.2. Mitochondrial Respiratory Chain (MRC) Complexes and Citrate Synthase (CS)
Enzyme activities of complex I+III, complex II+III, complex IV, complex V (ATP synthase) and the mitochondrial marker enzyme, citrate synthase (CS) were measured in control (untreated) and 5 mM ßHB-treated HT22 cells. Activities of complexes were normalized to CS as a mitochondrial marker. Incubation of HT22 neurons with 5 mM ßHB resulted in an upregulation of the mitochondrial respiratory chain. Enzyme activity of Complex I + III (Figure 3A) was significantly increased in the treatment group. Increases in the enzyme activities of Complex II + III (p = 0.0558) (Figure 3B) and Complex V (p = 0.0667) (Figure 3G) were non-significant. This suggests an overall induction of the respiratory chain complexes. Enzyme activity of citrate synthase (Figure 3I) was also significantly elevated in the ßHB-treated cells. CS has been described as a marker for mitochondrial content and an induction in its activity could point towards increased mitochondrial biogenesis.
3.3. Incubation with the Medium Chain Fatty Acid Decanoic Acid (C10)
3.3.1. Sirtuin Enzyme Activity, Protein Expression and Gene Expression
Only SIRT1 enzyme activity (Figure 4A) was significantly elevated on C10 incubation, as compared to the untreated cells. SIRT3 enzyme activity (Figure 4C) showed a near-significant increase (p = 0.0581) in cells incubated under C10. Relative protein and gene expressions of SIRT3 were significantly higher in C10-incubated cells (Figure 4F,L). Albeit not significantly, SIRT4 was ~1.5 fold higher in the C10-incubated cells as compared to the control group (Figure 4M). A similar trend was also noted in the gene expression of SIRT3 (Figure 4L). Thus, decanoic acid mainly led to elevated SIRT1 enzyme capacity without a significant change in its protein or gene expression, once again suggesting a post-translational modification.
3.3.2. Mitochondrial Respiratory Chain (MRC) Complexes and Citrate Synthase (CS)
Enzymatic capacities of complexes I–V as well as capacities normalized to the citrate synthase are reported. Decanoic acid (C10) incubation significantly increased the enzyme capacities of complex I + III (Figure 5A) and complex IV (Figure 5C). The activity of complex II + III (Figure 5B) showed a slight increase in the treatment group; however, this change was not significant. Interestingly, the enzymatic activities of ATP synthase (complex V) (Figure 5G) and citrate synthase (CS) (Figure 5I) remained unchanged in the C10-treated group. The ratios of maximal activity of the respiratory chain enzymes to that of CS demonstrate the enzyme activity of the respective complex in a given amount of mitochondria. It is noteworthy that the ratios of complexes I + III (Figure 5D) and complex IV (Figure 5F) normalized to CS in the C10-treated group were significantly higher than in the control group. This observation points towards a more efficient functioning of the mitochondrial respiratory chain in the C10 treated HT22 cells rather than an increase of mitochondrial mass.
3.4. Monocarboxylate Transporters (MCTr) 1 and 2
Gene expressions of MCTr 1 and MCTr 2 were determined in HT22 cells incubated with 5 mM ßHB and 250 µM C10. Significant upregulation of MCTr 1 in cells incubated with 250 µM C10 (Figure 6C) and MCTr 2 in cells incubated with 5 mM ßHB (Figure 6B) was observed. Non–significant upregulations of MCTr 1 in ßHB-treated cells (Figure 6A) and MCTr 2 in C10-treated cells (Figure 6D) were seen.
4. Discussion
Clinically, KD has been successfully used as a therapeutic option in epilepsy [1,2], other neurological disorders [5,9,65], inborn errors of metabolism [66] as well as in cancer [10]; however, the mechanism underlying these clinical benefits is still unclear. Mitochondrial dysfunction has been shown to be involved in the pathogenesis of epilepsy [67,68], neurodegenerative disorders [69,70], inborn errors of metabolism [58,71,72] and cancer [73]. Upregulation of the mitochondrial function/mitochondrial biogenesis has been suggested as a possible mechanism of action of KD [11,16,74].
Role of SIRT3: Sirtuins regulate mitochondrial metabolism as well as other biochemical and physiological pathways. About 65% of the mitochondrial proteins are acylated [75], offering a huge potential for sirtuins acting as NAD+-dependent deacylase enzymes [20], thus regulating mitochondrial function. Indeed, SIRT3 has been shown to deacetylate a wide variety of mitochondrial targets [34,76,77]. SIRT3 was found to regulate the mitochondrial respiratory chain complexes. A recent study described the role of SIRT3 in regulating mitochondrial biogenesis and bioenergetics in the context of KD treatment [17]. Long-chain acyl coenzyme A dehydrogenase (LCAD) was shown to be deacetylated and activated by SIRT3 in mice [26]. This shows that the fatty acid oxidation in mitochondria is regulated by SIRT3, an important aspect with respect to high-fat KD. In a recent in vivo- study, we have shown that exercise as a metabolic stressor leads to an up-regulation of sirtuins in humans [78]. Our results show an induction in enzyme activity of SIRT3 on incubation with 5 mM ßHB, the predominant ketone body. Incubation with decanoic acid showed an upregulation of SIRT3 protein and gene expression, which may be an additional mechanism increasing SIRT3 function in KD. NAD is increased under KD [79], which could additionally activate SIRT3 (and other sirtuins). SIRT3 function may be modulated by deacetylation or phosphorylation [80]; however, the mechanism of such a post-translational modification (PTM) in the context of KD is unclear.
Role of SIRT1: SIRT1 is predominantly localized in the nucleus and has a strong deacetylase activity [20]. Interestingly, it has also been suggested that SIRT1 may be found in the mitochondria as well; however, this is not well studied [39]. It has been shown that SIRT1, along with PGC-1α, regulates mitochondrial biogenesis [21,81]. Furthermore, SIRT1 has also been shown to regulate antioxidant mechanisms via the transcription factors PGC-1α and FOXO3a [22]. Studies have also reported that SIRT1 plays an important role in ROS detoxification via regulation of enzymes such as SOD2 and catalase [23]. Mitochondria are an important site for generation of ROS [82], thus making regulatory mechanisms of ROS detoxification by SIRT1 important in this context. Both ßHB and C10 treatment induced SIRT1 enzyme capacity in HT22 cells as compared to untreated cells. In response to incubation with 5 mM ßHB, SIRT1 protein expression was also increased. Enzyme capacity of citrate synthase as a marker for mitochondrial mass, was also significantly higher in the ßHB-treated HT22 cells indicating an induction of mitochondrial biogenesis. Taken together, these results support the hypothesis that improvement in mitochondrial function, via SIRT1, could be one of the potential mechanisms underlying the beneficial impact of ketogenic diet. Several different mechanisms of PTMs of SIRT1 have been described, including, but not limited to, phosphorylation, ubiquitination, and methylation [80,83]. A new PTM in the presence of high concentrations of the ketone body–ßHB has been described called lysine beta-hydroxybutyrylation [84]. Although this PTM has not been directly described in the context of sirtuins, it may provide valuable insights into the function of sirtuins in mediating the therapeutic effect of KD.
Upregulation of energy metabolism: Treatment of HT22 cells with both, ßHB and C10 resulted in an upregulation of the mitochondrial respiratory chain. The effect of C10 on enzymatic capacities of the MRC complexes in our study was prominent—an induction in not only the maximal activities of complex I + III and complex IV, but also their ratios normalized to the CS activity, indicating a more efficient function of the mitochondria, rather than an increase in mitochondrial mass. Our findings regarding upregulation of energy metabolism by C10, are in line with findings in previous studies, in the SH-SY5Y neuronal cell line as well as fibroblasts from patients with mitochondrial disorders [7,15]. However, the enzyme activity of CS was unchanged with 250 µM C10. On the other hand, treatment of HT22 cells with 5 mM ßHB induced activity of CS—suggesting a probable increase in mitochondrial quantity and function.
As described earlier, SIRT3 has been shown to regulate the function of the MRC. This is in line with our present study, where ßHB incubation of HT22 neurons significantly upregulated SIRT3 and respiratory chain enzyme activities. This can result in an overall upregulation of the respiratory chain. Mitochondrial biogenesis is an important potential mechanism of action of KD [16]. A recent article has described the role of SIRT3 in improving mitochondrial function and biogenesis on KD treatment [17]. These observations are similar to our analysis of sirtuins and energy metabolism on KD treatment in neuronal cells in vitro.
Upregulation of monocarboxylate transporters (MCTr): Levels of ßHB, the predominant ketone body, are significantly elevated during KD treatment and ßHB is taken up by the brain as an alternative energy substrate [12,85]. It is well established that MCTr 1 and 2 both facilitate transport of monocarboxylates such as ßHB in various tissues, including neurons [47,48,49]. Incubation of HT22 neurons with 5 mM ßHB resulted in significant upregulation of MCTr 2–indicating a possible role of the MCTr 2 in transporting ßHB present in the culture medium into the neurons. It has been shown that C10 is transported into the brain from systemic circulation; however, the mechanism behind this process in not known [53,65]. Our results demonstrate significant upregulation of gene expression of MCTr 1 in HT22 neurons incubated with 250 µM C10.
Findings of our study are summarized in Figure 7.
Clear limitations of our study are the in vitro model used which may not reflect in vivo conditions and the incubation with exogenous metabolites. Concentrations of ßHB vary in plasma and CSF under KD treatment, we used 5 mM, however there are individual differences in response to ßHB,-some patients even respond to lower concentrations. Further studies will be performed using lower serial concentrations (0.5 mM–2.5 mM) of ßHB to examine whether sirtuins and MRC complexes are differently altered under incubation with different ßHB concentrations. Under in vivo conditions, KD leads to an increase of both ßHB and decanoic acid which may have a synergistic effect.
5. Conclusions
The findings from our study indicate that two metabolites accumulating under ketogenic diet treatment, namely beta-hydroxybutyrate, the predominant ketone body, and decanoic acid—an important medium-chain fatty acid, induce the enzymatic activities of sirtuins and upregulate the mitochondrial respiratory chain enzymes in murine hippocampal neurons. Sirtuin up-regulation may result in the activation of respiratory chain enzymes. These observations suggest that sirtuins may play an important role in the mechanism of action of ketogenic diet, possibly via upregulated energy metabolism. However, further in vivo experimentation is needed to confirm this mechanism. In particular, the effect of inhibitors and activators of sirtuins on respiratory chain complexes shall be studied in future experiments.
Acknowledgments
We are indebted to the Department of Toxicology, Hannover Medical School for providing HT22 cell lines. We thank Jolanthe Bednarczyk and Astrid Fitter for their technical assistance. We acknowledge support by the German Research Foundation (DFG) and the Open Access Publication Fund of Hannover Medical School (MHH).
Supplementary Materials
The following are available online at https://www.mdpi.com/2072-6643/12/8/2379/s1, Table S1: List of primers.
Author Contributions
Conceptualization, A.M.D.; Data curation, P.D.; Formal analysis, P.D.; Funding acquisition, A.M.D.; Methodology, P.D. and A.M.D.; Supervision, A.M.D.; Writing–original draft, P.D.; Writing–review & editing, A.M.D. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by Schär Deutschland GmbH.
Conflicts of Interest
The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.
References
- 1.Wheless J.W. History of the ketogenic diet. Epilepsia. 2008;49:3–5. doi: 10.1111/j.1528-1167.2008.01821.x. [DOI] [PubMed] [Google Scholar]
- 2.Huttenlocher P.R. Ketonemia and Seizures: Metabolic and Anticonvulsant Effects of Two Ketogenic Diets in Childhood Epilepsy. Pediatr. Res. 1976;10:536–540. doi: 10.1203/00006450-197605000-00006. [DOI] [PubMed] [Google Scholar]
- 3.Huttenlocher P.R., Wilbourn A.J., Signore J.M. Medium-chain triglycerides as a therapy for intractable childhood epilepsy. Neurology. 1971;21:1097–1103. doi: 10.1212/WNL.21.11.1097. [DOI] [PubMed] [Google Scholar]
- 4.Hartman A.L., Vining E.P. Clinical aspects of the ketogenic diet. Epilepsia. 2007;48:31–42. doi: 10.1111/j.1528-1167.2007.00914.x. [DOI] [PubMed] [Google Scholar]
- 5.Gano L.B., Patel M., Rho J.M. Ketogenic diets, mitochondria, and neurological diseases. J. Lipid Res. 2014;55:2211–2228. doi: 10.1194/jlr.R048975. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Kossoff E.H., Hartman A.L. Ketogenic diets: New advances for metabolism-based therapies. Curr. Opin. Neurol. 2012;25:173–178. doi: 10.1097/WCO.0b013e3283515e4a. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Kanabus M., Fassone E., Hughes S.D., Bilooei S.F., Rutherford T., Donnell M.O., Heales S.J.R., Rahman S. The pleiotropic effects of decanoic acid treatment on mitochondrial function in fibroblasts from patients with complex I deficient Leigh syndrome. J. Inherit. Metab. Dis. 2016;39:415–426. doi: 10.1007/s10545-016-9930-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Mayorandan S., Meyer U., Hartmann H., Das A.M. Glycogen storage disease type III: Modified Atkins diet improves myopathy. Orphanet J. Rare Dis. 2014;9:196. doi: 10.1186/s13023-014-0196-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Paoli A., Bianco A., Damiani E., Bosco G. Ketogenic diet in neuromuscular and neurodegenerative diseases. Biomed. Res. Int. 2014;2014:474296. doi: 10.1155/2014/474296. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Klement R.J. Beneficial effects of ketogenic diets for cancer patients: A realist review with focus on evidence and confirmation. Med. Oncol. 2017;34:132. doi: 10.1007/s12032-017-0991-5. [DOI] [PubMed] [Google Scholar]
- 11.Rogawski M.A., Loscher W., Rho J.M. Mechanisms of Action of Antiseizure Drugs and the Ketogenic Diet. Cold Spring Harb. Perspect. Med. 2016;6:a022780. doi: 10.1101/cshperspect.a022780. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Masino S.A., Rho J.M. Mechanisms of Ketogenic Diet Action. In: Noebels J.L., Avoli M., Rogawski M.A., Delgado-Escueta A.V., Olsen R.W., editors. Jasper’s Basic Mechanisms of the Epilepsies [Internet] 4th ed. National Center for Biotechnology Information (US); Bethesda, MD, USA: 2012. [PubMed] [Google Scholar]
- 13.Simeone T.A., Simeone K.A., Stafstrom C.E., Rho J.M. Do ketone bodies mediate the anti-seizure effects of the ketogenic diet? Neuropharmacology. 2018;133:233–241. doi: 10.1016/j.neuropharm.2018.01.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Haidukewych D., Forsythe W.I., Sills M. Monitoring Octanoic and Decanoic Acids in Plasma From Children With Intractable Epilepsy Treated With Medium-Chain Triglyceride Diet. Clin. Chem. 1982;28:642–645. doi: 10.1093/clinchem/28.4.642. [DOI] [PubMed] [Google Scholar]
- 15.Hughes S.D., Kanabus M., Anderson G., Hargreaves I.P., Rutherford T., O’Donnell M., Cross J.H., Rahman S., Eaton S., Heales S.J. The ketogenic diet component decanoic acid increases mitochondrial citrate synthase and complex I activity in neuronal cells. J. Neurochem. 2014;129:426–433. doi: 10.1111/jnc.12646. [DOI] [PubMed] [Google Scholar]
- 16.Bough K.J., Wetherington J., Hassel B., Pare J.F., Gawryluk J.W., Greene J.G., Shaw R., Smith Y., Geiger J.D., Dingledine R.J. 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]
- 17.Hasan-Olive M.M., Lauritzen K.H., Ali M., Rasmussen L.J., Storm-Mathisen J., Bergersen L.H. A Ketogenic Diet Improves Mitochondrial Biogenesis and Bioenergetics via the PGC1alpha-SIRT3-UCP2 Axis. Neurochem. Res. 2019;44:22–37. doi: 10.1007/s11064-018-2588-6. [DOI] [PubMed] [Google Scholar]
- 18.Kaeberlein M., McVey M., Guarente L. The SIR2/3/4 complex and SIR2 alone promote longevity in Saccharomyces cerevisiae by two different mechanisms. Genes Dev. 1999;13:2570–2580. doi: 10.1101/gad.13.19.2570. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Haigis M.C., Guarente L.P. Mammalian sirtuins--emerging roles in physiology, aging, and calorie restriction. Genes Dev. 2006;20:2913–2921. doi: 10.1101/gad.1467506. [DOI] [PubMed] [Google Scholar]
- 20.Feldman J.L., Dittenhafer-Reed K.E., Denu J.M. Sirtuin catalysis and regulation. J. Biol. Chem. 2012;287:42419–42427. doi: 10.1074/jbc.R112.378877. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Chuang Y.C., Chen S.D., Jou S.B., Lin T.K., Chen S.F., Chen N.C., Hsu C.Y. Sirtuin 1 Regulates Mitochondrial Biogenesis and Provides an Endogenous Neuroprotective Mechanism Against Seizure-Induced Neuronal Cell Death in the Hippocampus Following Status Epilepticus. Int. J. Mol. Sci. 2019;20:3588. doi: 10.3390/ijms20143588. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Olmos Y., Sanchez-Gomez F.J., Wild B., Garcia-Quintans N., Cabezudo S., Lamas S., Monsalve M. SirT1 regulation of antioxidant genes is dependent on the formation of a FoxO3a/PGC-1alpha complex. Antioxid. Redox Signal. 2013;19:1507–1521. doi: 10.1089/ars.2012.4713. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Singh C.K., Chhabra G., Ndiaye M.A., Garcia-Peterson L.M., Mack N.J., Ahmad N. The Role of Sirtuins in Antioxidant and Redox Signaling. Antioxid. Redox Signal. 2018;28:643–661. doi: 10.1089/ars.2017.7290. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Pacifici F., Di Cola D., Pastore D., Abete P., Guadagni F., Donadel G., Bellia A., Esposito E., Salimei C., Sinibaldi Salimei P., et al. Proposed Tandem Effect of Physical Activity and Sirtuin 1 and 3 Activation in Regulating Glucose Homeostasis. Int. J. Mol. Sci. 2019;20:4748. doi: 10.3390/ijms20194748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Zang Y., Fan L., Chen J., Huang R., Qin H. Improvement of Lipid and Glucose Metabolism by Capsiate in Palmitic Acid-Treated HepG2 Cells via Activation of the AMPK/SIRT1 Signaling Pathway. J. Agric. Food Chem. 2018;66:6772–6781. doi: 10.1021/acs.jafc.8b01831. [DOI] [PubMed] [Google Scholar]
- 26.Hirschey M.D., Shimazu T., Goetzman E., Jing E., Schwer B., Lombard D.B., Grueter C.A., Harris C., Biddinger S., Ilkayeva O.R., et al. SIRT3 regulates mitochondrial fatty-acid oxidation by reversible enzyme deacetylation. Nature. 2010;464:121–125. doi: 10.1038/nature08778. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Verdin E., Hirschey M.D., Finley L.W., Haigis M.C. Sirtuin regulation of mitochondria: Energy production, apoptosis, and signaling. Trends Biochem. Sci. 2010;35:669–675. doi: 10.1016/j.tibs.2010.07.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Laurent G., de Boer V.C., Finley L.W., Sweeney M., Lu H., Schug T.T., Cen Y., Jeong S.M., Li X., Sauve A.A., et al. SIRT4 represses peroxisome proliferator-activated receptor alpha activity to suppress hepatic fat oxidation. Mol. Cell. Biol. 2013;33:4552–4561. doi: 10.1128/MCB.00087-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Laurent G., German N.J., Saha A.K., de Boer V.C., Davies M., Koves T.R., Dephoure N., Fischer F., Boanca G., Vaitheesvaran B., et al. SIRT4 coordinates the balance between lipid synthesis and catabolism by repressing malonyl CoA decarboxylase. Mol. Cell. 2013;50:686–698. doi: 10.1016/j.molcel.2013.05.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Nasrin N., Wu X., Fortier E., Feng Y., Bare O.C., Chen S., Ren X., Wu Z., Streeper R.S., Bordone L. SIRT4 regulates fatty acid oxidation and mitochondrial gene expression in liver and muscle cells. J. Biol. Chem. 2010;285:31995–32002. doi: 10.1074/jbc.M110.124164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ahn B.H., Kim H.S., Song S., Lee I.H., Liu J., Vassilopoulos A., Deng C.X., Finkel T. A role for the mitochondrial deacetylase Sirt3 in regulating energy homeostasis. Proc. Natl. Acad. Sci. USA. 2008;105:14447–14452. doi: 10.1073/pnas.0803790105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Cimen H., Han M.J., Yang Y., Tong Q., Koc H., Koc E.C. Regulation of succinate dehydrogenase activity by SIRT3 in mammalian mitochondria. Biochemistry. 2010;49:304–311. doi: 10.1021/bi901627u. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Finley L.W., Haas W., Desquiret-Dumas V., Wallace D.C., Procaccio V., Gygi S.P., Haigis M.C. Succinate dehydrogenase is a direct target of sirtuin 3 deacetylase activity. PLoS ONE. 2011;6:e23295. doi: 10.1371/journal.pone.0023295. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Finley L.W., Haigis M.C. Metabolic regulation by SIRT3: Implications for tumorigenesis. Trends Mol. Med. 2012;18:516–523. doi: 10.1016/j.molmed.2012.05.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kim S.H., Lu H.F., Alano C.C. Neuronal Sirt3 protects against excitotoxic injury in mouse cortical neuron culture. PLoS ONE. 2011;6:e14731. doi: 10.1371/journal.pone.0014731. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Kendrick A.A., Choudhury M., Rahman S.M., McCurdy C.E., Friederich M., Van Hove J.L., Watson P.A., Birdsey N., Bao J., Gius D., et al. Fatty liver is associated with reduced SIRT3 activity and mitochondrial protein hyperacetylation. Biochem. J. 2011;433:505–514. doi: 10.1042/BJ20100791. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Potthast A.B., Heuer T., Warneke S.J., Das A.M. Alterations of sirtuins in mitochondrial cytochrome c-oxidase deficiency. PLoS ONE. 2017;12:e0186517. doi: 10.1371/journal.pone.0186517. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Wu Y.T., Lee H.C., Liao C.C., Wei Y.H. Regulation of mitochondrial F(o)F(1)ATPase activity by Sirt3-catalyzed deacetylation and its deficiency in human cells harboring 4977bp deletion of mitochondrial DNA. Biochim. Biophys. Acta. 2013;1832:216–227. doi: 10.1016/j.bbadis.2012.10.002. [DOI] [PubMed] [Google Scholar]
- 39.Tang B.L. Sirt1 and the Mitochondria. Mol. Cells. 2016;39:87–95. doi: 10.14348/molcells.2016.2318. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Wang S.J., Zhao X.H., Chen W., Bo N., Wang X.J., Chi Z.F., Wu W. Sirtuin 1 activation enhances the PGC-1alpha/mitochondrial antioxidant system pathway in status epilepticus. Mol. Med. Rep. 2015;11:521–526. doi: 10.3892/mmr.2014.2724. [DOI] [PubMed] [Google Scholar]
- 41.Bernier F.P., Boneh A., Dennett X., Chow C.W., Cleary M.A., Thorburn D.R. Diagnostic criteria for respiratory chain disorders in adults and children. Neurology. 2002;59:1406–1411. doi: 10.1212/01.WNL.0000033795.17156.00. [DOI] [PubMed] [Google Scholar]
- 42.Itkonen O., Suomalainen A., Turpeinen U. Mitochondrial Coenzyme Q10 Determination by Isotope-Dilution Liquid Chromatography–Tandem Mass Spectrometry. Clin. Chem. 2013;59:1260–1267. doi: 10.1373/clinchem.2012.200196. [DOI] [PubMed] [Google Scholar]
- 43.Selak M.A., de Chadarevian J.P., Melvin J.J., Grover W.D., Salganicoff L., Kaye E.M. Mitochondrial activity in pompe’s disease. Pediatr. Neurol. 2000;23:54–57. doi: 10.1016/S0887-8994(00)00145-4. [DOI] [PubMed] [Google Scholar]
- 44.Parry H.A., Kephart W.C., Mumford P.W., Romero M.A., Mobley C.B., Zhang Y., Roberts M.D., Kavazis A.N. Ketogenic diet increases mitochondria volume in the liver and skeletal muscle without altering oxidative stress markers in rats. Heliyon. 2018;4:e00975. doi: 10.1016/j.heliyon.2018.e00975. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Halestrap A.P. The monocarboxylate transporter family--Structure and functional characterization. IUBMB Life. 2012;64:1–9. doi: 10.1002/iub.573. [DOI] [PubMed] [Google Scholar]
- 46.Halestrap A.P., Price N.T. The Proton-Linked Monocarboxylate Transporter (MCT) Family-Structure, Function and Regulation. Biochem. J. 1999;343:281–299. doi: 10.1042/bj3430281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Halestrap A.P., Wilson M.C. The monocarboxylate transporter family--role and regulation. IUBMB Life. 2012;64:109–119. doi: 10.1002/iub.572. [DOI] [PubMed] [Google Scholar]
- 48.Garcia C.K., Brown M.S., Pathak R.K., Goldstein J.L. cDNA Cloning of MCT2, a Second Monocarboxylate Transporter Expressed in Different Cells Than MCT1. J. Biol. Chem. 1995;270:1843–1849. doi: 10.1074/jbc.270.4.1843. [DOI] [PubMed] [Google Scholar]
- 49.Koehler-Stec E.M., Simpson I.A., Vannucci S.J., Landschulz K.T., Landschulz W.H. Monocarboxylate transporter expression in mouse brain. Am. J. Physiol.-Endocrinol. Metab. 1998;275:E516–E524. doi: 10.1152/ajpendo.1998.275.3.E516. [DOI] [PubMed] [Google Scholar]
- 50.Pellerin L., Pellegri G., Martin J.-L., Magistretti P.J. Expression of monocarboxylate transporter mRNAs in mouse brain: Support for a distinct role of lactate as an energy substrate for the neonatal vs. adult brain. Proc. Natl. Acad. Sci. USA. 1998;95:3990–3995. doi: 10.1073/pnas.95.7.3990. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Leino R.L., Gerhart D.Z., Duelli R., Enerson B.E., Drewes L.R. Diet-induced ketosis increases monocarboxylate transporter (MCT1) levels in rat brain. Neurochem. Int. 2001;38:519–527. doi: 10.1016/S0197-0186(00)00102-9. [DOI] [PubMed] [Google Scholar]
- 52.Forero-Quintero L.S., Deitmer J.W., Becker H.M. Reduction of epileptiform activity in ketogenic mice: The role of monocarboxylate transporters. Sci. Rep. 2017;7:4900. doi: 10.1038/s41598-017-05054-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Wlaź P., Socała K., Nieoczym D., Żarnowski T., Żarnowska I., Czuczwar S.J., Gasior M. Acute anticonvulsant effects of capric acid in seizure tests in mice. Prog. Neuro-Psychopharmacol. Biol. Psychiatry. 2015;57:110–116. doi: 10.1016/j.pnpbp.2014.10.013. [DOI] [PubMed] [Google Scholar]
- 54.Wang X., Liu Q., Zhou J., Wu X., Zhu Q. β hydroxybutyrate levels in serum and cerebrospinal fluid under ketone body metabolism in rats. Exp. Anim. 2017;66:177–182. doi: 10.1538/expanim.16-0090. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Roy M., Nugent S., Tremblay-Mercier J., Tremblay S., Courchesne-Loyer A., Beaudoin J.F., Tremblay L., Descoteaux M., Lecomte R., Cunnane S.C. The ketogenic diet increases brain glucose and ketone uptake in aged rats: A dual tracer PET and volumetric MRI study. Brain Res. 2012;1488:14–23. doi: 10.1016/j.brainres.2012.10.008. [DOI] [PubMed] [Google Scholar]
- 56.Vandesompele J., Preter K.D., Pattyn F., Poppe B., Roy N.V., Paepe A.D., Speleman F. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol. 2002;3:research0034. doi: 10.1186/gb-2002-3-7-research0034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Das A.M., Byrd D.J., Brodehl J. Regulation of the mitochondrial ATP-synthase in human fibroblasts. Clin. Chim. Acta. 1994;231:61–68. doi: 10.1016/0009-8981(94)90254-2. [DOI] [PubMed] [Google Scholar]
- 58.Lücke T., Höppner W., Schmidt E., Illsinger S., Das A.M. Fabry disease: Reduced activities of respiratory chain enzymes with decreased levels of energy-rich phosphates in fibroblasts. Mol. Genet. Metab. 2004;82:93–97. doi: 10.1016/j.ymgme.2004.01.011. [DOI] [PubMed] [Google Scholar]
- 59.Fischer J.C., Ruitenbeek W., Trijbels J.M.F., Veerkamp J.H., Stadhouders A.M., Sengers R.C.A., Janssen A.J.M. Estimation of NADH oxidation in human skeletal muscle mitochondria. Clin. Chim. Acta. 1986;155:263–273. doi: 10.1016/0009-8981(86)90246-9. [DOI] [PubMed] [Google Scholar]
- 60.Stumpf D.A., Parks J.K. Human mitochondrial electron transport chain: Assay of succinate:Cytochrome c reductase in leukocytes, platelets and cultured fibroblasts. Biochem. Med. 1981;25:234–238. doi: 10.1016/0006-2944(81)90080-6. [DOI] [PubMed] [Google Scholar]
- 61.Das A.M., Harris D.A. Regulation of the mitochondrial ATP synthase in intact rat cardiomyocytes. Biochem. J. 1990;266:355–361. doi: 10.1042/bj2660355. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Rosing J., Harris D.A., Kemp A., Slater E.C. Nucleotide-binding properties of native and cold-treated mitochondrial ATPase. Biochim. Biophys. Acta (BBA)-Bioenerg. 1975;376:13–26. doi: 10.1016/0005-2728(75)90201-7. [DOI] [PubMed] [Google Scholar]
- 63.Srere P.A. [1] Citrate synthase: [EC 4.1.3.7. Citrate oxaloacetate-lyase (CoA-acetylating)] Methods Enzymol. 1969;13:3–11. [Google Scholar]
- 64.Bensadoun A., Weinstein D. Assay of proteins in the presence of interfering materials. Anal. Biochem. 1976;70:241–250. doi: 10.1016/S0003-2697(76)80064-4. [DOI] [PubMed] [Google Scholar]
- 65.Augustin K., Khabbush A., Williams S., Eaton S., Orford M., Cross J.H., Heales S.J.R., Walker M.C., Williams R.S.B. Mechanisms of action for the medium-chain triglyceride ketogenic diet in neurological and metabolic disorders. Lancet Neurol. 2018;17:84–93. doi: 10.1016/S1474-4422(17)30408-8. [DOI] [PubMed] [Google Scholar]
- 66.Scholl-Burgi S., Holler A., Pichler K., Michel M., Haberlandt E., Karall D. Ketogenic diets in patients with inherited metabolic disorders. J. Inherit. Metab. Dis. 2015;38:765–773. doi: 10.1007/s10545-015-9872-2. [DOI] [PubMed] [Google Scholar]
- 67.Rahman S. Pathophysiology of mitochondrial disease causing epilepsy and status epilepticus. Epilepsy Behav. 2015;49:71–75. doi: 10.1016/j.yebeh.2015.05.003. [DOI] [PubMed] [Google Scholar]
- 68.Kann O., Kovacs R., Njunting M., Behrens C.J., Otahal J., Lehmann T.N., Gabriel S., Heinemann U. Metabolic dysfunction during neuronal activation in the ex vivo hippocampus from chronic epileptic rats and humans. Brain. 2005;128:2396–2407. doi: 10.1093/brain/awh568. [DOI] [PubMed] [Google Scholar]
- 69.Lin M.T., Beal M.F. Mitochondrial dysfunction and oxidative stress in neurodegenerative diseases. Nature. 2006;443:787–795. doi: 10.1038/nature05292. [DOI] [PubMed] [Google Scholar]
- 70.Wu Y., Chen M., Jiang J. Mitochondrial dysfunction in neurodegenerative diseases and drug targets via apoptotic signaling. Mitochondrion. 2019;49:35–45. doi: 10.1016/j.mito.2019.07.003. [DOI] [PubMed] [Google Scholar]
- 71.Das A.M. Regulation of the mitochondrial ATP-synthase in health and disease. Mol. Genet. Metab. 2003;79:71–82. doi: 10.1016/S1096-7192(03)00069-6. [DOI] [PubMed] [Google Scholar]
- 72.Das A.M., Steuerwald U., Illsinger S. Inborn errors of energy metabolism associated with myopathies. J. Biomed. Biotechnol. 2010;2010:340849. doi: 10.1155/2010/340849. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Srinivasan S., Guha M., Kashina A., Avadhani N.G. Mitochondrial dysfunction and mitochondrial dynamics-The cancer connection. Biochim. Biophys. Acta Bioenerg. 2017;1858:602–614. doi: 10.1016/j.bbabio.2017.01.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Boison D. New insights into the mechanisms of the ketogenic diet. Curr. Opin. Neurol. 2017;30:187–192. doi: 10.1097/WCO.0000000000000432. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Hebert A.S., Dittenhafer-Reed K.E., Yu W., Bailey D.J., Selen E.S., Boersma M.D., Carson J.J., Tonelli M., Balloon A.J., Higbee A.J., et al. Calorie restriction and SIRT3 trigger global reprogramming of the mitochondrial protein acetylome. Mol. Cell. 2013;49:186–199. doi: 10.1016/j.molcel.2012.10.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Bao J., Lu Z., Joseph J.J., Carabenciov D., Dimond C.C., Pang L., Samsel L., McCoy J.P., Jr., Leclerc J., Nguyen P., et al. Characterization of the murine SIRT3 mitochondrial localization sequence and comparison of mitochondrial enrichment and deacetylase activity of long and short SIRT3 isoforms. J. Cell. Biochem. 2010;110:238–247. doi: 10.1002/jcb.22531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Kincaid B., Bossy-Wetzel E. Forever young: SIRT3 a shield against mitochondrial meltdown, aging and neurodegeneration. Front. Aging Neurosci. 2013;5:48. doi: 10.3389/fnagi.2013.00048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Potthast A.B., Nebl J., Wasserfurth P., Haufe S., Eigendorf J., Hahn A., Das A. Impact of Nutrition on Short-Term Exercise-Induced Sirtuin Regulation: Vegans Differ from Omnivores and Lacto-Ovo Vegetarians. Nutrients. 2020;12:1004. doi: 10.3390/nu12041004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Xin L., Ipek O., Beaumont M., Shevlyakova M., Christinat N., Masoodi M., Greenberg N., Gruetter R., Cuenoud B. Nutritional Ketosis Increases NAD(+)/NADH Ratio in Healthy Human Brain: An in Vivo Study by (31)P-MRS. Front. Nutr. 2018;5:62. doi: 10.3389/fnut.2018.00062. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Flick F., Luscher B. Regulation of sirtuin function by posttranslational modifications. Front. Pharmacol. 2012;3:29. doi: 10.3389/fphar.2012.00029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Nemoto S., Fergusson M.M., Finkel T. SIRT1 functionally interacts with the metabolic regulator and transcriptional coactivator PGC-1{alpha} J. Biol. Chem. 2005;280:16456–16460. doi: 10.1074/jbc.M501485200. [DOI] [PubMed] [Google Scholar]
- 82.Bae Y.S., Oh H., Rhee S.G., Yoo Y.D. Regulation of reactive oxygen species generation in cell signaling. Mol. Cells. 2011;32:491–509. doi: 10.1007/s10059-011-0276-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Zhao K., Zhou Z. Post-translational modifications of nuclear sirtuins. Genome Instab. Dis. 2019;1:34–45. doi: 10.1007/s42764-019-00001-x. [DOI] [Google Scholar]
- 84.Dabek A., Wojtala M., Pirola L., Balcerczyk A. Modulation of Cellular Biochemistry, Epigenetics and Metabolomics by Ketone Bodies. Implications of the Ketogenic Diet in the Physiology of the Organism and Pathological States. Nutrients. 2020;12:788. doi: 10.3390/nu12030788. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Hartman A.L., Gasior M., Vining E.P., Rogawski M.A. The neuropharmacology of the ketogenic diet. Pediatr. Neurol. 2007;36:281–292. doi: 10.1016/j.pediatrneurol.2007.02.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.