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Research Article| Volume 107, P52-59, April 2023

Comprehensive study of metabolic changes induced by a ketogenic diet therapy using GC/MS- and LC/MS-based metabolomics

      Highlights

      • Effects of the ketogenic diet on human plasma and urine metabolome were studied.
      • Various metabolites upstream of acetyl-CoA and propionyl-CoA were elevated.
      • Changed metabolites may hint toward developing new anti-seizure medications.

      Abstract

      Objective

      The ketogenic diet (KD), a high-fat and low-carbohydrate diet, is effective for a subset of patients with drug-resistant epilepsy, although the mechanisms of the KD have not been fully elucidated. The aims of this observational study were to investigate comprehensive short-term metabolic changes induced by the KD and to explore candidate metabolites or pathways for potential new therapeutic targets.

      Methods

      Subjects included patients with intractable epilepsy who had undergone the KD therapy (the medium-chain triglyceride [MCT] KD or the modified Atkins diet using MCT oil). Plasma and urine samples were obtained before and at 2–4 weeks after initiation of the KD. Targeted metabolome analyses of these samples were performed using gas chromatography-tandem mass spectrometry (GC/MS/MS) and liquid chromatography-tandem mass spectrometry (LC/MS/MS).

      Results

      Samples from 10 and 11 patients were analysed using GC/MS/MS and LC/MS/MS, respectively. The KD increased ketone bodies, various fatty acids, lipids, and their conjugates. In addition, levels of metabolites located upstream of acetyl-CoA and propionyl-CoA, including catabolites of branched-chain amino acids and structural analogues of γ-aminobutyric acid and lactic acid, were elevated.

      Conclusions

      The metabolites that were significantly changed after the initiation of the KD and related metabolites may be candidates for further studies for neuronal actions to develop new anti-seizure medications.

      Keywords

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      References

        • Kwan P
        • Brodie MJ.
        Early identification of refractory epilepsy.
        N Engl J Med. 2000; 342: 314-319
        • Arts WF
        • Brouwer OF
        • Peters AC
        • Stroink H
        • Peeters EA
        • Schmitz PI
        • et al.
        Course and prognosis of childhood epilepsy: 5-year follow-up of the Dutch study of epilepsy in childhood.
        Brain. 2004; 127: 1774-1784
        • Mohanraj R
        • Brodie MJ.
        Diagnosing refractory epilepsy: response to sequential treatment schedules.
        Eur J Neurol. 2006; 13: 277-282
        • Neal EG
        • Chaffe H
        • Schwartz RH
        • Lawson MS
        • Edwards N
        • Fitzsimmons G
        • et al.
        The ketogenic diet for the treatment of childhood epilepsy: a randomised controlled trial.
        Lancet Neurol. 2008; 7: 500-506
        • Neal EG
        • Chaffe H
        • Schwartz RH
        • Lawson MS
        • Edwards N
        • Fitzsimmons G
        • et al.
        A randomized trial of classical and medium-chain triglyceride ketogenic diets in the treatment of childhood epilepsy.
        Epilepsia. 2009; 50: 1109-1117
        • Youngson NA
        • Morris MJ
        • Ballard JWO.
        The mechanisms mediating the antiepileptic effects of the ketogenic diet, and potential opportunities for improvement with metabolism-altering drugs.
        Seizure. 2017; 52: 15-19
        • Ko A
        • Kwon HE
        • Kim HD.
        Updates on the ketogenic diet therapy for pediatric epilepsy.
        Biomed J. 2022; 45: 19-26
        • Sada N
        • Lee S
        • Katsu T
        • Otsuki T
        • Inoue T.
        Epilepsy treatment. Targeting LDH enzymes with a stiripentol analog to treat epilepsy.
        Science. 2015; 347: 1362-1367
        • Douris N
        • Melman T
        • Pecherer JM
        • Pissios P
        • Flier JS
        • Cantley LC
        • et al.
        Adaptive changes in amino acid metabolism permit normal longevity in mice consuming a low-carbohydrate ketogenic diet.
        Biochim Biophys Acta. 2015; 1852: 2056-2065
        • Heischmann S
        • Gano LB
        • Quinn K
        • Liang LP
        • Klepacki J
        • Christians U
        • et al.
        Regulation of kynurenine metabolism by a ketogenic diet.
        J Lipid Res. 2018; 59: 958-966
        • Mayengbam S
        • Ellegood J
        • Kesler M
        • Reimer RA
        • Shearer J
        • Murari K
        • et al.
        A ketogenic diet affects brain volume and metabolome in juvenile mice.
        Neuroimage. 2021; 244118542
        • Masino SA
        • Ruskin DN
        • Freedgood NR
        • Lindefeldt M
        • Dahlin M.
        Differential ketogenic diet-induced shift in CSF lipid/carbohydrate metabolome of pediatric epilepsy patients with optimal vs. no anticonvulsant response: a pilot study.
        Nutr Metab (Lond). 2021; 18: 23
        • Nishiumi S
        • Kobayashi T
        • Ikeda A
        • Yoshie T
        • Kibi M
        • Izumi Y
        • et al.
        A novel serum metabolomics-based diagnostic approach for colorectal cancer.
        PLoS One. 2012; 7: e40459
        • Nishiumi S
        • Kobayashi T
        • Kawana S
        • Unno Y
        • Sakai T
        • Okamoto K
        • et al.
        Investigations in the possibility of early detection of colorectal cancer by gas chromatography/triple-quadrupole mass spectrometry.
        Oncotarget. 2017; 8: 17115-17126
        • Eriksson L
        • Byrne T
        • Johansson E
        • Trygg J
        • Vikström C.
        Multi- and megavariate data analysis. Basic principles and applications.
        3rd ed. Umetrics Academy, Malmö2013
        • Chang P
        • Augustin K
        • Boddum K
        • Williams S
        • Sun M
        • Terschak JA
        • et al.
        Seizure control by decanoic acid through direct AMPA receptor inhibition.
        Brain. 2016; 139: 431-443
        • Wlaź P
        • Socała K
        • Nieoczym D
        • Żarnowski T
        • Żarnowska I
        • Czuczwar SJ
        • Gasior M.
        Acute anticonvulsant effects of capric acid in seizure tests in mice.
        Prog Neuropsychopharmacol Biol Psychiatry. 2015; 57: 110-116
        • Khabbush A
        • Orford M
        • Tsai YC
        • Rutherford T
        • O'Donnell M
        • Eaton S
        • Heales SJR
        Neuronal decanoic acid oxidation is markedly lower than that of octanoic acid: a mechanistic insight into the medium-chain triglyceride ketogenic diet.
        Epilepsia. 2017; 58: 1423-1429
        • Landaas S.
        Increased urinary excretion of 3-hydroxyisovaleric acid in patients with ketoacidosis.
        Clin Chim Acta. 1974; 54: 39-46
        • Liebich HM
        • Pickert A
        • Stierle U
        • Wöll J.
        Gas chromatography-mass spectrometry of saturated and unsaturated dicarboxylic acids in urine.
        J Chromatogr. 1980; 199: 181-189
        • Cheifetz PN.
        Uric acid excretion and ketosis in fasting.
        Metabolism. 1965; 14: 1267-1272
        • Kadowaki A
        • Sada N
        • Juge N
        • Wakasa A
        • Moriyama Y
        • Inoue T.
        Neuronal inhibition and seizure suppression by acetoacetate and its analog, 2-phenylbutyrate.
        Epilepsia. 2017; 58: 845-857
        • Mueller SG
        • Trabesinger AH
        • Boesiger P
        • Wieser HG.
        Brain glutathione levels in patients with epilepsy measured by in vivo (1)H-MRS.
        Neurology. 2001; 57: 1422-1427
        • Cárdenas-Rodríguez N
        • Coballase-Urrutia E
        • Pérez-Cruz C
        • Montesinos-Correa H
        • Rivera-Espinosa L
        • Sampieri 3rd, A
        • Carmona-Aparicio L
        Relevance of the glutathione system in temporal lobe epilepsy: evidence in human and experimental models.
        Oxid Med Cell Longev. 2014; 2014759293
        • Napolitano A
        • Longo D
        • Lucignani M
        • Pasquini L
        • Rossi-Espagnet MC
        • Lucignani G
        • et al.
        The ketogenic diet increases in vivo glutathione levels in patients with epilepsy.
        Metabolites. 2020; 10: 504
        • Irino Y
        • Toh R
        • Nagao M
        • Mori T
        • Honjo T
        • Shinohara M
        • et al.
        2-Aminobutyric acid modulates glutathione homeostasis in the myocardium.
        Sci Rep. 2016; 6: 36749
        • Manna P
        • Gungor N
        • McVie R
        • Jain SK.
        Decreased cystathionine-γ-lyase (CSE) activity in livers of type 1 diabetic rats and peripheral blood mononuclear cells (PBMC) of type 1 diabetic patients.
        J Biol Chem. 2014; 289: 11767-11778