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Agrawal B, Boulos S, Khatib S, Feuermann Y, Panov J, Kaphzan H. Molecular Insights into Transcranial Direct Current Stimulation Effects: Metabolomics and Transcriptomics Analyses. Cells 2024; 13:205. [PMID: 38334596 PMCID: PMC10854682 DOI: 10.3390/cells13030205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/14/2024] [Accepted: 01/18/2024] [Indexed: 02/10/2024] Open
Abstract
INTRODUCTION Transcranial direct current stimulation (tDCS) is an evolving non-invasive neurostimulation technique. Despite multiple studies, its underlying molecular mechanisms are still unclear. Several previous human studies of the effect of tDCS suggest that it generates metabolic effects. The induction of metabolic effects by tDCS could provide an explanation for how it generates its long-term beneficial clinical outcome. AIM Given these hints of tDCS metabolic effects, we aimed to delineate the metabolic pathways involved in its mode of action. METHODS To accomplish this, we utilized a broad analytical approach of co-analyzing metabolomics and transcriptomic data generated from anodal tDCS in rat models. Since no metabolomic dataset was available, we performed a tDCS experiment of bilateral anodal stimulation of 200 µA for 20 min and for 5 consecutive days, followed by harvesting the brain tissue below the stimulating electrode and generating a metabolomics dataset using LC-MS/MS. The analysis of the transcriptomic dataset was based on a publicly available dataset. RESULTS Our analyses revealed that tDCS alters the metabolic profile of brain tissue, affecting bioenergetic-related pathways, such as glycolysis and mitochondrial functioning. In addition, we found changes in calcium-related signaling. CONCLUSIONS We conclude that tDCS affects metabolism by modulating energy production-related processes. Given our findings concerning calcium-related signaling, we suggest that the immediate effects of tDCS on calcium dynamics drive modifications in distinct metabolic pathways. A thorough understanding of the underlying molecular mechanisms of tDCS has the potential to revolutionize its applicability, enabling the generation of personalized medicine in the field of neurostimulation and thus contributing to its optimization.
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Affiliation(s)
- Bhanumita Agrawal
- Sagol Department of Neurobiology, University of Haifa, Haifa 3103301, Israel
| | - Soad Boulos
- Sagol Department of Neurobiology, University of Haifa, Haifa 3103301, Israel
| | - Soliman Khatib
- Department of Biotechnology, Tel-Hai College, Upper Galilee 1220800, Israel
| | - Yonatan Feuermann
- Sagol Department of Neurobiology, University of Haifa, Haifa 3103301, Israel
| | - Julia Panov
- Sagol Department of Neurobiology, University of Haifa, Haifa 3103301, Israel
- Tauber Bioinformatics Research Center, University of Haifa, Haifa 3103301, Israel
| | - Hanoch Kaphzan
- Sagol Department of Neurobiology, University of Haifa, Haifa 3103301, Israel
- Tauber Bioinformatics Research Center, University of Haifa, Haifa 3103301, Israel
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Filipas L, Gallo G, Meloni A, Luzi L, Codella R. Effects of bilateral dorsolateral prefrontal cortex high-definition transcranial direct-current stimulation on time-trial performance in cyclists with type 1 diabetes mellitus. Brain Stimul 2022; 15:1292-1299. [PMID: 36126864 DOI: 10.1016/j.brs.2022.09.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 09/07/2022] [Accepted: 09/16/2022] [Indexed: 11/02/2022] Open
Abstract
BACKGROUND HD-tDCS is capable to increase the focality of neuromodulation and has been recently applied to improve endurance performance in healthy subjects. OBJECTIVE/HYPOTHESIS Whether these putative advantages could be exploited in active subjects with type 1 diabetes mellitus (T1D) remains questionable. METHODS In a double-blind, randomized crossover order, 11 high-level cyclists (27 ± 4.3 years; weight: 65.5 ± 8.6 kg; height: 180 ± 8 cm; VO2peak: 67.5 ± 2.9 mL min-1 kg-1) with T1D underwent either HD-tDCS (F3, F4) or control (SHAM) and completed a constant-load trial (CLT) at 75% of the 2nd ventilatory threshold plus a 15-km cycling time-trial (TT). RESULTS After HD-tDCS, the total time to cover the TT was 3.8% faster (P < 0.01), associated with a higher mean power output (P < 0.01), and a higher rate of power/perception of effort (P < 0.01) and power/heart rate at iso-time (P < 0.05) than the SHAM condition. Physiological parameters during CLT and TT did not differ in both conditions. CONCLUSIONS These findings suggest that upregulation of the prefrontal cortex could enhance endurance performance in high-level cyclists with T1D, without altering physiological and perceptual responses at moderate intensity. Present data open to future applications of HD-tDCS to a wider population of active T1D-subjects.
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Affiliation(s)
- Luca Filipas
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milan, Italy; Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy.
| | - Gabriele Gallo
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy; Centro Polifunzionale di Scienze Motorie, University of Genoa, Genoa, Italy
| | - Andrea Meloni
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milan, Italy; Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy
| | - Livio Luzi
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milan, Italy; Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy
| | - Roberto Codella
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milan, Italy; Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy
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Abstract
PURPOSE OF REVIEW We review recent evidence on the use of neuromodulation for treating eating disorders (EDs), including anorexia nervosa, bulimia nervosa and binge eating disorder. We evaluate studies on (a) modern non-invasive methods of brain stimulation, such as transcranial magnetic stimulation (rTMS) and transcranial direct current stimulation (tDCS), (b) electroconvulsive therapy (ECT) and (c) more invasive techniques, including deep brain stimulation (DBS). RECENT FINDINGS Most reports on the clinical applications of neuromodulation in EDs are limited to case studies, case series and small clinical trials. The majority have focused on severe, enduring and hard-to-treat cases of AN. In this population, data suggest that both rTMS and DBS have therapeutic potential and are safe and acceptable. High-quality clinical trials in different ED populations are needed which investigate different stimulation methods, sites and parameters, the use of neuromodulation as stand-alone and/or adjunctive treatment, as well as the mechanisms of action.
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Affiliation(s)
- L Gallop
- Section of Eating Disorders, Department of Psychological Medicine, Institute of Psychiatry, King's College London, Psychology & Neuroscience, London, UK
| | - M Flynn
- Section of Eating Disorders, Department of Psychological Medicine, Institute of Psychiatry, King's College London, Psychology & Neuroscience, London, UK
| | - I C Campbell
- Section of Eating Disorders, Department of Psychological Medicine, Institute of Psychiatry, King's College London, Psychology & Neuroscience, London, UK
| | - U Schmidt
- Section of Eating Disorders, Department of Psychological Medicine, Institute of Psychiatry, King's College London, Psychology & Neuroscience, London, UK.
- South London and Maudsley NHS Foundation Trust, Maudsley Hospital, London, UK.
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Baumann S, Mareš T, Albrecht J, Anders M, Vochosková K, Hill M, Bulant J, Yamamotová A, Štastný O, Novák T, Holanová P, Lambertová A, Papežová H. Effects of Transcranial Direct Current Stimulation Treatment for Anorexia Nervosa. Front Psychiatry 2021; 12:717255. [PMID: 34690831 PMCID: PMC8526853 DOI: 10.3389/fpsyt.2021.717255] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 08/27/2021] [Indexed: 11/15/2022] Open
Abstract
Background: Anorexia nervosa (AN) is a life-threatening illness with poor treatment outcomes. Although transcranial direct current stimulation (tDCS) is a promising non-invasive brain stimulation method, its effect in patients with AN remains unclear. Objective: This study investigated changes in maladaptive eating behavior, body mass index (BMI), and depression after 10 sessions of anodal tDCS over the left dorsolateral prefrontal cortex (DLPFC). Methods: In this double-blind, randomized controlled trial, 43 inpatients with AN were divided to receive either active (n = 22) or sham (n = 21) tDCS over the left DLPFC (anode F3/cathode Fp2, 2 mA for 30 min). All patients filled the Eating Disorder Examination Questionnaire (EDE-Q) and Zung Self-Rating Depression Scale (ZUNG), and their BMI was measured. These values were obtained repeatedly in four stages: (1) before tDCS treatment, (2) after tDCS treatment, (3) in the follow-up after 2 weeks, and (4) in the follow-up after 4 weeks. Results: Primary outcomes (EDE-Q) based on the ANOVA results do not show any between-group differences either after the active part of the study or in the follow-up. Secondary analysis reveals a reduction in some items of EDE-Q. Compared with sham tDCS, active tDCS significantly improved self-evaluation based on body shape (p < 0.05) and significantly decreased the need of excessive control over calorie intake (p < 0.05) in the 4-week follow-up. However, the results do not survive multiple comparison correction. In both sham and active groups, the BMI values improved, albeit not significantly. Conclusion: We did not observe a significant effect of tDCS over the left DLPFC on complex psychopathology and weight recovery in patients with AN. tDCS reduced the need to follow specific dietary rules and improved body image evaluation in patients with AN. Tests with a larger sample and different positions of electrodes are needed. Clinical Trial Registration: www.ClinicalTrials.gov, identifier: NCT03273205.
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Affiliation(s)
- Silvie Baumann
- Department of Psychotherapy, National Institute of Mental Health, Klecany, Czechia.,First Faculty of Medicine, Charles University, Prague, Czechia
| | - Tadeáš Mareš
- First Faculty of Medicine, Charles University, Prague, Czechia.,Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia
| | - Jakub Albrecht
- First Faculty of Medicine, Charles University, Prague, Czechia.,Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia
| | - Martin Anders
- First Faculty of Medicine, Charles University, Prague, Czechia.,Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia
| | - Kristýna Vochosková
- Department of Psychotherapy, National Institute of Mental Health, Klecany, Czechia.,Third Faculty of Medicine, Charles University, Prague, Czechia
| | - Martin Hill
- Department of Steroid Hormones and Proteohormones, Institute of Endocrinology, Prague, Czechia
| | - Josef Bulant
- Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia.,Department of Steroid Hormones and Proteohormones, Institute of Endocrinology, Prague, Czechia.,Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
| | - Anna Yamamotová
- Department of Physiology, Third Faculty of Medicine, Charles University, Prague, Czechia
| | - Ota Štastný
- Third Faculty of Medicine, Charles University, Prague, Czechia
| | - Tomáš Novák
- Department of Psychotherapy, National Institute of Mental Health, Klecany, Czechia.,Third Faculty of Medicine, Charles University, Prague, Czechia
| | - Petra Holanová
- First Faculty of Medicine, Charles University, Prague, Czechia.,Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia
| | - Alena Lambertová
- First Faculty of Medicine, Charles University, Prague, Czechia.,Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia
| | - Hana Papežová
- First Faculty of Medicine, Charles University, Prague, Czechia.,Department of Psychiatry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Prague, Czechia
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