DOI: 10.14704/nq.2018.16.12.1894

A Review in Modification Food-Intake Behavior by Brain Stimulation: Excess Weight Cases

Mohammed Isam Alhiyali, Asnor Juraiza Bt. Ishak, Siti Anom Bt. Ahmad, Hafiz Rashidi Harun Ramli, Wan Aliaa Wan Sulaiman

Abstract


Obesity and overweight are frequently prescribed for dysfunction in food-intake behavior. Due to the widely prevalence of obesity in last year’s, there is demand for more studies which are aimed to modify the food-intake behavior. For the past decades many researches has applied in modify food-intake by brain training or stimulation. This review for neuroscience studies in modifying food-intake behavior, it’s involved three sections; The first section explained the role of brain activity in food-intake regulation, general ideas about biomedical devices in food-intake behavior are discussed in second section and third section focused on brain-stimulation systems. Finally, this paper concluded with main points that need to be taken into account when designing experimental study for modification food-intake behavior by brain stimulation according to previous studies recommendation and challenges.

Keywords


Obesity, overweight, EEG-Neurofeedback, biomedical devices

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References


Abisha P and Rajalakshmy P. ‘Embedded Implementation of A Wearable Food Intake Recognition System’. IEEE International Conference on Innovations in Electrical, Electronics, Instrumentation and Media Technology ICIEEIMT 2017; (978): 132–136.

Ahima RS and Antwi DA. ‘Brain regulation of appetite and satiety’. Endocrinology and Metabolism Clinics of North America 2008; 37(4): 811–823.

Angelakis E, Stathopoulou S, Frymiare JL, Green DL, Lubar JF, Kounios J. EEG neurofeedback: a brief overview and an example of peak alpha frequency training for cognitive enhancement in the elderly. The clinical neuropsychologist. 2007; 21(1): 110-129.

Antal A, Terney D, Poreisz CPW. ‘Towards unravelling task‐related modulations of neuroplastic changes induced in the human motor cortex’. European Journal of Neuroscience 2007; 26(9): 2687–2691.

Baizabal-Carvallo JF, Kagnoff MN, Jimenez-Shahed J, Fekete R, Jankovic J. The safety and efficacy of thalamic deep brain stimulation in essential tremor: 10 years and beyond. J Neurol Neurosurg Psychiatry 2014; 85(5): 567-572.

Barr MS, Fitzgerald PB, Farzan F, George TP, Daskalakis ZJ. Transcranial magnetic stimulation to understand the pathophysiology and treatment of substance use disorders. Current drug abuse reviews 2008; 1(3): 328-339.

Barth K, Rydin-Gray S, Kose S, Borckardt J, O'Neil P, Shaw D, Madan A, George M. Food cravings and the effects of left prefrontal repetitive transcranial magnetic stimulation using an improved sham condition. Frontiers in psychiatry 2011; 2: 9.

Forslund HB, Torgerson JS, Sjöström L, Lindroos AK. Snacking frequency in relation to energy intake and food choices in obese men and women compared to a reference population. International journal of obesity 2005; 29(6): 711.

Boccard SG, Fitzgerald JJ, Pereira EA, Moir L, Van Hartevelt TJ, Kringelbach ML, Green AL, Aziz TZ. Targeting the affective component of chronic pain: a case series of deep brain stimulation of the anterior cingulate cortex. Neurosurgery 2014; 74(6): 628-637.

Cardo E, Servera M, Bernad M, Meisel V. P. 7. a. 001 Pharmacological treatment versus neurofeedback in typical symptomatology of attention deficit hyperactivity disorder. European Neuropsychopharmacology 2013; 23: S584.

Chao A, Grilo CM, White MA, Sinha R. Food cravings, food intake, and weight status in a community-based sample. Eating behaviors 2014; 15(3): 478-482.

Downar J, Blumberger DM, Daskalakis ZJ. The neural crossroads of psychiatric illness: an emerging target for brain stimulation. Trends in cognitive sciences 2016; 20(2): 107-120.

Enriquez-Geppert S, Huster RJ, Herrmann CS. ‘EEG-Neurofeedback as a Tool to Modulate Cognition and Behavior: A Review Tutorial’. Frontiers in Human Neuroscience 2017; 11: 1–19.

Fattahi S, Naderi F, Asgari P, Ahadi H. Neuro-Feedback Training For Overweight Women: Improvement of Food Craving And Mental Health. NeuroQuantology 2017; 27;15(2): 232–238.

Feil J, Zangen A. Brain stimulation in the study and treatment of addiction. Neuroscience & Biobehavioral Reviews 2010; 34(4): 559-574.

Forcano L, Mata F, de la Torre R, Verdejo-Garcia A. ‘Cognitive and neuromodulation strategies for unhealthy eating and obesity: Systematic review and discussion of neurocognitive mechanisms’. Neuroscience and Biobehavioral Reviews 2018; 87: 161–191.

Fregni F, Orsati F, Pedrosa W, Fecteau S, Tome FA, Nitsche MA, Mecca T, Macedo EC, Pascual-Leone A, Boggio PS. Transcranial direct current stimulation of the prefrontal cortex modulates the desire for specific foods. Appetite 2008; 51(1): 34-41.

Führer D, Zysset S, Stumvoll M. Brain activity in hunger and satiety: an exploratory visually stimulated FMRI study. Obesity 2008; 16(5): 945-950.

Georgii C, Goldhofer P, Meule A, Richard A, Blechert J. Food craving, food choice and consumption: The role of impulsivity and sham-controlled tDCS stimulation of the right dlPFC. Physiology & behavior 2017; 177: 20-26.

Gluck ME, Alonso‐Alonso M, Piaggi P, Weise CM, Jumpertz‐von Schwartzenberg R, Reinhardt M, Wassermann EM, Venti CA, Votruba SB, Krakoff J. Neuromodulation targeted to the prefrontal cortex induces changes in energy intake and weight loss in obesity. Obesity 2015; 23(11): 2149-2156.

Grundeis F, Brand C, Kumar S, Rullmann M, Mehnert J, Pleger B. Non-invasive prefrontal/frontal brain stimulation is not effective in modulating food reappraisal abilities or calorie consumption in obese females. Frontiers in neuroscience 2017; 11: 1-13.

Hall PA, Lowe CJ, Safati AB, Li H, Klassen EB, Burhan AM. Effects of left dlPFC modulation on social cognitive processes following food sampling. Appetite 2018; 126: 73-79.

Harat M, Rudaś M, Zieliński P, Birska J, Sokal P. Nucleus accumbens stimulation in pathological obesity. Neurologia i neurochirurgia polska 2016; 50(3): 207-210.

Heinitz S, Reinhardt M, Piaggi P, Weise CM, Diaz E, Stinson EJ, Venti C, Votruba SB, Wassermann EM, Alonso-Alonso M, Krakoff J. Neuromodulation directed at the prefrontal cortex of subjects with obesity reduces snack food intake and hunger in a randomized trial. The American journal of clinical nutrition 2017; 106(6): 1347-1357.

Higuera-Hernández MF, Reyes-Cuapio E, Gutiérrez-Mendoza M, Rocha NB, Veras AB, Budde H, Jesse J, Zaldívar-Rae J, Blanco-Centurión C, Machado S, Murillo-Rodríguez E. Fighting obesity: non-pharmacological interventions. Clinical nutrition ESPEN 2018; 25: 50-55.

Huang T, Marsh T, Moodie M. ‘Changing the future of obesity: science, policy, and ... [Lancet. 2011] - PubMed - NCBI’ 2012; 378(9793): 838–847.

Hussein AF, Arunkumar N, Gomes C, Alzubaidi AK, Habash QA, Santamaria-Granados L, Mendoza-Moreno JF, Ramirez-Gonzalez G. Focal and non-focal epilepsy localization: A review. IEEE Access 2018; 6: 49306-49324.

Ihssen N, Sokunbi MO, Lawrence AD, Lawrence NS, Linden DE. Neurofeedback of visual food cue reactivity: a potential avenue to alter incentive sensitization and craving. Brain imaging and behavior 2017; 11(3): 915-924.

Imperatori C, Valenti EM, Della Marca G, Amoroso N, Massullo C, Carbone GA, Maestoso G, Quintiliani MI, Contardi A, Farina B. Coping food craving with neurofeedback. Evaluation of the usefulness of alpha/theta training in a non-clinical sample. International Journal of Psychophysiology 2017; 112: 89-97.

Institute for Public Health National Health and Morbidity Survey 2015 (NHMS 2015). Vol. II: Non-Communicable Diseases, Risk Factors & Other Health Problems. Ministry of health 2015.

Jauch-Chara K, Kistenmacher A, Herzog N, Schwarz M, Schweiger U, Oltmanns KM. Repetitive electric brain stimulation reduces food intake in humans–. The American journal of clinical nutrition 2014; 100(4): 1003-1009.

Karas PJ, Mikell CB, Christian E, Liker MA, Sheth SA. Deep brain stimulation: a mechanistic and clinical update. Neurosurgical Focus 2013; 35(5): E1.

Kim SH, Chung JH, Kim TH, Lim SH, Kim Y, Lee YA, Song SW. The effects of repetitive transcranial magnetic stimulation on eating behaviors and body weight in obesity: A randomized controlled study. Brain stimulation 2018; 11(3): 528-535.

Kolb B and Gibb R. Searching for the principles of brain plasticity and behavior. Cortex 2014; 58: 251-260.

Krishna V, King NK, Sammartino F, Strauss I, Andrade DM, Wennberg RA, Lozano AM. Anterior nucleus deep brain stimulation for refractory epilepsy: insights into patterns of seizure control and efficacious target. Neurosurgery 2016; 78(6): 802-811.

Lackner N, Unterrainer HF, Skliris D, Shaheen S, Dunitz-Scheer M, Wood G, Scheer PJ, Wallner-Liebmann SJ, Neuper C. EEG neurofeedback effects in the treatment of adolescent anorexia nervosa. Eating disorders 2016; 24(4): 354-374.

Lapenta OM, Di Sierve K, de Macedo EC, Fregni F, Boggio PS. Transcranial direct current stimulation modulates ERP-indexed inhibitory control and reduces food consumption. Appetite 2014; 83: 42-48.

Lau BK, Cota D, Cristino L, Borgland SL. Endocannabinoid modulation of homeostatic and non-homeostatic feeding circuits. Neuropharmacology 2017; 124: 38-51.

Lewis PM, Thomson RH, Rosenfeld JV, Fitzgerald PB. Brain neuromodulation techniques: a review. The neuroscientist 2016; 22(4): 406-421.

Liu X, Wen L, Jia M. The Effectiveness of a Group-based Therapeutic Programme for Obese Women Who Need to Improve Eating Attitude and Enhancin. NeuroQuantology 2017; 15(4).

Liu Y, Hou X, Sourina O. Fractal dimension based neurofeedback training to improve cognitive abilities. InComputer Science and Electronic Engineering Conference (CEEC) 2015; pp: 152-156.

Ljubisavljevic M, Maxood K, Bjekic J, Oommen J, Nagelkerke N. Long-term effects of repeated prefrontal cortex transcranial direct current stimulation (tDCS) on food craving in normal and overweight young adults. Brain stimulation 2016; 9(6): 826-833.

Montesi L, El Ghoch M, Brodosi L, Calugi S, Marchesini G, Dalle Grave R. Long-term weight loss maintenance for obesity: a multidisciplinary approach. Diabetes, metabolic syndrome and obesity: targets and therapy 2016; 9: 37.

McClelland J, Bozhilova N, Campbell I, Schmidt U. A systematic review of the effects of neuromodulation on eating and body weight: evidence from human and animal studies. European Eating Disorders Review 2013; 21(6):436-455.

Mengotti P, Aiello M, Terenzi D, Miniussi C, Rumiati RI. How brain response and eating habits modulate food energy estimation. Physiology and behavior 2018; 188: 18-24.

Montenegro RA, Okano AH, Cunha FA, Gurgel JL, Fontes EB, Farinatti PT. Prefrontal cortex transcranial direct current stimulation associated with aerobic exercise change aspects of appetite sensation in overweight adults. Appetite 2012 58(1): 333-338.

Morton GJ, Cummings DE, Baskin DG, Barsh GS, Schwartz MW. Central nervous system control of food intake and body weight. Nature 2006; 443(7109): 289.

Odekerken VJ, Boel JA, Schmand BA, de Haan RJ, Figee M, van den Munckhof P, Schuurman PR, de Bie RM, NSTAPS Study Group. GPi vs STN deep brain stimulation for Parkinson disease: Three-year follow-up. Neurology 2016; 86(8): 755-761.

Perronnet L, Lécuyer A, Lotte F, Clerc M, Barillot C. Brain training with neurofeedback. Brain–Computer Interfaces 1: Foundations and Methods 2016; pp: 271-292.

Pouladzadeh P, Kuhad P, Peddi SV, Yassine A, Shirmohammadi S. Food calorie measurement using deep learning neural network. InIEEE International Instrumentation and Measurement Technology Conference Proceedings (I2MTC) 2016; pp: 1-6.

Pouladzadeh P, Shirmohammadi S, Yassine A. You are what you eat: So measure what you eat!. IEEE Instrum Meas Mag 2016; 19(1): 9-15.

Richter CP. Total self-regulatory functions in animals and human beings. Harvey Lecture Series 1943; 38(63): 1942-1943.

Schmidt J, Martin A. Neurofeedback reduces overeating episodes in female restrained eaters: a randomized controlled pilot-study. Applied psychophysiology and biofeedback 2015; 40(4): 283-295.

Schmidt J and Martin A. ‘Neurofeedback Reduces Overeating Episodes in Female Restrained Eaters: A Randomized Controlled Pilot-Study’. Applied Psychophysiology Biofeedback 2015; 40(4): 283–295.

Schmidt J and Martin A. ‘Neurofeedback Against Binge Eating: A Randomized Controlled Trial in a Female Subclinical Threshold Sample’. European Eating Disorders Review 2016; 24(5): 406–416.

Shim JS, Oh K, Kim HC. Dietary assessment methods in epidemiologic studies. Epidemiology and health. 2014; 36: e2014009.

Sitaram R, Caria A, Veit R, Gaber T, Rota G, Kuebler A, Birbaumer N. FMRI brain-computer interface: a tool for neuroscientific research and treatment. Computational intelligence and neuroscience 2007; 2007: 1.

Song W. Effects of a Training Program on Lifestyle Modification for Adolescents Identified with Overweight. NeuroQuantology 2017; 15(4): 174–179.

Spetter MS, Malekshahi R, Birbaumer N, Lührs M, van der Veer AH, Scheffler K, Spuckti S, Preissl H, Veit R, Hallschmid M. Volitional regulation of brain responses to food stimuli in overweight and obese subjects: A real-time fMRI feedback study. Appetite 2017; 112: 188-195.

Teufel M, Stephan K, Kowalski A, Käsberger S, Enck P, Zipfel S, Giel KE. Impact of biofeedback on self-efficacy and stress reduction in obesity: a randomized controlled pilot study. Applied psychophysiology and biofeedback 2013; 38(3): 177-184.

Vos MB, Kimmons JE, Gillespie C, Welsh J, Blanck HM. Dietary fructose consumption among US children and adults: the Third National Health and Nutrition Examination Survey. The Medscape Journal of Medicine 2008;10(7): 160.

Wang Y, Sokhadze EM, El-Baz AS, Li X, Sears L, Casanova MF, Tasman A. Relative power of specific EEG bands and their ratios during neurofeedback training in children with autism spectrum disorder. Frontiers in human neuroscience 2016; 9: 723.

World health Organization 2017. Available at: http://www.who.int/entity/mediacentre/factsheets/fs311/en/


Supporting Agencies

Putra Grant from University Putra Malaysia.



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