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      Neuroimaging and neuromodulation approaches to study eating behavior and prevent and treat eating disorders and obesity

      review-article
      a , * , b , c , d , d , e , f , g , h , i
      NeuroImage : Clinical
      Elsevier
      5-HT, serotonin, aCC, anterior cingulate cortex, ADHD, attention deficit hyperactivity disorder, AN, anorexia nervosa, ANT, anterior nucleus of the thalamus, BAT, brown adipose tissue, BED, binge eating disorder, BMI, body mass index, B N, bulimia nervosa, BOLD, blood oxygenation level dependent, BS, bariatric surgery, CBF, cerebral blood flow, CCK, cholecystokinin, Cg25, subgenual cingulate cortex, DA, dopamine, daCC, dorsal anterior cingulate cortex, DAT, dopamine transporter, DBS, deep brain stimulation, DBT, deep brain therapy, dlPFC, dorsolateral prefrontal cortex, DTI, diffusion tensor imaging, dTMS, deep transcranial magnetic stimulation, ED, eating disorders, EEG, electroencephalography, fMRI, functional magnetic resonance imaging, fNIRS, functional near-infrared spectroscopy, GP, globus pallidus, HD-tDCS, high-definition transcranial direct current stimulation, HFD, high-fat diet, HHb, deoxygenated-hemoglobin, LHA, lateral hypothalamus, lPFC, lateral prefrontal cortex, MER, microelectrode recording, MRS, magnetic resonance spectroscopy, Nac, nucleus accumbens, OCD, obsessive–compulsive disorder, OFC, orbitofrontal cortex, O2Hb, oxygenated-hemoglobin, pCC, posterior cingulate cortex, PD, Parkinson's disease, PET, positron emission tomography, PFC, prefrontal cortex, PYY, peptide tyrosine tyrosine, rCBF, regional cerebral blood flow, rtfMRI, real-time functional magnetic resonance imaging, rTMS, repetitive transcranial magnetic stimulation, SPECT, single photon emission computed tomography, STN, subthalamic nucleus, tACS, transcranial alternate current stimulation, tDCS, transcranial direct current stimulation, TMS, transcranial magnetic stimulation, TRD, treatment-resistant depression, tRNS, transcranial random noise stimulation, VBM, voxel-based morphometry, vlPFC, ventrolateral prefrontal cortex, vmH, ventromedial hypothalamus, vmPFC, ventromedial prefrontal cortex, VN, vagus nerve, VNS, vagus nerve stimulation, VS, ventral striatum, VTA, ventral tegmental area, Brain, Neuroimaging, Neuromodulation, Obesity, Eating disorders, Human

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          Abstract

          Functional, molecular and genetic neuroimaging has highlighted the existence of brain anomalies and neural vulnerability factors related to obesity and eating disorders such as binge eating or anorexia nervosa. In particular, decreased basal metabolism in the prefrontal cortex and striatum as well as dopaminergic alterations have been described in obese subjects, in parallel with increased activation of reward brain areas in response to palatable food cues. Elevated reward region responsivity may trigger food craving and predict future weight gain. This opens the way to prevention studies using functional and molecular neuroimaging to perform early diagnostics and to phenotype subjects at risk by exploring different neurobehavioral dimensions of the food choices and motivation processes. In the first part of this review, advantages and limitations of neuroimaging techniques, such as functional magnetic resonance imaging (fMRI), positron emission tomography (PET), single photon emission computed tomography (SPECT), pharmacogenetic fMRI and functional near-infrared spectroscopy (fNIRS) will be discussed in the context of recent work dealing with eating behavior, with a particular focus on obesity. In the second part of the review, non-invasive strategies to modulate food-related brain processes and functions will be presented. At the leading edge of non-invasive brain-based technologies is real-time fMRI (rtfMRI) neurofeedback, which is a powerful tool to better understand the complexity of human brain–behavior relationships. rtfMRI, alone or when combined with other techniques and tools such as EEG and cognitive therapy, could be used to alter neural plasticity and learned behavior to optimize and/or restore healthy cognition and eating behavior. Other promising non-invasive neuromodulation approaches being explored are repetitive transcranial magnetic stimulation (rTMS) and transcranial direct-current stimulation (tDCS). Converging evidence points at the value of these non-invasive neuromodulation strategies to study basic mechanisms underlying eating behavior and to treat its disorders. Both of these approaches will be compared in light of recent work in this field, while addressing technical and practical questions. The third part of this review will be dedicated to invasive neuromodulation strategies, such as vagus nerve stimulation (VNS) and deep brain stimulation (DBS). In combination with neuroimaging approaches, these techniques are promising experimental tools to unravel the intricate relationships between homeostatic and hedonic brain circuits. Their potential as additional therapeutic tools to combat pharmacorefractory morbid obesity or acute eating disorders will be discussed, in terms of technical challenges, applicability and ethics. In a general discussion, we will put the brain at the core of fundamental research, prevention and therapy in the context of obesity and eating disorders. First, we will discuss the possibility to identify new biological markers of brain functions. Second, we will highlight the potential of neuroimaging and neuromodulation in individualized medicine. Third, we will introduce the ethical questions that are concomitant to the emergence of new neuromodulation therapies.

          Highlights

          • We review the neural vulnerability factors related to obesity and eating disorders.

          • We compare the pros and cons of neuroimaging techniques to study eating behavior.

          • We present non-invasive strategies to modulate food-related brain processes.

          • We also present invasive neuromodulation methods such as VNS and DBS.

          • We discuss about neuroimaging and neuromodulation for prevention and therapy.

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          Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: a systematic analysis for the Global Burden of Disease Study 2013.

          In 2010, overweight and obesity were estimated to cause 3·4 million deaths, 3·9% of years of life lost, and 3·8% of disability-adjusted life-years (DALYs) worldwide. The rise in obesity has led to widespread calls for regular monitoring of changes in overweight and obesity prevalence in all populations. Comparable, up-to-date information about levels and trends is essential to quantify population health effects and to prompt decision makers to prioritise action. We estimate the global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013. We systematically identified surveys, reports, and published studies (n=1769) that included data for height and weight, both through physical measurements and self-reports. We used mixed effects linear regression to correct for bias in self-reports. We obtained data for prevalence of obesity and overweight by age, sex, country, and year (n=19,244) with a spatiotemporal Gaussian process regression model to estimate prevalence with 95% uncertainty intervals (UIs). Worldwide, the proportion of adults with a body-mass index (BMI) of 25 kg/m(2) or greater increased between 1980 and 2013 from 28·8% (95% UI 28·4-29·3) to 36·9% (36·3-37·4) in men, and from 29·8% (29·3-30·2) to 38·0% (37·5-38·5) in women. Prevalence has increased substantially in children and adolescents in developed countries; 23·8% (22·9-24·7) of boys and 22·6% (21·7-23·6) of girls were overweight or obese in 2013. The prevalence of overweight and obesity has also increased in children and adolescents in developing countries, from 8·1% (7·7-8·6) to 12·9% (12·3-13·5) in 2013 for boys and from 8·4% (8·1-8·8) to 13·4% (13·0-13·9) in girls. In adults, estimated prevalence of obesity exceeded 50% in men in Tonga and in women in Kuwait, Kiribati, Federated States of Micronesia, Libya, Qatar, Tonga, and Samoa. Since 2006, the increase in adult obesity in developed countries has slowed down. Because of the established health risks and substantial increases in prevalence, obesity has become a major global health challenge. Not only is obesity increasing, but no national success stories have been reported in the past 33 years. Urgent global action and leadership is needed to help countries to more effectively intervene. Bill & Melinda Gates Foundation. Copyright © 2014 Elsevier Ltd. All rights reserved.
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            A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology.

            This year marks the 20th anniversary of functional near-infrared spectroscopy and imaging (fNIRS/fNIRI). As the vast majority of commercial instruments developed until now are based on continuous wave technology, the aim of this publication is to review the current state of instrumentation and methodology of continuous wave fNIRI. For this purpose we provide an overview of the commercially available instruments and address instrumental aspects such as light sources, detectors and sensor arrangements. Methodological aspects, algorithms to calculate the concentrations of oxy- and deoxyhemoglobin and approaches for data analysis are also reviewed. From the single-location measurements of the early years, instrumentation has progressed to imaging initially in two dimensions (topography) and then three (tomography). The methods of analysis have also changed tremendously, from the simple modified Beer-Lambert law to sophisticated image reconstruction and data analysis methods used today. Due to these advances, fNIRI has become a modality that is widely used in neuroscience research and several manufacturers provide commercial instrumentation. It seems likely that fNIRI will become a clinical tool in the foreseeable future, which will enable diagnosis in single subjects. Copyright © 2013 Elsevier Inc. All rights reserved.
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              Physiological basis of transcranial direct current stimulation.

              Since the rediscovery of transcranial direct current stimulation (tDCS) about 10 years ago, interest in tDCS has grown exponentially. A noninvasive stimulation technique that induces robust excitability changes within the stimulated cortex, tDCS is increasingly being used in proof-of-principle and stage IIa clinical trials in a wide range of neurological and psychiatric disorders. Alongside these clinical studies, detailed work has been performed to elucidate the mechanisms underlying the observed effects. In this review, the authors bring together the results from these pharmacological, neurophysiological, and imaging studies to describe their current knowledge of the physiological effects of tDCS. In addition, the theoretical framework for how tDCS affects motor learning is proposed.
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                Author and article information

                Contributors
                Journal
                Neuroimage Clin
                Neuroimage Clin
                NeuroImage : Clinical
                Elsevier
                2213-1582
                24 March 2015
                2015
                24 March 2015
                : 8
                : 1-31
                Affiliations
                [a ]INRA, UR1341 ADNC, France
                [b ]Radboud University, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
                [c ]Department of Epileptology, University Hospital Bonn, Germany
                [d ]Department of Life, Health and Environmental Sciences, University of L'Aquila, Italy
                [e ]Massachusetts General Hospital, Harvard Medical School, USA
                [f ]Beth Israel Deaconess Medical Center, Harvard Medical School, USA
                [g ]Old Dominion University, USA
                [h ]INRA, US1395 Ani-Scans, France
                [i ]Oregon Research Institute, USA
                Author notes
                [* ]Corresponding author at: INRA UR1341 ADNC F-35650, France. david.val-laillet@ 123456rennes.inra.fr
                Article
                S2213-1582(15)00058-3
                10.1016/j.nicl.2015.03.016
                4473270
                26110109
                24748d55-f73c-4580-b41e-3644bdd5d2e1
                © 2015 The Authors. Published by Elsevier Inc.

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 1 December 2014
                : 18 March 2015
                : 19 March 2015
                Categories
                Review

                5-ht, serotonin,acc, anterior cingulate cortex,adhd, attention deficit hyperactivity disorder,an, anorexia nervosa,ant, anterior nucleus of the thalamus,bat, brown adipose tissue,bed, binge eating disorder,bmi, body mass index,b n, bulimia nervosa,bold, blood oxygenation level dependent,bs, bariatric surgery,cbf, cerebral blood flow,cck, cholecystokinin,cg25, subgenual cingulate cortex,da, dopamine,dacc, dorsal anterior cingulate cortex,dat, dopamine transporter,dbs, deep brain stimulation,dbt, deep brain therapy,dlpfc, dorsolateral prefrontal cortex,dti, diffusion tensor imaging,dtms, deep transcranial magnetic stimulation,ed, eating disorders,eeg, electroencephalography,fmri, functional magnetic resonance imaging,fnirs, functional near-infrared spectroscopy,gp, globus pallidus,hd-tdcs, high-definition transcranial direct current stimulation,hfd, high-fat diet,hhb, deoxygenated-hemoglobin,lha, lateral hypothalamus,lpfc, lateral prefrontal cortex,mer, microelectrode recording,mrs, magnetic resonance spectroscopy,nac, nucleus accumbens,ocd, obsessive–compulsive disorder,ofc, orbitofrontal cortex,o2hb, oxygenated-hemoglobin,pcc, posterior cingulate cortex,pd, parkinson's disease,pet, positron emission tomography,pfc, prefrontal cortex,pyy, peptide tyrosine tyrosine,rcbf, regional cerebral blood flow,rtfmri, real-time functional magnetic resonance imaging,rtms, repetitive transcranial magnetic stimulation,spect, single photon emission computed tomography,stn, subthalamic nucleus,tacs, transcranial alternate current stimulation,tdcs, transcranial direct current stimulation,tms, transcranial magnetic stimulation,trd, treatment-resistant depression,trns, transcranial random noise stimulation,vbm, voxel-based morphometry,vlpfc, ventrolateral prefrontal cortex,vmh, ventromedial hypothalamus,vmpfc, ventromedial prefrontal cortex,vn, vagus nerve,vns, vagus nerve stimulation,vs, ventral striatum,vta, ventral tegmental area,brain,neuroimaging,neuromodulation,obesity,eating disorders,human
                5-ht, serotonin, acc, anterior cingulate cortex, adhd, attention deficit hyperactivity disorder, an, anorexia nervosa, ant, anterior nucleus of the thalamus, bat, brown adipose tissue, bed, binge eating disorder, bmi, body mass index, b n, bulimia nervosa, bold, blood oxygenation level dependent, bs, bariatric surgery, cbf, cerebral blood flow, cck, cholecystokinin, cg25, subgenual cingulate cortex, da, dopamine, dacc, dorsal anterior cingulate cortex, dat, dopamine transporter, dbs, deep brain stimulation, dbt, deep brain therapy, dlpfc, dorsolateral prefrontal cortex, dti, diffusion tensor imaging, dtms, deep transcranial magnetic stimulation, ed, eating disorders, eeg, electroencephalography, fmri, functional magnetic resonance imaging, fnirs, functional near-infrared spectroscopy, gp, globus pallidus, hd-tdcs, high-definition transcranial direct current stimulation, hfd, high-fat diet, hhb, deoxygenated-hemoglobin, lha, lateral hypothalamus, lpfc, lateral prefrontal cortex, mer, microelectrode recording, mrs, magnetic resonance spectroscopy, nac, nucleus accumbens, ocd, obsessive–compulsive disorder, ofc, orbitofrontal cortex, o2hb, oxygenated-hemoglobin, pcc, posterior cingulate cortex, pd, parkinson's disease, pet, positron emission tomography, pfc, prefrontal cortex, pyy, peptide tyrosine tyrosine, rcbf, regional cerebral blood flow, rtfmri, real-time functional magnetic resonance imaging, rtms, repetitive transcranial magnetic stimulation, spect, single photon emission computed tomography, stn, subthalamic nucleus, tacs, transcranial alternate current stimulation, tdcs, transcranial direct current stimulation, tms, transcranial magnetic stimulation, trd, treatment-resistant depression, trns, transcranial random noise stimulation, vbm, voxel-based morphometry, vlpfc, ventrolateral prefrontal cortex, vmh, ventromedial hypothalamus, vmpfc, ventromedial prefrontal cortex, vn, vagus nerve, vns, vagus nerve stimulation, vs, ventral striatum, vta, ventral tegmental area, brain, neuroimaging, neuromodulation, obesity, eating disorders, human

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