Distinct Topological Properties of the Reward Anticipation Network in Preadolescent Children With Binge Eating Disorder Symptoms.

OBJECTIVE: Few studies have considered the neural underpinnings of binge eating disorder (BED) in children, despite clinical and subclinical symptom presentation occurring in this age group. Symptom presentation at this age is of clinical relevance, as early onset of binge eating is linked to negative health outcomes. Studies in adults have highlighted dysfunction in the frontostriatal reward system as a potential candidate for binge eating pathophysiology, although the exact nature of such dysfunction is currently unclear. METHOD: Data from 83 children (mean age 9.9 years, SD = 0.60) with symptoms of BED (57% girls) and 123 control participants (mean age 10.0 years, SD = 0.60) (52% girls) were acquired from the 4.0 baseline release of the Adolescent Brain Cognitive Development Study. Task-based graph theoretic techniques were used to analyze data from anticipation trials of the monetary incentive delay task. Network and nodal properties were compared between groups. RESULTS: The BED-S group showed alterations in topological properties associated with the frontostriatal subnetwork, such as reduced nodal efficiency in the superior frontal gyrus, nucleus accumbens, putamen, and in normal sex-difference patterns of these properties, such as diminished girls-greater-than-boys pattern of betweenness-centrality in nucleus accumbens observed in controls. CONCLUSION: Distinct network properties and sex-difference patterns in preadolescent children with BED-S suggest dysregulation in the reward system compared to those of matched controls. For the first time, these results quantify this dysregulation in terms of systems-level properties during anticipation of monetary reward and significantly inform the early and sex-related brain markers of BED symptoms.

Adapting dose-response methodology to improve clinical trial design for psychotherapies.

OBJECTIVE: Conventional randomized controlled trials (RCTs) have long served as the foundation of research in clinical psychology; however, most treatments for eating disorders show only modest effects on reduction of symptoms and maintenance of long-term remission. New options for psychotherapy treatment development research, beyond continuing to pursue additive or subpopulation approaches, are needed. METHODS: One option is to apply dose-response designs, which are commonplace in studies of pharmacology, toxicology, and medical research, and characterized by the evaluation of the amount of exposure (dose) to an intervention, and the resulting changes in body function or health (response). RESULTS: Eating disorder interventions are particularly well-suited for dose-response treatment designs. The deadly nature of eating disorders makes it imperative that patients are not turned away for not being "ready" to engage with treatment. By identifying optimal doses, research will likely yield a more parsimonious course of treatment, which will lend itself to reduced costs, greater uptake, and reduced drop-out. DISCUSSION: Limited use of within-subject designs in trials for patients with eating disorders has produced fast-track efficacy studies and omitted key elements in the treatment development pathway. To decrease reliance on RCT's, dose-response methods should be applied as an alternative study design. PUBLIC SIGNIFICANCE: Eating disorders are associated with medical and psychiatric comorbidities, poor quality of life, and high mortality. Access to evidence-based services for patients with eating disorders is limited, and identifying additional effective treatment options can be difficult because of challenges inherent to randomized-controlled trials. This manuscript describes an alternative trial methodology to maximize the information that can be gathered prior to utilizing a standard large-scale efficacy design.

Genome-wide analysis of a model-derived binge eating disorder phenotype identifies risk loci and implicates iron metabolism.

Binge eating disorder (BED) is the most common eating disorder, yet its genetic architecture remains largely unknown. Studying BED is challenging because it is often comorbid with obesity, a common and highly polygenic trait, and it is underdiagnosed in biobank data sets. To address this limitation, we apply a supervised machine-learning approach (using 822 cases of individuals diagnosed with BED) to estimate the probability of each individual having BED based on electronic medical records from the Million Veteran Program. We perform a genome-wide association study of individuals of African (n = 77,574) and European (n = 285,138) ancestry while controlling for body mass index to identify three independent loci near the HFE, MCHR2 and LRP11 genes and suggest APOE as a risk gene for BED. We identify shared heritability between BED and several neuropsychiatric traits, and implicate iron metabolism in the pathophysiology of BED. Overall, our findings provide insights into the genetics underlying BED and suggest directions for future translational research.

Development and initial pilot validation of a treatment fidelity instrument for family-based interoceptive exposure for adolescents with low-weight eating disorders.

BACKGROUND: This pilot study outlines the development and psychometric evaluation of a therapist adherence coding measure for a novel treatment, Family-Based Treatment Interoceptive Exposure (FBT-IE). METHODS: The IE Adherence Coding Framework (IE-ACF) was developed from the FBT-IE Manual using an iterative process. Items on the IE-ACF were coded by two independent coders as either present or absent with therapists considered adherent if both independent coders coded the item as "present." Videotaped sessions of FBT-IE of 30 adolescents with low-weight eating disorders (DSM-5 typical/atypical anorexia nervosa) and their families were coded. Participants received the FBT-IE intervention as part of a randomized controlled trial. RESULTS: Seventy FBT-IE videos were coded. The IE-ACF identified a mean (SD) rating of 80% (±5%) therapist adherence to the protocol across the six-session treatment, with a per item adherence ranging from 36-100%. Two independent coders demonstrated moderate to almost perfect inter-rater reliability (κ range 0.78-0.96) across the sessions. CONCLUSION: IE-ACF measured therapist adherence to our novel FBT-IE treatment for adolescents with low-weight eating disorders. Through this study, we demonstrated that 1) our therapists were adherent to the FBT-IE manual in the context of an ongoing clinical trial and 2) that independent coders reliably coded sessions using our novel IE-ACF.

An exploratory structural equation modelling (ESEM) of the Eating Disorders Examination Questionnaire (EDE-Q) in bariatric patients.

Several studies in clinical and non-clinical populations indicate differences between rationally and empirically derived subscales for the Eating Disorder Examination Questionnaire (EDE-Q), including samples of patients seeking bariatric surgery. This study aimed to use exploratory structural equation modelling (ESEM) to estimate the factor structure of the EDE-Q and assess for the additive value of alternative measurement of eating disorder symptoms. Adolescents and adults completed the EDE-Q and a psychiatric evaluation prior to bariatric surgery. Data from 330 participants were analysed using the original four-factor and modified three-factor structure of the EDE-Q using both confirmatory factor analysis (CFA) and exploratory structural equation modelling (ESEM). Age, ethnicity, and body mass index were examined as covariates in the best fitting model, and model subscales used to generate a predictive model of clinician screened DSM-5 eating disorder diagnoses for criterion validity. A CFA of the four-factor EDE-Q provided poor model fit for a pre-surgical bariatric population, but the three-factor EDE-Q and an ESEM of the four-factor EDE-Q provided excellent model fit. The Eating Concern subscale of the four-factor ESEM model significantly predicted eating disorder diagnosis and was positively correlated with age. Our results suggest the ESEM derived factors of the EDE-Q offered some improvements to the original empirically derived factor structure, as subscale scores based on the original items and cross-loading items yielded an adequate prediction of clinician diagnoses.

An Initial Test of the Efficacy of a Digital Health Intervention for Bariatric Surgery Candidates.

BACKGROUND: Rigorous research on smartphone apps for individuals pursuing bariatric surgery is limited. A digital health intervention was recently developed using standard behavioral weight loss programs with specific modifications for bariatric surgery. The current study evaluated this intervention for improving diet, exercise, and psychosocial health over 8 weeks prior to surgery in an academic medical center. METHODS: Fifty patients were randomized to receive either the digital intervention or treatment as usual prior to a surgical procedure. Measures of anxiety, depression, stress, quality of life, physical activity, and diet were administered at baseline and at 8-week follow-up. Statistical power of 80% estimated for N = 50 to detect ES = 0.68 with alpha = 0.05. RESULTS: Results of intent-to-treat (N = 50 baseline, N = 36 follow-up) analyses indicated significant moderate differences in stress and anxiety (ES = - 0.58 to - 0.62) favoring the digital intervention. Effects of the program on total daily calories consumed, body mass index, quality of life, and eating disorder symptoms were small (ES = - 0.24 to 0.33) and not significant. Given small effects for these domains, the sample size of the study likely affected the ability to detect significant differences. CONCLUSIONS: The digital health intervention appears to significantly impact several measures of physical activity and emotional functioning in candidates for bariatric surgery, which could augment surgical outcomes.

A 2.5-Year Weight Management Program Using Noom Health: Protocol for a Randomized Controlled Trial.

BACKGROUND: Overweight and obesity are serious public health concerns. As the prevalence of excess weight among individuals continues to increase, there is a parallel need for inexpensive, highly accessible, and evidence-based weight loss programs. OBJECTIVE: This weight loss trial will aim to examine the efficacy of the Noom weight loss program in comparison to a digital control after a 6-month intervention phase and a 24-month maintenance phase, with assessments continuing for 2 years beyond the intervention (to 30 months-after the baseline). The secondary outcomes include quality of life, psychosocial functioning, sleep quality, physical activity, diet, and health status. This trial will also examine the severity of obesity-related functional impairment, weight loss history, and demographic moderators, along with adherence and self-efficacy as mediators of the outcome. METHODS: A total of 600 participants were randomized in a parallel-group, controlled trial to either Noom Healthy Weight Program (intervention) or Noom Healthy Weight Control (control) for a 6-month intervention. Both intervention and control groups include diet and exercise recommendations, educational content, daily logging capabilities, and daily weigh-in entries. The Noom Healthy Weight Program also includes a coach support for weight loss. Remote follow-up assessments of eating, physical activity, psychosocial factors, app use data, and weight will be conducted at 1, 4, 6, 12, 18, 24, and 30 months after baseline. Weight is measured at each follow-up point during a Zoom call using the participants' scales. RESULTS: Enrollment began in March 2021 and the 6-month intervention phase ended in March 2022. Data collection for the final assessment will be completed in March 2024. CONCLUSIONS: This study tests commercially available digital lifestyle interventions for individuals with overweight and obesity seeking weight loss support. Data obtained from the study will evaluate whether the Noom Healthy Weight Control Program can help individuals overcome weight loss, achieve long-term maintenance, adhere to lifestyle changes, and feature use barriers that are present in other traditional weight loss treatments. TRIAL REGISTRATION: ClinicalTrials.gov NCT04797169; https://clinicaltrials.gov/ct2/show/NCT04797169. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/37541.

Treatment fidelity in eating disorders and psychological research: Current status and future directions.

OBJECTIVE: The evaluation and use of treatment fidelity procedures are rare in the development and implementation of psychological interventions. This article aims to review the construct of treatment fidelity, highlight limitations to currently available measures, and introduce a conceptual framework for studying and adapting fidelity measures in clinical research and practice using eating disorders as an example. METHOD: As treatment fidelity assesses whether an intervention was delivered as intended, we operationalized this construct as: (a) treatment adherence, (b) therapist competence, and (c) treatment differentiation. RESULTS: There is a significant gap in the literature assessing and documenting treatment fidelity. Available studies indicate that existing adherence measures can be time consuming, costly, and are not widely used in the field. Furthermore, therapist competence is a complex and context-dependent construct that is challenging to measure. Finally, treatment differentiation is often inferred by ensuring adherence. DISCUSSION: The development of simplified formal tests of treatment fidelity would help draw conclusions about treatment efficacy and improve the dissemination and implementation of interventions to promote optimal clinical outcomes.

Lessons learned developing and testing family-based interoceptive exposure for adolescents with low-weight eating disorders.

BACKGROUND: Anorexia nervosa (AN) usually develops in early adolescence and is characterized by high rates of morbidity and mortality. Family-based therapy (FBT) is the leading evidence-based treatment for adolescents with AN, but not all patients experience sufficient improvement. The purpose of this manuscript is to describe the development and subsequent experience with a Family-Based Interoceptive Exposure (FBT-IE) for adolescents with a broader form of low-weight eating disorders. METHODS: The novel IE-based behavioral intervention is a six-session family-based treatment module designed to directly target and modify disgust by altering the prefrontal regulation of the insula response to aversive stimuli by decreasing visceral sensitivity (e.g., bloating). Each session teaches a new skill regarding tolerating distress to visceral sensations associated with disgust and an in-vivo "IE exercise," in which the family is provided with a meal replacement shake of unknown content and caloric density. RESULTS: In this novel treatment, the patient learns to tolerate disgust in the context of a challenging food stimulus as a way to increase consumption of restricted foods outside of session. CONCLUSION: We discuss successes and challenges executing this treatment with patients with low-weight eating disorders and propose future directions for the intervention.

Disordered eating following bariatric surgery: a review of measurement and conceptual considerations.

Eating disorders are associated with significant medical morbidity and mortality and serious psychological impairment. Individuals seeking bariatric surgery represent a high-risk group for evidencing disordered eating and eating disorders, with some patients experiencing the persistence or onset of disordered eating postsurgery. This review synthesizes the available literature on problematic or disordered eating in the bariatric field, followed by a review of measurement and conceptual considerations related to the use of eating disorder assessment tools within the bariatric population.

Patient descriptions of loss of control and eating episode size interact to influence expert diagnosis of ICD-11 binge-eating disorder.

BACKGROUND: Although data suggest that the sense of "loss of control" (LOC) is the most salient aspect of binge eating, the definition of LOC varies widely across eating disorder assessments. The WHO ICD-11 diagnostic guidelines for binge eating do not require an objectively large amount of food, which makes accurate LOC diagnosis even more critical. However, it can be especially challenging to assess LOC in the context of elevated weight status and in the absence of compensatory behaviors. This ICD-11 field sub-study examined how descriptions of subjective experience during distressing eating episodes, in combination with different eating episode sizes, influence diagnoses of binge-eating disorder (BED). METHOD: Mental health professionals with eating disorder expertise from WHO's Global Clinical Practice Network (N = 192) participated in English, Japanese, and Spanish. Participants were asked to select the correct diagnosis for two randomly assigned case vignettes and to rate the clinical importance and ease of use of each BED diagnostic guideline. RESULTS: The presence of LOC interacted with episode size to predict whether a correct diagnostic conclusion was reached. If the amount consumed during a typical distressing eating episode was only subjectively large compared to objectively large, clinicians were 23.1 times more likely to miss BED than to correctly diagnose it, and they were 9.7 times more likely to incorrectly diagnose something else than to correctly diagnose BED. In addition, clinicians were 10.8 times more likely to make a false positive diagnosis of BED when no LOC was described if the episode was objectively large. Descriptions of LOC that were reliably associated with correct diagnoses across episodes sizes included two that are similar to those already included in proposed ICD-11 guidelines and a third that is not. This third description of LOC focuses on giving up attempts to control eating because perceived overeating feels inevitable. CONCLUSIONS: Results highlight the importance of detailed clarification of the LOC construct in future guidelines. Explicitly distinguishing LOC from distressing and mindless overeating could help promote consistent and accurate diagnosis of BED versus another or no eating disorder.

Mental health, loss of control eating, and cognitive functioning in adolescents undergoing bariatric surgery.

Bariatric surgery is an effective treatment for severe obesity in adolescence. Nevertheless, much remains to be understood regarding the impact of surgery on mental health, eating behaviors, and cognition. We review the findings related to mental health both before and after surgery as well as long-term changes in psychopathology, including suicide risk. Overall, adolescents with and without a history of psychopathology lose weight at similar rates. At the same time, there is an increased risk for suicide that requires further study. Regarding alcohol and substance use, this population reports lower rates of consumption than age related non-obese cohorts. Nevertheless the impact of altered anatomy and metabolism on alcohol ingestion in a population at risk for substance use is concerning. Eating behaviors, specifically loss of control eating, are discussed. Finally, we include discussion of the cognitive changes occurring perioperatively and considerations for adolescents with cognitive impairments. Clinical recommendations and suggestions for future research are discussed.

Randomized Controlled Trial Comparing Health Coach-Delivered Smartphone-Guided Self-Help With Standard Care for Adults With Binge Eating.

OBJECTIVE: Cognitive-behavioral therapy (CBT) has shown efficacy in the treatment of eating disorders. The authors conducted a randomized controlled telemedicine trial of CBT-guided self-help (CBT-GSH) assisted with a smartphone app, Noom Monitor, for binge eating with or without purging. They hypothesized that coach-delivered CBT-GSH telemedicine sessions plus Noom Monitor would yield greater reductions in symptoms of binge eating, purging, and eating disorders compared with standard care. METHODS: Fifty-two-week outcomes for CBT-GSH plus Noom Monitor (N=114) were compared with outcomes for standard care (N=111) among members of an integrated health care system in the Pacific Northwest. Patients in the health system who met inclusion criteria were ≥18 years old, had a body mass index ≥18.5, met criteria for DSM-5 binge eating disorder or bulimia nervosa, had 12 months of continuous health care enrollment in Kaiser Permanente Northwest, and had a personal smartphone. Participants received eight CBT-GSH telemedicine sessions over 12 weeks administered by health coaches, and outcomes were assessed at baseline and at weeks 4, 8, 12, 26, and 52. The use of available treatment offered within the Kaiser Permanente health care system was permitted for participants assigned to standard care. RESULTS: Participants who received CBT-GSH plus Noom Monitor reported significant reductions in objective binge-eating days (ß=-0.66, 95% CI=-1.06, -0.25; Cohen's d=-1.46, 95% CI=-4.63, -1.09) and achieved higher rates of remission (56.7% compared with 30%; number needed to treat=3.74) at 52 weeks compared with participants in standard care, none of whom received any eating disorder treatment during the intervention period (baseline and weeks 1-12). Similar patterns emerged for compensatory behaviors (vomiting, use of laxatives, and excessive exercise; 76.3% compared with 56.8%; number needed to treat=5.11), eating disorder symptoms (body shape, weight, eating concerns, and dietary restraint), and clinical impairment (Cohen's d=-10.07, -2.15). CONCLUSIONS: These results suggest that CBT-GSH plus Noom Monitor delivered via telemedicine by routine-practice health coaches in a nonacademic health care system yields reductions in symptoms and impairment over 52 weeks compared with standard care.

Adolescent Gastric Banding: a 5-Year Longitudinal Study.

BACKGROUND: Laparoscopic adjustable gastric banding (LAGB) is used to treat obesity in adults. Less is known about long-term results of the procedure in adolescents. OBJECTIVES: To evaluate LAGB 5-year outcomes in teenagers with severe obesity. SETTING: Children's hospital, USA. METHODS: Adolescents (14-18 years) underwent LAGB in an FDA-approved observational clinical trial. Outcomes including anthropometric measurements, comorbid conditions, complications, and band retention were collected through 60 months. RESULTS: One hundred thirty-seven subjects underwent LAGB (94 female, 43 male; 43% white, 37% Hispanic, 17% black; 4% other). Mean age and body mass index (BMI) pre-operatively were 17.0 + 1.2 years and 48.3 + 8.2 kg/m2, respectively. Comorbidities were present in 71%. Maximum weight loss occurred by 36 months (mean % excess weight loss (EWL) 40.6 + 35.2, mean % excess BMI loss (EBMIL) 41.6 + 34.9) and was maintained through 5 years for most subjects. There were no significant differences in weight loss by gender. Twenty-three (18%) of 127 adolescents reporting at 60 months achieved 50% excess weight loss. Postoperative heartburn and emesis occurred in 70% and 32%, respectively. Complications requiring additional surgery occurred 80 times in 63 patients. Thirty-three (26%) of 127 subjects contacted at 5 years had undergone band removal. CONCLUSION: In this study, fewer than 20% of adolescents with severe obesity lost > 50% of their excess weight following LAGB. Nearly 50% of patients required additional surgery. With reports of success following sleeve gastrectomy and gastric bypass, we believe that LAGB is not a preferred choice to treat adolescents with obesity.

Applying the disgust conditioning model of food avoidance: A case study of acceptance-based interoceptive exposure.

OBJECTIVE: The current case report details the treatment of a 16-year-old adolescent with anorexia nervosa utilizing a novel adjunct, acceptance-based interoceptive exposure, prior to family-based treatment (FBT) for eating disorders. METHOD: The exposure-based module focused particularly on the tolerance of disgust. For six sessions, the clinician taught the client skills that could be used to tolerate distress to visceral sensations associated with disgust. These skills were to be used during in- and between-session exposures. Each session included exposure to physical sensations that occurred while drinking a milkshake. RESULTS: Across six sessions, the client reported improvement in symptoms in addition to gaining weight. Additionally, she consumed more calories of a test meal following the intervention. Within broader FBT, the client reached an established weight goal, was able to return to physical activity, and reported an increased ability to manage distress. DISCUSSION: Given the client's improvement on the Eating Disorders Examination-Questionnaire (EDE-Q) within six sessions, we believe IE may be a useful adjunct to FBT. Interoceptive exposure may augment the efficacy of FBT for anorexia nervosa as it provides clients with skills to utilize during the refeeding phase of treatment.

Relationship between three factor eating questionnaire-restraint subscale and food intake.

OBJECTIVE: Dietary restraint refers to an individual's intention to restrict food intake, measured via self-report questionnaires, whereas dietary restriction refers to actual reduction in caloric intake. The aim of this research was to investigate the association between dietary restraint scales and actual caloric restriction. METHOD: Data were collected from six previously published or two ongoing eating behavior studies in which participants (n = 183) completed the Three Factor Eating Questionnaire (TFEQ) and Eating Disorders Examination Questionnaire (EDE-Q) and participated in a laboratory-based research lunch meal. Participants were individuals with anorexia nervosa (AN), bulimia nervosa (BN), and healthy controls (HC). The primary analysis was the association between TFEQ Restraint subscale and caloric intake in the meal. RESULTS: There was a significant negative correlation between total caloric intake and TFEQ Restraint scores (r = -.60, p < .001) and EDE-Q Restraint scores (r = -.54, p < .001). For TFEQ Restraint score, this relationship was significant within each diagnostic group (HC: r = -.32, p = .007; AN: r = -.38, p < .001; BN: r = -.43, p = .02). DISCUSSION: These results suggest that the TFEQ Restraint scale is a useful measure of dietary restriction, especially among individuals with eating disorders.

Evidence of prefrontal hyperactivation to food-cue reversal learning in adolescents with anorexia nervosa.

Food avoidance in anorexia nervosa (AN) has been hypothesized to occur as a result of deficits in reversal learning and altered neuronal processing of food-cue relationships. Extant findings suggest that those with AN may rely on heightened recruitment of prefrontal regions during initial formation of food-cue learning and difficulty extinguishing these relationships may result from elevated insula activity. We tested this hypothesis by comparing behavioral and neuronal responses to food-cue acquisition and reversal between adolescents with AN and healthy controls. Compared to controls, acquisition of a food-cue association and its reversal were associated with elevated prefrontal activation in adolescents with AN. There were no significant differences between groups in insula activation and no behavioral differences in the ability to acquire or reverse the food-cue association. The results suggest that adolescents with AN recruit prefrontal regulatory networks to acquire and alter expectancies to food. This pattern of top-down prefrontal control suggests that clinical interventions that target changes in food-cue relationships and rely on cognitive control may be less effective. Interventions that alter behavior without reliance on this top-down control may have advantages with this population.

Rigor and reproducibility via laboratory studies of eating behavior: A focused update and conceptual review.

OBJECTIVE: The eating behavior of individuals with eating disorders has been examined in laboratory settings over the last 30 years. In this focused review, we build on prior research and highlight several feeding laboratory paradigms that have successfully demonstrated quantifiable and observable behavioral disturbances, and thereby add rigor and reproducibility to the examination of disturbances of eating behavior. This review describes the measures commonly obtained via these laboratory techniques. Supporting Information Appendices with detailed information about implementation are provided to allow for the reproducible execution of these techniques across labs. METHODS/RESULTS: Literature documenting the existence of objective abnormalities in eating behavior among individuals with eating disorders or in comparison to healthy controls (n > 40) is briefly summarized. These protocols, conducted across at least 17 independent labs, are sensitive and reproducible, can be used to assess subjective and physiological parameters associated with eating, and elucidate the impact of treatment. Laboratory studies from patients with eating disorders compared with healthy controls reproducibly demonstrate both that patients with Anorexia Nervosa ingest fewer calories and that individuals with Bulimia Nervosa and Binge-Eating Disorder ingest more calories when asked to binge-eat. DISCUSSION: Feeding laboratory studies have the potential for quantifying the characteristic behavioral psychopathology of patients with eating disorders, and may provide a useful tool to explore the potential utility of new treatments for individuals with Anorexia Nervosa, Bulimia Nervosa, and Binge-Eating Disorder.

Development of a methodology to combine fMRI and EMG to measure emotional responses in patients with anorexia nervosa.

OBJECTIVE: Individuals with eating disorders are theorized to have basic impairments in affective appraisal and social-emotional processing that contribute to pathogenesis of the disease. We aimed to determine if facial electromyography could be used to discriminate between happy and disgust emotions during simultaneous acquisition of an fMRI BOLD sequence in efforts to establish a novel tool for investigating emotion-driven hypotheses about eating pathology. In line with standards for rigor and reproducibility, we provide detailed protocols and code to support each step of this project. METHOD: Sixteen adolescents with low-weight eating disorders viewed emotional faces (Happy or Disgust) and were asked to mimic their facial expression during simultaneous BOLD and EMG (Corrugator supercilli, Lavator lavii, Zygomaticus major) acquisition. Trials were repeated with the scanner off and again with scanner on (i.e., fatigue). RESULTS: The Levator and Zygomaticus activation patterns discriminated disgust and happy faces successfully. The pattern held between scanner on and off conditions, but muscle activation attenuated in the Fatigue condition, especially for the Zygomaticus. DISCUSSION: Simultaneous fMRI-EMG is a new tool capable of discriminating specific emotions based on muscle activation patterns and can be leveraged to answer emotion-driven hypotheses about clinical populations characterized by difficulty labeling or processing emotions.