Kendra R. Becker’s research while affiliated with Harvard Medical School and other places

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Publications (83)


Empirical Approaches to the Classification of Avoidant/Restrictive Food Intake Disorder
  • Article

November 2024

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26 Reads

International Journal of Eating Disorders

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Kendra R Becker

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Jennifer J Thomas

Objective Avoidant/restrictive food intake disorder (ARFID) is a relatively new formal diagnosis for which empirical classification research (defined here as studies using latent class/latent profile analysis‐type methods) is still emerging. Such research focused on ARFID is an important gap to fill given questions about (1) the boundaries between ARFID and phenotypically similar presentations (e.g., eating disorders [EDs] such as anorexia nervosa [AN], and pediatric feeding disorder [PFD]), and (2) within‐ARFID heterogeneity. These questions have practical implications, including diagnostic reliability and treatment selection. Method This forum synthesizes the limited empirical classification literature seeking to quantitatively distinguish ARFID from non‐ARFID EDs or from PFD, and/or characterize within‐ARFID heterogeneity. Results To our knowledge, only five studies in clinical samples have used empirical classification methods to delineate ARFID from non‐ARFID EDs and/or characterize within‐ARFID heterogeneity; no studies have used such methods to delineate ARFID from PFD. Existing studies are mixed in determining how well ARFID can be distinguished from other EDs (particularly AN), but converge in identifying several potential ARFID subclasses (i.e., sensory sensitivity, low appetite, feared eating‐related consequences, and subclass representing a combination of these) with some overlapping features. Discussion The existing ARFID empirical classification literature should guide future ARFID classification research priorities (e.g., incorporating mechanistic variables as classification indicators, incorporating longitudinal variables as classification validators) to inform differences between ARFID and other disorders and between ARFID presentations. Dimensional approaches to conceptualizing, studying, and modeling psychopathology (namely, the Hierarchical Taxonomy of Psychopathology [HiTOP] and the Research Domain Criteria [RDoC]) may offer useful insights.


Difficulties in Emotion Regulation in Avoidant/Restrictive Food Intake Disorder

September 2024

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51 Reads

International Journal of Eating Disorders

Objective Despite substantial research indicating difficulties with emotion regulation across eating disorder presentations, emotion regulation has yet to be studied in adults with avoidant/restrictive food intake disorder (ARFID). We hypothesized that (1) those with ARFID would report greater overall emotion regulation difficulties than nonclinical participants, and (2) those with ARFID would not differ from those with other eating disorders on the level of emotion regulation difficulty. Methods One hundred and thirty‐seven adults (age 18–30) from an outpatient clinic with ARFID ( n = 27), with other primarily restrictive eating disorders (e.g., anorexia nervosa; n = 34), and with binge/purge eating disorders (e.g., bulimia nervosa; n = 51), as well as nonclinical participants ( n = 25) recruited via Amazon Mechanical Turk (MTurk) completed the Difficulties in Emotion Regulation Scale (DERS). We compared DERS scores across groups. Results In line with expectations, patients with ARFID scored significantly higher than nonclinical participants on the DERS Total ( p = 0.01) with a large effect size ( d = 0.87). Also as hypothesized, those with ARFID did not differ from those with other primarily restrictive ( p = 0.99) or binge/purge disorders ( p = 0.29) on DERS Total. Discussion Adults with ARFID appear to exhibit emotion regulation difficulties which are greater than nonclinical participants, and commensurate with other eating disorders. These findings highlight the possibility of emotion regulation difficulties as a maintenance mechanism for ARFID.


Medical Comorbidities, Nutritional Markers, and Cardiovascular Risk Markers in Youth With ARFID

June 2024

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54 Reads

International Journal of Eating Disorders

Objective Avoidant/restrictive food intake disorder (ARFID) is common among populations with nutrition‐related medical conditions. Less is known about the medical comorbidity/complication frequencies in youth with ARFID. We evaluated the medical comorbidities and metabolic/nutritional markers among female and male youth with full/subthreshold ARFID across the weight spectrum compared with healthy controls (HC). Method In youth with full/subthreshold ARFID ( n = 100; 49% female) and HC ( n = 58; 78% female), we assessed self‐reported medical comorbidities via clinician interview and explored abnormalities in metabolic (lipid panel and high‐sensitive C‐reactive protein [hs‐CRP]) and nutritional (25[OH] vitamin D, vitamin B12, and folate) markers. Results Youth with ARFID, compared with HC, were over 10 times as likely to have self‐reported gastrointestinal conditions (37% vs. 3%; OR = 21.2; 95% CI = 6.2–112.1) and over two times as likely to have self‐reported immune‐mediated conditions (42% vs. 24%; OR = 2.3; 95% CI = 1.1–4.9). ARFID, compared with HC, had a four to five times higher frequency of elevated triglycerides (28% vs. 12%; OR = 4.0; 95% CI = 1.7–10.5) and hs‐CRP (17% vs. 4%; OR = 5.0; 95% CI = 1.4–27.0) levels. Discussion Self‐reported gastrointestinal and certain immune comorbidities were common in ARFID, suggestive of possible bidirectional risk/maintenance factors. Elevated cardiovascular risk markers in ARFID may be a consequence of limited dietary variety marked by high carbohydrate and sugar intake.


Latent profile analysis reveals overlapping ARFID and shape/weight motivations for restriction in eating disorders

May 2024

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60 Reads

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3 Citations

Psychological Medicine

Background DSM-5 differentiates avoidant/restrictive food intake disorder (ARFID) from other eating disorders (EDs) by a lack of overvaluation of body weight/shape driving restrictive eating. However, clinical observations and research demonstrate ARFID and shape/weight motivations sometimes co-occur. To inform classification, we: (1) derived profiles underlying restriction motivation and examined their validity and (2) described diagnostic characterizations of individuals in each profile to explore whether findings support current diagnostic schemes. We expected, consistent with DSM-5 , that profiles would comprise individuals endorsing solely ARFID or restraint (i.e. trying to eat less to control shape/weight) motivations. Methods We applied latent profile analysis to 202 treatment-seeking individuals (ages 10–79 years [ M = 26, s.d. = 14], 76% female) with ARFID or a non-ARFID ED, using the Nine-Item ARFID Screen (Picky, Appetite, and Fear subscales) and the Eating Disorder Examination-Questionnaire Restraint subscale as indicators. Results A 5-profile solution emerged: Restraint/ARFID-Mixed ( n = 24; 8% [ n = 2] with ARFID diagnosis); ARFID-2 (with Picky/Appetite; n = 56; 82% ARFID); ARFID-3 (with Picky/Appetite/Fear; n = 40; 68% ARFID); Restraint ( n = 45; 11% ARFID); and Non-Endorsers ( n = 37; 2% ARFID). Two profiles comprised individuals endorsing solely ARFID motivations (ARFID-2, ARFID-3) and one comprising solely restraint motivations (Restraint), consistent with DSM-5 . However, Restraint/ARFID-Mixed (92% non-ARFID ED diagnoses, comprising 18% of those with non-ARFID ED diagnoses in the full sample) endorsed ARFID and restraint motivations. Conclusions The heterogeneous profiles identified suggest ARFID and restraint motivations for dietary restriction may overlap somewhat and that individuals with non-ARFID EDs can also endorse high ARFID symptoms. Future research should clarify diagnostic boundaries between ARFID and non-ARFID EDs.


First, second and third symptoms to develop following ARFID age of onset. Note. OBE – objective binge eating; SBE – subjective binge eating. A Sankey diagram includes nodes and arcs. As transitions occur, each arc flows from its source node to its target note. The size of each node and width of each arc represent the number of participants, thus indicating the magnitude of flow. For instance, a node with five participants experiencing a trajectory would be half as tall as a node with ten participants. The numbers depicted on the Sankey diagram indicate the number of individuals who experienced any given symptom first, second or third
Years to emergence of eating disorders following ARFID data including censored data at the earliest possible unobserved symptom onset. Note. Symptoms shaded in gray are behavioral symptoms. Unshaded symptoms are cognitive symptoms. From bottom to top, symptoms are presented in the average order at which they onset. The numbers to the right of the violin plots indicate symptoms that were significantly different from one another at p < .05. For instance, body image disturbance differed significantly from all symptoms except overvaluation and fear of fatness. Dotted lines represent the quartiles and dashed lines represent the median
Course of avoidant/restrictive food intake disorder: Emergence of overvaluation of shape/weight
  • Article
  • Full-text available

May 2024

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132 Reads

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7 Citations

Journal of Eating Disorders

Background Avoidant/restrictive food intake disorder (ARFID) is a feeding/eating disorder characterized by avoidance/restriction of food intake by volume and/or variety. The emergence of shape/weight-related eating disorder symptoms in the longitudinal course of ARFID is an important clinical phenomenon that is neither robustly documented nor well understood. We aimed to characterize the emergence of eating disorder symptoms among adults with an initial diagnosis of ARFID who ultimately developed other eating disorders. Method Thirty-five participants (94% female; Mage = 23.17 ± 5.84 years) with a history of ARFID and a later, separate eating disorder completed clinical interviews (i.e., Structured Clinical Interview for DSM-5 – Research Version and Longitudinal Interval Follow-Up Evaluation) assessing the period between ARFID and the later eating disorder. Participants used calendars to aid in recall of symptoms over time. Descriptive statistics characterized the presence, order of, and time to each symptom. Paired samples t-tests compared weeks to emergence between symptoms. Results Most participants (71%) developed restricting eating disorders; the remainder (29%) developed binge-spectrum eating disorders. Cognitive symptoms (e.g., shape/weight concerns) tended to onset initially and were followed by behavioral symptoms. Shape/weight-related food avoidance presented first, objective binge eating, fasting, and excessive exercise occurred next, followed by subjective binge eating and purging. Conclusions Diagnostic crossover from ARFID to another (typically restricting) eating disorder following the development of shape/weight concerns may represent the natural progression of a singular clinical phenomenon. Findings identify potential pathways from ARFID to the development of another eating disorder, highlighting possible clinical targets for preventing this outcome.

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Lower region-specific gray matter volume in females with atypical anorexia nervosa and anorexia nervosa

February 2024

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66 Reads

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3 Citations

International Journal of Eating Disorders

Objective Few studies have focused on brain structure in atypical anorexia nervosa (atypical AN). This study investigates differences in gray matter volume (GMV) between females with anorexia nervosa (AN) and atypical AN, and healthy controls (HC). Method Structural magnetic resonance imaging data were acquired for 37 AN, 23 atypical AN, and 41 HC female participants. Freesurfer was used to extract GMV, cortical thickness, and surface area for six brain lobes and associated cortical regions of interest (ROI). Primary analyses employed linear mixed‐effects models to compare group differences in lobar GMV, followed by secondary analyses on ROIs within significant lobes. We also explored relationships between cortical gray matter and both body mass index (BMI) and symptom severity. Results Our primary analyses revealed significant lower GMV in frontal, temporal and parietal areas (FDR < .05) in AN and atypical AN when compared to HC. Lobar GMV comparisons were non‐significant between atypical AN and AN. The parietal lobe exhibited the greatest proportion of affected cortical ROIs in both AN versus HC and atypical AN versus HC. BMI, but not symptom severity, was found to be associated with cortical GMV in the parietal, frontal, temporal, and cingulate lobes. No significant differences were observed in cortical thickness or surface area. Discussion We observed lower GMV in frontal, temporal, and parietal areas, when compared to HC, but no differences between AN and atypical AN. This indicates potentially overlapping structural phenotypes between these disorders and evidence of brain changes among those who are not below the clinical underweight threshold. Public significance Despite individuals with atypical anorexia nervosa presenting above the clinical weight threshold, lower cortical gray matter volume was observed in partial, temporal, and frontal cortices, compared to healthy individuals. No significant differences were found in cortical gray matter volume between anorexia nervosa and atypical anorexia nervosa. This underscores the importance of continuing to assess and target weight gain in clinical care, even for those who are presenting above the low‐weight clinical criteria.


Bar graph of age-adjusted group means and between-group Analysis of Covariance (ANCOVA) with planned pairwise comparisons for the (log-transformed) delay discounting parameter (ln)k. Note: Error bars represent SEM. ARFID = avoidant/restrictive food intake disorder; AN = anorexia nervosa; HC = healthy controls
Avoidant/restrictive food intake disorder differs from anorexia nervosa in delay discounting

January 2024

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99 Reads

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5 Citations

Journal of Eating Disorders

Background Avoidant/restrictive food intake disorder (ARFID) and anorexia nervosa (AN) are the two primary restrictive eating disorders; however, they are driven by differing motives for inadequate dietary intake. Despite overlap in restrictive eating behaviors and subsequent malnutrition, it remains unknown if ARFID and AN also share commonalities in their cognitive profiles, with cognitive alterations being a key identifier of AN. Discounting the present value of future outcomes with increasing delay to their expected receipt represents a core cognitive process guiding human decision-making. A hallmark cognitive characteristic of individuals with AN (vs. healthy controls [HC]) is reduced discounting of future outcomes, resulting in reduced impulsivity and higher likelihood of favoring delayed gratification. Whether individuals with ARFID display a similar reduction in delay discounting as those with AN (vs. an opposing bias towards increased delay discounting or no bias) is important in informing transdiagnostic versus disorder-specific cognitive characteristics and optimizing future intervention strategies. Method To address this research question, 104 participants (ARFID: n = 57, AN: n = 28, HC: n = 19) completed a computerized Delay Discounting Task. Groups were compared by their delay discounting parameter (ln)k. Results Individuals with ARFID displayed a larger delay discounting parameter than those with AN, indicating steeper delay discounting (M ± SD = −6.10 ± 2.00 vs. −7.26 ± 1.73, p = 0.026 [age-adjusted], Hedges’ g = 0.59), with no difference from HC (p = 0.514, Hedges’ g = −0.35). Conclusion Our findings provide a first indication of distinct cognitive profiles among the two primary restrictive eating disorders. The present results, together with future research spanning additional cognitive domains and including larger and more diverse samples of individuals with ARFID (vs. AN), will contribute to identifying maintenance mechanisms that are unique to each disorder as well as contribute to the optimization and tailoring of treatment strategies across the spectrum of restrictive eating disorders.


Cognitive-behavioral therapy for avoidant/restrictive food intake disorder: A proof-of-concept for mechanisms of change and target engagement

January 2024

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76 Reads

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3 Citations

International Journal of Eating Disorders

Background Cognitive‐behavioral therapy for avoidant/restrictive food intake disorder (ARFID; CBT‐AR) theoretically targets three prototypic motivations (sensory sensitivity, lack of interest/low appetite, fear of aversive consequences), aligned with three modularized interventions. As an exploratory investigation, we: (1) evaluated change in candidate mechanisms in relationship to change in ARFID severity, and (2) tested if assignment (vs. not) to a module resulted in larger improvements in the corresponding mechanism. Method Males and females ( N = 42; 10–55 years) participated in an open trial of CBT‐AR. Results Decreases in scaled scores for each candidate mechanism had medium to large correlations with decreases in ARFID severity—sensory sensitivity: −0.7 decrease ( r = .42, p = .01); lack of interest/low appetite: −0.3 decrease ( r = .60, p < .0001); and fear of aversive consequences: −1.1 decrease ( r = .33, p = .05). Linear mixed models revealed significant weekly improvements for each candidate mechanism across the full sample ( ps < .0001). There were significant interactions for the sensory and fear of aversive consequences modules–for each, participants who received the corresponding module had significantly larger decreases in the candidate mechanism than those who did not receive the module. Discussion Sensory sensitivity and fear of aversive consequences improved more if the CBT‐AR module was received, but lack of interest/low appetite may improve regardless of receipt of the corresponding module. Future research is needed to test target engagement in CBT‐AR with adaptive treatment designs, and to identify valid and sensitive measures of candidate mechanisms. Public Significance The mechanisms through which components of CBT‐AR work have yet to be elucidated. We conducted an exploratory investigation to test if assignment (vs. not) to a CBT‐AR module resulted in larger improvements in the corresponding prototypic ARFID motivation that the module intended to target. Measures of the sensory sensitivity and the fear of aversive consequences motivations improved more in those who received the corresponding treatment module, whereas the lack of interest/low appetite measure improved regardless of if the corresponding module was received.


Citations (49)


... It is possible that individuals diagnosed with non-fatphobic AN in at least some cases actually have ARFID, but findings related to implicit body-related attitudes suggest further empirical clarification of these diagnoses is needed (Izquierdo et al. 2019). Endorsement of ARFID-related motivations for restriction (as indicated by elevated NIAS scores) among individuals with AN demonstrated by this study and previous studies likely make diagnostic differentiation between ARFID and non-fatphobic AN even more difficult (Abber et al. 2024;Billman Miller et al. 2024;Burton Murray et al. 2021). ...

Reference:

Assessing Avoidant/Restrictive Food Intake Disorder (ARFID) Symptoms Using the Nine Item ARFID Screen in >9000 Swedish Adults With and Without Eating Disorders
Latent profile analysis reveals overlapping ARFID and shape/weight motivations for restriction in eating disorders
  • Citing Article
  • May 2024

Psychological Medicine

... Instead, dietary insufficiency in ARFID is motivated by any or all of the following: sensitivities to the sensory properties of food (e.g., smell, texture taste), fear of aversive consequences of eating (e.g., choking, vomiting), and/or lack of interest in food and/or eating [2][3][4]. However, researchers have described other eating disorder symptoms co-occurring with or onsetting during a course of ARFID [5][6][7][8][9]. Without proper attention to and assessment of symptom overlap, providers may fail to address the full eating disorder, leaving the door open for enduring nutritional and mental health consequences. ...

Prospective Two-Year Course and Predictors of Outcome in Avoidant/Restrictive Food Intake Disorder
  • Citing Article
  • May 2024

Journal of the American Academy of Child & Adolescent Psychiatry

... As ASD is not expected to disappear over time, a lower rate of ASD subjects in adult ARFID populations might reflect the fact that a portion of subjects with ASD-ARFID exit the casuistry for ARFID due to improved eating behaviours. On the other hand, data about a possible diagnostic cross-over between ARFID and Anorexia (AN) among young women have begun to emerge [41]. Since a close relationship between ASD and AN has been consistently suggested [42], the switch to AN cannot be excluded from possible long-term outcomes of ARFID. ...

Course of avoidant/restrictive food intake disorder: Emergence of overvaluation of shape/weight

Journal of Eating Disorders

... Moreover, this relative difference in bodyweights is more representative of clinical AN. For example, in ABA models, AN rodents are often ~35%-45% smaller compared to control animals (Scharner & Stengel, 2021), whereas in clinical studies the difference between healthy controls and those with AN typically ranges from 20% to 30% (Keeler et al., 2024;Kerruish et al., 2002;Lyall et al., 2024). Importantly, none of our animals required euthanasia due to excessive weight loss, low body condition score, or dramatic changes in behavior. ...

Lower region-specific gray matter volume in females with atypical anorexia nervosa and anorexia nervosa
  • Citing Article
  • February 2024

International Journal of Eating Disorders

... Tryptophan has been further implicated in selection of carbohydrates, such that bacterial genes involved in the metabolism of tryptophan and plasma tryptophan availability influenced voluntary carbohydrate intake in mice (Trevelline and Kohl 2022). At the hedonic level, individuals with ARFID report apathy to eating, and increasing enjoyment to food is an objective in some cognitive-behavioral treatments (Burton- Murray et al. 2024;Thomas et al. 2017). Intriguingly, fecal microbiota transplantation of stool samples from obese mice into naïve mice altered hedonic feeding in recipient mice and striatal dopaminergic activity (de Wouters d' Oplinter et al. 2021). ...

Cognitive-behavioral therapy for avoidant/restrictive food intake disorder: A proof-of-concept for mechanisms of change and target engagement
  • Citing Article
  • January 2024

International Journal of Eating Disorders

... Dolan et al. (2022) did not find a significant relationship between the EDE-Q Restraint subscale and TEPS Anticipatory Pleasure scores which may have been due to the transdiagnostic nature of the sample, as dietary restraint is more commonly associated with AN. Another study administered the TEPS to adolescents and adults with avoidant/restrictive food intake disorder (ARFID) and found that individuals with ARFID showed lower TEPS Anticipatory and Consummatory Pleasure scores compared with HCs, but this difference became insignificant after removing the food-related items (Dolan et al. 2023). The relationship between TEPS and caloric intake suggests that the low anticipatory reward related to food may be a target for treatment focused on altering maladaptive eating patterns. ...

Anticipatory and consummatory pleasure in avoidant/restrictive food intake disorder

Journal of Eating Disorders

... Participants with ARFID were included if they met diagnostic criteria for full or subthreshold ARFID as assessed by clinical interview (see below for clinical interviewing procedures). Because our sample was predominantly composed of participants with full threshold ARFID (n = 63, 88.7%), we combined the full and subthreshold groups in data analysis, which is consistent with other published literature on ARFID [30][31][32]. HCs were included if they had a body mass index (BMI) in the 15th-85th percentiles and did not meet criteria for any lifetime diagnosis of psychiatric illness. Exclusion criteria for all participants included active suicidality, ED diagnosis other than ARFID, intellectual disability (IQ < 70), current substance use disorder, lifetime psychosis, use of systemic hormones (e.g., oral contraceptive pill), any contraindications for MRI scanning, and any significant medical condition that may interfere with study participation. ...

Oxytocin Response to Food Intake in Avoidant/Restrictive Food Intake Disorder
  • Citing Article
  • July 2023

European Journal of Endocrinology

... We found 12 studies that reported data on BMD within ARFID (online supplemental table 1) 22 24 25 59 84-88 ; eight of which were case studies, 59 70 80 81 84-87 one compared BMD in ARFID to HC 22 and two compared BMD in ARFID to AN. 24 25 In the case studies/series that stated BMD z-score, all individuals with ARFID, except for two, 85 86 had BMD z-scores ≤−2 (BMD z-score range: spine 0.4 to -4.1; hip −3.1 to -4.6). 59 81 85 87 Furthermore, one cross-sectional study reported that 25% of individuals with ARFID had BMD z-scores ≤−2 in their spine while 77% had BMD z-scores ≤−1. ...

Low bone mineral density is found in low weight female youth with avoidant/restrictive food intake disorder and associated with higher PYY levels

Journal of Eating Disorders

... The present results suggest that alterations in reward regions may not be implicated in restrictive eating choices, per se. Notably, other studies have identified elevated activation within the dorsal striatum (caudate and putamen) during punishment receipt (Bischoff-Grethe et al., 2013) and the viewing of food images (Eddy et al., 2023), among adolescents with AN relative to HC. The current findings more directly implicate dorsal striatal systems in the restrictive eating pathology of AN. ...

Neural activation of regions involved in food reward and cognitive control in young females with anorexia nervosa and atypical anorexia nervosa versus healthy controls

Translational Psychiatry

... Patients with anxiety disorder often exhibit symptoms of reduced appetite and eating disorders, which may be related to insufficient ghrelin secretion [72]. Some studies suggest that patients with anxiety disorder may inhibit the secretion of ghrelin due to emotional instability and tension, leading to reduced appetite, while exogenous ghrelin can alleviate symptoms of anxiety disorder [6,73]. AG, unacylated ghrelin (UG), and copeptin levels rose in a study including individuals who had attempted suicide when their anxiety levels increased [74]. ...

Lower Ghrelin Levels Are Associated With Higher Anxiety Symptoms in Adolescents and Young Adults With Avoidant/Restrictive Food Intake Disorder
  • Citing Article
  • May 2023

The Journal of Clinical Psychiatry