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Smith AR, Forrest LN, Kinkel-Ram SS, Grunewald W, Tubman SD, Esche A, Levinson C. A longitudinal network analysis of suicide risk factors among service members and veterans sampled for suicidal ideation or attempt. Psychol Med 2024:1-11. [PMID: 38651175 DOI: 10.1017/s0033291724000734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
BACKGROUND Suicidal thoughts and behaviors are elevated among active-duty service members (ADSM) and veterans compared to the general population. Hence, it is a priority to examine maintenance factors underlying suicidal ideation among ADSM and veterans to develop effective, targeted interventions. In particular, interpersonal risk factors, hopelessness, and overarousal have been robustly connected to suicidal ideation and intent. METHODS To identify the suicidal ideation risk factors that are most relevant, we employed network analysis to examine between-subjects (cross-sectional), contemporaneous (within seconds), and temporal (across four hours) group-level networks of suicidal ideation and related risk factors in a sample of ADSM and veterans (participant n = 92, observations n = 10 650). Participants completed ecological momentary assessment (EMA) surveys four times a day for 30 days, where they answered questions related to suicidal ideation, interpersonal risk factors, hopelessness, and overarousal. RESULTS The between-subjects and contemporaneous networks identified agitation, not feeling close to others, and ineffectiveness as the most central symptoms. The temporal network revealed that feeling ineffective was most likely to influence other symptoms in the network over time. CONCLUSION Our findings suggest that ineffectiveness, low belongingness, and agitation are important drivers of moment-to-moment and longitudinal relations between risk factors for suicidal ideation in ADSM and veterans. Targeting these symptoms may disrupt suicidal ideation.
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Affiliation(s)
- April R Smith
- Department of Psychological Sciences, Auburn University, Auburn, AL, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, The Pennsylvania State University, College of Medicine, Hershey, PA, USA
| | | | - William Grunewald
- Department of Psychological Sciences, Auburn University, Auburn, AL, USA
| | - S David Tubman
- USAF School of Aerospace Medicine, Wright-Patterson AFB, OH, USA
| | - Aaron Esche
- Wright-Patterson Medical Center, Wright-Patterson Airforce Base, OH, USA
| | - Cheri Levinson
- Department of Psychological and Brain Sciences, University of Louisville, Louisville, KY, USA
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Billman Miller MG, Gioia AN, Essayli JH, Forrest LN. Few differences in psychiatric comorbidities and treatment response among people with anorexia nervosa and atypical anorexia nervosa. Int J Eat Disord 2024; 57:809-818. [PMID: 37737487 DOI: 10.1002/eat.24046] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 07/31/2023] [Accepted: 08/01/2023] [Indexed: 09/23/2023]
Abstract
OBJECTIVE Little is known about how individuals with atypical anorexia nervosa (AN) respond to eating disorder (ED) treatment in a partial hospitalization program (PHP), nor how certain factors such as trauma, childhood abuse, psychiatric comorbidity, and suicidal thoughts and behaviors might contribute to poor treatment outcomes. Thus, the current study (1) compares prevalence of these factors between individuals with AN and atypical AN upon admission to an ED PHP, (2) compares PHP treatment response between groups, and (3) investigates whether experiencing these factors impacts treatment outcomes. METHOD We conducted a retrospective chart review of young adults admitted to a PHP with AN (n = 95) and atypical AN (n = 59). Histories of psychiatric comorbidities and adverse childhood experiences were obtained from initial psychiatric evaluations. ED symptoms were assessed at intake and discharge with the Eating Disorder Examination-Questionnaire (EDE-Q). RESULTS No significant differences were found at intake in ED symptom severity or prevalence of lifetime trauma, childhood abuse, number of psychiatric diagnoses, or suicidal thoughts and behavior. Symptomatology at discharge also did not differ between groups. Emotional abuse was significantly related to discharge shape and weight overvaluation. No other intake characteristics were significantly related to discharge symptomatology. DISCUSSION To our knowledge, this is the first study to compare the prevalence of comorbidities for both AN and atypical AN, as well as differential treatment outcomes for these individuals in a PHP. Results add to growing literature suggesting that, other than weight, AN and atypical AN have few properties that reliably distinguish them from one another. PUBLIC SIGNIFICANCE This study adds to a growing body of literature that raises questions about whether anorexia nervosa (AN) and atypical AN are truly different diagnoses. Our findings suggest these two groups present to treatment in a partial hospitalization program (PHP) with similar ED symptoms, as well as prevalence of lifetime trauma, childhood abuse, suicidal thoughts and behavior, and number of psychiatric comorbidities, and demonstrate similar treatment trajectories in PHP.
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Affiliation(s)
| | - Ayla N Gioia
- Department of Psychology, Hofstra University, Hempstead, New York, USA
| | - Jamal H Essayli
- Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
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Billman Miller MG, Quaill M, King S, Mausteller K, Johnson M, Forrest LN, Lane-Loney SE, Essayli JH. Feasibility and preliminary effectiveness of a cognitive-behavioral, family-centered partial hospitalization program for adolescents with anorexia nervosa and atypical anorexia nervosa at six- and twelve-month follow-up. Eur Eat Disord Rev 2024; 32:230-243. [PMID: 37837332 DOI: 10.1002/erv.3038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 08/31/2023] [Accepted: 10/01/2023] [Indexed: 10/16/2023]
Abstract
This study examined the feasibility and preliminary effectiveness of a cognitive-behavioral, family-centered partial hospitalization program (PHP) for adolescents with anorexia nervosa (AN) and atypical AN (AAN), and described the outpatient services received following discharge. Participants (N = 31) completed anthropometric and self-report assessments at admission, discharge, and six and twelve months after discharge from the PHP. Descriptive statistics explored markers of feasibility. Paired samples t-tests evaluated changes in weight and eating disorder (ED) symptomatology from admission to discharge, admission to six-month follow-up, and admission to twelve-month follow-up. Descriptive statistics and effect sizes compared symptoms at each timepoint between participants with AN and AAN. Results indicated that we were successful at recruiting greater than 50% of adolescents approached for this study. We collected follow-up data from more than 70% of participants at discharge, but did not meet this retention benchmark at six-month and twelve-month follow-ups. The entire sample demonstrated significant improvements in weight and ED symptomatology from admission to discharge, and generally maintained these improvements at six- and twelve-month follow-up. While descriptive statistics suggested that participants with AN and AAN received similar outpatient services following discharge from the PHP, those with AN experienced greater improvement in self-reported ED symptomatology than those with AAN at six- and twelve-month follow-up. These findings provide preliminary support for the efficacy of PHPs in treating adolescents with AN and AAN. Further research with larger sample sizes should investigate whether adolescents with AAN experience poorer outcomes than those with AN following discharge from a PHP.
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Affiliation(s)
| | | | - Steven King
- Penn State College of Medicine, Hershey, Pennsylvania, USA
| | | | - Mariah Johnson
- School of Medicine, Tufts University, Boston, Massachusetts, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Susan E Lane-Loney
- Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Jamal H Essayli
- Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
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Mahgoub Y, Forrest LN, Luther J, Singh N, Kibler J, Noel J, Zug D, Swigart A, Kunkel E. The Impact of COVID-19 on Psychiatric Acuity in a Community Psychiatric Hospital. J Nerv Ment Dis 2023; 211:910-918. [PMID: 37983367 DOI: 10.1097/nmd.0000000000001735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
ABSTRACT The COVID-19 pandemic has had extensive impacts on mental health care delivery. Anecdotal observations of inpatient care teams at Pennsylvania Psychiatric Institute suggested increased patient acuity during the pandemic. The authors found no consensus definition for measuring psychiatric acuity in the literature. We performed an interrupted time series analysis to identify whether COVID-19 was associated with changes in several hospital parameters that might reflect our patients' access to psychiatric services and acuity. We found increases in inpatient parameters for length of stay, rates of involuntary admissions, and the incidence of restraints, seclusion, and 1:1 observation orders. Observing these increasing trends can inform mitigation efforts to improve the quality of mental health care treatment and care delivery. We suggest the use of these metrics for objective measurements of psychiatric acuity.
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Affiliation(s)
- Yassir Mahgoub
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania
| | - Joy Luther
- Penn State College of Medicine, Hershey, Pennsylvania
| | - Nirmal Singh
- Penn State College of Medicine, Hershey, Pennsylvania
| | - Jason Kibler
- Pennsylvania Psychiatric Institute, Harrisburg, Pennsylvania
| | - Jason Noel
- Pennsylvania Psychiatric Institute, Harrisburg, Pennsylvania
| | - David Zug
- Pennsylvania Psychiatric Institute, Harrisburg, Pennsylvania
| | - Alison Swigart
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania
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Bennett BL, Martin-Wagar CA, Boswell RG, Forrest LN, Perelman H, Latner JD. Skepticism of and critical thinking about media messages: Conflicting relationships with body dissatisfaction. Eat Behav 2023; 51:101820. [PMID: 37769415 DOI: 10.1016/j.eatbeh.2023.101820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 09/18/2023] [Accepted: 09/21/2023] [Indexed: 09/30/2023]
Abstract
Despite the theoretical connection between media literacy and body dissatisfaction, empirical findings about their relationship are decidedly mixed. There is not a clear explanation for these discrepancies. The present study aimed to 1) compare the attitudes young adult women with those of a reference group of adolescents to examine whether similar values were observed despite differences in age group and racial/ethnic identity, 2) to examine the relationships between media literacy and body dissatisfaction using recommended measures of media literacy. Racially diverse female undergraduate students (N = 152, Mage = 21.62) completed the Media Attitudes Questionnaire, the Critical Thinking about Media Measure, and the Body Shape Questionnaire online. Young adult women endorsed greater critical thinking about media messages and greater skepticism towards the similarity of media messages than adolescents. Additionally, greater skepticism towards the desirability and realism of media messages was associated with lower body dissatisfaction while greater critical thinking about media messages was found to be positively related to greater body dissatisfaction. It is possible that greater critical thinking within the context of media literacy cannot occur without increased attention towards or time spent thinking about media messages. Findings suggest that enhancing critical thinking about the media may not be the main mechanism of change for effective media literacy interventions. These findings underscore the complexities that exist within the relationships between media literacy and body dissatisfaction and highlight the continued need for research in this area.
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Affiliation(s)
- Brooke L Bennett
- Department of Psychology, Clemson University, Clemson, SC, USA; Department of Psychology, University of Hawai'i at Mānoa, Honolulu, HI 96822-2294, USA.
| | | | - Rebecca G Boswell
- Princeton Center for Eating Disorders, Penn Medicine, Plainsboro, NJ 08536, USA.
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, PA 17033, USA.
| | | | - Janet D Latner
- Department of Psychology, University of Hawai'i at Mānoa, Honolulu, HI 96822-2294, USA.
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Forrest LN, Waschbusch DA, Pearl AM, Bixler EO, Sinoway LI, Kraschnewski JL, Liao D, Saunders EFH. Urban vs. rural differences in psychiatric diagnoses, symptom severity, and functioning in a psychiatric sample. PLoS One 2023; 18:e0286366. [PMID: 37796886 PMCID: PMC10553337 DOI: 10.1371/journal.pone.0286366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 05/15/2023] [Indexed: 10/07/2023] Open
Abstract
OBJECTIVE Identifying whether certain groups of people experience elevated rates or severities of psychiatric symptoms provides information to guide healthcare allocation. People living in urban areas have higher rates of some psychiatric disorders relative to people living in rural settings, however, it is unclear if psychiatric severity is more elevated in urban vs. rural settings. This study investigates the urban vs. rural differences in rates of psychiatric disorders and severity of psychiatric symptoms. METHOD A cohort of patients (63% women, 85% White) presenting to an outpatient psychiatric treatment center in the U.S. completed patient-reported outcomes at all clinic visits as part of standard care. Rurality was determined by municipality population density. Sociodemographic characteristics, psychiatric diagnoses, trauma exposure, psychiatric symptom severity, functioning, and suicidality were compared by rural vs. urban municipality. RESULTS There were virtually no differences between patients living in rural vs. urban municipalities on rates of psychiatric disorders, severity of psychiatric symptoms, functional impairment, and suicidality (ps≥.09). The only difference was that patients living in rural municipalities had higher exposure to serious accidents than patients living in urban municipalities (p < .01); exposure to nine other traumatic events did not differ between groups (p≥.07). CONCLUSIONS People living in urban and rural municipalities have a similar need for mental health treatment. Access to care may be one explanatory factor for the occasional rural-urban differences in rates of psychiatric disorders. In other words, if people living in rural areas can access care, their symptom presentations appear unlikely to differ from those of people living in urban areas.
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Affiliation(s)
- Lauren N. Forrest
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
| | - Dan A. Waschbusch
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
| | - Amanda M. Pearl
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
| | - Edward O. Bixler
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
| | - Lawrence I. Sinoway
- Department of Medicine, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
- Penn State Clinical and Translational Science Institute, Hershey, PA, United States of America
| | - Jennifer L. Kraschnewski
- Department of Medicine, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
- Penn State Clinical and Translational Science Institute, Hershey, PA, United States of America
- Department of Public Health Sciences, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
- Department of Pediatrics, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
| | - Duanping Liao
- Department of Public Health Sciences, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
| | - Erika F. H. Saunders
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, PA, United States of America
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7
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Saunders EFH, Brady M, Mukherjee D, Baweja R, Forrest LN, Gomaa H, Babinski D, He F, Pearl AM, Liao D, Waschbusch DA. Gender differences in transdiagnostic domains and function of adults measured by DSM-5 assessment scales at the first clinical visit: a cohort study. BMC Psychiatry 2023; 23:709. [PMID: 37784092 PMCID: PMC10544467 DOI: 10.1186/s12888-023-05207-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 09/20/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND Measurement-based care has been called for as best practice in psychiatric care and learning health systems and use of transdiagnostic measures was suggested as part of the DSM-5. Our objective is to examine gender differences in first visit socioeconomic, transdiagnostic, and functional characteristics of a dynamic, real-world measurement-based care cohort. METHODS Transdiagnostic, functional, and clinical measures were collected from 3,556 patients at first visit in an ambulatory psychiatric clinic. All patients were evaluated at the first visit by board-certified psychiatrists or licensed clinical psychologists. Demographic variables and clinical diagnoses were collected from the Electronic Medical Record. Self-report measures were collected that assessed transdiagnostic symptoms (DSM-5 Level 1 Cross-cutting Measure and Level 2 symptom scales), disability, alcohol use, attention deficit hyperactivity disorder (ADHD) symptoms, depression, anxiety, mania, suicidal thoughts and behaviors, and trauma exposure. RESULTS Men and women did not differ in age, BMI, household income, high school graduation rate, race, or ethnicity, but women were more likely to be formerly married and less likely to have commercial insurance. Compared to men, women reported significantly higher overall psychopathology on the transdiagnostic Level 1 Cross-cutting measure and had higher depression, anxiety, sleep, anger, ADHD combined presentation, and suicidality severity. Women also had higher disability scores than men. However, men reported higher alcohol, tobacco and substance use, and more risky behavior than women. Trauma exposure differed significantly by gender; men reported more exposure to accidents, war-related trauma, serious accidents, and major disasters and women reported more unwanted sexual contact. CONCLUSIONS This cross-sectional study of a transdiagnostic, ecologically-valid real-word measurement-based care cohort demonstrates gender differences in socioeconomic factors, trauma exposure, transdiagnostic symptoms, and functioning.
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Affiliation(s)
- Erika F H Saunders
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA.
| | - Megan Brady
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Dahlia Mukherjee
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Ritika Baweja
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Hassaan Gomaa
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Dara Babinski
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Fan He
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Amanda M Pearl
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Duanping Liao
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Daniel A Waschbusch
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine and Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
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Forrest LN, Beccia AL, Exten C, Gehman S, Ansell EB. Intersectional Prevalence of Suicide Ideation, Plan, and Attempt Based on Gender, Sexual Orientation, Race and Ethnicity, and Rurality. JAMA Psychiatry 2023; 80:1037-1046. [PMID: 37466933 PMCID: PMC10357364 DOI: 10.1001/jamapsychiatry.2023.2295] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 05/07/2023] [Indexed: 07/20/2023]
Abstract
Importance Suicidal thoughts and behaviors (STBs) are major public health problems, and some social groups experience disproportionate STB burden. Studies assessing STB inequities for single identities (eg, gender or sexual orientation) cannot evaluate intersectional differences and do not reflect that the causes of inequities are due to structural-level (vs individual-level) processes. Objective To examine differences in STB prevalence at the intersection of gender, sexual orientation, race and ethnicity, and rurality. Design, Setting, and Participants This cross-sectional study used adult data from the 2015-2019 National Survey on Drug Use and Health (NSDUH), a population-based sample of noninstitutionalized US civilians. Data were analyzed from July 2022 to March 2023. Main Outcomes and Measures Outcomes included past-year suicide ideation, plan, and attempt, each assessed with a single question developed for the NSDUH. Intersectional multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) models were estimated, in which participants were nested within social strata defined by all combinations of gender, sexual orientation, race and ethnicity, and rurality; outcome prevalence estimates were obtained for each social stratum. Social strata were conceptualized as proxies for exposure to structural forms of discrimination that contribute to health advantages or disadvantages (eg, sexism, racism). Results The analytic sample included 189 800 adults, of whom 46.5% were men; 53.5%, women; 4.8%, bisexual; 93.0%, heterosexual; 2.2%, lesbian or gay; 18.8%, Hispanic; 13.9%, non-Hispanic Black; and 67.2%, non-Hispanic White. A total of 44.6% were from large metropolitan counties; 35.5%, small metropolitan counties; and 19.9%, nonmetropolitan counties. There was a complex social patterning of STB prevalence that varied across social strata and was indicative of a disproportionate STB burden among multiply marginalized participants. Specifically, the highest estimated STB prevalence was observed among Hispanic (suicide ideation: 18.1%; 95% credible interval [CrI], 13.5%-24.3%) and non-Hispanic Black (suicide plan: 7.9% [95% CrI, 4.5%-12.1%]; suicide attempt: 3.3% [95% CrI, 1.4%-6.2%]) bisexual women in nonmetropolitan counties. Conclusions and Relevance In this cross-sectional study, intersectional exploratory analyses revealed that STB prevalence was highest among social strata including multiply marginalized individuals (eg, Hispanic and non-Hispanic Black bisexual women) residing in more rural counties. The findings suggest that considering and intervening in both individual-level (eg, psychiatric disorders) and structural-level (eg, structural discrimination) processes may enhance suicide prevention and equity efforts.
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Affiliation(s)
- Lauren N. Forrest
- Department of Psychiatry and Behavioral Health, College of Medicine, Pennsylvania State University, Hershey
| | - Ariel L. Beccia
- Division of Adolescent and Young Adult Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Cara Exten
- Ross and Carol Nese College of Nursing, Pennsylvania State University, State College
| | - Sarah Gehman
- College of Medicine, Pennsylvania State University, Hershey
| | - Emily B. Ansell
- Department of Biobehavioral Health, Pennsylvania State University, State College
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Ortiz SN, Grunewald W, Forrest LN, Smith A. Testing the longitudinal relationship between muscle dysmorphia symptoms and suicidality: A network analysis investigation. Body Image 2023; 46:372-382. [PMID: 37481936 DOI: 10.1016/j.bodyim.2023.07.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 06/29/2023] [Accepted: 07/13/2023] [Indexed: 07/25/2023]
Abstract
Research on suicidality in muscle dysmorphia is limited despite the high rates of suicidal thoughts and behaviors in related disorders. This study employed network analysis to examine the longitudinal relationships between muscle dysmorphia symptoms, as well as the relations between MD symptoms and suicide risk factors. Fifty individuals (Mage = 30.6 years, 63 % male) meeting criteria for muscle dysmorphia received four daily surveys for three weeks. Multi-level vector autoregression analysis was used to estimate associations between muscle dysmorphia- and suicide-related thoughts, emotions, and behaviors. The most central nodes in the muscle dysmorphia networks related to assessing muscle size, dieting, using muscle-building supplements, experiencing body dissatisfaction, seeking reassurance, and avoiding others due to concerns about appearance. In the comorbidity networks, the most central suicide-related factors were feelings of burdensomeness, feeling disgusted, and dwelling on the past. Our findings indicated that various intrusive thoughts (body dissatisfaction, dieting), compulsions (seeking reassurance, body checking, supplement use), and beliefs (burden to others, disgust with oneself) predicted future engagement in muscle dysmorphia and suicide-related symptomology. Targeting intrusive thoughts and compulsions, as well as feelings of disgust and burdensomeness, may reduce the severity of these conditions.
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Affiliation(s)
- Shelby N Ortiz
- Department of Psychology, Miami University, Oxford, OH, USA; Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA.
| | | | | | - April Smith
- Department of Psychology, Auburn University, Auburn, AL, USA
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10
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Forrest LN, Ivezaj V, Grilo CM. Machine learning v. traditional regression models predicting treatment outcomes for binge-eating disorder from a randomized controlled trial. Psychol Med 2023; 53:2777-2788. [PMID: 34819195 PMCID: PMC9130342 DOI: 10.1017/s0033291721004748] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 10/13/2021] [Accepted: 11/01/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND While effective treatments exist for binge-eating disorder (BED), prediction of treatment outcomes has proven difficult, and few reliable predictors have been identified. Machine learning is a promising method for improving the accuracy of difficult-to-predict outcomes. We compared the accuracy of traditional and machine-learning approaches for predicting BED treatment outcomes. METHODS Participants were 191 adults with BED in a randomized controlled trial testing 6-month behavioral and stepped-care treatments. Outcomes, determined by independent assessors, were binge-eating (% reduction, abstinence), eating-disorder psychopathology, and weight loss (% loss, ⩾5% loss). Predictors included treatment condition, demographic information, and baseline clinical characteristics. Traditional models were logistic/linear regressions. Machine-learning models were elastic net regressions and random forests. Predictive accuracy was indicated by the area under receiver operator characteristic curve (AUC), root mean square error (RMSE), and R2. Confidence intervals were used to compare accuracy across models. RESULTS Across outcomes, AUC ranged from very poor to fair (0.49-0.73) for logistic regressions, elastic nets, and random forests, with few significant differences across model types. RMSE was significantly lower for elastic nets and random forests v. linear regressions but R2 values were low (0.01-0.23). CONCLUSIONS Different analytic approaches revealed some predictors of key treatment outcomes, but accuracy was limited. Machine-learning models with unbiased resampling methods provided a minimal advantage over traditional models in predictive accuracy for treatment outcomes.
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Affiliation(s)
- Lauren N. Forrest
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Penn State College of Medicine, 700 HMC Crescent Road, Hershey, PA 17033, USA
| | - Valentina Ivezaj
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Carlos M. Grilo
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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Forrest LN, Franko DL, Thompson-Brenner H, Grilo CM. Examining changes in binge-eating disorder network centrality and structure in patients treated with cognitive-behavioral therapy versus interpersonal psychotherapy. Int J Eat Disord 2023; 56:944-955. [PMID: 36565241 PMCID: PMC10159900 DOI: 10.1002/eat.23883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 12/13/2022] [Accepted: 12/13/2022] [Indexed: 12/25/2022]
Abstract
OBJECTIVE A sizeable minority of patients with binge-eating disorder (BED) do not fully respond to evidence-based treatments. Evidence to guide refinements of treatments is needed. Conceptualizing BED as arising from a network of symptom-to-symptom interactions allows for identification of the most strongly connected symptoms, which could inform intervention targets. This study estimated networks of BED features at pretreatment and posttreatment to assess whether cognitive behavioral therapy (CBT) and interpersonal psychotherapy (IPT) differentially impacted the interrelationships of BED symptoms/features. METHODS Participants were 392 adults (83% women, 88% white) with BED who received CBT (n = 236) or IPT (n = 156) and assessed at pretreatment and posttreatment. Networks were estimated across timepoints and treatments. Expected influence (EI) was calculated; symptoms with the highest EI have the most strong and frequent associations with other symptoms. We also assessed whether the symptoms with the highest and lowest EI predicted posttreatment remission indicators. RESULTS In the CBT and IPT networks, shape concern, weight concern, and eating concern had the highest EI at pretreatment and posttreatment. EI significantly increased from pretreatment to posttreatment for some symptoms in CBT but did not change for any symptoms in IPT. Shape concern significantly and positively predicted BED remission indicators in CBT and IPT. CONCLUSIONS CBT and IPT similarly impacted interrelations among BED features. Pretreatment EI predicted posttreatment remission indicators, indicating that pretreatment centrality could signal meaningful intervention targets. Clinical implications and avenues for future research are discussed including how personalized network analysis may advance the understanding of the clinical utility of centrality. PUBLIC SIGNIFICANCE Cognitive behavioral therapy and interpersonal therapy for binge-eating disorder, which are two leading evidence-based treatments for binge-eating disorder that are quite different in their models and approaches, similarly impacted interrelations among binge-eating disorder symptoms. In addition, the most strongly interconnected symptom predicted indicators of remission. Studying the interrelations among symptoms may provide new insight on how treatments impact symptom relationships and inform intervention targets.
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Affiliation(s)
- Lauren N. Forrest
- Penn State College of Medicine, Department of Psychiatry & Behavioral Health, Hershey, PA
| | - Debra L. Franko
- Department of Applied Psychology, Northeastern University, Boston, MA
| | | | - Carlos M. Grilo
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT
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12
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Essayli JH, Forrest LN, Zickgraf HF, Stefano EC, Keller KL, Lane-Loney SE. The impact of between-session habituation, within-session habituation, and weight gain on response to food exposure for adolescents with eating disorders. Int J Eat Disord 2023; 56:637-645. [PMID: 36626314 PMCID: PMC9992286 DOI: 10.1002/eat.23894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 12/30/2022] [Accepted: 01/01/2023] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Exposure therapy is a promising treatment for eating disorders (EDs). However, questions remain about the effectiveness of exposure to feared foods during the weight restoration phase of treatment, and the importance of between-session and within-session habituation. METHOD We recruited 54 adolescents from a partial hospitalization program (PHP) for EDs which included daily food exposure. Throughout treatment, participants provided subjective units of distress (SUDS) ratings before and after eating a feared food, and completed measures of ED symptomatology. RESULTS Multilevel models found that pre-exposure SUDS decreased over time, providing some evidence that between-session habituation occurred. In contrast, the difference between pre-exposure and post-exposure SUDS did not decrease over time, indicating that within-session habituation did not occur. Weight gain predicted greater between-session habituation to feared foods, but did not predict within-session habituation. Between-session habituation, but not within-session habituation, predicted favorable treatment outcomes, including weight gain and improvements on the Children's Eating Attitudes Test and Fear of Food Measure. DISCUSSION Partial hospitalization programs that include daily exposure to feared foods may be effective at decreasing anxiety about foods for adolescents with EDs who are experiencing weight restoration. Further research is warranted to replicate our findings challenging the importance of within-session habituation, and to better understand between-session habituation and inhibitory learning as mechanisms of change when conducting food exposure for EDs. PUBLIC SIGNIFICANCE This study provides some evidence that PHPs that include food exposure may be useful for adolescents with EDs who are experiencing weight restoration. Between-session habituation, but not within-session habituation, predicted favorable treatment outcomes. Further research is needed to determine whether clinicians can disregard within-session habituation when conducting food exposure for EDs, and understand the importance of between-session habituation as a potential mechanism of food exposure.
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Affiliation(s)
- Jamal H Essayli
- Department of Pediatrics, Pennsylvania State University College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, Pennsylvania, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, Pennsylvania, USA
| | - Hana F Zickgraf
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Emily C Stefano
- Bariatric and Weight Management Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Kathleen L Keller
- Department of Nutritional Sciences, Pennsylvania State University, Pennsylvania, USA
- Department of Food Science, Pennsylvania State University, Pennsylvania, USA
| | - Susan E Lane-Loney
- Department of Pediatrics, Pennsylvania State University College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, Pennsylvania, USA
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13
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Gioia AN, Forrest LN, Smith AR. Diminished body trust uniquely predicts suicidal ideation and nonsuicidal self-injury among people with recent self-injurious thoughts and behaviors. Suicide Life Threat Behav 2022; 52:1205-1216. [PMID: 36029117 DOI: 10.1111/sltb.12915] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 06/13/2022] [Accepted: 08/09/2022] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Self-injurious thoughts and behaviors (SITBs) are difficult to predict, and novel risk factors must be identified. While diminished interoception is associated with SITBs cross-sectionally, the current study assesses whether multiple measures of interoception predict future SITBs. METHODS Adults (N = 43) with recent SITBs completed assessments of interoception during a baseline visit. Participants then completed biweekly assessments for 6 months in which they reported the presence and severity/frequency of suicidal ideation and nonsuicidal self-injury (NSSI). RESULTS Multilevel models were performed, where baseline interoceptive measures predicted presence and severity/frequency of suicidal ideation and NSSI at follow-up. The Multidimensional Assessment of Interoceptive Awareness (MAIA) Trusting subscale was the only significant predictor of the presence/severity of suicidal ideation. The MAIA Trusting, Emotional Awareness, and Body Listening subscales significantly predicted the presence of NSSI. The MAIA Emotional Awareness subscale and the Body Perception Questionnaire significantly predicted NSSI frequency. DISCUSSION Diminished body trust predicted both suicidal ideation and NSSI, indicating a potential shared risk pathway. However, two interoception measures (Body Listening subscale and Body Perception Questionnaire) were associated with NSSI only, indicating potentially unique risk pathways. Given the differential associations between interoception measures and SITBs, results highlight the importance of clearly defining how interoception is measured.
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Affiliation(s)
- Ayla N Gioia
- Department of Psychology, Hofstra University, Hempstead, New York, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Pennsylvania State University College of Medicine, Hershey, Pennsylvania, USA
| | - April R Smith
- Department of Psychological Sciences, Auburn University, Auburn, Alabama, USA
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14
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Billman MG, Forrest LN, Johnson M, Quaill MA, King S, Mausteller K, Lane-Loney SE, Essayli JH. Preliminary effectiveness of a cognitive-behavioral, family-centered partial hospitalization program for children and adolescents with avoidant/restrictive food intake disorder. Int J Eat Disord 2022; 55:1621-1626. [PMID: 36052443 PMCID: PMC9633394 DOI: 10.1002/eat.23806] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 08/17/2022] [Accepted: 08/17/2022] [Indexed: 11/12/2022]
Abstract
OBJECTIVE This study explored the preliminary effectiveness of a partial hospitalization program (PHP) for children/adolescents with avoidant/restrictive food intake disorder (ARFID). We evaluated how ARFID symptoms changed from admission to discharge, and collected follow-up data on symptoms and outpatient care following PHP discharge. METHOD Twenty-two children/adolescents with ARFID (77.3% White, 63.6% female) completed measures assessing ARFID symptomatology at admission and discharge from a PHP for eating disorders. Six months and twelve months following their discharge, participants were contacted to complete study measures again and take part in an interview assessing follow-up care. RESULTS Paired samples t tests indicated that participants demonstrated increases in weight and decreases in ARFID symptomatology from admission to discharge with medium to large effects. All participants reported receiving some form of outpatient treatment following discharge, with the type of outpatient services varying across participants. Data from the 86% of participants who completed the six-month follow-up and 50% who completed the twelve-month follow-up suggest that participants generally maintained treatment gains following PHP discharge. DISCUSSION Participants experienced symptom improvements from admission to discharge and appeared to maintain these gains after discharge. These results provide preliminary evidence that PHPs are an effective treatment option for children and adolescents with ARFID. PUBLIC SIGNIFICANCE STATEMENT This study provides preliminary evidence that intensive, evidence-based PHPs are effective in treating ARFID. Our findings suggest that children and adolescents with ARFID who receive flexible, cognitive-behavioral, family-centered treatment in a PHP for EDs experience improvements in weight and ARFID symptomatology from admission to discharge. Despite receiving variable and nonstandardized outpatient treatment, individuals with ARFID appear to maintain treatment gains 6 and 12 months after discharge in a PHP.
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Affiliation(s)
- Marley G Billman
- Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Lauren N Forrest
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Mariah Johnson
- School of Medicine, Tufts University, Boston, Massachusetts, USA
| | | | - Steven King
- Penn State College of Medicine, Hershey, Pennsylvania, USA
| | | | - Susan E Lane-Loney
- Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Jamal H Essayli
- Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania, USA
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, Pennsylvania, USA
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15
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Forrest LN, Grilo CM. Change in eating-disorder psychopathology network structure in patients with binge-eating disorder: Findings from treatment trial with 12-month follow-up. J Consult Clin Psychol 2022; 90:491-502. [PMID: 35482651 PMCID: PMC9247034 DOI: 10.1037/ccp0000732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Effective treatments exist for binge-eating disorder (BED), although roughly 50% of patients fail to attain binge-eating abstinence. Evidence on how to refine treatments is lacking. Conceptualizing BED as arising from a network of symptom-to-symptom interactions allows for the identification of the most strongly connected symptoms, which could inform intervention targets. This study assessed how BED symptom centrality changed with behaviorally based weight-loss treatments (BBWLTs). METHODS Participants were 191 adult patients (71% female, 79% White) with BED with comorbid obesity participating in a randomized controlled trial testing 6-month BBWLTs for BED. Independent assessments of BED symptoms were performed at pretreatment, posttreatment, and 12 months after treatment. Strength centrality indicated how strongly and frequently symptoms were associated with each other in the network. Significant changes in centrality between timepoints were determined using permutation tests. RESULTS At pretreatment, overvaluation of shape/weight and preoccupation with shape/weight and food/eating had the highest strength centrality. At posttreatment and 12-month follow-up, dissatisfaction with shape/weight had the highest centrality, which significantly increased from pretreatment. CONCLUSIONS The relations among symptoms of BED are not static and change over time with treatment. BBWLTs do not appear to reduce connectivity of overvaluation of shape/weight (the most central BED symptom prior to treatment), but instead increase connectivity of dissatisfaction with shape/weight with other symptoms following treatment. The observed network structure of symptoms following BBWLTs resembles network analyses of people without eating disorders. Findings highlight the importance of understanding how treatments impact symptom relationships, not just symptom intensities. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Lauren N. Forrest
- Penn State College of Medicine, Department of Psychiatry and Behavioral Health, Hershey, PA. USA
| | - Carlos M. Grilo
- Yale School of Medicine, Department of Psychiatry, New Haven, CT. USA
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16
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Abstract
BACKGROUND Eating-disorder severity indicators should theoretically index symptom intensity, impairment, and level of needed treatment. Two severity indicators for binge-eating disorder (BED) have been proposed (categories of binge-eating frequency and shape/weight overvaluation) but have mixed empirical support including modest clinical utility. This project uses structural equation model (SEM) trees - a form of exploratory data mining - to empirically determine the precise levels of binge-eating frequency and/or shape/weight overvaluation that most significantly differentiate BED severities. METHODS Participants were 788 adults with BED enrolled in BED treatment studies. Participants completed interviews and self-report measures assessing eating-disorder and comorbid symptoms. SEM Tree analyses were performed by specifying an outcome model of BED severity and then recursively partitioning the outcome model into subgroups. Subgroups were split based on empirically determined values of binge-eating frequency and/or shape/weight overvaluation. SEM Forests also quantified which variable contributed more improvement in model fit. RESULTS SEM Tree analyses yielded five subgroups, presented in ascending order of severity: overvaluation <1.25, overvaluation = 1.25-2.74, overvaluation = 2.75-4.24, overvaluation ⩾4.25 with weekly binge-eating frequency <4.875, and overvaluation ⩾4.25 with weekly binge-eating frequency ⩾4.875. SEM Forest analyses revealed that splits that occurred on shape/weight overvaluation resulted in much more improvement in model fit than splits that occurred on binge-eating frequency. CONCLUSIONS Shape/weight overvaluation differentiated BED severity more strongly than binge-eating frequency. Findings indicate a nuanced potential BED severity indicator scheme, based on a combination of cognitive and behavioral eating-disorder symptoms. These results inform BED classification and may allow for the provision of more specific and need-matched treatment formulations.
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Affiliation(s)
- Lauren N Forrest
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Psychology, Miami University, Oxford, OH, USA
| | - Ross C Jacobucci
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
| | - Carlos M Grilo
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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17
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Smith AR, Forrest LN, Perkins NM, Kinkel-Ram S, Bernstein MJ, Witte TK. Reconnecting to Internal Sensation and Experiences: A Pilot Feasibility Study of an Online Intervention to Improve Interoception and Reduce Suicidal Ideation. Behav Ther 2021; 52:1145-1157. [PMID: 34452669 DOI: 10.1016/j.beth.2021.02.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 02/04/2021] [Accepted: 02/04/2021] [Indexed: 02/03/2023]
Abstract
Risk factors that are strongly associated with suicide and are amenable to intervention are in need of discovery. This three-study investigation demonstrates that an intervention designed to improve interoception-one potential suicide risk factor-may reduce suicide-related outcomes. Study 1 included 136 undergraduate participants and found that relative to a control condition, participating in a progressive muscle relaxation exercise was associated with reduced implicit identification with suicide through greater body trust, which is one domain of interoception that is consistently linked to suicide-related outcomes. Study 2 included 97 MTurk participants and found that relative to a control condition, participating in a body functionality writing exercise was associated with greater awareness of the body as a whole. Study 3 was a pilot study of a four-session online intervention designed to increase interoception. Study 3 included a sample of 22 clinical participants who completed pre- and postintervention assessments. Participants rated the intervention as highly acceptable and moderately effective. Moreover, the intervention was associated with improvements in interoception and reductions in suicidal ideation, general psychological symptoms, and disordered-eating symptoms. Overall, these findings indicate that our online interoceptive awareness training is acceptable and may be associated with improvements in clinical outcomes. Randomized controlled trials are needed to explore whether the intervention's purported mechanism-improved interoception-leads to changes in clinical outcomes.
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18
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Martin-Wagar CA, Boswell RG, Bennett BL, Perelman H, Forrest LN. Psychological and eating disorder symptoms as predictors of starting eating disorder treatment. Int J Eat Disord 2021; 54:1500-1508. [PMID: 33959999 DOI: 10.1002/eat.23538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/28/2021] [Accepted: 04/29/2021] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Little is known about the treatment uptake rate for adults diagnosed with an eating disorder through formal assessment. This study aimed to identify psychological and eating disorder symptoms that predict whether individuals with diagnosed eating disorders start treatment after receiving a diagnostic assessment and recommendation to begin treatment. Identifying barriers to starting treatment can inform interventions to improve the uptake of treatment. METHOD After a diagnostic assessment at an eating disorder specialty clinic, 223 adults were recommended to begin treatment and completed self-report measures of psychological functioning, clinical impairment, and eating psychopathology. Patient attendance was assessed to determine rates and predictors of starting treatment within 3 months of the assessment. RESULTS Of the 223 patients recommended to begin treatment, approximately two-third started treatment within 3 months of the assessment. Logistic regression identified greater avoidance of eating, greater laxative use frequency, more social eating concerns, and lower weight dissatisfaction as predicting lower likelihood of beginning treatment after assessment. A chi-square test for independence found no significant differences between diagnostic groups on starting treatment. DISCUSSION Findings identify eating disorder symptoms that predict treatment enrollment after diagnostic assessment and recommendation to begin treatment. Assessing for these symptoms at the diagnostic assessment stage is recommended to address potential treatment barriers. Future research should identify strategies that increase treatment uptake at this stage of the process.
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Affiliation(s)
- Caitlin A Martin-Wagar
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA.,Department of Psychology, University of Akron, Akron, Ohio, USA
| | - Rebecca G Boswell
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Brooke L Bennett
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Hayley Perelman
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Lauren N Forrest
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
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19
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Forrest LN, Smith AR. A multi-measure examination of interoception in people with recent nonsuicidal self-injury. Suicide Life Threat Behav 2021; 51:492-503. [PMID: 33486793 DOI: 10.1111/sltb.12732] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 07/02/2020] [Accepted: 09/11/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Self-injurious behaviors (SIB) are highly dangerous, yet prediction remains weak. Novel SIB correlates must be identified, such as impaired interoception. This study examined whether two forms of interoceptive processing (accuracy and sensibility) for multiple sensations (general, cardiac, and pain) differed between people with and without recent nonsuicidal self-injury (NSSI). METHOD Participants were adults with recent (n = 48) NSSI and with no history of SIBs (n = 55). Interoceptive sensibility was assessed with self-reports. Interoceptive accuracy for cardiac sensations was assessed using the heartbeat tracking task. Interoceptive accuracy for pain was assessed with a novel metric that mirrored the heartbeat tracking test. RESULTS Participants with recent NSSI reported significantly lower interoceptive sensibility for general sensations relative to people without SIBs. Groups did not differ on interoceptive sensibility for cardiac sensations or pain. Groups also did not differ on interoceptive accuracy for cardiac sensations. The NSSI group exhibited significantly lower interoceptive accuracy for pain compared with the No SIB group. CONCLUSIONS Interoceptive impairment in people with NSSI may vary by interoceptive domain and sensation type. Diminished interoceptive accuracy for sensations relevant to the pathophysiology of self-injury may be a novel SIB correlate.
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Affiliation(s)
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio, USA
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20
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Forrest LN, Grilo CM, Udo T. Suicide attempts among people with eating disorders and adverse childhood experiences: Results from a nationally representative sample of adults. Int J Eat Disord 2021; 54:326-335. [PMID: 33372308 DOI: 10.1002/eat.23457] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 12/06/2020] [Accepted: 12/15/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE People with eating disorders (EDs) have elevated rates of suicide attempts. A need exists to identify factors that help predict which people with EDs might be at greater risk for suicidal behavior. Adverse childhood experiences (ACEs) are associated with both EDs and with suicide attempts. Thus, the current study examined whether having histories of ACEs and EDs augments lifetime risk for suicide attempts. METHOD This study included 36,146 adult participants in the National Epidemiologic Survey on Alcohol and Related Conditions-III who completed structured diagnostic interviews and answered questions regarding ACEs and suicide attempts. Weighted means, frequencies, and cross-tabulations were computed for prevalence of ACEs and suicide attempts by ED diagnosis. Multiple logistic regression was used to compare risk of lifetime suicide attempts by ED diagnosis and ACE history. RESULTS Prevalence of ACEs among people with EDs was 54.1-67.8%. ACE history and ED diagnosis were associated with elevated odds of experiencing a lifetime suicide attempt (AORs = 4.64-6.45 and 3.20-4.06, respectively). There was no ACE history-by-ED interaction on risk of suicide attempt, regardless of forms of EDs. DISCUSSION ACEs are common among people with EDs and associated significantly with suicide attempts, but ACEs and EDs do not appear to interact to augment risk for suicide attempts. Considering ACE exposure in theoretical models of suicidal behavior in people with and without EDs and in suicide risk assessment and management with people with EDs may prove useful.
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Affiliation(s)
- Lauren N Forrest
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Carlos M Grilo
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Tomoko Udo
- Department of Health Policy, Management, and Behavior, School of Public Health, University at Albany, Albany, New York, USA
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21
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Sahlan RN, Williams BM, Forrest LN, Saunders JF, Fitzsimmons-Craft EE, Levinson CA. Disordered eating, self-esteem, and depression symptoms in Iranian adolescents and young adults: A network analysis. Int J Eat Disord 2021; 54:132-147. [PMID: 32865853 PMCID: PMC8159574 DOI: 10.1002/eat.23365] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 07/30/2020] [Accepted: 07/30/2020] [Indexed: 12/23/2022]
Abstract
OBJECTIVE The network theory of psychopathology examines networks of interconnections across symptoms. Several network studies of disordered eating have identified central and bridge symptoms in Western samples, yet network models of disordered eating have not been tested in non-Western samples. The current study tested a network model of disordered eating in Iranian adolescents and college students, as well as models of co-occurring depression and self-esteem. METHOD Participants were Iranian college students (n= 637) and adolescents (n = 1,111) who completed the Eating Disorder Examination-Questionnaire (EDE-Q), Rosenberg Self-Esteem Scale (RSES) and Beck Depression Inventory, Second Edition (BDI-II). We computed six Glasso networks and identified central and bridge symptoms. RESULTS Central disordered eating nodes in most models were a desire to lose weight and discomfort when seeing one's own body. Central self-esteem and depression nodes were feeling useless and self-dislike, respectively. Feeling like a failure was the most common bridge symptom between disordered eating and depression symptoms. With exception of a few differences in some edges, networks did not significantly differ in structure. DISCUSSION Desire to lose weight was the most central node in the networks, which is consistent with sociocultural theories of disordered eating development, as well as prior network models from Western-culture samples. Feeling like a failure was the most central bridge symptom between depression and disordered eating, suggesting that very low self-esteem may be a shared correlate or risk factor for disordered eating and depression in Iranian adolescents and young adults.
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Affiliation(s)
- Reza N. Sahlan
- Department of Clinical Psychology, Iran University of Medical Sciences, Tehran, Iran
| | - Brenna M. Williams
- Department of Psychological and Brain Sciences, University of Louisville, Louisville, Kentucky, USA
| | | | | | | | - Cheri A. Levinson
- Department of Psychological and Brain Sciences, University of Louisville, Louisville, Kentucky, USA
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22
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Scharff A, Ortiz SN, Forrest LN, Smith AR, Boswell JF. Post‐traumatic stress disorder as a moderator of transdiagnostic, residential eating disorder treatment outcome trajectory. J Clin Psychol 2021; 77:986-1003. [DOI: 10.1002/jclp.23106] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 11/09/2020] [Accepted: 12/24/2020] [Indexed: 12/15/2022]
Affiliation(s)
- Adela Scharff
- Department of Psychology University at Albany—State University of New York Albany New York USA
| | | | | | - April R. Smith
- Department of Psychology Miami University Oxford Ohio USA
| | - James F. Boswell
- Department of Psychology University at Albany—State University of New York Albany New York USA
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23
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Abstract
This study examined whether clinical characteristics among patients presenting to residential eating disorder (ED) treatment differed according to patients' trauma history and current PTSD diagnostic status. Participants (699 girls and women) completed surveys at treatment onset. One-way analysis of covariance (ANCOVA) tests assessed cross-sectional differences between three groups of patients: those reporting no trauma history (No Trauma, n = 185), those with trauma history but without PTSD (Trauma, n = 263), and those with current PTSD (PTSD, n = 251). Relative to the No Trauma group, the combined Trauma and PTSD groups reported greater ED symptoms, anxiety and depressive symptoms, experiential avoidance, anxiety sensitivity, and lower mindfulness. The PTSD group reported greater ED, anxiety, and depressive symptoms, greater anxiety sensitivity, and lower mindfulness, relative to the Trauma group. In sum, ED patients with any history of trauma experienced more symptoms and other psychopathology relative to patients who did not report trauma history. Among patients reporting trauma, those with current PTSD experienced even greater symptom severity. Interventions focused on improving emotional functioning could be especially beneficial for ED patients with trauma histories.
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Affiliation(s)
- Adela Scharff
- Department of Psychology, University at Albany - State University of New York , Albany, USA
| | - Shelby N Ortiz
- Department of Psychology, Miami University , Oxford, OH, USA
| | | | - April R Smith
- Department of Psychology, Miami University , Oxford, OH, USA
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24
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Ortiz SN, Forrest LN, Smith AR. Correlates of suicidal thoughts and attempts in males engaging in muscle dysmorphia or eating disorder symptoms. J Clin Psychol 2020; 77:1106-1115. [PMID: 33378580 DOI: 10.1002/jclp.23102] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 11/23/2020] [Accepted: 12/03/2020] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Despite the high rates of suicidality in body dysmorphic disorder and eating disorders (EDs), research on suicidality in a related disorder, muscle dysmorphia (MD), is essentially nonexistent. Thus, this study tested relations between suicidal thoughts and behaviors and MD and ED symptoms in an online male community sample. METHOD A total of 464 males (Mage = 40.3; 85% Caucasian) recruited from Amazon's Mechanical Turk completed measures that evaluated ED symptoms, MD symptoms, current suicidal ideation, and past suicide attempts. RESULTS Most MD and ED symptoms were correlated with current suicidal ideation and previous suicide attempts. In multivariate regression models, vomiting and appearance intolerance remained significantly related to suicidal ideation, while hard exercise and lower functional impairment were significantly related to prior suicide attempts. CONCLUSION Results indicate that appearance dissatisfaction, a core MD criterion, and hard exercise, a common behavioral symptom of MD, are associated with suicidality.
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Affiliation(s)
- Shelby N Ortiz
- Department of Psychology, Miami University, Oxford, Ohio, USA
| | - Lauren N Forrest
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio, USA
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Perkins NM, Forrest LN, Kunstman JW, Smith AR. ADAPTED TO FEAR: FEARLESSNESS ABOUT DEATH IS ASSOCIATED WITH HEART RATE VARIABILITY. Journal of Social and Clinical Psychology 2020. [DOI: 10.1521/jscp.2020.39.9.842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Objective: Capability for suicide, which refers to an individual's ability to enact potentially lethal harm to oneself and overcome the fear of dying, is an empirically supported component of the Interpersonal-Psychological Theory of Suicide. Although an abundance of research has examined capability for suicide through the use of self-report data, little research has assessed specific psychophysiological mechanisms that may contribute to capability for suicide. We assessed relationships between capability for suicide (fearlessness about death and pain tolerance), high frequency heart rate variability (HF HRV), and subjectively reported fear during a death related event. Given that greater HRV is associated with calmness and lack of distress, we predicted that HRV during a fearful event would be positively associated with the capability for suicide. Method: Data were collected from 101 undergraduates. Participants self-reported fearlessness about death and had their pain tolerance assessed with an algometer. HF HRV was assessed prior to, during, and following a film-viewing task designed to elicit fear of death. Results: Correlations revealed that fearlessness about death was negatively associated with self-reported fear during the film viewing and positively associated with self-reported and objective pain tolerance. Linear regressions found that fearlessness about death, but not self-reported or objective pain tolerance, was positively associated with HF HRV during the film-viewing and recovery. Discussion: During a fearful, death related event, greater HF HRV was associated with greater fearlessness about death, suggesting that HF HRV may represent one possible mechanism through which fearlessness about death is maintained.
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Smith AR, Forrest LN, Duffy ME, Jones PJ, Joiner TE, Pisetsky EM. Identifying bridge pathways between eating disorder symptoms and suicidal ideation across three samples. J Abnorm Psychol 2020; 129:724-736. [PMID: 32463262 DOI: 10.1037/abn0000553] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
People with eating disorders (ED) have elevated rates of suicidal thoughts and behaviors. We used network analysis to identify symptoms that bridge EDs and suicidality, as well as central symptoms within the network, among 3 groups of adults. Participants were either (a) clinical psychiatric outpatients without current EDs (n = 538), (b) clinical psychiatric outpatients with a lifetime suicide attempt (n = 166), or (c) people with current EDs (n = 238). Networks were jointly estimated among groups. Within the Suicide Attempt and ED groups, interoceptive deficits and pain tolerance emerged as important bridge symptoms, whereas feeling inadequate was an important bridge symptom in the Clinical Outpatient group. Within all groups, having thoughts of killing oneself and feeling inadequate were central, meaning that they were most strongly connected to all other symptoms in the networks. Further, results indicate that a similar problem-interoceptive impairment-may link ED symptoms and suicidality both within people with EDs and people with suicide attempts. Overall, these findings are consistent with the notion that EDs and suicidality may bidirectionally influence one another, possibly through shared mechanisms (e.g., interoceptive impairment) or direct pathways (e.g., suicidal ideation being strongly connected to ED symptoms), though prospective work is needed to test these possibilities. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
| | | | - Mary E Duffy
- Department of Psychology, Florida State University
| | | | | | - Emily M Pisetsky
- Department of Psychology and Behavioral Sciences, University of Minnesota
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Smith AR, Dodd DR, Ortiz S, Forrest LN, Witte TK. Interoceptive deficits differentiate suicide groups and associate with self-injurious thoughts and behaviors in a military sample. Suicide Life Threat Behav 2020; 50:472-489. [PMID: 31743463 DOI: 10.1111/sltb.12603] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 09/16/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Previous research shows that interoceptive deficits are associated with harmful behaviors such as nonsuicidal self-injury (NSSI), eating disorder pathology, and suicide attempts. The present study replicates and extends this area of research by examining the association between interoceptive deficits and suicidality in a military sample. METHOD In Study 1, respondents to an online survey (N = 134) answered self-report questionnaires related to interoceptive deficits. Study 2 consisted of a secondary data analysis of 3,764 military service members who had previously completed questionnaires on interoceptive indicators, NSSI, suicide thoughts and attempts, and other psychopathology. RESULTS Study 1 demonstrated that our interoceptive deficits latent variable had adequate psychometric properties. In Study 2, multigroup confirmatory factor analysis showed that scores on the interoceptive deficits latent variable were highest among suicide attempters, lowest among those with no suicide history, and intermediary among participants who had thought about but not attempted suicide. The interoceptive deficits latent variable was more strongly related to NSSI and suicidality than were posttraumatic stress disorder symptoms, hopelessness, gender, and age. CONCLUSIONS These results confirm-and extend to a military sample-previous research showing that interoceptive deficits can provide important information about suicide risk.
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Affiliation(s)
- April R Smith
- Department of Psychology, Miami University, Oxford, OH, USA
| | - Dorian R Dodd
- Department of Psychology, Miami University, Oxford, OH, USA
| | - Shelby Ortiz
- Department of Psychology, Miami University, Oxford, OH, USA
| | | | - Tracy K Witte
- Department of Psychology, Auburn University, Auburn, AL, USA
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Trujillo A, Forrest LN, Claypool HM, Smith AR. Assessing Longitudinal Relationships among Thwarted Belongingness, Perceived Burdensomeness, and Eating Disorder Symptoms. Suicide Life Threat Behav 2019; 49:1609-1620. [PMID: 30730079 DOI: 10.1111/sltb.12541] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 01/10/2019] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Past work has documented a cross-sectional relationship between eating disorders (ED) and suicidality, but few studies have examined the directionality of this relationship. Informed by the interpersonal-psychological theory of suicide (IPTS), this study examines the bidirectional, longitudinal relationship between ED symptoms and two determinants of suicide ideation-thwarted belongingness (TB) and perceived burdensomeness (PB). METHOD Ninety-two treatment-seeking individuals with ED (94.5% White, 95.6% female) completed baseline (T1) measures of ED symptoms along with TB and PB. Of those, 75 (81.5%) completed a follow-up assessment eight weeks later (T2). RESULTS Separate linear regression models revealed that T1 ED symptoms did not predict T2 TB (b = .03, p = .42) or T2 PB (b = -.01, p = .68). Similarly, T1 TB did not predict T2 ED symptoms (b = .25, p = .37). T1 PB did significantly predict T2 ED symptoms (b = 0.52, p = .04). Further, among participants with AN/sub-AN, T1 TB and PB predicted T2 ED symptoms (p's ≤ .03). CONCLUSION Our results reveal the need for a nuanced understanding of the relationship between ED and suicidality. This study found that PB predicts greater ED symptoms and, among the AN/sub-AN sample, TB does as well.
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Velkoff EA, Gibler RC, Forrest LN, Smith AR. Indirect effects of negative body talk on eating, exercise, and expectations about steroids in a sample of at-risk adult men. Psychology of Men & Masculinities 2019. [DOI: 10.1037/men0000189] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Dodd DR, Parsons EM, Clerkin EM, Forrest LN, Velkoff EA, Kunstman JW, Smith AR. Perfectly imperfect: The use of cognitive bias modification to reduce perfectionism. J Behav Ther Exp Psychiatry 2019; 64:167-174. [PMID: 31071484 DOI: 10.1016/j.jbtep.2019.04.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 02/28/2019] [Accepted: 04/02/2019] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND OBJECTIVES Perfectionism is a transdiagnostic risk and maintenance factor for psychopathology. The current study developed and evaluated a cognitive bias modification, interpretation retraining (CBM-I) intervention targeting maladaptive perfectionistic beliefs. METHODS Participants were undergraduate students randomized to complete the perfectionism CBM-I (n = 33) or control condition task (n = 36) at two time points. Additionally, participants completed measures of perfectionistic interpretations and trait perfectionism, as well as an impossible anagram task designed to elicit perfectionistic concerns. RESULTS Results indicated that after the intervention, participants who completed the perfectionism CBM-I endorsed fewer perfectionistic interpretations than participants in the control condition. Furthermore, although the study groups self-reported comparably low confidence in their anagram task performance, participants who completed the perfectionism CBM-I reported wanting to re-do significantly fewer anagrams than participants in the control condition, suggesting greater acceptance of imperfect performance following the intervention. Moreover, supporting a key hypothesized mechanism of effect in CBM-I, reductions in perfectionistic interpretations mediated the effect of condition on the desire to re-do anagram task items. LIMITATIONS The study results should be viewed in light of limitations, including the short time-span of the study, and the use of a relatively small, non-clinical, and demographically homogenous convenience sample. CONCLUSIONS Further research and development of the perfectionism CBM-I intervention are needed, but the present findings add to a nascent evidence base that suggests CBM-I holds promise as an accessible and transdiagnostic intervention for perfectionism.
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Affiliation(s)
- Dorian R Dodd
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA.
| | - E Marie Parsons
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA
| | - Elise M Clerkin
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA
| | - Lauren N Forrest
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA
| | - Elizabeth A Velkoff
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA
| | - Jonathan W Kunstman
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA
| | - April R Smith
- Department of Psychology, Miami University, 90 N. Patterson Ave., Oxford, OH, USA
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Forrest LN, Perkins NM, Lavender JM, Smith AR. Using network analysis to identify central eating disorder symptoms among men. Int J Eat Disord 2019; 52:871-884. [PMID: 31228298 DOI: 10.1002/eat.23123] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 06/03/2019] [Accepted: 06/04/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The network theory of psychopathology has been described as an "innovative framework" that may "transform" clinical psychological science. Several network studies have identified central eating disorder (ED) symptoms, yet studies have been comprised primarily of women. Using two large samples, we constructed ED symptom networks among men to identify central symptoms. METHOD Participants were recruited from three universities and using Amazon's Mechanical Turk. Participants completed the Eating Disorder Examination-Questionnaire (EDE-Q), Male Body Attitudes Scale, and Drive for Muscularity Scale. ED symptom networks were jointly estimated among men with (n = 248) and without core ED symptoms (n = 902). Core ED symptoms were defined by (a) scoring above a suggested male EDE-Q clinical cutoff and (b) reporting symptoms consistent with probable ED diagnoses. Expected influence and predictability (proportion of each node's variance explained by other nodes in the network) were calculated for each node. RESULTS Shape overvaluation, desiring weight loss, fear of losing control over eating, feeling guilty for missing weight training, and using supplements had the greatest expected influence and predictability. Network structures did not significantly differ between participants with versus without core ED symptoms. DISCUSSION The centricity of body dissatisfaction items in the networks supports some components of cognitive behavioral theories of EDs. However, the findings also suggest the importance of muscularity- and leanness-oriented concerns, which have been traditionally neglected from leading ED theories that tend to focus on thinness pursuits as a main driver of body dissatisfaction.
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Affiliation(s)
| | | | - Jason M Lavender
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio
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Forrest LN, Velkoff EA, Johnson CJ, Luebbe A, Smith AR. Establishing the psychometric properties and construct validity of the Painful and Provocative Events Scale-Revised. J Affect Disord 2019; 253:438-448. [PMID: 31103809 DOI: 10.1016/j.jad.2019.04.074] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 04/05/2019] [Accepted: 04/17/2019] [Indexed: 01/30/2023]
Abstract
BACKGROUND Engagement in painful and provocative events is central to hypotheses for how capability for suicide develops. However, the existing measure of painful and provocative events is not psychometrically sound. We developed a measure with improved psychometric properties: the Painful and Provocative Events Scale (PPES)-Revised. METHOD In study 1, 447 adults (53.5% women, mean age = 35.4 years) answered 77 items describing painful and/or provocative experiences. Exploratory factor analysis (EFA) was performed. In study 2, 403 adults (55.1% women, mean age = 38.1 years) answered the retained items and confirmatory factor analysis (CFA) was performed. The scale's factorial invariance across gender was examined. Estimates of convergent and discriminant validity were obtained. RESULTS EFA yielded a two-factor structure, which was confirmed with CFA. The factor structure was invariant across men and women. Estimates of convergent and discriminant validity were promising. LIMITATIONS Limitations include non-weighted items, additional need for CFA among high-risk groups, lack of assessment of person-specific painful and provocative events, and need for prospective research to establish the scale's predictive validity. CONCLUSIONS By assessing painful and provocative events more uniformly and reliably than the existing measure, the PPES-Revised has the potential to advance the understanding of capability for suicide.
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Affiliation(s)
- Lauren N Forrest
- Department of Psychology, Miami University, Oxford, OH 45056, USA.
| | | | - Courtney J Johnson
- School of Social Service Administration, The University of Chicago, Chicago, IL 6037, USA
| | - Aaron Luebbe
- Department of Psychology, Miami University, Oxford, OH 45056, USA
| | - April R Smith
- Department of Psychology, Miami University, Oxford, OH 45056, USA
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Ortiz SN, Forrest LN, Fisher TJ, Hughes M, Smith AR. Changes in Internet Suicide Search Volumes Following Celebrity Suicides. Cyberpsychology, Behavior, and Social Networking 2019; 22:373-380. [DOI: 10.1089/cyber.2018.0488] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
| | | | | | - Michael Hughes
- Department of Statistics, Miami University, Oxford, Ohio
| | - April R. Smith
- Department of Psychology, Miami University, Oxford, Ohio
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Forrest LN, Sarfan LD, Ortiz SN, Brown TA, Smith AR. Bridging eating disorder symptoms and trait anxiety in patients with eating disorders: A network approach. Int J Eat Disord 2019; 52:701-711. [PMID: 30900758 DOI: 10.1002/eat.23070] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 02/28/2019] [Accepted: 02/28/2019] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Anxiety is thought to influence the development and maintenance of eating disorders (EDs). However, little is known about how, specifically, anxiety influences ED symptoms and vice versa. Network analysis identifies how symptoms within and across disorders are interconnected. In a network, central nodes (i.e., symptoms) have the strongest relations to other nodes and are thought to maintain psychopathology. Bridge nodes are symptoms in one diagnostic cluster that are strongly connected to symptoms in another diagnostic cluster and are thought to explain comorbidity. We identified central and bridge nodes in a network of ED symptoms and trait anxiety features. METHOD We estimated a regularized partial correlation network in patients with mixed EDs (N = 296). ED symptoms were assessed with the Eating Disorder Examination-Questionnaire. Trait anxiety was assessed with the Trait subscale of the State-Trait Anxiety Inventory. Items to include in the network were selected with a statistical algorithm to ensure that all nodes represented unique constructs. Central and bridge nodes were identified with empirical calculations. RESULTS Central ED nodes were dietary restraint, as well as overvaluation of and dissatisfaction with shape and weight. The central trait anxiety node was low feelings of satisfaction. The strongest ED bridge node was avoidance of social eating. The strongest trait anxiety bridge node was low self-confidence. DISCUSSION Avoidance of social eating and low self-esteem may be routes through which EDs and trait anxiety are linked.
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Affiliation(s)
| | | | - Shelby N Ortiz
- Department of Psychology, Miami University, Oxford, Ohio
| | - Tiffany A Brown
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio
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Dodd DR, Smith AR, Forrest LN, Witte TK, Bodell L, Bartlett M, Siegfried N, Goodwin N. Interoceptive Deficits, Nonsuicidal Self-Injury, and Suicide Attempts Among Women with Eating Disorders. Suicide Life Threat Behav 2018; 48:438-448. [PMID: 28833450 DOI: 10.1111/sltb.12383] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 04/19/2017] [Indexed: 11/30/2022]
Abstract
People with eating disorders (EDs) have an elevated risk for both nonsuicidal self-injury (NSSI) and suicide compared to the general population. This study tests two theoretically derived models examining interoceptive deficits as a risk factor for NSSI, and examining interoceptive deficits, NSSI, fearlessness about death, and pain tolerance as risk factors for suicide. Ninety-six adult, treatment-seeking women with EDs completed self-report questionnaires at a single time point. Interoceptive deficits were significantly associated with NSSI, and NSSI was in turn associated with both pain tolerance and fearlessness about death. Further, pain tolerance was in turn associated with past suicide attempts, although fearlessness about death was not associated with suicide attempts. Interoceptive deficits had a direct association with fearlessness about death but not pain tolerance. Results regarding the relation between interoceptive deficits and suicide attempts were mixed, yet overall suggest that interoceptive deficits are related to suicide attempts largely indirectly, through the effects of mediating variables such as NSSI, fearlessness about death, and pain tolerance. Results suggest that interoceptive deficits and pain tolerance merit further investigation as potential risk factors for fatal and nonfatal self-harm among individuals with EDs.
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Affiliation(s)
- Dorian R Dodd
- Department of Psychology, Miami University, Oxford, OH, USA
| | - April R Smith
- Department of Psychology, Miami University, Oxford, OH, USA
| | | | - Tracy K Witte
- Department of Psychology, Auburn University, Auburn, AL, USA
| | - Lindsay Bodell
- Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA
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Forrest LN, Jones PJ, Ortiz SN, Smith AR. Core psychopathology in anorexia nervosa and bulimia nervosa: A network analysis. Int J Eat Disord 2018; 51:668-679. [PMID: 29693747 DOI: 10.1002/eat.22871] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Revised: 04/05/2018] [Accepted: 04/05/2018] [Indexed: 01/26/2023]
Abstract
OBJECTIVE The cognitive-behavioral theory of eating disorders (EDs) proposes that shape and weight overvaluation are the core ED psychopathology. Core symptoms can be statistically identified using network analysis. Existing ED network studies support that shape and weight overvaluation are the core ED psychopathology, yet no studies have estimated AN core psychopathology and concerns exist about the replicability of network analysis findings. The current study estimated ED symptom networks among people with anorexia nervosa (AN) and bulimia nervosa (BN) and among a combined group of people with AN and BN. METHOD Participants were girls and women with AN (n = 604) and BN (n = 477) seeking residential ED treatment. ED symptoms were assessed with the Eating Disorder Examination-Questionnaire (EDE-Q); 27 of the EDE-Q items were included as nodes in symptom networks. Core symptoms were determined by expected influence and strength values. RESULTS In all networks, desiring weight loss, restraint, shape and weight preoccupation, and shape overvaluation emerged as the most important symptoms. In addition, in the AN and combined networks, fearing weight gain emerged as an important symptom. In the BN network, weight overvaluation emerged as another important symptom. DISCUSSION Findings support the cognitive-behavioral premise that shape and weight overvaluation are at the core of AN psychopathology. Our BN and combined network findings provide a high degree of replication of previous findings. Clinically, findings highlight the importance of considering shape and weight overvaluation as a severity specifier and primary treatment target for people with EDs.
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Affiliation(s)
| | - Payton J Jones
- Department of Psychology, Harvard University, Cambridge, Massachusetts
| | - Shelby N Ortiz
- Department of Psychology, Miami University, Oxford, Ohio
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio
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Smith AR, Forrest LN, Velkoff EA, Ribeiro JD, Franklin J. Implicit attitudes toward eating stimuli differentiate eating disorder and non-eating disorder groups and predict eating disorder behaviors. Int J Eat Disord 2018; 51:343-351. [PMID: 29469933 DOI: 10.1002/eat.22843] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 02/01/2018] [Accepted: 02/01/2018] [Indexed: 01/07/2023]
Abstract
OBJECTIVE The current study tested whether people with and without eating disorders (EDs) varied in their implicit attitudes toward ED-relevant stimuli. Additionally, the study tested whether implicit evaluations of ED-relevant stimuli predicted ED symptoms and behaviors over a 4-week interval. METHOD Participants were people without EDs (N = 85) and people seeking treatment for EDs (N = 92). All participants completed self-report questionnaires and a version of the affect misattribution procedure (AMP) at baseline. The AMP indexed implicit evaluations of average body stimuli, eating stimuli, and ED-symptom stimuli. Participants with EDs completed weekly follow-up measures of ED symptoms and behaviors for 4 weeks. RESULTS Contrary to predictions, the anorexia nervosa (AN) group did not differ from the no ED group on implicit attitudes toward ED-symptom stimuli, and the bulimia nervosa (BN) group had less positive implicit attitudes toward ED-symptom stimuli relative to the no ED group. In line with predictions, people with AN and BN had more negative implicit attitudes toward average body and eating stimuli relative to the no ED group. In addition, among the ED group more negative implicit attitudes toward eating stimuli predicted ED symptoms and behaviors 4 weeks later, over and above baseline ED symptoms and behaviors. DISCUSSION Taken together, implicit evaluations of eating stimuli differentiated people with AN and BN from people without EDs and longitudinally predicted ED symptoms and behaviors. Interventions that increase implicit liking of eating-related stimuli may reduce ED behaviors.
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Affiliation(s)
- April R Smith
- Department of Psychology, Miami University, Oxford, Ohio, 45056
| | | | | | - Jessica D Ribeiro
- Department of Psychology, Florida State University, Tallahassee, Florida, 32306
| | - Joseph Franklin
- Department of Psychology, Florida State University, Tallahassee, Florida, 32306
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Forrest LN, Smith AR. Comparisons of the Interpersonal-Psychological Theory of Suicide Constructs Among Individuals Without Suicidality, Ideators, Planners, and Attempters. Suicide Life Threat Behav 2017; 47:629-640. [PMID: 27982455 DOI: 10.1111/sltb.12319] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 09/14/2016] [Indexed: 01/31/2023]
Abstract
The Interpersonal-Psychological Theory of Suicide (IPTS) proposes that combinations of thwarted belongingness, perceived burdensomeness, and acquired capability lead to suicide ideation, planning, and attempting. We compared individuals with and without suicidality on thwarted belongingness and perceived burdensomeness, and compared a combined group of planners and attempters to ideators on fearlessness about death (one component of acquired capability). Individuals with suicidality had higher thwarted belongingness and perceived burdensomeness than individuals without suicidality. Planners and attempters did not have higher fearlessness about death than ideators. These findings partially support IPTS hypotheses. Assessing thwarted belongingness and perceived burdensomeness may improve suicide risk determination.
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Affiliation(s)
| | - April R Smith
- Department of Psychology, Miami University, Oxford, OH, USA
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Forrest LN, Smith AR, Swanson SA. Characteristics of seeking treatment among U.S. adolescents with eating disorders. Int J Eat Disord 2017; 50:826-833. [PMID: 28323350 DOI: 10.1002/eat.22702] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 02/20/2017] [Accepted: 02/26/2017] [Indexed: 01/03/2023]
Abstract
OBJECTIVE The majority of persons with eating disorders (EDs) do not seek ED treatment, yet little is known about treatment-seeking barriers or facilitators. The aim of the study is to describe the characteristics associated with seeking ED treatment among U.S. adolescents with EDs. METHOD Data from a nationally representative cross-sectional study of U.S. adolescents ages 13-18 years were used for these analyses. Specifically, adolescents who met criteria for lifetime EDs (N = 281) were included. Sociodemographic information, characteristics of EDs, psychiatric comorbidities, and other mental health service use were assessed via interview. RESULTS Only 20% of adolescents sought ED treatment. Females were 2.2 (95% CI 0.8, 6.4) times more likely to seek treatment than males (19.9% vs. 8.9%). Adolescents who met criteria for anorexia nervosa or bulimia nervosa were 2.4 (95% CI 0.9, 6.3) and 1.9 (95% CI 1.0, 3.8) times more likely to seek treatment than adolescents who met criteria for binge-eating disorder (27.5% and 22.3% vs. 11.6%). Specific ED behaviors (restriction and purging), ED-related impairment, and any mental health service use were also associated with adolescent treatment seeking. DISCUSSION Adolescent treatment seeking was infrequent overall, with individuals with counter-stereotypic ED presentations least likely to have sought treatment. Adolescent treatment seeking could be promoted through increasing awareness among the public and healthcare professionals that EDs affect a heterogeneous group of people. More generally, research involving both treatment-seeking and non-treatment-seeking individuals holds great potential to refine the field's knowledge of ED etiology, prevalence, treatment, and prevention.
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Affiliation(s)
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio
| | - Sonja A Swanson
- Erasmus MC, Rotterdam, The Netherlands.,Harvard T. H. Chan School of Public Health, Boston, Massachusetts
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Dodd DR, Velkoff EA, Forrest LN, Fussner LM, Smith A. Beauty in the eye of the beholder: Using facial electromyography to examine the association between eating disorder symptoms and perceptions of emaciation among undergraduate women. Body Image 2017; 21:47-56. [PMID: 28282555 DOI: 10.1016/j.bodyim.2017.02.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 01/30/2017] [Accepted: 02/10/2017] [Indexed: 01/21/2023]
Abstract
Thin-ideal internalization, drive for thinness, and over-evaluation of the importance of thinness are associated with eating disorders (EDs). However, little research has examined to what extent perceptions of emaciation are also associated with ED symptoms. In the present study, 80 undergraduate women self-reported on ED symptomatology and perceptions of emaciated, thin, and overweight female bodies. While participants viewed images of these different body types, facial electromyography was used to measure activation of facial muscles associated with disgust reactions. Emaciated and overweight bodies were rated negatively and elicited facial responses consistent with disgust. Further, ED symptomatology was associated with pronounced aversion to overweight bodies (assessed via self-report pleasantness ratings), and attenuated negative affect to emaciated bodies (assessed via facial electromyography). The latter association was significant even when controlling for self-reported perceptions of emaciation, suggesting that psychophysiological methods in ED research may provide valuable information unavailable via self-report.
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Affiliation(s)
- Dorian R Dodd
- Department of Psychology, Miami University, 90 N. Patterson Avenue, Oxford, OH 45056, United States.
| | - Elizabeth A Velkoff
- Department of Psychology, Miami University, 90 N. Patterson Avenue, Oxford, OH 45056, United States
| | - Lauren N Forrest
- Department of Psychology, Miami University, 90 N. Patterson Avenue, Oxford, OH 45056, United States
| | - Lauren M Fussner
- Department of Psychology, Miami University, 90 N. Patterson Avenue, Oxford, OH 45056, United States
| | - April Smith
- Department of Psychology, Miami University, 90 N. Patterson Avenue, Oxford, OH 45056, United States
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Forrest LN, Zuromski KL, Dodd DR, Smith AR. Suicidality in adolescents and adults with binge-eating disorder: Results from the national comorbidity survey replication and adolescent supplement. Int J Eat Disord 2017; 50:40-49. [PMID: 27436659 DOI: 10.1002/eat.22582] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 06/07/2016] [Accepted: 06/13/2016] [Indexed: 01/22/2023]
Abstract
OBJECTIVE The relation between binge-eating disorder (BED) and suicidality (i.e., suicide ideation, plan, and/or attempt) has not been studied extensively, and it is unknown whether BED is uniquely associated with suicidality when adjusting for comorbid psychopathology. Moreover, the course of suicidality in BED has not been determined and it is unknown whether BED precedes suicidality or vice versa. METHOD A total of 10,123 adolescents and 2,980 adults from two nationally representative surveys were administered diagnostic interviews assessing psychopathology and suicidality, as well the retrospectively reported ages of onset. RESULTS Among adults and adolescents, BED was associated with elevated odds of suicide ideation, plan, and attempt at a univariate level, but BED was not associated with elevated odds of suicidality when adjusting for comorbid psychopathology. Kaplan-Meier estimates of temporal patterns displayed that most adolescents experienced suicidality onset following BED onset, whereas most adults experienced suicidality onset prior to BED onset. DISCUSSION BED, comorbid disorders, and suicidality share common factors and interrelations, and individuals with BED and comorbid disorders may be at particularly high risk for suicidal outcomes. The presence of BED in adolescence may serve as a marker for more severe symptomatology that precedes the occurrence of suicidality. Research is needed to understand how eating disorder symptoms, comorbid symptoms, and suicidality affect one another over time. © 2016 Wiley Periodicals, Inc. (Int J Eat Disord 2017; 50:40-49).
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Affiliation(s)
| | | | - Dorian R Dodd
- Department of Psychology, Miami University, Oxford, Ohio, 45056
| | - April R Smith
- Department of Psychology, Miami University, Oxford, Ohio, 45056
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Forrest LN, Smith AR, White RD, Joiner TE. (Dis)connected: An examination of interoception in individuals with suicidality. J Abnorm Psychol 2016; 124:754-63. [PMID: 26147323 DOI: 10.1037/abn0000074] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Sensing one's internal physiological sensations is a process known as interoception. Several lines of research suggest that poor interoception may facilitate engagement in dangerous self-harm. In 2 studies, we investigated interoceptive abilities in individuals with differing degrees of suicidality. In Study 1, we compared interoception in controls (n = 27) and suicide ideators (n = 35), planners (n = 14), and attempters (n = 30). We found that those with suicidality had worse interoception than controls. Further, attempters reported worse interoception than planners or ideators. In Study 2, we compared interoception in psychiatric outpatients who had (n = 136) or had not (n = 459) attempted suicide. Again, we found that attempters reported worse interoception than nonattempters. In addition, we found that recent attempts were more strongly associated with interoceptive deficits than distant attempts. Together, our findings suggest that interoception is impaired in individuals with suicidality. Furthermore, the extent to which interoception is disturbed may differentiate not only between those who desire suicide from those who attempt suicide, but also between recent and distant suicide attempters. Impaired interoception may be important for engaging in serious self-injury; thus, reestablishing one's connection to the body may aid in the prevention of suicidal behavior.
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Smith AR, Dodd DR, Forrest LN, Witte TK, Bodell L, Ribeiro JD, Goodwin N, Siegfried N, Bartlett M. Does the interpersonal-Psychological theory of suicide provide a useful framework for understanding suicide risk among eating disorder patients? A test of the validity of the IPTS. Int J Eat Disord 2016; 49:1082-1086. [PMID: 27528050 DOI: 10.1002/eat.22588] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Revised: 06/29/2016] [Accepted: 07/01/2016] [Indexed: 11/10/2022]
Abstract
OBJECTIVE The current study tested whether the Interpersonal-Psychological Theory of Suicide (IPTS) provides a useful framework for understanding elevated suicide rates among individuals with eating disorders (EDs). METHOD Based on predictions of the IPTS, we tested whether the combination of thwarted belongingness and perceived burdensomeness was associated with suicidal desire, and whether the combination of thwarted belongingness, perceived burdensomeness, and fearlessness about death was associated with past suicide attempts in an ED sample (n = 100). We also compared these IPTS constructs in an ED sample versus general psychiatric inpatients (n = 85) and college students (i.e., non-clinical comparison group; n = 93). RESULTS Within the ED sample, no hypothesized interactions were found, but perceived burdensomeness was associated with suicidal desire, and perceived burdensomeness and fearlessness about death were associated with past suicide attempts. The ED and psychiatric samples had greater thwarted belongingness, perceived burdensomeness, and suicidal desire than the non-clinical comparison group. DISCUSSION The IPTS constructs of perceived burdensomeness and fearlessness about death appear to explain some facets of suicidality among people with EDs, but overall, support for the IPTS was limited. Future research on EDs and suicidality should look beyond the IPTS and consider other biological and sociocultural factors for suicide. © 2016 Wiley Periodicals, Inc. (Int J Eat Disord 2016; 49:1082-1086).
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Affiliation(s)
- April R Smith
- Department of Psychology, Miami University, Oxford, Ohio
| | - Dorian R Dodd
- Department of Psychology, Miami University, Oxford, Ohio
| | | | - Tracy K Witte
- Department of Psychology, Auburn University, Auburn, Alabama
| | - Lindsay Bodell
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Jessica D Ribeiro
- Department of Psychological Sciences, Vanderbilt University, Nashville, Tennessee
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Velkoff EA, Forrest LN, Dodd DR, Smith AR. I Can Stomach That! Fearlessness About Death Predicts Attenuated Facial Electromyography Activity in Response to Death-Related Images. Suicide Life Threat Behav 2016; 46:313-22. [PMID: 26436594 DOI: 10.1111/sltb.12194] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 08/01/2015] [Indexed: 10/23/2022]
Abstract
Objective measures of suicide risk can convey life-saving information to clinicians, but few such measures exist. This study examined an objective measure of fearlessness about death (FAD), testing whether FAD relates to self-reported and physiological aversion to death. Females (n = 87) reported FAD and disgust sensitivity, and facial electromyography was used to measure physiological facial responses consistent with disgust while viewing death-related images. FAD predicted attenuated expression of physiological death aversion, even when controlling for self-reported death-related disgust sensitivity. Diminished physiological aversion to death-related stimuli holds promise as an objective measure of FAD and suicide risk.
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Affiliation(s)
| | | | - Dorian R Dodd
- Department of Psychology, Miami University, Oxford, OH, USA
| | - April R Smith
- Department of Psychology, Miami University, Oxford, OH, USA
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Forrest LN, Bodell LP, Witte TK, Goodwin N, Bartlett ML, Siegfried N, Eddy KT, Thomas JJ, Franko DL, Smith AR. Associations between eating disorder symptoms and suicidal ideation through thwarted belongingness and perceived burdensomeness among eating disorder patients. J Affect Disord 2016; 195:127-35. [PMID: 26895090 DOI: 10.1016/j.jad.2016.02.017] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Revised: 01/14/2016] [Accepted: 02/06/2016] [Indexed: 12/29/2022]
Abstract
BACKGROUND Suicidal ideation is relatively common among people with eating disorders (EDs). The Interpersonal-Psychological Theory of Suicide holds that suicidal ideation has two proximal causes: thwarted belongingness and perceived burdensomeness. It is unknown which ED symptoms are positively associated with suicidal ideation, and whether thwarted belongingness and perceived burdensomeness explain those associations. METHOD We tested two parallel mediation models to determine whether current and lifetime ED symptoms were positively related to suicidal ideation through thwarted belongingness and perceived burdensomeness among ED patients (n=98), controlling for current depression. In each model, ED symptoms and depression were predictors, thwarted belongingness and perceived burdensomeness were mediators, and suicidal ideation was the outcome. RESULTS The first model included current symptoms; current body dissatisfaction (ab=0.04, 95% CI [0.01, 0.06]) and fasting (ab=0.12, 95% CI [0.01, 0.22]) were indirectly related to increased suicidal ideation through higher burdensomeness, controlling for depression. The second model included lifetime symptoms; lifetime fasting (ab=0.18, 95% CI [0.07, 0.29]) was indirectly related to increased suicidal ideation through higher burdensomeness, controlling for depression. LIMITATIONS The sample size prevented the use of latent variables for thwarted belongingness and perceived burdensomeness, and the cross-sectional data prevented testing for bidirectional relations among ED symptoms, thwarted belongingness, perceived burdensomeness, and suicidal ideation. CONCLUSIONS Results underscore the importance of exploring transdiagnostic ED symptoms, including body dissatisfaction and fasting in particular, that may intensify burdensomeness and thereby contribute to suicidal ideation over and above depressive symptoms in this high-risk population.
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Affiliation(s)
- Lauren N Forrest
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056, United States
| | - Lindsay P Bodell
- University of Pittsburgh School of Medicine, M240 Scaife Hall, 3550 Terrace St, Pittsburgh, PA 15261, United States
| | - Tracy K Witte
- Department of Psychology, Auburn University, 226 Thach Hall, Auburn, AL 36849, United States
| | - Natalie Goodwin
- Eating Recovery Center of Washington, 1231 116th Ave NE, Bellevue, WA 98004, United States
| | - Mary L Bartlett
- Castlewood Treatment Center, 2807 Greystone Commercial Blvd #36, Birmingham, AL 35242, United States
| | - Nicole Siegfried
- Castlewood Treatment Center, 2807 Greystone Commercial Blvd #36, Birmingham, AL 35242, United States
| | - Kamryn T Eddy
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA 02114, United States; Department of Psychiatry, Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States
| | - Jennifer J Thomas
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA 02114, United States; Department of Psychiatry, Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States
| | - Debra L Franko
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA 02114, United States; Bouvé College of Health Sciences and Department of Counseling and Applied Educational Psychology, Northeastern University, 123 Behrakis Health Sciences Center, Boston, MA 02115, United States
| | - April R Smith
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056, United States.
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Forrest LN, Smith AR, Fussner LM, Dodd DR, Clerkin EM. Using implicit attitudes of exercise importance to predict explicit exercise dependence symptoms and exercise behaviors. Psychol Sport Exerc 2016; 22:91-97. [PMID: 26195916 PMCID: PMC4505176 DOI: 10.1016/j.psychsport.2015.06.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
OBJECTIVES "Fast" (i.e., implicit) processing is relatively automatic; "slow" (i.e., explicit) processing is relatively controlled and can override automatic processing. These different processing types often produce different responses that uniquely predict behaviors. In the present study, we tested if explicit, self-reported symptoms of exercise dependence and an implicit association of exercise as important predicted exercise behaviors and change in problematic exercise attitudes. DESIGN We assessed implicit attitudes of exercise importance and self-reported symptoms of exercise dependence at Time 1. Participants reported daily exercise behaviors for approximately one month, and then completed a Time 2 assessment of self-reported exercise dependence symptoms. METHOD Undergraduate males and females (Time 1, N = 93; Time 2, N = 74) tracked daily exercise behaviors for one month and completed an Implicit Association Test assessing implicit exercise importance and subscales of the Exercise Dependence Questionnaire (EDQ) assessing exercise dependence symptoms. RESULTS Implicit attitudes of exercise importance and Time 1 EDQ scores predicted Time 2 EDQ scores. Further, implicit exercise importance and Time 1 EDQ scores predicted daily exercise intensity while Time 1 EDQ scores predicted the amount of days exercised. CONCLUSION Implicit and explicit processing appear to uniquely predict exercise behaviors and attitudes. Given that different implicit and explicit processes may drive certain exercise factors (e.g., intensity and frequency, respectively), these behaviors may contribute to different aspects of exercise dependence.
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Affiliation(s)
- Lauren N. Forrest
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056
| | - April R. Smith
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056
- Correspondence concerning this article should be addressed to April R. Smith, Department of Psychology, Miami University, Oxford, OH 45056, USA. Telephone: +001 513-529-3751; Fax: +001 513-529-2420;
| | - Lauren M. Fussner
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056
| | - Dorian R. Dodd
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056
| | - Elise M. Clerkin
- Department of Psychology, Miami University, 90 N. Patterson Dr., Oxford, OH 45056
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Abstract
We tested the usefulness of combining the Interpersonal–Psychological Theory of Suicide and minority stress models in studying suicidality among sexual minority women. According to the Interpersonal–Psychological Theory of Suicide, perceptions of being a burden on others and feelings of failed belongingness predict suicidal ideation. In a sample of sexual minority women ( n = 51), we tested first, if the interaction of perceived burdensomeness and failed belongingness predicted lifetime suicidal behavior; second, if identity affirmation was negatively related to perceived burdensomeness and if this relation was moderated by disclosure; and third, if relationship satisfaction was negatively related to failed belongingness and if this relation was moderated by acceptance concerns. The proposed interaction of perceived burdensomeness and failed belongingness predicted lifetime suicide attempts. Moreover, among sexual minority women with greater disclosure of their sexual minority identities, low identity affirmation was related to higher perceived burdensomeness. For sexual minority women with high acceptance concerns, relationship satisfaction did not relate to lower feelings of failed belongingness. These findings suggest that sexual minority related stressors moderate risk factors for suicidality—in particular, perceptions of burdensomeness and failed belongingness. We suggest clinicians and others encourage sexual minority individuals to engage in activities that promote effectiveness and interpersonal closeness. Online slides for instructors who want to use this article for teaching are available to PWQ subscribers on PWQ's website at http://pwq.sagepub.com/supplemental
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Affiliation(s)
| | | | - Dorian R. Dodd
- Department of Psychology, Miami University, Oxford, OH, USA
| | - April R. Smith
- Department of Psychology, Miami University, Oxford, OH, USA
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Shi XF, Carlson PJ, Sung YH, Fiedler KK, Forrest LN, Hellem TL, Huber RS, Kim SE, Zuo C, Jeong EK, Renshaw PF, Kondo DG. Decreased brain PME/PDE ratio in bipolar disorder: a preliminary (31) P magnetic resonance spectroscopy study. Bipolar Disord 2015; 17:743-52. [PMID: 26477793 PMCID: PMC5495548 DOI: 10.1111/bdi.12339] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Accepted: 08/21/2015] [Indexed: 01/06/2023]
Abstract
OBJECTIVES The aim of the present study was to measure brain phosphorus-31 magnetic resonance spectroscopy ((31) P MRS) metabolite levels and the creatine kinase reaction forward rate constant (kf ) in subjects with bipolar disorder (BD). METHODS Subjects with bipolar euthymia (n = 14) or depression (n = 11) were recruited. Healthy comparison subjects (HC) (n = 23) were recruited and matched to subjects with BD on age, gender, and educational level. All studies were performed on a 3-Tesla clinical magnetic resonance imaging system using a (31) P/(1) H double-tuned volume head coil. (31) P spectra were acquired without (1) H-decoupling using magnetization-transfer image-selected in vivo spectroscopy. Metabolite ratios from a brain region that includes the frontal lobe, corpus callosum, thalamus, and occipital lobe are expressed as a percentage of the total phosphorus (TP) signal. Brain pH was also investigated. RESULTS Beta-nucleoside-triphosphate (β-NTP/TP) in subjects with bipolar depression was positively correlated with kf (p = 0.039, r(2) = 0.39); similar correlations were not observed in bipolar euthymia or HC. In addition, no differences in kf and brain pH were observed among the three diagnostic groups. A decrease in the ratio of phosphomonoesters to phosphodiesters (PME/PDE) was observed in subjects with bipolar depression relative to HC (p = 0.032). We also observed a trend toward an inverse correlation in bipolar depression characterized by decreased phosphocreatine and increased depression severity. CONCLUSIONS In our sample, kf was not altered in the euthymic or depressed mood state in BD. However, decreased PME/PDE in subjects with bipolar depression was consistent with differences in membrane turnover. These data provide preliminary support for alterations in phospholipid metabolism and mitochondrial function in bipolar depression.
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Affiliation(s)
- Xian-Feng Shi
- The Brain Institute, University of Utah, Salt Lake City, UT,Department of Psychiatry, University of Utah, Salt Lake City, UT
| | - Paul J Carlson
- The Brain Institute, University of Utah, Salt Lake City, UT,Department of Psychiatry, University of Utah, Salt Lake City, UT
| | - Young-Hoon Sung
- The Brain Institute, University of Utah, Salt Lake City, UT,Department of Psychiatry, University of Utah, Salt Lake City, UT
| | | | | | - Tracy L Hellem
- The Brain Institute, University of Utah, Salt Lake City, UT
| | | | - Seong-Eun Kim
- Department of Radiology, University of Utah, Salt Lake City, UT
| | - Chun Zuo
- Brain Imaging Center, McLean Hospital, Harvard Medical School, Belmont, MA, USA,Department of Psychiatry, Harvard Medical School, Belmont, MA, USA
| | - Eun-Kee Jeong
- Department of Radiology, University of Utah, Salt Lake City, UT,Department of Radiology, Korea University, Seoul, Korea
| | - Perry F Renshaw
- The Brain Institute, University of Utah, Salt Lake City, UT,Department of Psychiatry, University of Utah, Salt Lake City, UT,VISN 19 MIRECC, Salt Lake City Veterans Affairs Medical Center, Salt Lake City, UT, USA
| | - Douglas G Kondo
- The Brain Institute, University of Utah, Salt Lake City, UT,Department of Psychiatry, University of Utah, Salt Lake City, UT
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Kondo DG, Hellem TL, Shi XF, Sung YH, Prescot AP, Kim TS, Huber RS, Forrest LN, Renshaw PF. A review of MR spectroscopy studies of pediatric bipolar disorder. AJNR Am J Neuroradiol 2014; 35:S64-80. [PMID: 24557702 DOI: 10.3174/ajnr.a3844] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Pediatric bipolar disorder is a severe mental illness whose pathophysiology is poorly understood and for which there is an urgent need for improved diagnosis and treatment. MR spectroscopy is a neuroimaging method capable of in vivo measurement of neurochemicals relevant to bipolar disorder neurobiology. MR spectroscopy studies of adult bipolar disorder provide consistent evidence for alterations in the glutamate system and mitochondrial function. In bipolar disorder, these 2 phenomena may be linked because 85% of glucose in the brain is consumed by glutamatergic neurotransmission and the conversion of glutamate to glutamine. The purpose of this article is to review the MR spectroscopic imaging literature in pediatric bipolar disorder, at-risk samples, and severe mood dysregulation, with a focus on the published findings that are relevant to glutamatergic and mitochondrial functioning. Potential directions for future MR spectroscopy studies of the glutamate system and mitochondrial dysfunction in pediatric bipolar disorder are discussed.
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Affiliation(s)
- D G Kondo
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, UtahDepartments of Psychiatry (D.G.K., X.F.S., Y.H.S., P.F.R.)
| | - T L Hellem
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, Utah
| | - X-F Shi
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, UtahDepartments of Psychiatry (D.G.K., X.F.S., Y.H.S., P.F.R.)
| | - Y H Sung
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, UtahDepartments of Psychiatry (D.G.K., X.F.S., Y.H.S., P.F.R.)
| | - A P Prescot
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, UtahRadiology (A.P.P.), University of Utah School of Medicine, Salt Lake City, Utah
| | - T S Kim
- and Department of Psychiatry (T.S.K.), Catholic University of Korea Graduate School of Medicine, Seoul, Republic of Korea
| | - R S Huber
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, Utah
| | - L N Forrest
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, Utah
| | - P F Renshaw
- From The Brain Institute (D.G.K., T.L.H., X.F.S., Y.H.S., A.P.P., R.S.H., L.N.F., P.F.R), University of Utah, Salt Lake City, UtahDepartments of Psychiatry (D.G.K., X.F.S., Y.H.S., P.F.R.)Veterans Integrated Service Network 19 Mental Illness Research (P.F.R.), Education and Clinical Center, VA Salt Lake City Health Care System, Salt Lake City, Utah
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Shi XF, Forrest LN, Kuykendall MD, Prescot AP, Sung YH, Huber RS, Hellem TL, Jeong EK, Renshaw PF, Kondo DG. Anterior cingulate cortex choline levels in female adolescents with unipolar versus bipolar depression: a potential new tool for diagnosis. J Affect Disord 2014; 167:25-9. [PMID: 25082110 PMCID: PMC4699311 DOI: 10.1016/j.jad.2014.05.051] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2014] [Accepted: 05/23/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND Delayed diagnosis in bipolar disorder (BD) due to misdiagnosis as major depressive disorder (MDD) is a significant public health concern. Thus, identification of relevant diagnostic biomarkers is a critical unmet need, particularly early in the course of illness. The anterior cingulate cortex (ACC) is thought to play an important role in mood disorder pathophysiology. Case-control studies utilizing proton-1 magnetic resonance spectroscopy ((1)H-MRS) have found increased total choline levels in several brain regions in MDD. However, there are no published (1)H-MRS reports directly comparing adolescents with MDD and BD. We hypothesized that ACC choline levels would be increased in adolescents with unipolar versus bipolar depression. METHODS We studied depressed adolescents with MDD (n=28; mean age 17.0±2.1 years) and BD (n=9; 17.3±3.1 years). A Siemens Verio 3-Tesla clinical MRI system was used to acquire scans, using a single-voxel PRESS sequence. The voxel (18.75 cm(3)) was positioned on the ACC in the midsagittal plane. To remove potential gender effects, only female adolescent participants were included. Data were analyzed using the ANOVA and post-hoc Tukey tests. RESULTS A significantly increased ACC choline/creatine ratio was observed in participants with MDD (mean=0.253±0.021) compared to BD (mean=0.219±0.020) (p=0.0002). There were no significant differences in the other (1)H-MRS metabolites. LIMITATIONS Cross sectional design, single gender sample, limited sample size. CONCLUSIONS The present findings suggest that ACC total choline may have the potential to serve as a diagnostic biomarker in adolescent mood disorders.
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Affiliation(s)
- Xian-Feng Shi
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA; Department of Psychiatry, University of Utah, School of Medicine, Salt Lake City, UT, USA.
| | - Lauren N. Forrest
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA
| | - M. Danielle Kuykendall
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA
| | - Andrew P. Prescot
- Department of Radiology, University of Utah, School of Medicine, Salt Lake City, UT, USA
| | - Young-Hoon Sung
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA,Department of Psychiatry, University of Utah, School of Medicine, Salt Lake City, UT, USA
| | - Rebekah S. Huber
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA
| | - Tracy L. Hellem
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA
| | - Eun-Kee Jeong
- Department of Radiology, University of Utah, School of Medicine, Salt Lake City, UT, USA
| | - Perry F. Renshaw
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA,Department of Psychiatry, University of Utah, School of Medicine, Salt Lake City, UT, USA,VISN 19 Mental Illness Research, Education and Clinical Center (MIRECC), George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA
| | - Douglas G. Kondo
- The Brain Institute, University of Utah, 383 Colorow Drive, Salt Lake City, UT 84108, USA,Department of Psychiatry, University of Utah, School of Medicine, Salt Lake City, UT, USA,VISN 19 Mental Illness Research, Education and Clinical Center (MIRECC), George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA
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