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Published in: BioPsychoSocial Medicine 1/2018

Open Access 01-12-2018 | Research

Neural correlates of body comparison and weight estimation in weight-recovered anorexia nervosa: a functional magnetic resonance imaging study

Authors: Naoki Kodama, Yoshiya Moriguchi, Aya Takeda, Motonari Maeda, Tetsuya Ando, Hiroe Kikuchi, Motoharu Gondo, Hiroaki Adachi, Gen Komaki

Published in: BioPsychoSocial Medicine | Issue 1/2018

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Abstract

Background

The neural mechanisms underlying body dissatisfaction and emotional problems evoked by social comparisons in patients with anorexia nervosa (AN) are currently unclear. Here, we elucidate patterns of brain activation among recovered patients with AN (recAN) during body comparison and weight estimation with functional magnetic resonance imaging (fMRI).

Methods

We used fMRI to examine 12 patients with recAN and 13 healthy controls while they performed body comparison and weight estimation tasks with images of underweight, healthy weight, and overweight female bodies. In the body comparison task, participants rated their anxiety levels while comparing their own body with the presented image. In the weight estimation task, participants estimated the weight of the body in the presented image. We used between-group region of interest (ROI) analyses of the blood oxygen level dependent (BOLD) signal to analyze differences in brain activation patterns between the groups. In addition, to investigate activation outside predetermined ROIs, we performed an exploratory whole-brain analysis to identify group differences.

Results

We found that, compared to healthy controls, patients with recAN exhibited significantly greater activation in the pregenual anterior cingulate cortex (pgACC) when comparing their own bodies with images of underweight female bodies. In addition, we found that, compared with healthy controls, patients with recAN exhibited significantly smaller activation in the middle temporal gyrus corresponding to the extrastriate body area (EBA) when comparing their own bodies, irrespective of weight, during self-other comparisons of body shape.

Conclusions

Our findings from a group of patients with recAN suggest that the pathology of AN may lie in an inability to regulate negative affect in response to body images via pgACC activation during body comparisons. The findings also suggest that altered body image processing in the brain persists even after recovery from AN.
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Literature
1.
go back to reference Jacobi C, et al. Coming to terms with risk factors for eating disorders: application of risk terminology and suggestions for a general taxonomy. Psychol Bull. 2004;130(1):19–65.CrossRef Jacobi C, et al. Coming to terms with risk factors for eating disorders: application of risk terminology and suggestions for a general taxonomy. Psychol Bull. 2004;130(1):19–65.CrossRef
2.
go back to reference Stice E. Risk and maintenance factors for eating pathology: a meta-analytic review. Psychol Bull. 2002;128(5):825–48.CrossRef Stice E. Risk and maintenance factors for eating pathology: a meta-analytic review. Psychol Bull. 2002;128(5):825–48.CrossRef
3.
go back to reference Stice E, Shaw HE. Role of body dissatisfaction in the onset and maintenance of eating pathology: a synthesis of research findings. J Psychosom Res. 2002;53(5):985–93.CrossRef Stice E, Shaw HE. Role of body dissatisfaction in the onset and maintenance of eating pathology: a synthesis of research findings. J Psychosom Res. 2002;53(5):985–93.CrossRef
4.
go back to reference Groesz LM, Levine MP, Murnen SK. The effect of experimental presentation of thin media images on body satisfaction: a meta-analytic review. Int J Eat Disord. 2002;31(1):1–16.CrossRef Groesz LM, Levine MP, Murnen SK. The effect of experimental presentation of thin media images on body satisfaction: a meta-analytic review. Int J Eat Disord. 2002;31(1):1–16.CrossRef
5.
go back to reference Thompson JK, et al. Exacting beauty: theory, assessment, and treatment of body image disturbance. Washington, DC: American Psychological Association; 1999.CrossRef Thompson JK, et al. Exacting beauty: theory, assessment, and treatment of body image disturbance. Washington, DC: American Psychological Association; 1999.CrossRef
6.
go back to reference Brown A, Dittmar H. Think “thin” and feel bad: the role of appearance schema activation, attention level, and thin–ideal internalization for young women’s responses to ultra–thin media ideals. J Soc Clin Psychol. 2005;24(8):1088–113.CrossRef Brown A, Dittmar H. Think “thin” and feel bad: the role of appearance schema activation, attention level, and thin–ideal internalization for young women’s responses to ultra–thin media ideals. J Soc Clin Psychol. 2005;24(8):1088–113.CrossRef
7.
go back to reference Grabe S, Ward LM, Hyde JS. The role of the media in body image concerns among women: a meta-analysis of experimental and correlational studies. Psychol Bull. 2008;134(3):460–76.CrossRef Grabe S, Ward LM, Hyde JS. The role of the media in body image concerns among women: a meta-analysis of experimental and correlational studies. Psychol Bull. 2008;134(3):460–76.CrossRef
8.
go back to reference Festinger L. A theory of social comparison processes. Hum Relat. 1954;7(2):117–40.CrossRef Festinger L. A theory of social comparison processes. Hum Relat. 1954;7(2):117–40.CrossRef
9.
go back to reference Hamel AE, et al. Body-related social comparison and disordered eating among adolescent females with an eating disorder, depressive disorder, and healthy controls. Nutrients. 2012;4(9):1260–72.CrossRef Hamel AE, et al. Body-related social comparison and disordered eating among adolescent females with an eating disorder, depressive disorder, and healthy controls. Nutrients. 2012;4(9):1260–72.CrossRef
10.
go back to reference Friederich HC, et al. Neural correlates of body dissatisfaction in anorexia nervosa. Neuropsychologia. 2010;48(10):2878–85.CrossRef Friederich HC, et al. Neural correlates of body dissatisfaction in anorexia nervosa. Neuropsychologia. 2010;48(10):2878–85.CrossRef
11.
go back to reference Strigo IA, et al. Altered insula activation during pain anticipation in individuals recovered from anorexia nervosa: evidence of interoceptive dysregulation. Int J Eat Disord. 2013;46(1):23–33.CrossRef Strigo IA, et al. Altered insula activation during pain anticipation in individuals recovered from anorexia nervosa: evidence of interoceptive dysregulation. Int J Eat Disord. 2013;46(1):23–33.CrossRef
12.
go back to reference Wagner A, et al. Altered reward processing in women recovered from anorexia nervosa. Am J Psychiatry. 2007;164(12):1842–9.CrossRef Wagner A, et al. Altered reward processing in women recovered from anorexia nervosa. Am J Psychiatry. 2007;164(12):1842–9.CrossRef
13.
go back to reference Sheng M, et al. Cerebral perfusion differences in women currently with and recovered from anorexia nervosa. Psychiatry Res. 2015;232(2):175–83.CrossRef Sheng M, et al. Cerebral perfusion differences in women currently with and recovered from anorexia nervosa. Psychiatry Res. 2015;232(2):175–83.CrossRef
14.
go back to reference Wagner A, et al. Personality traits after recovery from eating disorders: do subtypes differ? Int J Eat Disord. 2006;39(4):276–84.CrossRef Wagner A, et al. Personality traits after recovery from eating disorders: do subtypes differ? Int J Eat Disord. 2006;39(4):276–84.CrossRef
15.
go back to reference Frank GK, et al. Alterations in brain structures related to taste reward circuitry in ill and recovered anorexia nervosa and in bulimia nervosa. Am J Psychiatry. 2013;170(10):1152–60.CrossRef Frank GK, et al. Alterations in brain structures related to taste reward circuitry in ill and recovered anorexia nervosa and in bulimia nervosa. Am J Psychiatry. 2013;170(10):1152–60.CrossRef
16.
go back to reference Rosen JC, et al. Development of a body image avoidance questionnaire. Psychol Assess. 1991;3(1):32.CrossRef Rosen JC, et al. Development of a body image avoidance questionnaire. Psychol Assess. 1991;3(1):32.CrossRef
17.
go back to reference Friederich HC, et al. I’m not as slim as that girl: neural bases of body shape self-comparison to media images. Neuroimage. 2007;37(2):674–81.CrossRef Friederich HC, et al. I’m not as slim as that girl: neural bases of body shape self-comparison to media images. Neuroimage. 2007;37(2):674–81.CrossRef
18.
go back to reference Sheehan, D.V., et al. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59 Suppl 20:22-33. Sheehan, D.V., et al. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59 Suppl 20:22-33.
19.
go back to reference Otsubo T, et al. Reliability and validity of japanese version of the mini-international neuropsychiatric interview. Psychiatry Clin Neurosci. 2005;59(5):517–26.CrossRef Otsubo T, et al. Reliability and validity of japanese version of the mini-international neuropsychiatric interview. Psychiatry Clin Neurosci. 2005;59(5):517–26.CrossRef
20.
go back to reference Fladung AK, et al. A neural signature of anorexia nervosa in the ventral striatal reward system. Am J Psychiatry. 2010;167(2):206–12.CrossRef Fladung AK, et al. A neural signature of anorexia nervosa in the ventral striatal reward system. Am J Psychiatry. 2010;167(2):206–12.CrossRef
21.
go back to reference Pruis TA, Keel PK, Janowsky JS. Recovery from anorexia nervosa includes neural compensation for negative body image. Int J Eat Disord. 2012;45(8):919–31.CrossRef Pruis TA, Keel PK, Janowsky JS. Recovery from anorexia nervosa includes neural compensation for negative body image. Int J Eat Disord. 2012;45(8):919–31.CrossRef
22.
go back to reference Morris JP, Pelphrey KA, McCarthy G. Occipitotemporal activation evoked by the perception of human bodies is modulated by the presence or absence of the face. Neuropsychologia. 2006;44(10):1919–27.CrossRef Morris JP, Pelphrey KA, McCarthy G. Occipitotemporal activation evoked by the perception of human bodies is modulated by the presence or absence of the face. Neuropsychologia. 2006;44(10):1919–27.CrossRef
23.
go back to reference Vocks S, et al. Neural correlates of viewing photographs of one’s own body and another woman’s body in anorexia and bulimia nervosa: an fMRI study. J Psychiatry Neurosci. 2010;35(3):163–76.CrossRef Vocks S, et al. Neural correlates of viewing photographs of one’s own body and another woman’s body in anorexia and bulimia nervosa: an fMRI study. J Psychiatry Neurosci. 2010;35(3):163–76.CrossRef
24.
go back to reference Fairburn CG, Beglin SJ. Assessment of eating disorders: interview or self-report questionnaire? Int J Eat Disord. 1994;16(4):363–70.PubMed Fairburn CG, Beglin SJ. Assessment of eating disorders: interview or self-report questionnaire? Int J Eat Disord. 1994;16(4):363–70.PubMed
25.
go back to reference Mitsui T, Yoshida T, Komaki G. Psychometric properties of the eating disorder examination-questionnaire in Japanese adolescents. Biopsychosoc Med. 2017;11:9.CrossRef Mitsui T, Yoshida T, Komaki G. Psychometric properties of the eating disorder examination-questionnaire in Japanese adolescents. Biopsychosoc Med. 2017;11:9.CrossRef
26.
go back to reference Garner DM. Eating Disorder Inventory–2 (EDI–2). Odessa, Florida: Psychological Assessment Resources; 1991. Garner DM. Eating Disorder Inventory–2 (EDI–2). Odessa, Florida: Psychological Assessment Resources; 1991.
27.
go back to reference Ando T, et al. Variations in the preproghrelin gene correlate with higher body mass index, fat mass, and body dissatisfaction in young Japanese women. Am J Clin Nutr. 2007;86(1):25–32.CrossRef Ando T, et al. Variations in the preproghrelin gene correlate with higher body mass index, fat mass, and body dissatisfaction in young Japanese women. Am J Clin Nutr. 2007;86(1):25–32.CrossRef
28.
go back to reference Beck A, et al. Manual for Beck Depression Inventory-Second Edition (Japanese edition). Tokyo: Nihon Bunka Kagakusha; 2003. Beck A, et al. Manual for Beck Depression Inventory-Second Edition (Japanese edition). Tokyo: Nihon Bunka Kagakusha; 2003.
29.
go back to reference Kojima M, et al. Cross-cultural validation of the Beck depression inventory-II in Japan. Psychiatry Res. 2002;110(3):291–9.CrossRef Kojima M, et al. Cross-cultural validation of the Beck depression inventory-II in Japan. Psychiatry Res. 2002;110(3):291–9.CrossRef
30.
go back to reference Spielberger CD, Gorsuch R, Lushene RE. Manual for the State Trait Anxiety Inventory. Mountain View, California: Counsulting Psychologist Press; 1983. Spielberger CD, Gorsuch R, Lushene RE. Manual for the State Trait Anxiety Inventory. Mountain View, California: Counsulting Psychologist Press; 1983.
31.
go back to reference Katsuharu N, Tadanobu M. Development and validation of Japanese version of state-trait anxiety inventory : a study with female subjects. Jpn J Psycho Med. 1982;22(2):107–12. Katsuharu N, Tadanobu M. Development and validation of Japanese version of state-trait anxiety inventory : a study with female subjects. Jpn J Psycho Med. 1982;22(2):107–12.
32.
go back to reference Matsuoka K, et al. Estimation of premorbid IQ in individuals with Alzheimer’s disease using Japanese ideographic script (kanji) compound words: Japanese version of National Adult Reading Test. Psychiatry Clin Neurosci. 2006;60(3):332–9.CrossRef Matsuoka K, et al. Estimation of premorbid IQ in individuals with Alzheimer’s disease using Japanese ideographic script (kanji) compound words: Japanese version of National Adult Reading Test. Psychiatry Clin Neurosci. 2006;60(3):332–9.CrossRef
33.
go back to reference Brett M, et al. Region of interest analysis using an SPM toolbox. Sendai: 8th international conference on functional mapping of the human brain; 2002. Brett M, et al. Region of interest analysis using an SPM toolbox. Sendai: 8th international conference on functional mapping of the human brain; 2002.
34.
go back to reference Woo CW, Krishnan A, Wager TD. Cluster-extent based thresholding in fMRI analyses: pitfalls and recommendations. Neuroimage. 2014;91:412–9.CrossRef Woo CW, Krishnan A, Wager TD. Cluster-extent based thresholding in fMRI analyses: pitfalls and recommendations. Neuroimage. 2014;91:412–9.CrossRef
35.
go back to reference Srinivasagam NM, et al. Persistent perfectionism, symmetry, and exactness after long-term recovery from anorexia nervosa. Am J Psychiatry. 1995;152(11):1630–4.CrossRef Srinivasagam NM, et al. Persistent perfectionism, symmetry, and exactness after long-term recovery from anorexia nervosa. Am J Psychiatry. 1995;152(11):1630–4.CrossRef
36.
go back to reference Downing PE, et al. A cortical area selective for visual processing of the human body. Science. 2001;293(5539):2470–3.CrossRef Downing PE, et al. A cortical area selective for visual processing of the human body. Science. 2001;293(5539):2470–3.CrossRef
37.
go back to reference Suchan B, et al. Reduction of gray matter density in the extrastriate body area in women with anorexia nervosa. Behav Brain Res. 2010;206(1):63–7.CrossRef Suchan B, et al. Reduction of gray matter density in the extrastriate body area in women with anorexia nervosa. Behav Brain Res. 2010;206(1):63–7.CrossRef
38.
go back to reference Uher R, et al. Functional neuroanatomy of body shape perception in healthy and eating-disordered women. Biol Psychiatry. 2005;58(12):990–7.CrossRef Uher R, et al. Functional neuroanatomy of body shape perception in healthy and eating-disordered women. Biol Psychiatry. 2005;58(12):990–7.CrossRef
39.
go back to reference Suchan B, et al. Reduced connectivity between the left fusiform body area and the extrastriate body area in anorexia nervosa is associated with body image distortion. Behav Brain Res. 2013;241:80–5.CrossRef Suchan B, et al. Reduced connectivity between the left fusiform body area and the extrastriate body area in anorexia nervosa is associated with body image distortion. Behav Brain Res. 2013;241:80–5.CrossRef
40.
go back to reference Downing PE, et al. The role of the extrastriate body area in action perception. Soc Neurosci. 2006;1(1):52–62.CrossRef Downing PE, et al. The role of the extrastriate body area in action perception. Soc Neurosci. 2006;1(1):52–62.CrossRef
41.
go back to reference Urgesi C, Berlucchi G, Aglioti SM. Magnetic stimulation of extrastriate body area impairs visual processing of nonfacial body parts. Curr Biol. 2004;14(23):2130–4.CrossRef Urgesi C, Berlucchi G, Aglioti SM. Magnetic stimulation of extrastriate body area impairs visual processing of nonfacial body parts. Curr Biol. 2004;14(23):2130–4.CrossRef
42.
go back to reference Carter JC, et al. Relapse in anorexia nervosa: a survival analysis. Psychol Med. 2004;34(4):671–9.CrossRef Carter JC, et al. Relapse in anorexia nervosa: a survival analysis. Psychol Med. 2004;34(4):671–9.CrossRef
43.
go back to reference Keel PK, et al. Postremission predictors of relapse in women with eating disorders. Am J Psychiatry. 2005;162(12):2263–8.CrossRef Keel PK, et al. Postremission predictors of relapse in women with eating disorders. Am J Psychiatry. 2005;162(12):2263–8.CrossRef
44.
go back to reference Etkin A, et al. Toward a neurobiology of psychotherapy: basic science and clinical applications. J Neuropsychiatry Clin Neurosci. 2005;17(2):145–58.CrossRef Etkin A, et al. Toward a neurobiology of psychotherapy: basic science and clinical applications. J Neuropsychiatry Clin Neurosci. 2005;17(2):145–58.CrossRef
45.
go back to reference Nitschke JB, Mackiewicz KL. Prefrontal and anterior cingulate contributions to volition in depression. Int Rev Neurobiol. 2005;67:73–94.CrossRef Nitschke JB, Mackiewicz KL. Prefrontal and anterior cingulate contributions to volition in depression. Int Rev Neurobiol. 2005;67:73–94.CrossRef
46.
go back to reference Brambilla F, et al. Persistent amenorrhoea in weight-recovered anorexics: psychological and biological aspects. Psychiatry Res. 2003;118(3):249–57.CrossRef Brambilla F, et al. Persistent amenorrhoea in weight-recovered anorexics: psychological and biological aspects. Psychiatry Res. 2003;118(3):249–57.CrossRef
47.
go back to reference Schneider N, et al. Psychopathology in underweight and weight-recovered females with anorexia nervosa. Eat Weight Disord. 2009;14(4):e205–11.CrossRef Schneider N, et al. Psychopathology in underweight and weight-recovered females with anorexia nervosa. Eat Weight Disord. 2009;14(4):e205–11.CrossRef
48.
go back to reference Brockhoff M, et al. Cultural differences in body dissatisfaction: Japanese adolescents compared with adolescents from China, Malaysia, Australia, Tonga, and Fiji. Asian J Soc Psychol. 2016;19(4):385–94.CrossRef Brockhoff M, et al. Cultural differences in body dissatisfaction: Japanese adolescents compared with adolescents from China, Malaysia, Australia, Tonga, and Fiji. Asian J Soc Psychol. 2016;19(4):385–94.CrossRef
49.
go back to reference Bastiani AM, et al. Perfectionism in anorexia nervosa. Int J Eat Disord. 1995;17(2):147–52.CrossRef Bastiani AM, et al. Perfectionism in anorexia nervosa. Int J Eat Disord. 1995;17(2):147–52.CrossRef
50.
go back to reference Sullivan PF, et al. Outcome of anorexia nervosa: a case-control study. Am J Psychiatry. 1998;155(7):939–46.CrossRef Sullivan PF, et al. Outcome of anorexia nervosa: a case-control study. Am J Psychiatry. 1998;155(7):939–46.CrossRef
51.
go back to reference Karlsson GP, Clinton D, Nevonen L. Prediction of weight increase in anorexia nervosa. Nord J Psychiatry. 2013;67(6):424–32.CrossRef Karlsson GP, Clinton D, Nevonen L. Prediction of weight increase in anorexia nervosa. Nord J Psychiatry. 2013;67(6):424–32.CrossRef
52.
go back to reference Anderluh MB, et al. Childhood obsessive-compulsive personality traits in adult women with eating disorders: defining a broader eating disorder phenotype. Am J Psychiatry. 2003;160(2):242–7.CrossRef Anderluh MB, et al. Childhood obsessive-compulsive personality traits in adult women with eating disorders: defining a broader eating disorder phenotype. Am J Psychiatry. 2003;160(2):242–7.CrossRef
53.
go back to reference Fairburn CG, et al. Risk factors for anorexia nervosa: three integrated case-control comparisons. Arch Gen Psychiatry. 1999;56(5):468–76.CrossRef Fairburn CG, et al. Risk factors for anorexia nervosa: three integrated case-control comparisons. Arch Gen Psychiatry. 1999;56(5):468–76.CrossRef
54.
go back to reference Silver MA, Ress D, Heeger DJ. Neural correlates of sustained spatial attention in human early visual cortex. J Neurophysiol. 2007;97(1):229–37.CrossRef Silver MA, Ress D, Heeger DJ. Neural correlates of sustained spatial attention in human early visual cortex. J Neurophysiol. 2007;97(1):229–37.CrossRef
55.
go back to reference Ress D, Backus BT, Heeger DJ. Activity in primary visual cortex predicts performance in a visual detection task. Nat Neurosci. 2000;3(9):940–5.CrossRef Ress D, Backus BT, Heeger DJ. Activity in primary visual cortex predicts performance in a visual detection task. Nat Neurosci. 2000;3(9):940–5.CrossRef
56.
go back to reference Gilon Mann T, et al. Different attention bias patterns in anorexia nervosa restricting and binge/purge types. Eur Eat Disord Rev. 2018;26(4):293–301.CrossRef Gilon Mann T, et al. Different attention bias patterns in anorexia nervosa restricting and binge/purge types. Eur Eat Disord Rev. 2018;26(4):293–301.CrossRef
57.
go back to reference Wright CI, et al. Differential prefrontal cortex and amygdala habituation to repeatedly presented emotional stimuli. Neuroreport. 2001;12(2):379–83.CrossRef Wright CI, et al. Differential prefrontal cortex and amygdala habituation to repeatedly presented emotional stimuli. Neuroreport. 2001;12(2):379–83.CrossRef
58.
go back to reference Plichta MM, et al. Amygdala habituation: a reliable fMRI phenotype. Neuroimage. 2014;103:383–90.CrossRef Plichta MM, et al. Amygdala habituation: a reliable fMRI phenotype. Neuroimage. 2014;103:383–90.CrossRef
59.
go back to reference Wagner A, et al. Normal brain tissue volumes after long-term recovery in anorexia and bulimia nervosa. Biol Psychiatry. 2006;59(3):291–3.CrossRef Wagner A, et al. Normal brain tissue volumes after long-term recovery in anorexia and bulimia nervosa. Biol Psychiatry. 2006;59(3):291–3.CrossRef
Metadata
Title
Neural correlates of body comparison and weight estimation in weight-recovered anorexia nervosa: a functional magnetic resonance imaging study
Authors
Naoki Kodama
Yoshiya Moriguchi
Aya Takeda
Motonari Maeda
Tetsuya Ando
Hiroe Kikuchi
Motoharu Gondo
Hiroaki Adachi
Gen Komaki
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BioPsychoSocial Medicine / Issue 1/2018
Electronic ISSN: 1751-0759
DOI
https://doi.org/10.1186/s13030-018-0134-z

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