1
|
Berchio C, Kumar SS, Micali N. EEG Spatial-temporal Dynamics of Resting-state Activity in Young Women with Anorexia Nervosa: Preliminary Evidence. Brain Topogr 2024; 37:447-460. [PMID: 37615798 DOI: 10.1007/s10548-023-01001-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 08/14/2023] [Indexed: 08/25/2023]
Abstract
The aim of this study was to provide preliminary evidence on temporal dynamics of resting-state brain networks in youth with anorexia nervosa (AN) using electroencephalography (EEG). Resting-state EEG data were collected in 18 young women with AN and 18 healthy controls (HC). Between-group differences in brain networks were assessed using microstates analyses. Five microstates were identified across all subjects (A, B, C, D, E). Using a single set of maps representative of the whole dataset, group differences were identified for microstates A, C, and E. A common-for-all template revealed a relatively high degree of consistency in results for reduced time coverage of microstate C, but also an increased presence of microstate class E. AN and HC had different microstate transition probabilities, largely involving microstate A. Using LORETA, for microstate D, we found that those with AN had augmented activations in the left frontal inferior operculum, left insula, and bilateral paracentral lobule, compared with HC. For microstate E, AN had augmented activations in the para-hippocampal gyrus, caudate, pallidum, cerebellum, and cerebellar vermis. Our findings suggest altered microstates in young women with AN associated with integration of sensory and bodily signals, monitoring of internal/external mental states, and self-referential processes. Future research should examine how EEG-derived microstates could be applied to develop diagnostic and prognostic models of AN.
Collapse
Affiliation(s)
- Cristina Berchio
- Group of Psychiatric Neuroscience, Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, Piazza Giulio Cesare, 11, 70121, Bari, Italy.
| | - Samika S Kumar
- Department of Psychology, University of Cambridge, Cambridge, UK
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD, USA
| | - Nadia Micali
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Mental Health Services in the Capital Region of Denmark, Eating Disorders Research Unit, Psychiatric Centre Ballerup, Ballerup, Denmark
- Institute of biological Psychiatry, Psykiatrisk Center Sct. Hans, Region Hovedstaden, Denmark
| |
Collapse
|
2
|
Sudo Y, Ota J, Takamura T, Kamashita R, Hamatani S, Numata N, Chhatkuli RB, Yoshida T, Takahashi J, Kitagawa H, Matsumoto K, Masuda Y, Nakazato M, Sato Y, Hamamoto Y, Shoji T, Muratsubaki T, Sugiura M, Fukudo S, Kawabata M, Sunada M, Noda T, Tose K, Isobe M, Kodama N, Kakeda S, Takahashi M, Takakura S, Gondo M, Yoshihara K, Moriguchi Y, Shimizu E, Sekiguchi A, Hirano Y. Comprehensive elucidation of resting-state functional connectivity in anorexia nervosa by a multicenter cross-sectional study. Psychol Med 2024:1-14. [PMID: 38500410 DOI: 10.1017/s0033291724000485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
BACKGROUND Previous research on the changes in resting-state functional connectivity (rsFC) in anorexia nervosa (AN) has been limited by an insufficient sample size, which reduced the reliability of the results and made it difficult to set the whole brain as regions of interest (ROIs). METHODS We analyzed functional magnetic resonance imaging data from 114 female AN patients and 135 healthy controls (HC) and obtained self-reported psychological scales, including eating disorder examination questionnaire 6.0. One hundred sixty-four cortical, subcortical, cerebellar, and network parcellation regions were considered as ROIs. We calculated the ROI-to-ROI rsFCs and performed group comparisons. RESULTS Compared to HC, AN patients showed 12 stronger rsFCs mainly in regions containing dorsolateral prefrontal cortex (DLPFC), and 33 weaker rsFCs primarily in regions containing cerebellum, within temporal lobe, between posterior fusiform cortex and lateral part of visual network, and between anterior cingulate cortex (ACC) and thalamus (p < 0.01, false discovery rate [FDR] correction). Comparisons between AN subtypes showed that there were stronger rsFCs between right lingual gyrus and right supracalcarine cortex and between left temporal occipital fusiform cortex and medial part of visual network in the restricting type compared to the binge/purging type (p < 0.01, FDR correction). CONCLUSION Stronger rsFCs in regions containing mainly DLPFC, and weaker rsFCs in regions containing primarily cerebellum, within temporal lobe, between posterior fusiform cortex and lateral part of visual network, and between ACC and thalamus, may represent categorical diagnostic markers discriminating AN patients from HC.
Collapse
Affiliation(s)
- Yusuke Sudo
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Department of Cognitive Behavioral Physiology, Chiba University, Chiba, Japan
- Department of Psychiatry, Chiba University Hospital, Chiba, Japan
| | - Junko Ota
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Applied MRI Research, Department of Molecular Imaging and Theranostics, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
| | - Tsunehiko Takamura
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Kodaira, Japan
| | - Rio Kamashita
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
| | - Sayo Hamatani
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
- Research Center for Child Mental Development, Fukui University, Eiheizi, Japan
| | - Noriko Numata
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
| | - Ritu Bhusal Chhatkuli
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Applied MRI Research, Department of Molecular Imaging and Theranostics, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
| | - Tokiko Yoshida
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
| | - Jumpei Takahashi
- Department of Psychiatry, Chiba Aoba Municipal Hospital, Chiba, Japan
| | - Hitomi Kitagawa
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
| | - Koji Matsumoto
- Department of Radiology, Chiba University Hospital, Chiba, Japan
| | - Yoshitada Masuda
- Department of Radiology, Chiba University Hospital, Chiba, Japan
| | - Michiko Nakazato
- Department of Psychiatry, School of Medicine, International University of Health and Welfare, Narita, Japan
| | - Yasuhiro Sato
- Department of Psychosomatic Medicine, Tohoku University Hospital, Sendai, Japan
| | - Yumi Hamamoto
- Department of Psychology, Northumbria University, Newcastle-upon-Tyne, UK
- Department of Human Brain Science, Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
| | - Tomotaka Shoji
- Department of Psychosomatic Medicine, Tohoku University Hospital, Sendai, Japan
- Department of Internal Medicine, Nagamachi Hospital, Sendai, Japan
- Department of Psychosomatic Medicine, Tohoku University School of Medicine, Sendai, Japan
| | - Tomohiko Muratsubaki
- Department of Psychosomatic Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Motoaki Sugiura
- Department of Human Brain Science, Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
- Cognitive Sciences Lab, International Research Institute of Disaster Science, Tohoku University, Sendai, Japan
| | - Shin Fukudo
- Department of Psychosomatic Medicine, Tohoku University Hospital, Sendai, Japan
- Department of Psychosomatic Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Michiko Kawabata
- Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Momo Sunada
- Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Tomomi Noda
- Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Keima Tose
- Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masanori Isobe
- Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Naoki Kodama
- Division of Psychosomatic Medicine, Department of Neurology, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Shingo Kakeda
- Department of Radiology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Masatoshi Takahashi
- Division of Psychosomatic Medicine, Department of Neurology, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Shu Takakura
- Department of Psychosomatic Medicine, Kyushu University Hospital, Fukuoka, Japan
| | - Motoharu Gondo
- Department of Psychosomatic Medicine, Kyushu University Hospital, Fukuoka, Japan
| | - Kazufumi Yoshihara
- Department of Psychosomatic Medicine, Kyushu University Hospital, Fukuoka, Japan
| | - Yoshiya Moriguchi
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Kodaira, Japan
- Department of Sleep-Wake Disorders, National Center of Neurology and Psychiatry, Kodaira, Japan
| | - Eiji Shimizu
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Department of Cognitive Behavioral Physiology, Chiba University, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
| | - Atsushi Sekiguchi
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Kodaira, Japan
- Center for Eating Disorder Research and Information, National Center of Neurology and Psychiatry, Kodaira, Japan
- Department of Advanced Neuroimaging, Integrative Brain Imaging Center, National Center of Neurology and Psychiatry, Kodaira, Japan
| | - Yoshiyuki Hirano
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Applied MRI Research, Department of Molecular Imaging and Theranostics, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Suita, Japan
| |
Collapse
|
3
|
Lernia DDI, Serino S, Tuena C, Cacciatore C, Polli N, Riva G. Mental health meets computational neuroscience: A predictive Bayesian account of the relationship between interoception and multisensory bodily illusions in anorexia nervosa. Int J Clin Health Psychol 2023; 23:100383. [PMID: 36937547 PMCID: PMC10017360 DOI: 10.1016/j.ijchp.2023.100383] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 02/21/2023] [Indexed: 03/09/2023] Open
Abstract
Mental health disorders pose a significant challenge to society. The Bayesian perspective on the mind offers unique insights and tools that may help address a variety of mental health conditions. Psychopathological dysfunctions are often connected to altered predictive and active inference processes, in which cognitive and physiological pathogenic beliefs shape the clinical condition and its symptoms. However, there is a lack of general empirical models that integrate cognitive beliefs, physiological experience, and symptoms in healthy and clinical populations. In this study, we examined the relationship between altered predictive mechanisms, interoception, and pathological bodily distortions in healty individuals and in individuals suffering from anorexia nervosa (AN). AN patients (N=15) completed a Virtual Reality Full-Body Illusion along with interoceptive tasks twice: at hospital admission during an acute symptomatological phase (Time 1) and after a 12-week outpatient clinical weight-restoring rehabilitative program (Time 2). Results were compared to a healthy control group. Our findings indicated that higher levels of interoceptive metacognitive awareness were associated with a greater embodiment. However, unlike in healthy participants, AN patients' interoceptive metacognition was linked to embodiment even in multisensory mismatching (asynchronous) conditions. In addition, unlike in healthy participants, higher interoceptive metacognition in AN patients was related to prior abnormal bodily distortions during the acute symptomatology phase. Prediction errors in bodily estimates predicted posterior bodily estimate distortions after the illusion, but while this relationship was only significant in the synchronous condition in healthy participants, there was no significant difference between synchronous and asynchronous conditions in AN patients. Despite the success of the rehabilitation program in restoring some dysfunctional patterns in the AN group, prediction errors and posterior estimate distortions were present at hospital discharge. Our findings suggest that individuals with AN prioritize interoceptive metacognitive processes (i.e., confidence in their own perceived sensations rather than their actual perceptions), disregarding bottom-up bodily inputs in favour of their prior altered top-down beliefs. Moreover, even if the rehabilitative program partially mitigated these alterations, the pathological condition impaired the patients' ability to coherently update their prior erroneous expectations with real-time multisensory bottom-up bodily information, possibly locking the patients in the experience of a distorted prior top-down belief. These results suggest new therapeutic perspectives and introduce the framework of regenerative virtual therapy (RVT), which aims at utilizing technology-based somatic modification techniques to restructure the maladaptive priors underlying a pathological condition.
Collapse
Affiliation(s)
- Daniele DI Lernia
- Humane Technology Lab, Università Cattolica del Sacro Cuore di Milano, Italy
| | - Silvia Serino
- Humane Technology Lab, Università Cattolica del Sacro Cuore di Milano, Italy
| | - Cosimo Tuena
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Chiara Cacciatore
- UO di Endocrinologia e Malattie Metaboliche, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Nicoletta Polli
- UO di Endocrinologia e Malattie Metaboliche, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Giuseppe Riva
- Humane Technology Lab, Università Cattolica del Sacro Cuore di Milano, Italy
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| |
Collapse
|
4
|
Kaufmann LK, Hänggi J, Jäncke L, Baur V, Piccirelli M, Kollias S, Schnyder U, Martin-Soelch C, Milos G. Disrupted longitudinal restoration of brain connectivity during weight normalization in severe anorexia nervosa. Transl Psychiatry 2023; 13:136. [PMID: 37117179 PMCID: PMC10147636 DOI: 10.1038/s41398-023-02428-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/03/2023] [Accepted: 04/06/2023] [Indexed: 04/30/2023] Open
Abstract
Altered intrinsic brain connectivity of patients with anorexia nervosa has been observed in the acute phase of the disorder, but it remains unclear to what extent these alterations recover during weight normalization. In this study, we used functional imaging data from three time points to probe longitudinal changes in intrinsic connectivity patterns in patients with severe anorexia nervosa (BMI ≤ 15.5 kg/m2) over the course of weight normalization. At three distinct stages of inpatient treatment, we examined resting-state functional connectivity in 27 women with severe anorexia nervosa and 40 closely matched healthy controls. Using network-based statistics and graph-theoretic measures, we examined differences in global network strength, subnetworks with altered intrinsic connectivity, and global network topology. Patients with severe anorexia nervosa showed weakened intrinsic connectivity and altered network topology which did not recover during treatment. The persistent disruption of brain networks suggests sustained alterations of information processing in weight-recovered severe anorexia nervosa.
Collapse
Affiliation(s)
- Lisa-Katrin Kaufmann
- Department of Consultation-Liaison Psychiatry and Psychosomatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
- Division of Neuropsychology, Department of Psychology, University of Zurich, Zurich, Switzerland.
| | - Jürgen Hänggi
- Translational Research Center, University Hospital of Psychiatry, University of Bern, Bern, Switzerland
| | - Lutz Jäncke
- Division of Neuropsychology, Department of Psychology, University of Zurich, Zurich, Switzerland
- University Research Priority Program (URPP) "Dynamic of Healthy Aging", University of Zurich, Zurich, Switzerland
| | - Volker Baur
- Department of Consultation-Liaison Psychiatry and Psychosomatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Marco Piccirelli
- Department of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
| | - Spyros Kollias
- Department of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
| | | | - Chantal Martin-Soelch
- Unit of Clinical and Health Psychology, Department of Psychology, University of Fribourg, Fribourg, Switzerland
| | - Gabriella Milos
- Department of Consultation-Liaison Psychiatry and Psychosomatics, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| |
Collapse
|
5
|
Fusco G, Ciccarone S, Petrucci M, Cozzani B, Vercelli G, Cotugno A, Bufalari I. Altered processing of conflicting body representations in women with restrictive anorexia nervosa. PSYCHOLOGICAL RESEARCH 2023:10.1007/s00426-022-01788-3. [PMID: 36592180 DOI: 10.1007/s00426-022-01788-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 12/22/2022] [Indexed: 01/03/2023]
Abstract
Cognitive and affective impairments in processing body image have been observed in patients with Anorexia Nervosa (AN) and may induce the hypercontrolled and regulative behaviors observed in this disorder. Here, we aimed to probe the link between activation of body representations and cognitive control by investigating the ability to resolve body-related representational conflicts in women with restrictive AN and matched healthy controls (HC). Participants performed a modified version of the Flanker task in which underweight and overweight body images were presented as targets and distractors; a classic version of the task, with letters, was also administered as a control. The findings indicated that performance was better among the HC group in the task with bodies compared to the task with letters; however, no such facilitation was observed in AN patients, whose overall performance was poorer than that of the HC group in both tasks. In the task with body stimuli, performance among patients with AN was the worst on trials presenting underweight targets with overweight bodies as flankers. These results may reflect a dysfunctional association between the processing of body-related representations and cognitive control mechanisms that may aid clinicians in the development of optimal individualized treatments.
Collapse
Affiliation(s)
- Gabriele Fusco
- Department of Psychology, Istituto Italiano di Tecnologia, "Sapienza" University of Rome and CLN2S@SAPIENZA, Rome, Italy.
- IRCCS Santa Lucia Foundation, Rome, Italy.
| | - S Ciccarone
- Department of Psychology, Istituto Italiano di Tecnologia, "Sapienza" University of Rome and CLN2S@SAPIENZA, Rome, Italy
- IRCCS Santa Lucia Foundation, Rome, Italy
| | - M Petrucci
- Scuola di Psicoterapia Cognitiva S.r.l., Rome, Italy
- Department of Human Sciences, Guglielmo Marconi University, Rome, Italy
| | - B Cozzani
- Eating Disorders Unit, Department of Psychiatry, ASL Roma1, Rome, Italy
| | - G Vercelli
- Department of Developmental and Social Psychology, "Sapienza" University of Rome, Rome, Italy
| | - A Cotugno
- Eating Disorders Unit, Department of Psychiatry, ASL Roma1, Rome, Italy
| | - I Bufalari
- Department of Developmental and Social Psychology, "Sapienza" University of Rome, Rome, Italy
| |
Collapse
|
6
|
Lucherini Angeletti L, Innocenti M, Felciai F, Ruggeri E, Cassioli E, Rossi E, Rotella F, Castellini G, Stanghellini G, Ricca V, Northoff G. Anorexia nervosa as a disorder of the subcortical-cortical interoceptive-self. Eat Weight Disord 2022; 27:3063-3081. [PMID: 36355249 PMCID: PMC9803759 DOI: 10.1007/s40519-022-01510-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/03/2022] [Indexed: 11/12/2022] Open
Abstract
PURPOSE Anorexia nervosa (AN) is characterized by a diminished capacity in perceiving the physiological correlates of interoceptive sensations, namely bodily self-consciousness. Given the neural division of self-processing into interoceptive-, exteroceptive- and mental-self, we hypothesize neural deficits in the interoceptive-processing regions in AN. METHODS To prove this, we reviewed resting state (rs), task and rest-task studies in AN literature. RESULTS Neuronal data demonstrate the following in AN: (i) decreased rs-functional connectivity (rsFC) of subcortical-cortical midline structures (SCMS); (ii) reduced rsFC between medial (default-mode network/DMN and salience network/SN) and lateral (executive-control network/ECN) cortical regions; (iii) decreased rsFC in mainly the regions of the interoceptive-self; (iv) altered activity with overall increased activity in response to sensory/body image stimuli, especially in the regions of the interoceptive-self; (v) lack of a clear task-related distinction between own's and others' body image. CONCLUSION These data may indicate that rs-hypoconnectivity between SCMS, as neural correlate of a reduced intero-exteroceptive integration resulting in self-objectification, might be linked to overall increased activity in interoceptive regions during sensory/body image stimuli in AN, engendering an "anxious bodily self." LEVEL OF EVIDENCE I: Systematic review.
Collapse
Affiliation(s)
- Lorenzo Lucherini Angeletti
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy.
| | - Matteo Innocenti
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Federica Felciai
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Emanuele Ruggeri
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Emanuele Cassioli
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Eleonora Rossi
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | | | - Giovanni Castellini
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Giovanni Stanghellini
- Department of Health Sciences, Psychology Unit, University of Florence, Florence, Italy
| | - Valdo Ricca
- Department of Health Sciences, Psychiatry Unit, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Georg Northoff
- Mental Health Centre, Zhejiang University School of Medicine, Hangzhou, China
- Centre for Cognition and Brain Disorders, Hangzhou Normal University, Hangzhou, China
- The Royal's Institute of Mental Health Research & University of Ottawa, Ottawa, ON, Canada
- Centre for Neural Dynamics, Faculty of Medicine, Brain and Mind Research Institute, University of Ottawa, Ottawa, ON, Canada
| |
Collapse
|
7
|
Ragnhildstveit A, Slayton M, Jackson LK, Brendle M, Ahuja S, Holle W, Moore C, Sollars K, Seli P, Robison R. Ketamine as a Novel Psychopharmacotherapy for Eating Disorders: Evidence and Future Directions. Brain Sci 2022; 12:brainsci12030382. [PMID: 35326338 PMCID: PMC8963252 DOI: 10.3390/brainsci12030382] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 03/02/2022] [Accepted: 03/09/2022] [Indexed: 02/01/2023] Open
Abstract
Eating disorders (EDs) are serious, life-threatening psychiatric conditions associated with physical and psychosocial impairment, as well as high morbidity and mortality. Given the chronic refractory nature of EDs and the paucity of evidence-based treatments, there is a pressing need to identify novel approaches for this population. The noncompetitive N-methyl-D-aspartate receptor (NMDAr) antagonist, ketamine, has recently been approved for treatment-resistant depression, exerting rapid and robust antidepressant effects. It is now being investigated for several new indications, including obsessive–compulsive, post-traumatic, and substance use disorder, and shows transdiagnostic potential for EDs, particularly among clinical nonresponders. Hence, the aim of this review is to examine contemporary findings on the treatment of EDs with ketamine, whether used as a primary, adjunctive, or combination psychopharmacotherapy. Avenues for future research are also discussed. Overall, results are encouraging and point to therapeutic value; however, are limited to case series and reports on anorexia nervosa. Further empirical research is thus needed to explore ketamine efficacy across ED subgroups, establish safety profiles and optimize dosing, and develop theory-driven, targeted treatment strategies at the individual patient level.
Collapse
Affiliation(s)
- Anya Ragnhildstveit
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA; (M.S.); (P.S.)
- Integrated Research Literacy Group, Draper, UT 84020, USA; (L.K.J.); (M.B.); (W.H.)
- Correspondence: ; Tel.: +1-(801)-448-3331
| | - Matthew Slayton
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA; (M.S.); (P.S.)
- Integrated Research Literacy Group, Draper, UT 84020, USA; (L.K.J.); (M.B.); (W.H.)
| | - Laura Kate Jackson
- Integrated Research Literacy Group, Draper, UT 84020, USA; (L.K.J.); (M.B.); (W.H.)
- Novamind, Draper, UT 84020, USA; (S.A.); (C.M.); (K.S.); (R.R.)
| | - Madeline Brendle
- Integrated Research Literacy Group, Draper, UT 84020, USA; (L.K.J.); (M.B.); (W.H.)
- Novamind, Draper, UT 84020, USA; (S.A.); (C.M.); (K.S.); (R.R.)
- Department of Pharmacotherapy, University of Utah College of Pharmacy, Salt Lake City, UT 84112, USA
| | - Sachin Ahuja
- Novamind, Draper, UT 84020, USA; (S.A.); (C.M.); (K.S.); (R.R.)
| | - Willis Holle
- Integrated Research Literacy Group, Draper, UT 84020, USA; (L.K.J.); (M.B.); (W.H.)
| | - Claire Moore
- Novamind, Draper, UT 84020, USA; (S.A.); (C.M.); (K.S.); (R.R.)
| | - Kellie Sollars
- Novamind, Draper, UT 84020, USA; (S.A.); (C.M.); (K.S.); (R.R.)
| | - Paul Seli
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA; (M.S.); (P.S.)
| | - Reid Robison
- Novamind, Draper, UT 84020, USA; (S.A.); (C.M.); (K.S.); (R.R.)
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT 84108, USA
| |
Collapse
|
8
|
Foldi CJ, Morris MJ, Oldfield BJ. Executive function in obesity and anorexia nervosa: Opposite ends of a spectrum of disordered feeding behaviour? Prog Neuropsychopharmacol Biol Psychiatry 2021; 111:110395. [PMID: 34217755 DOI: 10.1016/j.pnpbp.2021.110395] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 05/26/2021] [Accepted: 06/29/2021] [Indexed: 02/02/2023]
Abstract
Higher-order executive functions such as decision-making, cognitive flexibility and behavioural control are critical to adaptive success in all aspects of life, including the maintenance of a healthy body weight by regulating food intake. Performance on tasks designed to assess these aspects of cognition is impaired in individuals with obesity and anorexia nervosa (AN); conditions at either end of a spectrum of body weight disturbance. While the conceptualisation of obesity and AN as mirror images of each other makes some sense from a metabolic point of view, whether or not these conditions also reflect opposing states of executive function is less clear. Here, we review evidence from neurocognitive and neuroimaging studies to compare the direction and extent of executive dysfunction in subjects with obesity and AN and how these are underpinned by changes in structure and function of subregions of the prefrontal cortex (PFC). Both conditions of extreme body weight disturbance are associated with impaired decision-making and cognitive inflexibility, however, impulsive behaviour presents in opposing directions; obesity being associated with reduced behavioural control and AN being associated with elevated control over behaviour with respect to food and feeding. Accordingly, the subregions of the PFC that guide inhibitory control and valuation of action outcomes (dorsolateral prefrontal cortex and orbitofrontal cortex) show opposite patterns of activation in subjects with obesity compared to those with AN, whereas the subregions implicated in cognitive and behavioural flexibility (ventromedial prefrontal cortex and anterior cingulate cortex) show alterations in the same direction in both conditions but with differential extent of dysfunction. We synthesise these findings in the context of the utility of animal models of obesity and AN to interrogate the detail of the neurobiological contributions to cognition in patient populations and the utility of such detail to inform future treatment strategies that specifically target executive dysfunction.
Collapse
Affiliation(s)
- Claire J Foldi
- Department of Physiology, Monash University, 26 Innovation Walk, Clayton 3800, Australia; Monash Biomedicine Discovery Institute, 23 Innovation Walk, Clayton 3800, Australia.
| | - Margaret J Morris
- School of Medical Sciences, UNSW Sydney, High Street, Randwick 2052, Australia
| | - Brian J Oldfield
- Department of Physiology, Monash University, 26 Innovation Walk, Clayton 3800, Australia; Monash Biomedicine Discovery Institute, 23 Innovation Walk, Clayton 3800, Australia
| |
Collapse
|
9
|
Myrvang AD, Vangberg TR, Linnman C, Stedal K, Rø Ø, Endestad T, Rosenvinge JH, Aslaksen PM. Altered functional connectivity in adolescent anorexia nervosa is related to age and cortical thickness. BMC Psychiatry 2021; 21:490. [PMID: 34615497 PMCID: PMC8496064 DOI: 10.1186/s12888-021-03497-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 09/22/2021] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION Functional networks develop throughout adolescence when anorexia nervosa (AN) normally debuts. In AN, cerebral structural alterations are found in most brain regions and may be related to the observed functional brain changes. Few studies have investigated the functional networks of the brain in adolescent AN patients.. The aim of this explorative study was to investigate multiple functional networks in adolescent AN patients compared to healthy age-matched controls (HC) and the relationship with age, eating disorder symptoms and structural alterations. METHODS Included were 29 female inpatients with restrictive AN, and 27 HC. All participants were between the ages of 12 to 18 years. Independent component analysis (ICA) identified 21 functional networks that were analyzed with multivariate and univariate analyses of components and group affiliation (AN vs HC). Age, age × group interaction and AN symptoms were included as covariates. Follow-up correlational analyses of selected components and structural measures (cortical thickness and subcortical volume) were carried out. RESULTS Decreased functional connectivity (FC) in AN patients was found in one cortical network, involving mainly the precuneus, and identified as a default mode network (DMN). Cortical thickness in the precuneus was significantly correlated with functional connectivity in this network. Significant group differences were also found in two subcortical networks involving mainly the hippocampus and the amygdala respectively, and a significant interaction effect of age and group was found in both these networks. There were no significant associations between FC and the clinical measures used in the study. CONCLUSION The findings from the present study may imply that functional alterations are related to structural alterations in selected regions and that the restricted food intake in AN patients disrupt normal age-related development of functional networks involving the amygdala and hippocampus.
Collapse
Affiliation(s)
- Anna D. Myrvang
- grid.10919.300000000122595234Department of Psychology, Faculty of Health Sciences, UiT The Artic University of Norway, Huginbakken 32, N-9037 Tromsø, Norway
| | - Torgil R. Vangberg
- grid.10919.300000000122595234Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway ,grid.412244.50000 0004 4689 5540PET Center, University Hospital of North Norway, Tromsø, Norway
| | - Clas Linnman
- grid.416228.b0000 0004 0451 8771Spaulding Rehabilitation Hospital, Boston, USA
| | - Kristin Stedal
- grid.55325.340000 0004 0389 8485Regional Department for Eating Disorders, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Øyvind Rø
- grid.55325.340000 0004 0389 8485Regional Department for Eating Disorders, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway ,grid.5510.10000 0004 1936 8921Institute of clinical Medicine, Medical Faculty, University of Oslo, Oslo, Norway
| | - Tor Endestad
- grid.5510.10000 0004 1936 8921Department of psychology, Faculty of Social Sciences, University of Oslo, Oslo, Norway ,Helgelandssykehuset, Mosjøen, Norway
| | - Jan H. Rosenvinge
- grid.10919.300000000122595234Department of Psychology, Faculty of Health Sciences, UiT The Artic University of Norway, Huginbakken 32, N-9037 Tromsø, Norway
| | - Per M. Aslaksen
- grid.10919.300000000122595234Department of Psychology, Faculty of Health Sciences, UiT The Artic University of Norway, Huginbakken 32, N-9037 Tromsø, Norway ,grid.412244.50000 0004 4689 5540Regional Center for Eating Disorders, University Hospital of North Norway, Tromsø, Norway
| |
Collapse
|
10
|
Gilbert KE, Wheelock MD, Kandala S, Eggebrecht AT, Luby JL, Barch DM. Associations of observed preschool performance monitoring with brain functional connectivity in adolescence. Cortex 2021; 142:15-27. [PMID: 34174721 PMCID: PMC8405590 DOI: 10.1016/j.cortex.2021.05.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 04/12/2021] [Accepted: 05/18/2021] [Indexed: 10/21/2022]
Abstract
Monitoring one's performance helps detect errors and adapt to prevent future mistakes. However, elevated performance monitoring is associated with increased checking behaviors and perfectionism and is characteristic of multiple psychiatric disorders. Understanding how heightened performance monitoring in early childhood relates to subsequent brain connectivity may elucidate mechanistic risk factors that influence brain and psychiatric outcomes. The aim of this study was to examine the association between performance monitoring in preschool-aged children and functional connectivity during adolescence. In the current prospective longitudinal study, we performed seed-based functional connectivity analysis using a dorsal anterior cingulate cortex (dACC) seed to assess brain-behavior relationships between observationally coded performance monitoring in preschool-aged children and adolescent functional connectivity (n = 79). We also utilized enrichment analysis to investigate network-level connectome-wide associations. Seed-based analysis revealed negative correlations between preschool performance monitoring and adolescent fc between dACC and orbitofrontal and dorsolateral prefrontal cortex while a positive correlation was observed between dACC-occipital cortex connectivity. Enrichment analysis revealed a negative correlation between preschool performance monitoring and connectivity between motor (MOT) - cingulo-opercular (CO) and salience (SN) - Reward (REW) and a positive correlation with MOT-DMN, and cerebellum (CB) - motor connectivity. Elevated performance monitoring in early childhood is associated with functional connectivity during adolescence in regions and networks associated with cognitive control, sensorimotor processing and cortico-striatal-thalamic-cortico (CTSC) aberrations. These regions and networks are implicated in psychiatric disorders characterized by elevated performance monitoring. Findings shed light on a mechanistic risk factor in early childhood with long-term associations with neural functioning.
Collapse
Affiliation(s)
- Kirsten E Gilbert
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
| | - Muriah D Wheelock
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Sridhar Kandala
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Adam T Eggebrecht
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Joan L Luby
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Deanna M Barch
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA; Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| |
Collapse
|
11
|
Su T, Gong J, Tang G, Qiu S, Chen P, Chen G, Wang J, Huang L, Wang Y. Structural and functional brain alterations in anorexia nervosa:A multimodal meta-analysis of neuroimaging studies. Hum Brain Mapp 2021; 42:5154-5169. [PMID: 34296492 PMCID: PMC8449099 DOI: 10.1002/hbm.25602] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 07/10/2021] [Accepted: 07/12/2021] [Indexed: 12/26/2022] Open
Abstract
Anorexia nervosa (AN) is a complex psychiatric disorder with poorly understood etiology. Numerous voxel‐based morphometry (VBM) and resting‐state functional imaging studies have provided strong evidence of abnormal brain structure and intrinsic and functional activities in AN, but with inconsistent conclusions. Herein, a whole‐brain meta‐analysis was conducted on VBM (660 patients with AN, and 740 controls) and resting‐state functional imaging (425 patients with AN, and 461 controls) studies that measured differences in the gray matter volume (GMV) and intrinsic functional activity between patients with AN and healthy controls (HCs). Overall, patients with AN displayed decreased GMV in the bilateral median cingulate cortex (extending to the bilateral anterior and posterior cingulate cortex), and left middle occipital gyrus (extending to the left inferior parietal lobe). In resting‐state functional imaging studies, patients with AN displayed decreased resting‐state functional activity in the bilateral anterior cingulate cortex and bilateral median cingulate cortex, and increased resting‐state functional activity in the right parahippocampal gyrus. This multimodal meta‐analysis identified reductions of gray matter and functional activity in the anterior and median cingulate in patients with AN, which contributes to further understanding of the pathophysiology of AN.
Collapse
Affiliation(s)
- Ting Su
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China.,Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Jiaying Gong
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China.,Department of Radiology, Six Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Guixian Tang
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China.,Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Shaojuan Qiu
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Pan Chen
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China.,Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Guanmao Chen
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China.,Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Junjing Wang
- Department of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou, China
| | - Li Huang
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Ying Wang
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
| |
Collapse
|
12
|
Malcolm A, Phillipou A. Current directions in biomarkers and endophenotypes for anorexia nervosa: A scoping review. J Psychiatr Res 2021; 137:303-310. [PMID: 33735721 DOI: 10.1016/j.jpsychires.2021.02.063] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 02/17/2021] [Accepted: 02/26/2021] [Indexed: 12/30/2022]
Abstract
There are currently no validated biomarkers for anorexia nervosa (AN), though recent literature suggests an increased research interest in this area. Biomarkers are objective, measurable indicators of illness that can be used to assist with diagnosis, risk assessment, and tracking of illness state. Related to biomarkers are endophenotypes, which are quantifiable phenomena that are distinct from symptoms and which link genes to manifest illness. In this scoping review, we sought to provide a summary of recent research conducted in the pursuit of biomarkers and endophenotypes for AN. The findings indicate that a number of possible biomarkers which can assess the presence or severity of AN independently of weight status, including psychophysical (e.g., eye-tracking) and biological (e.g., immune, endocrine, metabolomic, neurobiological) markers, are currently under investigation. However, this research is still in early phases and lacking in replication studies. Endophenotype research has largely been confined to the study of several neurocognitive features, with mixed evidence to support their classification as possible endophenotypes for the disorder. The study of biomarkers and endophenotypes in AN involves significant challenges due to confounding factors of illness-related sequalae, such as starvation. Future research in these areas must prioritise direct evaluation of the sensitivity, specificity and test-retest reliability of proposed biomarkers and enhanced control of confounding physical consequences of AN in the study of biomarkers and endophenotypes.
Collapse
Affiliation(s)
- Amy Malcolm
- Centre for Mental Health, Faculty of Health, Arts & Design, Swinburne University of Technology, Hawthorn, VIC, Australia.
| | - Andrea Phillipou
- Centre for Mental Health, Faculty of Health, Arts & Design, Swinburne University of Technology, Hawthorn, VIC, Australia; Department of Mental Health, St Vincent's Hospital, Melbourne, Australia; Department of Psychiatry, The University of Melbourne, Melbourne, Australia; Department of Mental Health, Austin Health, Melbourne, Australia
| |
Collapse
|
13
|
Recovery-Associated Resting-State Activity and Connectivity Alterations in Anorexia Nervosa. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 6:1023-1033. [PMID: 33766777 DOI: 10.1016/j.bpsc.2021.03.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 02/16/2021] [Accepted: 03/04/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Previous studies provided controversial insight on the impact of starvation, disease status, and underlying gray matter volume (GMV) changes on resting-state functional magnetic resonance imaging alterations in anorexia nervosa (AN). Here, we adapt a combined longitudinal and cross-sectional approach to disentangle the effects of these factors on resting-state alterations in AN. METHODS Overall, 87 female subjects were included in the study: adolescent patients with acute AN scanned at inpatient admission (n = 22, mean age 15.3 years) and at discharge (n = 21), patients who recovered from AN (n = 21, mean age 22.3 years), and two groups of healthy age-matched control subjects (both n = 22, mean age 16.0 and 22.5 years, respectively). Whole-brain measures of resting-state activity and functional connectivity were computed (network-based statistics, global correlation, integrated local correlation, and fractional amplitude of low-frequency fluctuations) to assess resting-state functional magnetic resonance imaging alterations over the course of AN treatment before and after controlling for underlying GMV. RESULTS Patients with acute AN displayed strong and widespread prefrontal, sensorimotor, parietal, temporal, precuneal, and insular reductions of resting-state connectivity and activity. All alterations were independent of GMV and were largely normalized in short-term recovered AN and absent in long-term recovered patients. CONCLUSIONS Resting-state functional magnetic resonance imaging alterations in AN constitute acute and GMV-independent, presumably starvation-related, phenomena. The majority of alterations found here normalized over the course of recovery without evidence for possible preexisting trait- or remaining "scar" effects.
Collapse
|
14
|
Kappou K, Ntougia M, Kourtesi A, Panagouli E, Vlachopapadopoulou E, Michalacos S, Gonidakis F, Mastorakos G, Psaltopoulou T, Tsolia M, Bacopoulou F, Sergentanis TN, Tsitsika A. Neuroimaging Findings in Adolescents and Young Adults with Anorexia Nervosa: A Systematic Review. CHILDREN (BASEL, SWITZERLAND) 2021; 8:137. [PMID: 33673193 PMCID: PMC7918703 DOI: 10.3390/children8020137] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 02/02/2021] [Accepted: 02/03/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Anorexia nervosa (AN) is a serious, multifactorial mental disorder affecting predominantly young females. This systematic review examines neuroimaging findings in adolescents and young adults up to 24 years old, in order to explore alterations associated with disease pathophysiology. METHODS Eligible studies on structural and functional brain neuroimaging were sought systematically in PubMed, CENTRAL and EMBASE databases up to 5 October 2020. RESULTS Thirty-three studies were included, investigating a total of 587 patients with a current diagnosis of AN and 663 healthy controls (HC). Global and regional grey matter (GM) volume reduction as well as white matter (WM) microstructure alterations were detected. The mainly affected regions were the prefrontal, parietal and temporal cortex, hippocampus, amygdala, insula, thalamus and cerebellum as well as various WM tracts such as corona radiata and superior longitudinal fasciculus (SLF). Regarding functional imaging, alterations were pointed out in large-scale brain networks, such as default mode network (DMN), executive control network (ECN) and salience network (SN). Most findings appear to reverse after weight restoration. Specific limitations of neuroimaging studies in still developing individuals are also discussed. CONCLUSIONS Structural and functional alterations are present in the early course of the disease, most of them being partially or totally reversible. Nonetheless, neuroimaging findings have been open to many biological interpretations. Thus, more studies are needed to clarify their clinical significance.
Collapse
Affiliation(s)
- Kalliopi Kappou
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
| | - Myrto Ntougia
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
| | - Aikaterini Kourtesi
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
| | - Eleni Panagouli
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
| | - Elpis Vlachopapadopoulou
- Department of Endocrinology-Growth and Development, “P. & A. Kyriakou” Children’s Hospital, 115 27 Athens, Greece; (E.V.); (S.M.)
| | - Stefanos Michalacos
- Department of Endocrinology-Growth and Development, “P. & A. Kyriakou” Children’s Hospital, 115 27 Athens, Greece; (E.V.); (S.M.)
| | - Fragiskos Gonidakis
- First Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, Eginition Hospital, 115 28 Athens, Greece;
| | - Georgios Mastorakos
- Unit of Endocrinology, Diabetes Mellitus and Metabolism, Aretaieion Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece;
| | - Theodora Psaltopoulou
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
- Department of Clinical Therapeutics, “Alexandra” Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece
| | - Maria Tsolia
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
| | - Flora Bacopoulou
- Center for Adolescent Medicine and UNESCO Chair Adolescent Health Care, First Department of Pediatrics, “Agia Sophia” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece;
| | - Theodoros N. Sergentanis
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
- Department of Clinical Therapeutics, “Alexandra” Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece
| | - Artemis Tsitsika
- MSc “Strategies of Developmental and Adolescent Health”, 2nd Department of Pediatrics, “P. & A. Kyriakou” Children’s Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (K.K.); (M.N.); (A.K.); (E.P.); (T.P.); (M.T.); (T.N.S.)
| |
Collapse
|
15
|
Foldi CJ, Liknaitzky P, Williams M, Oldfield BJ. Rethinking Therapeutic Strategies for Anorexia Nervosa: Insights From Psychedelic Medicine and Animal Models. Front Neurosci 2020; 14:43. [PMID: 32116500 PMCID: PMC7015070 DOI: 10.3389/fnins.2020.00043] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 01/13/2020] [Indexed: 12/11/2022] Open
Abstract
Anorexia nervosa (AN) has the highest mortality rate of any psychiatric disease, yet available pharmacological treatments are largely ineffective due, in part, to an inadequate understanding of the neurobiological drivers that underpin the condition. The recent resurgence of research into the clinical applications of psychedelic medicine for a range of mental disorders has highlighted the potential for classical psychedelics, including psilocybin, to alleviate symptoms of AN that relate to serotonergic signaling and cognitive inflexibility. Clinical trials using psychedelics in treatment-resistant depression have shown promising outcomes, although these studies are unable to circumvent some methodological biases. The first clinical trial to use psilocybin in patients with AN commenced in 2019, necessitating a better understanding of the neurobiological mechanisms through which psychedelics act. Animal models are beneficial in this respect, allowing for detailed scrutiny of brain function and behavior and the potential to study pharmacology without the confounds of expectancy and bias that are impossible to control for in patient populations. We argue that studies investigating the neurobiological effects of psychedelics in animal models, including the activity-based anorexia (ABA) rodent model, are particularly important to inform clinical applications, including the subpopulations of patients that may benefit most from psychedelic medicine.
Collapse
Affiliation(s)
- Claire J Foldi
- Department of Physiology, Monash University, Clayton, VIC, Australia.,Monash Biomedicine Discovery Institute, Clayton, VIC, Australia
| | - Paul Liknaitzky
- Faculty of Health, Deakin University, Burwood, VIC, Australia
| | - Martin Williams
- Monash Institute of Pharmaceutical Sciences, Parkville, VIC, Australia.,Psychedelic Research in Science and Medicine Inc., Melbourne, VIC, Australia
| | - Brian J Oldfield
- Department of Physiology, Monash University, Clayton, VIC, Australia.,Monash Biomedicine Discovery Institute, Clayton, VIC, Australia
| |
Collapse
|
16
|
Lai J, Xu T, Zhang H, Xi C, Zhou H, Du Y, Jiang J, Wu L, Zhang P, Xu Y, Hu S, Xu D. Fractional amplitude of low frequency fluctuation in drug-naïve first-episode patients with anorexia nervosa: A resting-state fMRI study. Medicine (Baltimore) 2020; 99:e19300. [PMID: 32118747 PMCID: PMC7478752 DOI: 10.1097/md.0000000000019300] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
To characterize the fractional amplitude of low-frequency fluctuation (fALFF) in drug-naïve first-episode female patients with anorexia nervosa (AN) using resting-state functional magnetic resonance imaging (rs-fMRI).Whole brain rs-fMRI data were collected from 7 drug-naïve first-episode female patients with DSM-5 AN and 14 age-matched healthy female controls. fALFF values were calculated and compared between the two groups using a two-sample t test. Correlation analysis between the fALFF values in the entire brain and body mass index (BMI) was performed.Compared with the healthy controls, increased fALFF values were observed in the AN patients in their right hippocampus and left superior frontal gyrus, while decreased fALFF values were observed in their left rectus and left middle occipital gyrus. Moreover, low BMI was significantly associated with decreased fALFF in the left inferior frontal gyrus but increased fALFF in the left calcarine. In particular, the z-standardized fALFF (zfALFF) value of the left rectus was positive associated with BMI.Our findings suggest that spontaneous brain activity in the frontal region, hippocampus and rectus, characterized by fALFF values, was altered in drug-naïve, first-episode female patients with AN.
Collapse
Affiliation(s)
- Jianbo Lai
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- The Key Laboratory of Mental Disorder's Management in Zhejiang Province
- Brain Research Institute of Zhejiang University
| | - Tingting Xu
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- Zhejiang University School of Medicine
- Mental Health Centre, Xiaoshan Hospital of Zhejiang Province, Hangzhou
| | - Haorong Zhang
- Shanghai Key Laboratory of Magnetic Resonance Imaging & Institute of Cognitive Neuroscience, East China Normal University, Shanghai, China
| | - Caixi Xi
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- Zhejiang University School of Medicine
| | - Hetong Zhou
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- The Key Laboratory of Mental Disorder's Management in Zhejiang Province
- Brain Research Institute of Zhejiang University
| | - Yanli Du
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- Zhejiang University School of Medicine
| | - Jiajun Jiang
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- Zhejiang University School of Medicine
| | - Lingling Wu
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- Zhejiang University School of Medicine
| | - Peifen Zhang
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- Zhejiang University School of Medicine
| | - Yi Xu
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- The Key Laboratory of Mental Disorder's Management in Zhejiang Province
- Brain Research Institute of Zhejiang University
| | - Shaohua Hu
- Department of Psychiatry, First Affiliated Hospital, Zhejiang University School of Medicine
- The Key Laboratory of Mental Disorder's Management in Zhejiang Province
- Brain Research Institute of Zhejiang University
| | - Dongrong Xu
- Molecular Imaging and Neuropathology Division, Department of Psychiatry, Columbia University & New York State Psychiatric Institute, New York, NY 10032
| |
Collapse
|
17
|
Abstract
PURPOSE OF REVIEW This article reviews new research in the context of existing literature to identify approaches that will advance understanding of the persistence of anorexia nervosa. RECENT FINDINGS Neuroscience research in anorexia nervosa has yielded disparate findings: no definitive neural mechanism underlying illness vulnerability or persistence has been identified and no clear neural target for intervention has emerged. Recent advances using structural and functional neuroimaging research, as well as new techniques for applying and combining these approaches, have led to a refined understanding of changes in neural architecture among individuals who are acutely ill, have undergone renourishment, or are in recovery/remission. In particular, advances have come from the incorporation of computational and translational approaches, as well as efforts to link experimental paradigms with illness-relevant behavior. Recent findings converge to suggest abnormalities in systems involved in reward learning and processing among individuals with anorexia nervosa. SUMMARY Anorexia nervosa is associated with neurobiological abnormalities. Aberrant learning and reward processing may contribute to the persistence of illness. To better utilize new techniques to understand the neural mechanisms of persistent anorexia nervosa, it may help to distinguish stages of illness and to link neurobiology with maladaptive behavior.
Collapse
|
18
|
Abstract
Eating disorders are severe psychiatric illnesses with a typical age of onset in adolescence. Brain research in youth and young adults may help us identify specific neurobiology that contributes to onset and maintenance of those disorders. This article provides a state-of-the-art review of our current understanding of the neurobiology of anorexia nervosa and bulimia nervosa. This includes brain structure and function studies to understand food restriction, binge-eating or purging behaviors, cognitive and emotional factors, as well as interoception. Binge-eating disorder and avoidant restrictive food intake disorder are also discussed, but the literature is still very small.
Collapse
|
19
|
Gaudio S, Carducci F, Piervincenzi C, Olivo G, Schiöth HB. Altered thalamo–cortical and occipital–parietal– temporal–frontal white matter connections in patients with anorexia and bulimia nervosa: a systematic review of diffusion tensor imaging studies. J Psychiatry Neurosci 2019; 44:324-339. [PMID: 30994310 PMCID: PMC6710091 DOI: 10.1503/jpn.180121] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Anorexia nervosa and bulimia nervosa are complex mental disorders, and their etiology is still not fully understood. This paper reviews the literature on diffusion tensor imaging studies in patients with anorexia nervosa and bulimia nervosa to explore the usefulness of white matter microstructural analysis in understanding the pathophysiology of eating disorders. METHODS We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines to identify diffusion tensor imaging studies that compared patients with an eating disorder to control groups. We searched relevant databases for studies published from database inception to August 2018, using combinations of select keywords. We categorized white matter tracts according to their 3 main classes: projection (i.e., thalamo–cortical), association (i.e., occipital–parietal–temporal–frontal) and commissural (e.g., corpus callosum). RESULTS We included 19 papers that investigated a total of 427 participants with current or previous eating disorders and 444 controls. Overall, the studies used different diffusion tensor imaging approaches and showed widespread white matter abnormalities in patients with eating disorders. Despite differences among the studies, patients with anorexia nervosa showed mainly white matter microstructural abnormalities of thalamo–cortical tracts (i.e., corona radiata, thalamic radiations) and occipital–parietal–temporal–frontal tracts (i.e., left superior longitudinal and inferior fronto-occipital fasciculi). It was less clear whether white matter alterations persist after recovery from anorexia nervosa. Available data on bulimia nervosa were partially similar to those for anorexia nervosa. LIMITATIONS Study sample composition and diffusion tensor imaging analysis techniques were heterogeneous. The number of studies on bulimia nervosa was too limited to be conclusive. CONCLUSION White matter microstructure appears to be affected in anorexia nervosa, and these alterations may play a role in the pathophysiology of this eating disorder. Although we found white matter alterations in bulimia nervosa that were similar to those in anorexia nervosa, white matter changes in bulimia nervosa remain poorly investigated, and these findings were less conclusive. Further studies with longitudinal designs and multi-approach analyses are needed to better understand the role of white matter changes in eating disorders.
Collapse
Affiliation(s)
- Santino Gaudio
- From the Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (Gaudio, Olivo, Schiöth); the Centre for Integrated Research, Area of Diagnostic Imaging, Universita Campus Bio-Medico di Roma, Rome, Italy (Gaudio); the Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy (Carducci, Piervincenzi); and the Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia (Schiöth)
| | - Filippo Carducci
- From the Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (Gaudio, Olivo, Schiöth); the Centre for Integrated Research, Area of Diagnostic Imaging, Universita Campus Bio-Medico di Roma, Rome, Italy (Gaudio); the Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy (Carducci, Piervincenzi); and the Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia (Schiöth)
| | - Claudia Piervincenzi
- From the Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (Gaudio, Olivo, Schiöth); the Centre for Integrated Research, Area of Diagnostic Imaging, Universita Campus Bio-Medico di Roma, Rome, Italy (Gaudio); the Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy (Carducci, Piervincenzi); and the Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia (Schiöth)
| | - Gaia Olivo
- From the Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (Gaudio, Olivo, Schiöth); the Centre for Integrated Research, Area of Diagnostic Imaging, Universita Campus Bio-Medico di Roma, Rome, Italy (Gaudio); the Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy (Carducci, Piervincenzi); and the Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia (Schiöth)
| | - Helgi B. Schiöth
- From the Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (Gaudio, Olivo, Schiöth); the Centre for Integrated Research, Area of Diagnostic Imaging, Universita Campus Bio-Medico di Roma, Rome, Italy (Gaudio); the Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy (Carducci, Piervincenzi); and the Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia (Schiöth)
| |
Collapse
|
20
|
Zhao Q, Kwon D, Müller-Oehring EM, Le Berre AP, Pfefferbaum A, Sullivan EV, Pohl KM. Longitudinally consistent estimates of intrinsic functional networks. Hum Brain Mapp 2019; 40:2511-2528. [PMID: 30806009 PMCID: PMC6497087 DOI: 10.1002/hbm.24541] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 01/08/2019] [Accepted: 02/04/2019] [Indexed: 12/17/2022] Open
Abstract
Increasing numbers of neuroimaging studies are acquiring data to examine changes in brain architecture by investigating intrinsic functional networks (IFN) from longitudinal resting-state functional MRI (rs-fMRI). At the subject level, these IFNs are determined by cross-sectional procedures, which neglect intra-subject dependencies and result in suboptimal estimates of the networks. Here, a novel longitudinal approach simultaneously extracts subject-specific IFNs across multiple visits by explicitly modeling functional brain development as an essential context for seeking change. On data generated by an innovative simulation based on real rs-fMRI, the method was more accurate in estimating subject-specific IFNs than cross-sectional approaches. Furthermore, only group-analysis based on longitudinally consistent estimates identified significant developmental effects within IFNs of 246 adolescents from the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA) study. The findings were confirmed by the cross-sectional estimates when the corresponding group analysis was confined to the developmental effects. Those effects also converged with current concepts of neurodevelopment.
Collapse
Affiliation(s)
- Qingyu Zhao
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Dongjin Kwon
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California.,Center for Health Sciences, SRI International, Menlo Park, California
| | - Eva M Müller-Oehring
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California.,Center for Health Sciences, SRI International, Menlo Park, California
| | - Anne-Pascale Le Berre
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Adolf Pfefferbaum
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California.,Center for Health Sciences, SRI International, Menlo Park, California
| | - Edith V Sullivan
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Kilian M Pohl
- Center for Health Sciences, SRI International, Menlo Park, California
| |
Collapse
|
21
|
Mallio CA, Piervincenzi C, Gianolio E, Cirimele V, Papparella LG, Marano M, Quintiliani L, Aime S, Carducci F, Parizel PM, Quattrocchi CC. Absence of dentate nucleus resting-state functional connectivity changes in nonneurological patients with gadolinium-related hyperintensity on T1
-weighted images. J Magn Reson Imaging 2019; 50:445-455. [DOI: 10.1002/jmri.26669] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 01/09/2019] [Accepted: 01/10/2019] [Indexed: 12/25/2022] Open
Affiliation(s)
- Carlo A. Mallio
- Departmental Faculty of Medicine and Surgery; Università Campus Bio-Medico di Roma; Rome Italy
| | - Claudia Piervincenzi
- Department of Physiology and Pharmacology, Neuroimaging Laboratory; Università La Sapienza; Rome Italy
| | - Eliana Gianolio
- Department of Molecular Biotechnology and Health Sciences; Università di Torino; Torino Italy
| | - Vincenzo Cirimele
- Departmental Faculty of Medicine and Surgery; Università Campus Bio-Medico di Roma; Rome Italy
| | - Luigi G. Papparella
- Departmental Faculty of Medicine and Surgery; Università Campus Bio-Medico di Roma; Rome Italy
| | - Massimo Marano
- Departmental Faculty of Medicine and Surgery; Università Campus Bio-Medico di Roma; Rome Italy
| | - Livia Quintiliani
- Departmental Faculty of Medicine and Surgery; Università Campus Bio-Medico di Roma; Rome Italy
| | - Silvio Aime
- Department of Molecular Biotechnology and Health Sciences; Università di Torino; Torino Italy
| | - Filippo Carducci
- Department of Physiology and Pharmacology, Neuroimaging Laboratory; Università La Sapienza; Rome Italy
| | - Paul M. Parizel
- Department of Radiology; Antwerp University Hospital; Edegem Belgium
| | - Carlo C. Quattrocchi
- Departmental Faculty of Medicine and Surgery; Università Campus Bio-Medico di Roma; Rome Italy
| |
Collapse
|
22
|
Di Lernia D, Serino S, Polli N, Cacciatore C, Persani L, Riva G. Interoceptive Axes Dissociation in Anorexia Nervosa: A Single Case Study With Follow Up Post-recovery Assessment. Front Psychol 2019; 9:2488. [PMID: 30705649 PMCID: PMC6345152 DOI: 10.3389/fpsyg.2018.02488] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 11/22/2018] [Indexed: 12/28/2022] Open
Abstract
Anorexia nervosa (AN) is a disorder characterized by alterations in body perception. Recent literature suggested that AN can also impair the processing of stimuli from inside the body (i.e., interoceptive) however, very few studies performed a complete interoceptive assessment exploring the evolution of the interoceptive dimensions before and after the subject’s recovery. To address this gap in knowledge, this study presented the case of Diana, a 25 years old woman affected by AN. At hospital admission, Diana performed a complete interoceptive assessment for accuracy (IAc), metacognitive awareness (IAw), sensibility (IAs), and interoceptive buffer saturation (IBs) – a new index that behaviourally evaluated the amount of interoceptive processing. Measures were repeated at the end of an outpatients rehabilitative hospital program, after Diana’s recovery. Results were confronted with a control (N = 4) of healthy female subjects. Analyses indicated severe deficits in accuracy, buffer saturation, and sensibility compared to control group. Conversely, metacognitive awareness was pathologically enhanced. After the rehabilitative hospital program, Diana’s clinical condition was largely improved and this reflected back on the interoceptive patterns that appeared restored, with no difference in interoceptive accuracy and metacognition compared to the control group. In conclusion, results indicated a very specific dissociation between interoceptive axes in AN with pervasive deficits in perception and processing that were accompanied by a pathologically enhanced confidence in the wrong perceptions. This case study reported an interesting and unique clinical pattern with a severe dissociation between interoceptive perceptions that nonetheless appeared restored after the subject’s recovery, highlighting the role of interoceptive assessment in the clinical evolution of AN.
Collapse
Affiliation(s)
- Daniele Di Lernia
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | - Silvia Serino
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy.,Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Nicoletta Polli
- UO di Endocrinologia e Malattie Metaboliche, IRCCS Istituto Auxologico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Chiara Cacciatore
- UO di Endocrinologia e Malattie Metaboliche, IRCCS Istituto Auxologico, Milan, Italy
| | - Luca Persani
- UO di Endocrinologia e Malattie Metaboliche, IRCCS Istituto Auxologico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Giuseppe Riva
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy.,Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| |
Collapse
|
23
|
Uniacke B, Wang Y, Biezonski D, Sussman T, Lee S, Posner J, Steinglass J. Resting-state connectivity within and across neural circuits in anorexia nervosa. Brain Behav 2019; 9:e01205. [PMID: 30590873 PMCID: PMC6373651 DOI: 10.1002/brb3.1205] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 11/29/2018] [Accepted: 11/30/2018] [Indexed: 12/20/2022] Open
Abstract
INTRODUCTION Obsessional thoughts and ritualized eating behaviors are characteristic of Anorexia Nervosa (AN), leading to the common suggestion that the illness shares neurobiology with obsessive-compulsive disorder (OCD). Resting-state functional connectivity MRI (rs-fcMRI) is a measure of functional neural architecture. This longitudinal study examined functional connectivity in AN within the limbic cortico-striato-thalamo-cortical (CSTC) loop, as well as in the salience network, the default mode network, and the executive control network (components of the triple network model of psychopathology). METHODS Resting-state functional connectivity MRI scans were collected in unmedicated female inpatients with AN (n = 25) and healthy controls (HC; n = 24). Individuals with AN were scanned before and after weight restoration and followed for one month after hospital discharge. HC were scanned twice over the same timeframe. RESULTS Using a seed-based correlation approach, individuals with AN had increased connectivity within the limbic CSTC loop when underweight, only. There was no significant association between limbic CSTC connectivity and obsessive-compulsive symptoms or prognosis. Exploratory analyses of functional network connectivity within the triple network model showed reduced connectivity between the salience network and left executive control network among AN relative to HC. These abnormalities persisted following weight restoration. CONCLUSIONS The CSTC findings suggest that the neural underpinnings of obsessive-compulsive symptoms may differ from those of OCD. The inter-network abnormalities warrant examination in relation to illness-specific behaviors, namely abnormal eating behavior. This longitudinal study highlights the complexity of the neural underpinnings of AN.
Collapse
Affiliation(s)
- Blair Uniacke
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York.,Department of Psychiatry, New York State Psychiatric Institute, New York, New York
| | - Yun Wang
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York.,Department of Psychiatry, New York State Psychiatric Institute, New York, New York
| | | | - Tamara Sussman
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York.,Department of Psychiatry, New York State Psychiatric Institute, New York, New York
| | - Seonjoo Lee
- Division of Mental Health Data Science, New York State Psychiatric Institute, New York, New York.,Department of Biostatistics, Columbia University Irving Medical Center, New York, New York
| | - Jonathan Posner
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York.,Department of Psychiatry, New York State Psychiatric Institute, New York, New York
| | - Joanna Steinglass
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York.,Department of Psychiatry, New York State Psychiatric Institute, New York, New York
| |
Collapse
|
24
|
Reduced resting-state connectivity in areas involved in processing of face-related social cues in female adolescents with atypical anorexia nervosa. Transl Psychiatry 2018; 8:275. [PMID: 30546060 PMCID: PMC6293319 DOI: 10.1038/s41398-018-0333-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 10/15/2018] [Accepted: 11/13/2018] [Indexed: 12/14/2022] Open
Abstract
Atypical anorexia nervosa (AN) has a high incidence in adolescents and can result in significant morbidity and mortality. Neuroimaging could improve our knowledge regarding the pathogenesis of eating disorders (EDs), however research on adolescents with EDs is limited. To date no neuroimaging studies have been conducted to investigate brain functional connectivity in atypical AN. We investigated resting-state functional connectivity using 3 T MRI in 22 drug-naïve adolescent patients with atypical AN, and 24 healthy controls. Psychological traits related to the ED and depressive symptoms have been assessed using the Eating Disorders Examination Questionnaire (EDE-Q) and the Montgomery-Åsberg Depression Rating Scale self-reported (MADRS-S) respectively. Reduced connectivity was found in patients in brain areas involved in face-processing and social cognition, such as the left putamen, the left occipital fusiform gyrus, and specific cerebellar lobules. The connectivity was, on the other hand, increased in patients compared with controls from the right inferior temporal gyrus to the superior parietal lobule and superior lateral occipital cortex. These areas are involved in multimodal stimuli integration, social rejection and anxiety. Patients scored higher on the EDE-Q and MADRS-S questionnaires, and the MADRS-S correlated with connectivity from the right inferior temporal gyrus to the superior parietal lobule in patients. Our findings point toward a role for an altered development of socio-emotional skills in the pathogenesis of atypical AN. Nonetheless, longitudinal studies will be needed to assess whether these connectivity alterations might be a neural marker of the pathology.
Collapse
|
25
|
Di Lernia D, Cipresso P, Pedroli E, Riva G. Toward an Embodied Medicine: A Portable Device with Programmable Interoceptive Stimulation for Heart Rate Variability Enhancement. SENSORS 2018; 18:s18082469. [PMID: 30061531 PMCID: PMC6111417 DOI: 10.3390/s18082469] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 07/22/2018] [Accepted: 07/25/2018] [Indexed: 12/21/2022]
Abstract
In this paper, we describe and test a new portable device that is able to deliver tactile interoceptive stimulation. The device works by delivering precise interoceptive parasympathetic stimuli to C-tactile afferents connected to the lamina I spinothalamocortical system. In humans, interoceptive stimulation can be used to enhance heart rate variability (HRV). To test the effectiveness of the device in enhancing HRV, 13 subjects were randomly assigned in a single-blind between-subjects design either to the experimental condition or to the control condition. In the experimental condition, subjects received stimulation with the developed device; in the control condition subjects received stimulation with static non-interoceptive pressure. Subjects’ electrocardiograms (ECG) were recorded, with sampling at 1000 Hz for 5 min as a baseline, and then during the stimulations (11 min). Time domain analyses were performed to estimate the short-term vagally mediated component (rMSSD) of HRV. Results indicated that the experimental group showed enhanced rMSSD, compared to the control group. Moreover, frequency domain analyses indicated that high frequency band power, which reflects parasympathetic activity in humans, also appeared to be enhanced in the experimental group compared to control subjects. Conclusions and future challenges for an embodied perspective of rehabilitative medicine are discussed.
Collapse
Affiliation(s)
- Daniele Di Lernia
- Department of Psychology, Università Cattolica del Sacro Cuore, Largo Gemelli, 1, 20100 Milan, Italy.
| | - Pietro Cipresso
- Department of Psychology, Università Cattolica del Sacro Cuore, Largo Gemelli, 1, 20100 Milan, Italy.
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Via Magnasco, 2, 20149 Milan, Italy.
| | - Elisa Pedroli
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Via Magnasco, 2, 20149 Milan, Italy.
| | - Giuseppe Riva
- Department of Psychology, Università Cattolica del Sacro Cuore, Largo Gemelli, 1, 20100 Milan, Italy.
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Via Magnasco, 2, 20149 Milan, Italy.
| |
Collapse
|
26
|
Gaudio S, Olivo G, Beomonte Zobel B, Schiöth HB. Altered cerebellar-insular-parietal-cingular subnetwork in adolescents in the earliest stages of anorexia nervosa: a network-based statistic analysis. Transl Psychiatry 2018; 8:127. [PMID: 29980676 PMCID: PMC6035187 DOI: 10.1038/s41398-018-0173-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Revised: 03/11/2018] [Accepted: 05/11/2018] [Indexed: 12/22/2022] Open
Abstract
To date, few functional magnetic resonance imaging (fMRI) studies have explored resting-state functional connectivity (RSFC) in long-lasting anorexia nervosa (AN) patients via graph analysis. The aim of the present study is to investigate, via a graph approach (i.e., the network-based statistic), RSFC in a sample of adolescents at the earliest stages of AN (i.e., AN duration less than 6 months). Resting-state fMRI data was obtained from 15 treatment-naive female adolescents with AN restrictive type (AN-r) in its earliest stages and 15 age-matched healthy female controls. A network-based statistic analysis was used to isolate networks of interconnected nodes that differ between the two groups. Group comparison showed a decreased connectivity in a sub-network of connections encompassing the left and right rostral ACC, left paracentral lobule, left cerebellum (10th sub-division), left posterior insula, left medial fronto-orbital gyrus, and right superior occipital gyrus in AN patients. Results were not associated to alterations in intranodal or global connectivity. No sub-networks with an increased connectivity were identified in AN patients. Our findings suggest that RSFC may be specifically affected at the earliest stages of AN. Considering that the altered sub-network comprises areas mainly involved in somatosensory and interoceptive information and processing and in emotional processes, it could sustain abnormal integration of somatosensory and homeostatic signals, which may explain body image disturbances in AN. Further studies with larger samples and longitudinal designs are needed to confirm our findings and better understand the role and consequences of such functional alterations in AN.
Collapse
Affiliation(s)
- Santino Gaudio
- Department of Neuroscience, Functional Pharmacology, Uppsala University, BMC, Box 593, 751 24, Uppsala, Sweden. .,Eating Disorders Centre "La Cura del Girasole" ONLUS, Via Gregorio VII, 186/B, 00165, Rome, Italy. .,Area of Diagnostic Imaging, Departmental Faculty of Medicine and Surgery, Università "Campus Bio-Medico di Roma", via Alvaro del Portillo, 200, 00133, Rome, Italy.
| | - Gaia Olivo
- 0000 0004 1936 9457grid.8993.bDepartment of Neuroscience, Functional Pharmacology, Uppsala University, BMC, Box 593, 751 24 Uppsala, Sweden
| | - Bruno Beomonte Zobel
- 0000 0004 1757 5329grid.9657.dArea of Diagnostic Imaging, Departmental Faculty of Medicine and Surgery, Università “Campus Bio-Medico di Roma”, via Alvaro del Portillo, 200, 00133 Rome, Italy
| | - Helgi B. Schiöth
- 0000 0004 1936 9457grid.8993.bDepartment of Neuroscience, Functional Pharmacology, Uppsala University, BMC, Box 593, 751 24 Uppsala, Sweden
| |
Collapse
|
27
|
Beltz AM, Moser JS, Zhu DC, Burt SA, Klump KL. Using person-specific neural networks to characterize heterogeneity in eating disorders: Illustrative links between emotional eating and ovarian hormones. Int J Eat Disord 2018; 51:730-740. [PMID: 30132946 PMCID: PMC6186182 DOI: 10.1002/eat.22902] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2018] [Revised: 05/23/2018] [Accepted: 05/26/2018] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Emotional eating has been linked to ovarian hormone functioning, but no studies to-date have considered the role of brain function. This knowledge gap may stem from methodological challenges: Data are heterogeneous, violating assumptions of homogeneity made by between-subjects analyses. The primary aim of this paper is to describe an innovative within-subjects analysis that models heterogeneity and has potential for filling knowledge gaps in eating disorder research. We illustrate its utility in an application to pilot neuroimaging, hormone, and emotional eating data across the menstrual cycle. METHOD Group iterative multiple model estimation (GIMME) is a person-specific network approach for estimating sample-, subgroup-, and individual-level connections between brain regions. To illustrate its potential for eating disorder research, we apply it to pilot data from 10 female twins (N = 5 pairs) discordant for emotional eating and/or anxiety, who provided two resting state fMRI scans and hormone assays. We then demonstrate how the multimodal data can be linked in multilevel models. RESULTS GIMME generated person-specific neural networks that contained connections common across the sample, shared between co-twins, and unique to individuals. Illustrative analyses revealed positive relations between hormones and default mode connectivity strength for control twins, but no relations for their co-twins who engage in emotional eating or who had anxiety. DISCUSSION This paper showcases the value of person-specific neuroimaging network analysis and its multimodal associations in the study of heterogeneous biopsychosocial phenomena, such as eating behavior.
Collapse
Affiliation(s)
| | | | - David C Zhu
- Michigan State University, East Lansing, Michigan
| | | | | |
Collapse
|
28
|
Okamoto Y, Kitada R, Miyahara M, Kochiyama T, Naruse H, Sadato N, Okazawa H, Kosaka H. Altered perspective-dependent brain activation while viewing hands and associated imitation difficulties in individuals with autism spectrum disorder. Neuroimage Clin 2018; 19:384-395. [PMID: 30035023 PMCID: PMC6051493 DOI: 10.1016/j.nicl.2018.04.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 04/09/2018] [Accepted: 04/23/2018] [Indexed: 12/30/2022]
Abstract
Background Individuals with autism spectrum disorder (ASD) appear to have a unique awareness of their own body, which may be associated with difficulties of gestural interaction. In typically developing (TD) individuals, the perception of body parts is processed in various brain regions. For instance, activation of the lateral occipito-temporal cortex (LOTC) is known to depend on perspective (i.e., first- or third-person perspective) and identity (i.e., own vs. another person's body). In the present study, we examined how perspective and identity affect brain activation in individuals with ASD, and how perspective- and identity-dependent brain activation is associated with gestural imitation abilities. Methods Eighteen young adults with ASD and 18 TD individuals participated in an fMRI study in which the participants observed their own or another person's hands from the first- and third-person perspectives. We examined whether the brain activation associated with perspective and identity was altered in individuals with ASD. Furthermore, we identified the brain regions the activity of which correlated with gestural imitation difficulties in individuals with ASD. Results In the TD group, the left LOTC was more strongly activated by viewing a hand from the third-person perspective compared with the first-person perspective. This perspective effect in the left LOTC was significantly attenuated in the ASD group. We also observed significant group differences in the perspective effect in the medial prefrontal cortex (mPFC). Correlation analysis revealed that the perspective effect in the inferior parietal lobule (IPL) and cerebellum was associated with the gestural imitation ability in individuals with ASD. Conclusions Our study suggests that atypical visual self-body recognition in individuals with ASD is associated with an altered perspective effect in the LOTC and mPFC, which are thought to be involved in the physical and core selves, respectively. Furthermore, the gestural imitation difficulty in individuals with ASD might be associated with the altered activation in the IPL and cerebellum, but not in the LOTC. These findings shed light on common and divergent neural mechanisms underlying atypical visual self-body awareness and gestural interaction in ASD.
Collapse
Key Words
- ACC, anterior cingulate cortex
- AQ, autism spectrum quotient
- ASD, autism spectrum disorder
- Autism spectrum disorder
- CMS, cortical midline structure
- Cerebellum
- DISCO, diagnostic Interview for Social and communication Disorders
- EBA, extrastriate body area
- FISQ, full-scale intelligence quotient
- Functional magnetic resonance imaging
- IOG, inferior occipital gyrus
- IPL, inferior parietal lobule
- IQ, intelligence quotient
- Imitation
- Inferior parietal lobule
- LOTC, lateral occipito-temporal cortex
- Lateral occipito-temporal cortex
- MFG, middle frontal gyrus
- MNS, mirror neuron system
- MOG, middle occipital gyrus
- SRS, social responsiveness scale
- TD, typically developing
- ULS, upper limb sensitive
- Visual self-body recognition
- mPFC, medial prefrontal cortex
Collapse
Affiliation(s)
- Yuko Okamoto
- ATR-Promotions, Brain Activity Imaging Center, Kyoto, Japan; Research Center for Child Mental Development, University of Fukui, Fukui, Japan.
| | - Ryo Kitada
- Division of Psychology, School of Social Sciences, Nanyang Technological University, Singapore.
| | - Motohide Miyahara
- School of Physical Education, Sport and Exercise Sciences, University of Otago, Dunedin, New Zealand.
| | - Takanori Kochiyama
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan.
| | - Hiroaki Naruse
- Division of Physical Therapy and Rehabilitation, University of Fukui Hospital, Fukui, Japan.
| | - Norihiro Sadato
- Department of Cerebral Research, Division of Cerebral Integration, National Institute for Physiological Sciences, Aichi, Japan; Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies, Kanagawa, Japan.
| | - Hidehiko Okazawa
- Biomedical Imaging Research Center, University of Fukui, Fukui, Japan.
| | - Hirotaka Kosaka
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan; Department of Neuropsychiatry, University of Fukui, Fukui, Japan.
| |
Collapse
|
29
|
Via E, Goldberg X, Sánchez I, Forcano L, Harrison BJ, Davey CG, Pujol J, Martínez-Zalacaín I, Fernández-Aranda F, Soriano-Mas C, Cardoner N, Menchón JM. Self and other body perception in anorexia nervosa: The role of posterior DMN nodes. World J Biol Psychiatry 2018; 19:210-224. [PMID: 27873550 DOI: 10.1080/15622975.2016.1249951] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
OBJECTIVES Body image distortion is a core symptom of anorexia nervosa (AN), which involves alterations in self- (and other's) evaluative processes arising during body perception. At a neural level, self-related information is thought to rely on areas of the so-called default mode network (DMN), which, additionally, shows prominent synchronised activity at rest. METHODS Twenty female patients with AN and 20 matched healthy controls were scanned using magnetic resonance imaging when: (a) viewing video clips of their own body and another's body; (b) at rest. Between-group differences within the DMN during task performance were evaluated and further explored for task-related and resting-state-related functional connectivity alterations. RESULTS AN patients showed a hyperactivation of the dorsal posterior cingulate cortex during their own-body processing but a response failure to another's body processing at the precuneus and ventral PCC. Increased task-related connectivity was found between dPCC-dorsal anterior cingulate cortex and precuneus-mid-temporal cortex. Further, AN patients showed decreased resting-state connectivity between the dPCC and the angular gyrus. CONCLUSIONS The PCC and the precuneus are suggested as key components of a network supporting self-other-evaluative processes implicated in body distortion, while the existence of DMN alterations at rest might reflect a sustained, task-independent breakdown within this network in AN.
Collapse
Affiliation(s)
- Esther Via
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain.,b Department of Clinical Sciences , School of Medicine, University of Barcelona , Barcelona , Spain.,c Melbourne Neuropsychiatry Centre, The Department of Psychiatry , The University of Melbourne , Melbourne , Australia.,d Depression and Anxiety Program, Mental Health Department , Parc Taulí Sabadell University Hospital , Barcelona , Spain
| | - Ximena Goldberg
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain.,d Depression and Anxiety Program, Mental Health Department , Parc Taulí Sabadell University Hospital , Barcelona , Spain.,e CIBER Salud Mental (CIBERSAM) , Instituto de Salud Carlos III , Barcelona , Spain
| | - Isabel Sánchez
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain
| | - Laura Forcano
- f Clinical research group in human pharmacology and neuroscience , IMIM Research Institute at the Hospital de Mar , Barcelona , Spain.,g CIBER Fisiopatología Obesidad y Nutrición (CIBERObn) , Instituto de Salud Carlos III , Barcelona , Spain
| | - Ben J Harrison
- c Melbourne Neuropsychiatry Centre, The Department of Psychiatry , The University of Melbourne , Melbourne , Australia
| | - Christopher G Davey
- c Melbourne Neuropsychiatry Centre, The Department of Psychiatry , The University of Melbourne , Melbourne , Australia.,h Orygen, The National Centre of Excellence in Youth Mental Health , Melbourne , Australia
| | - Jesús Pujol
- i MRI Research Unit , Hospital del Mar, CIBERSAM G21 , Barcelona , Spain
| | - Ignacio Martínez-Zalacaín
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain
| | - Fernando Fernández-Aranda
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain.,b Department of Clinical Sciences , School of Medicine, University of Barcelona , Barcelona , Spain.,g CIBER Fisiopatología Obesidad y Nutrición (CIBERObn) , Instituto de Salud Carlos III , Barcelona , Spain
| | - Carles Soriano-Mas
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain.,e CIBER Salud Mental (CIBERSAM) , Instituto de Salud Carlos III , Barcelona , Spain.,j Department of Psychobiology and Methodology in Health Sciences , Universitat Autònoma de Barcelona , Spain
| | - Narcís Cardoner
- d Depression and Anxiety Program, Mental Health Department , Parc Taulí Sabadell University Hospital , Barcelona , Spain.,k Department of Psychiatry , Universitat Autònoma de Barcelona , Spain
| | - José M Menchón
- a Bellvitge University Hospital - Institut d'Investigació Biomèdica de Bellvitge (IDIBELL) , Barcelona , Spain.,b Department of Clinical Sciences , School of Medicine, University of Barcelona , Barcelona , Spain.,e CIBER Salud Mental (CIBERSAM) , Instituto de Salud Carlos III , Barcelona , Spain
| |
Collapse
|
30
|
Di Lernia D, Serino S, Pezzulo G, Pedroli E, Cipresso P, Riva G. Feel the Time. Time Perception as a Function of Interoceptive Processing. Front Hum Neurosci 2018; 12:74. [PMID: 29559902 PMCID: PMC5845687 DOI: 10.3389/fnhum.2018.00074] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2017] [Accepted: 02/12/2018] [Indexed: 12/11/2022] Open
Abstract
The nature of time is rooted in our body. Constellations of impulses arising from the flesh constantly create our interoceptive perception and, in turn, the unfolding of these perceptions defines human awareness of time. This study explored the connection between time perception and interoception and proposes the Interoceptive Buffer saturation (IBs) index. IBs evaluates subjects’ ability to process salient stimuli from the body by measuring subjective distortions of interoceptive time perception, i.e., the estimated duration of tactile interoceptive stimulations. Thirty female healthy subjects were recruited through consecutive sampling and assessed for common variables related to interoceptive alterations: depressive symptoms (Beck Depression Inventory, BDI-II), eating disorders (EDI-3) risk, and anxiety levels (State Trait Anxiety Inventory, STAI). Interoceptive cardiac accuracy (IAc) was assessed as well. Subjects performed verbal time estimation of interoceptive stimuli (IBs) delivered using a specifically designed interoceptive tactile stimulator, as well as verbal time estimation of visual and auditory stimuli. Results showed that IBs index positively correlated with IAc, and negatively with EDI-3 Drive for Thinness (DT) risk subscale. Moreover, IBs index was positively predicted by IAc, and negatively predicted by DT and somatic factors of depression. Our results suggest that underestimations in interoceptive time perception are connected to different psychological conditions characterized by a diminished processing of high salience stimuli from the body. Conversely, overestimations of the duration of interoceptive stimuli appear to be function of subjects’ ability to correctly perceive their own bodily information. Evidence supported IBs index, fostering the concept of interoceptive treatments for clinical purposes.
Collapse
Affiliation(s)
- Daniele Di Lernia
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | - Silvia Serino
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy.,Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Giovanni Pezzulo
- Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy
| | - Elisa Pedroli
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Pietro Cipresso
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy.,Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Giuseppe Riva
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy.,Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| |
Collapse
|
31
|
Bernardoni F, Geisler D, King JA, Javadi AH, Ritschel F, Murr J, Reiter AMF, Rössner V, Smolka MN, Kiebel S, Ehrlich S. Altered Medial Frontal Feedback Learning Signals in Anorexia Nervosa. Biol Psychiatry 2018; 83:235-243. [PMID: 29025688 DOI: 10.1016/j.biopsych.2017.07.024] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 06/12/2017] [Accepted: 07/05/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND In their relentless pursuit of thinness, individuals with anorexia nervosa (AN) engage in maladaptive behaviors (restrictive food choices and overexercising) that may originate in altered decision making and learning. METHODS In this functional magnetic resonance imaging study, we employed computational modeling to elucidate the neural correlates of feedback learning and value-based decision making in 36 female patients with AN and 36 age-matched healthy volunteers (12-24 years). Participants performed a decision task that required adaptation to changing reward contingencies. Data were analyzed within a hierarchical Gaussian filter model that captures interindividual variability in learning under uncertainty. RESULTS Behaviorally, patients displayed an increased learning rate specifically after punishments. At the neural level, hemodynamic correlates for the learning rate, expected value, and prediction error did not differ between the groups. However, activity in the posterior medial frontal cortex was elevated in AN following punishment. CONCLUSIONS Our findings suggest that the neural underpinning of feedback learning is selectively altered for punishment in AN.
Collapse
Affiliation(s)
- Fabio Bernardoni
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Daniel Geisler
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Joseph A King
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | | | - Franziska Ritschel
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany; Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Julia Murr
- Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Andrea M F Reiter
- Institute of General Psychology, Biopsychology and Methods of Psychology, Department of Psychology, Technische Universität Dresden, Dresden, Germany; Lifespan Developmental Neuroscience, Technische Universität Dresden, Dresden, Germany
| | - Veit Rössner
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Michael N Smolka
- Department of Psychiatry and Neuroimaging, Technische Universität Dresden, Dresden, Germany
| | - Stefan Kiebel
- Institute of General Psychology, Biopsychology and Methods of Psychology, Department of Psychology, Technische Universität Dresden, Dresden, Germany; Department of Psychiatry and Neuroimaging, Technische Universität Dresden, Dresden, Germany
| | - Stefan Ehrlich
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany; Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.
| |
Collapse
|
32
|
Gaudio S, Quattrocchi CC, Piervincenzi C, Zobel BB, Montecchi FR, Dakanalis A, Riva G, Carducci F. White matter abnormalities in treatment-naive adolescents at the earliest stages of Anorexia Nervosa: A diffusion tensor imaging study. Psychiatry Res Neuroimaging 2017; 266:138-145. [PMID: 28666248 DOI: 10.1016/j.pscychresns.2017.06.011] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2017] [Revised: 05/21/2017] [Accepted: 06/18/2017] [Indexed: 11/21/2022]
Abstract
Few studies have examined white matter (WM) integrity in long-lasting Anorexia Nervosa (AN) patients using Diffusion Tensor Imaging (DTI). In this paper, we investigated WM integrity at the earliest stages of AN (i.e. less than 6 months duration). Fourteen treatment-naive female adolescents with AN restrictive type (AN-r) in its earliest stages and 15 age-matched healthy females received brain MRI. Fractional Anisotropy (FA), Axial Diffusivity (AD), Radial diffusivity (RD), and Mean Diffusivity (MD) maps were computed from DTI data using Tract-Based Spatial Statistics analysis. AN-r patients showed FA decreases compared to controls (pFWE < 0.05) mainly in left anterior and superior corona radiata and left superior longitudinal fasciculus. AN-r patients also showed decreased AD in superior longitudinal fasciculus bilaterally and left superior and anterior corona radiata, (pFWE < 0.05). No significant differences were found in RD and MD values between the two groups. FA and AD integrity appears to be specifically affected at the earliest stages of AN. Alterations in the microstructural properties of the above mentioned tracts, also involved in cognitive control and visual perception and processing, may be early mechanisms of vulnerability/resilience of WM in AN and sustain the key symptoms of AN, such as impaired cognitive flexibility and body image distortion.
Collapse
Affiliation(s)
- Santino Gaudio
- Departmental Faculty of Medicine and Surgery, Università "Campus Bio-Medico di Roma", Rome, Italy; Eating Disorders Centre "La Cura del Girasole" ONLUS, Rome, Italy; Department of Neuroscience, Functional Pharmacology, Uppsala University, BMC, Box 593, 751 24 Uppsala, Sweden.
| | - Carlo Cosimo Quattrocchi
- Departmental Faculty of Medicine and Surgery, Università "Campus Bio-Medico di Roma", Rome, Italy
| | - Claudia Piervincenzi
- Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy
| | - Bruno Beomonte Zobel
- Departmental Faculty of Medicine and Surgery, Università "Campus Bio-Medico di Roma", Rome, Italy
| | | | - Antonios Dakanalis
- Department of Brain and Behavioural Sciences, University of Pavia, P.za Botta 11, 27100 Pavia, Italy; Department of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy
| | - Giuseppe Riva
- Applied Technology for Neuro-Psychology Lab, Istituto Auxologico Italiano, Milan, Italy; Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | - Filippo Carducci
- Department of Physiology and Pharmacology, Neuroimaging Laboratory, Sapienza University, Rome, Italy
| |
Collapse
|
33
|
Geisler D, Ritschel F, King JA, Bernardoni F, Seidel M, Boehm I, Runge F, Goschke T, Roessner V, Smolka MN, Ehrlich S. Increased anterior cingulate cortex response precedes behavioural adaptation in anorexia nervosa. Sci Rep 2017; 7:42066. [PMID: 28198813 PMCID: PMC5304157 DOI: 10.1038/srep42066] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 12/07/2016] [Indexed: 01/28/2023] Open
Abstract
Patients with anorexia nervosa (AN) are characterised by increased self-control, cognitive rigidity and impairments in set-shifting, but the underlying neural mechanisms are poorly understood. Here we used functional magnetic resonance imaging (fMRI) to elucidate the neural correlates of behavioural adaptation to changes in reward contingencies in young acutely ill AN patients. Thirty-six adolescent/young adult, non-chronic female AN patients and 36 age-matched healthy females completed a well-established probabilistic reversal learning task during fMRI. We analysed hemodynamic responses in empirically-defined regions of interest during positive feedback and negative feedback not followed/followed by behavioural adaptation and conducted functional connectivity analyses. Although overall task performance was comparable between groups, AN showed increased shifting after receiving negative feedback (lose-shift behaviour) and altered dorsal anterior cingulate cortex (dACC) responses as a function of feedback. Specifically, patients had increased dACC responses (which correlated with perfectionism) and task-related coupling with amygdala preceding behavioural adaption. Given the generally preserved task performance in young AN, elevated dACC responses specifically during behavioural adaption is suggestive of increased monitoring for the need to adjust performance strategies. Higher dACC-amygdala coupling and increased adaptation after negative feedback underlines this interpretation and could be related to intolerance of uncertainty which has been suggested for AN.
Collapse
Affiliation(s)
- Daniel Geisler
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Franziska Ritschel
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Joseph A King
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Fabio Bernardoni
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Maria Seidel
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Ilka Boehm
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Franziska Runge
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Thomas Goschke
- Department of Psychology, Institute of General Psychology, Biopsychology and Methods of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Veit Roessner
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Michael N Smolka
- Department of Psychiatry and Neuroimaging, Technische Universität Dresden, Dresden, Germany
| | - Stefan Ehrlich
- Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.,Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| |
Collapse
|
34
|
Scaife JC, Godier LR, Filippini N, Harmer CJ, Park RJ. Reduced Resting-State Functional Connectivity in Current and Recovered Restrictive Anorexia Nervosa. Front Psychiatry 2017; 8:30. [PMID: 28400737 PMCID: PMC5368282 DOI: 10.3389/fpsyt.2017.00030] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 02/08/2017] [Indexed: 12/18/2022] Open
Abstract
Functional connectivity studies based on resting-state functional magnetic resonance imaging (rs-fMRI) have shown alterations in brain networks associated with self-referential processing, cognitive control, and somatosensory processing in anorexia nervosa (AN). This study aimed to further investigate the functional connectivity of resting-state networks (RSNs) in homogenous subsamples of individuals with restrictive AN (current and recovered) and the relationship this has with core eating disorder psychopathology. rs-fMRI scans were obtained from 12 female individuals with restrictive AN, 14 females recovered from restrictive AN, and 16 female healthy controls. Independent components analysis revealed a set of functionally relevant RSNs, previously reported in the literature. Dual regression analysis showed decreased temporal coherence within the lateral visual and auditory RSNs in individuals with current AN and those recovered from AN compared to healthy individuals. This decreased connectivity was also found in regions associated with somatosensory processing, and is consistent with reduced interoceptive awareness and body image perception, characteristic of AN. Widespread gray matter (GM) reductions were also found in both the AN groups, and differences in functional connectivity were no longer significant when GM maps were added as a covariate in the dual regression analysis. This raises the possibility that deficits in somatosensory and interoceptive processing observed in AN may be in part underpinned or exacerbated by GM reductions.
Collapse
Affiliation(s)
- Jessica Clare Scaife
- Department of Psychiatry, University of Oxford and Oxford Health NHS Foundation Trust, Warneford Hospital , Oxford , UK
| | - Lauren Rose Godier
- Department of Psychiatry, University of Oxford and Oxford Health NHS Foundation Trust, Warneford Hospital , Oxford , UK
| | - Nicola Filippini
- Department of Psychiatry, University of Oxford and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, UK; FMRIB Centre, University of Oxford, Oxford, UK
| | - Catherine J Harmer
- Department of Psychiatry, University of Oxford and Oxford Health NHS Foundation Trust, Warneford Hospital , Oxford , UK
| | - Rebecca J Park
- Department of Psychiatry, University of Oxford and Oxford Health NHS Foundation Trust, Warneford Hospital , Oxford , UK
| |
Collapse
|
35
|
Gaudio S, Wiemerslage L, Brooks SJ, Schiöth HB. A systematic review of resting-state functional-MRI studies in anorexia nervosa: Evidence for functional connectivity impairment in cognitive control and visuospatial and body-signal integration. Neurosci Biobehav Rev 2016; 71:578-589. [DOI: 10.1016/j.neubiorev.2016.09.032] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 08/11/2016] [Accepted: 09/30/2016] [Indexed: 10/20/2022]
|
36
|
Bartholdy S, Campbell IC, Schmidt U, O’Daly OG. Proactive inhibition: An element of inhibitory control in eating disorders. Neurosci Biobehav Rev 2016; 71:1-6. [DOI: 10.1016/j.neubiorev.2016.08.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 07/19/2016] [Accepted: 08/05/2016] [Indexed: 12/01/2022]
|
37
|
Bang L, Rø Ø, Endestad T. Amygdala alterations during an emotional conflict task in women recovered from anorexia nervosa. Psychiatry Res Neuroimaging 2016; 248:126-133. [PMID: 26778366 DOI: 10.1016/j.pscychresns.2015.12.008] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 12/22/2015] [Accepted: 12/28/2015] [Indexed: 11/17/2022]
Abstract
The pathophysiology of anorexia nervosa (AN) is not completely understood, but research suggests that alterations in brain circuits related to cognitive control and emotion are central. The aim of this study was to explore neural responses to an emotional conflict task in women recovered from AN. Functional magnetic resonance imaging was used to measure neural responses to an emotional conflict task in 22 women recovered from AN and 21 age-matched healthy controls. The task involved categorizing affective faces while ignoring affective words. Face and word stimuli were either congruent (non-conflict) or incongruent (conflict). Brain responses to emotional conflict did not differ between groups. However, in response to emotional non-conflict, women recovered from AN relative to healthy controls showed significantly less activation in the bilateral amygdala. Specifically, while emotional non-conflict evoked significant activations of the amygdala in healthy controls, recovered AN women did not show such activations. Similar significant group differences were also observed in the hippocampus and basal ganglia. These results suggest that women recovered from AN are characterized by alterations within emotion-related brain circuits. Recovered women's absence of amygdala and hippocampus activation during non-conflict trials possibly reflects an impaired ability to process emotional significant stimuli.
Collapse
Affiliation(s)
- Lasse Bang
- Regional Department for Eating Disorders, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
| | - Øyvind Rø
- Regional Department for Eating Disorders, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Tor Endestad
- Institute of Psychology, University of Oslo, Oslo, Norway
| |
Collapse
|
38
|
Feis RA, Smith SM, Filippini N, Douaud G, Dopper EGP, Heise V, Trachtenberg AJ, van Swieten JC, van Buchem MA, Rombouts SARB, Mackay CE. ICA-based artifact removal diminishes scan site differences in multi-center resting-state fMRI. Front Neurosci 2015; 9:395. [PMID: 26578859 PMCID: PMC4621866 DOI: 10.3389/fnins.2015.00395] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 10/08/2015] [Indexed: 11/17/2022] Open
Abstract
Resting-state fMRI (R-fMRI) has shown considerable promise in providing potential biomarkers for diagnosis, prognosis and drug response across a range of diseases. Incorporating R-fMRI into multi-center studies is becoming increasingly popular, imposing technical challenges on data acquisition and analysis, as fMRI data is particularly sensitive to structured noise resulting from hardware, software, and environmental differences. Here, we investigated whether a novel clean up tool for structured noise was capable of reducing center-related R-fMRI differences between healthy subjects. We analyzed three Tesla R-fMRI data from 72 subjects, half of whom were scanned with eyes closed in a Philips Achieva system in The Netherlands, and half of whom were scanned with eyes open in a Siemens Trio system in the UK. After pre-statistical processing and individual Independent Component Analysis (ICA), FMRIB's ICA-based X-noiseifier (FIX) was used to remove noise components from the data. GICA and dual regression were run and non-parametric statistics were used to compare spatial maps between groups before and after applying FIX. Large significant differences were found in all resting-state networks between study sites before using FIX, most of which were reduced to non-significant after applying FIX. The between-center difference in the medial/primary visual network, presumably reflecting a between-center difference in protocol, remained statistically significant. FIX helps facilitate multi-center R-fMRI research by diminishing structured noise from R-fMRI data. In doing so, it improves combination of existing data from different centers in new settings and comparison of rare diseases and risk genes for which adequate sample size remains a challenge.
Collapse
Affiliation(s)
- Rogier A Feis
- Department of Radiology, Leiden University Medical Centre Leiden, Netherlands ; FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK
| | - Stephen M Smith
- FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK
| | - Nicola Filippini
- FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK ; Department of Psychiatry, University of Oxford Oxford, UK
| | - Gwenaëlle Douaud
- FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK
| | - Elise G P Dopper
- Department of Radiology, Leiden University Medical Centre Leiden, Netherlands ; Department of Neurology, Erasmus Medical Centre Rotterdam, Netherlands
| | - Verena Heise
- FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK ; Department of Psychiatry, University of Oxford Oxford, UK
| | - Aaron J Trachtenberg
- FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK
| | | | - Mark A van Buchem
- Department of Radiology, Leiden University Medical Centre Leiden, Netherlands ; Leiden Institute for Brain and Cognition, Leiden University Leiden, Netherlands
| | - Serge A R B Rombouts
- Department of Radiology, Leiden University Medical Centre Leiden, Netherlands ; Leiden Institute for Brain and Cognition, Leiden University Leiden, Netherlands ; Institute of Psychology, Leiden University Leiden, Netherlands
| | - Clare E Mackay
- FMRIB, Nuffield Department of Clinical Neurosciences, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, University of Oxford Oxford, UK ; Department of Psychiatry, University of Oxford Oxford, UK
| |
Collapse
|