1
|
Noon R, Pathan T. A Systematic Review to Explore a Neuropsychological Profile that Predates Anorexia Nervosa. Arch Clin Neuropsychol 2024:acae072. [PMID: 39244212 DOI: 10.1093/arclin/acae072] [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: 01/24/2024] [Revised: 07/11/2024] [Accepted: 08/23/2024] [Indexed: 09/09/2024] Open
Abstract
OBJECTIVE Research demonstrates reduced cognitive flexibility and weak central coherence during acute illness and following recovery from anorexia nervosa (AN). This systematic review investigated if these impairments are present in first-degree relatives of individuals with AN, representing a possible neuropsychological risk profile. METHODS A systematic review of electronic databases was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The search ended on July 14, 2023. Established search terms and inclusion criteria identified relevant research. Risk of bias was assessed using the Critical Appraisal Skills Program. The review was registered with Prospero international prospective register of systematic reviews (No. CRD42023401268). Study selection, descriptive data, critical appraisal, and risk of bias are presented in tables and figures. RESULTS The search yielded 10 studies. The included studies conducted neuropsychological assessments of discordant AN relatives and lifetime longitudinal study participants. Most studies found cognitive flexibility and central coherence to be significantly reduced in participants with AN and their relatives compared with controls. One study found decision making to be significantly impaired in AN participants and relatives. Effect sizes were moderate to large. DISCUSSION Reduced cognitive flexibility and weak central coherence appear to be endophenotypes of AN. Further research is required with relatives concordant for AN to establish whether these biomarkers co-segregate with AN within families. These findings suggest a possibility of developing screeners to identify individuals at risk of AN allowing for early intervention.
Collapse
Affiliation(s)
- Rachel Noon
- Division of Medicine, Eating Disorders and Clinical Nutrition, UCL, London, UK
| | - Tayeem Pathan
- Division of Medicine, MRCPsych Honorary Clinical Lecturer, Consultant Psychiatrist in Eating Disorders, Surrey and Borders Partnership NHS Foundation Trust, UCL, London, UK
| |
Collapse
|
2
|
Kim M, Lee J, Lee SY, Ha M, Park I, Jang J, Jang M, Park S, Kwon JS. Development of an eye-tracking system based on a deep learning model to assess executive function in patients with mental illnesses. Sci Rep 2024; 14:18186. [PMID: 39107349 PMCID: PMC11303748 DOI: 10.1038/s41598-024-68586-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 07/25/2024] [Indexed: 08/10/2024] Open
Abstract
Patients with mental illnesses, particularly psychosis and obsessive‒compulsive disorder (OCD), frequently exhibit deficits in executive function and visuospatial memory. Traditional assessments, such as the Rey‒Osterrieth Complex Figure Test (RCFT), performed in clinical settings require time and effort. This study aimed to develop a deep learning model using the RCFT and based on eye tracking to detect impaired executive function during visuospatial memory encoding in patients with mental illnesses. In 96 patients with first-episode psychosis, 49 with clinical high risk for psychosis, 104 with OCD, and 159 healthy controls, eye movements were recorded during a 3-min RCFT figure memorization task, and organization and immediate recall scores were obtained. These scores, along with the fixation points indicating eye-focused locations in the figure, were used to train a Long Short-Term Memory + Attention model for detecting impaired executive function and visuospatial memory. The model distinguished between normal and impaired executive function, with an F1 score of 83.5%, and identified visuospatial memory deficits, with an F1 score of 80.7%, regardless of psychiatric diagnosis. These findings suggest that this eye tracking-based deep learning model can directly and rapidly identify impaired executive function during visuospatial memory encoding, with potential applications in various psychiatric and neurological disorders.
Collapse
Affiliation(s)
- Minah Kim
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, 101 Daehak-no, Chongno-gu, Seoul, 03080, Republic of Korea
| | - Jungha Lee
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea
| | - Soo Yong Lee
- Kim Jaechul Graduate School of Artificial Intelligence, KAIST, Daejeon, Republic of Korea
| | - Minji Ha
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea
| | - Inkyung Park
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea
| | - Jiseon Jang
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Moonyoung Jang
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, 101 Daehak-no, Chongno-gu, Seoul, 03080, Republic of Korea
| | - Sunghyun Park
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jun Soo Kwon
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.
- Department of Psychiatry, Seoul National University College of Medicine, 101 Daehak-no, Chongno-gu, Seoul, 03080, Republic of Korea.
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea.
- Institute of Human Behavioral Medicine, SNU-MRC, Seoul, Republic of Korea.
| |
Collapse
|
3
|
Frigeni M, Petilli MA, Gobbo S, Di Giusto V, Zorzi CF, Rabuffetti M, Spinelli F, Gower V, Daini R, Cavallini A. Tablet-based Rey-Osterrieth Complex Figure copy task: a novel application to assess spatial, procedural, and kinematic aspects of drawing in children. Sci Rep 2024; 14:16787. [PMID: 39039095 PMCID: PMC11263365 DOI: 10.1038/s41598-024-67076-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 07/08/2024] [Indexed: 07/24/2024] Open
Abstract
The paper-and-pencil Rey-Osterrieth Complex Figure (ROCF) copy task has been extensively used to assess visuo-constructional skills in children and adults. The scoring systems utilized in clinical practice provide an integrated evaluation of the drawing process, without differentiating between its visuo-constructional, organizational, and motor components. Here, a tablet-based ROCF copy task capable of providing a quantitative assessment of the drawing process, differentiating between visuo-constructional, organizational, and motor skills, is trialed in 94 healthy children, between 7 and 11 years of age. Through previously validated algorithms, 12 indices of performance in the ROCF copy task were obtained for each child. Principal component analysis of the 12 indices identified spatial, procedural, and kinematic components as distinct dimensions of the drawing process. A composite score for each dimension was determined, and correlation analysis between composite scores and conventional paper-and-pencil measures of visuo-constructional, procedural, and motor skills performed. The results obtained confirmed that the constructional, organizational, and motor dimensions underlie complex figure drawing in children; and that each dimension can be measured by a unique composite score. In addition, the composite scores here obtained from children were compared with previsions results from adults, offering a novel insight into how the interplay between the three dimensions of drawing evolves with age.
Collapse
Affiliation(s)
- Marta Frigeni
- Fondazione Don Carlo Gnocchi IRCCS S. Maria Nascente, Milan, Italy.
- Division of Medical Genetics, Department of Pediatrics, Northwell Health, Great Neck, NY, USA.
| | - Marco A Petilli
- Department of Psychology, Università Degli Studi Di Milano-Bicocca, Milan, Italy
| | - Silvia Gobbo
- Department of Psychology, Università Degli Studi Di Milano-Bicocca, Milan, Italy
| | | | - Carla F Zorzi
- Fondazione Don Carlo Gnocchi IRCCS S. Maria Nascente, Milan, Italy
| | - Marco Rabuffetti
- Fondazione Don Carlo Gnocchi IRCCS S. Maria Nascente, Milan, Italy
| | | | - Valerio Gower
- Fondazione Don Carlo Gnocchi IRCCS S. Maria Nascente, Milan, Italy
| | - Roberta Daini
- Fondazione Don Carlo Gnocchi IRCCS S. Maria Nascente, Milan, Italy
- Department of Psychology, Università Degli Studi Di Milano-Bicocca, Milan, Italy
| | - Anna Cavallini
- Fondazione Don Carlo Gnocchi IRCCS S. Maria Nascente, Milan, Italy
| |
Collapse
|
4
|
Maier A, Pride NA, Hearps SJC, Shah N, Porter M, North KN, Payne JM. Neuropsychological factors associated with performance on the rey-osterrieth complex figure test in children with neurofibromatosis type 1. Child Neuropsychol 2024; 30:348-359. [PMID: 37038321 DOI: 10.1080/09297049.2023.2199975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/30/2023] [Indexed: 04/12/2023]
Abstract
Children with neurofibromatosis type 1 (NF1) are at considerable risk for cognitive difficulties, including visuospatial deficits and executive dysfunction. This study aimed to (1) assess the overall performance of children with NF1 on the Rey-Osterrieth Complex Figure Test (RCFT) compared to unaffected siblings and (2) examine neuropsychological predictors of RCFT performance in children with NF1. A retrospective clinical audit was performed on neuropsychological records from a multidisciplinary NF1 Clinic in Australia. We searched for children that had completed an assessment between 2000 and 2015 which included the RCFT and other neuropsychological outcomes in this study. These included the Wechsler Intelligence Scale for Children, Judgment of Line Orientation (JLO), Tower of London test, Conners ADHD Scales, and the Behavioral Rating Inventory of Executive Function (BRIEF). The study population consisted of 191 children with NF1 aged 6-16 years, and 55 unaffected siblings recruited from a separate study. Results revealed that 62% of children with NF1 performed at or below the first percentile on the RCFT copy, which was significantly worse than their unaffected siblings. Visuospatial skills, parent-rated executive abilities, ADHD symptoms, and intellectual skills all predicted poorer performance on the RCFT copy, however the best fitting multiple regression model only contained the JLO, BRIEF Metacognition Index, and chronological age. The JLO emerged as the strongest predictor of RCFT performance. This study provides evidence that visuospatial deficits are a key driver of reduced RCFT performance in NF1 and that executive skills as well as a younger age are also independent predictors of RCFT performance.
Collapse
Affiliation(s)
- Alice Maier
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
| | - Natalie A Pride
- Kids Neuroscience Centre, The Children's Hospital at Westmead, Sydney, Australia
| | - Stephen J C Hearps
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Critical Care, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| | - Nijashree Shah
- School of Psychology, Macquarie University, Sydney, Australia
| | - Melanie Porter
- School of Psychology, Macquarie University, Sydney, Australia
| | - Kathryn N North
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| | - Jonathan M Payne
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| |
Collapse
|
5
|
Lian X, Hong WCH, Gao F, Kolletar-Zhu K, Wang J, Cai C, Yang F, Chen X, Wang Z, Gao H. The effect of background elements of pictures on the visual attention among ASD children with intellectual disabilities, children with intellectual disabilities and typical development: Evidence from eye-tracking and fMRI. RESEARCH IN DEVELOPMENTAL DISABILITIES 2023; 141:104602. [PMID: 37757565 DOI: 10.1016/j.ridd.2023.104602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 08/20/2023] [Accepted: 09/10/2023] [Indexed: 09/29/2023]
Abstract
Traditional picture books for children come with colourful images and a multitude of elements to attract attention and increase the reading interest of typical-developing (TD) children. However, children with Autism Spectrum Disorder (ASD) are less capable of filtering out unimportant elements in pictures and focusing on social items (e.g., human faces). This study proposed that the removal of background and less important elements in the pictures of children's storybooks could facilitate better attention and enhance children with ASD's focus on the main object and thus the intended meaning of the storybook. We adopted pictures from a well-known children's book and modified them by removing the inessential background elements. Then, ASD children with intellectual disabilities (ASD+ID) (n = 40), children with ID (n = 38) and TD (n = 40) were asked to view the original and modified pictures in an eye-tracking experiment, respectively. Additionally, brain activation of ASD+ID participants (n = 10) was recorded as they were viewing those pictures in an fMRI scan. Eye-tracking found that ASD+ID children viewed the modified pictures with significantly longer average fixations, fewer fixations, fewer saccades, and higher fixation/saccade duration ratio. Contrary to the original pictures, no significant differences were found among ASD+ID, ID only and TD. Especially, ASD+ID group showed highly similar visual patterns to the TD participants when viewing the modified pictures and particularly focusing on the main character in the pictures. Additional fMRI evidence on ASD+ID group also revealed that modified pictures were associated with enhanced activation in bilateral fusiform gyri as compared to those from original pictures, which might suggest increased visual attention. Theoretical and practical implications were discussed in light of our findings.
Collapse
Affiliation(s)
- Xiang Lian
- Quanzhou Preschool Education College, Quanzhou, Fujian, China
| | - Wilson Cheong Hin Hong
- Centre for Teaching and Learning Enhancement, Macao Institute for Tourism Studies, Macao Special Administrative Region of China
| | - Fei Gao
- Institute of Modern Languages and Linguistics, Fudan University, Shanghai, China
| | | | - Jiayin Wang
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Chi Cai
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Fuxing Yang
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Xiangrong Chen
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Zhi Wang
- Faculty of Education, University of Malaya, Kuala Lumpur, Malaysia
| | - Hongzhi Gao
- Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Fujian, China.
| |
Collapse
|