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Shi TC, Durham K, Marsh R, Pagliaccio D. Differences in Head Motion During Functional Magnetic Resonance Imaging Across Pediatric Neuropsychiatric Disorders. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2025; 5:100446. [PMID: 40041281 PMCID: PMC11875158 DOI: 10.1016/j.bpsgos.2024.100446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 12/12/2024] [Accepted: 12/18/2024] [Indexed: 03/06/2025] Open
Abstract
Background Robust correction for head motion during functional magnetic resonance imaging is critical to avoid artifact-driven findings. Despite head motion differences across neuropsychiatric disorders, pediatric head motion across a range of diagnoses and covariates has not yet been evaluated. We tested 4 preregistered hypotheses: 1) externalizing disorder diagnoses will associate with more head motion during scanning; 2) internalizing disorder diagnoses will associate with less motion; 3) among children without attention-deficit/hyperactivity disorder, externalizing disorders will associate with more motion; and 4) among children with attention-deficit/hyperactivity disorder, comorbid internalizing disorders will associate with less motion. Methods Healthy Brain Network data releases 1.0-7.0 (n = 971) were analyzed in a discovery phase, and additional data released by February 29, 2024 (n = 437) were used in confirmatory analyses. Linear mixed-effects models were fitted with in-scanner head motion as the dependent variable. Binary independent variables of interest assessed for the presence or absence of externalizing or internalizing disorders. Results The confirmatory sample did not show significant associations between head motion and externalizing or internalizing disorders or support for the preregistered hypotheses. Across samples, there was a consistent interaction between age and neurodevelopmental diagnoses such that age-related decreases in head motion were attenuated in children with neurodevelopmental disorders. Conclusions Head motion remains an important confound in pediatric neuroimaging that may be associated with many factors, including neuropsychiatric symptoms, age, cognitive and physical attributes, and interactions among these variables. This work takes a step toward parsing these complex associations, focusing on neuropsychiatric diagnoses, age, and their interaction.
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Affiliation(s)
- Tracey C. Shi
- Columbia University Irving Medical Center, New York, New York
| | | | - Rachel Marsh
- Columbia University Irving Medical Center, New York, New York
- New York State Psychiatric Institute, New York, New York
| | - David Pagliaccio
- Columbia University Irving Medical Center, New York, New York
- New York State Psychiatric Institute, New York, New York
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O' Brien S, Sethi A, Blair J, Tully J, Martins D, Velthuis H, Petrinovic MM, Scott S, Blackwood N, Murphy DGM, Craig MC. Intranasal oxytocin modulates brain activity during emotional processing in children with treatment resistant conduct problems. Sci Rep 2025; 15:11422. [PMID: 40180973 PMCID: PMC11968994 DOI: 10.1038/s41598-025-92276-2] [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: 02/27/2024] [Accepted: 02/26/2025] [Indexed: 04/05/2025] Open
Abstract
One of the most highly replicated neural correlates of Conduct Problems (CP) is amygdala hypoactivity to another person's fear. We recently reported that this correlate was only observed in boys with persistent CP (i.e. antisocial behaviour that persisted following a gold-standard psychological intervention), suggesting that amygdala hypoactivity to fear could be an important neural signature for treatment-resistant CP, and a putative target for future treatments. Potential treatment candidates include the oxytocin system, as this has been reported to modulate amygdala activity and social behaviour across species. Further, in adults with antisocial personality disorder, intranasal oxytocin improved facial emotion recognition for fearful and happy faces. However, to-date, no-one has studied whether intranasal oxytocin can normalise neural processing differences in children with CP. Twenty boys (mean age 9.85±1.26 years) with persistent CP underwent functional magnetic resonance imaging in a within-subject randomised control design to investigate whether, compared to placebo, a single-dose of intranasal oxytocin could 'shift' abnormal neural processing to fear. Oxytocin failed to reduce amygdala hypoactivity to fearful faces, but increased activation in the posterior cingulate cortex / precuneus to happy faces. These findings tentatively suggest that intranasal oxytocin may promote a more neurotypical profile in treatment-resistant CP children, therefore, supporting the merit of investigating oxytocin in further larger clinical studies in this population.
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Affiliation(s)
- Suzanne O' Brien
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. suzanne.o'
| | - Arjun Sethi
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - James Blair
- Research Unit at Child and Adolescent Mental Health Center Copenhagen, Capital Region of Denmark, Copenhagen, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - John Tully
- Academic Unit of Mental Health and Clinical Neurosciences, School of Medicine, Institute of Mental Health, University of Nottingham, Nottingham, UK
| | - Daniel Martins
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, College London & NIHR Maudsley Biomedical Research Centre, King's, South London and Maudsley NHS Trust, London, UK
| | - Hester Velthuis
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Marija M Petrinovic
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Stephen Scott
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nigel Blackwood
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Declan G M Murphy
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Michael C Craig
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- National Female Hormone Clinic, Maudsley Hospital, London, UK
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Mason KN, Gampper T, Black J. Achieving Clinical Success in Nonsedated Velopharyngeal Magnetic Resonance Imaging: Optimizing Data Quality and Patient Selection. Plast Reconstr Surg 2025; 155:562e-572e. [PMID: 38991113 PMCID: PMC11845073 DOI: 10.1097/prs.0000000000011619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 06/28/2024] [Indexed: 07/13/2024]
Abstract
BACKGROUND The ability of magnetic resonance imaging (MRI) to visualize the velopharyngeal (VP) musculature in vivo makes it the only imaging modality available for this purpose. This underscores a need for exploration into clinical translation of this imaging modality for craniofacial teams. The purpose of this study was to assess outcomes of a clinically feasible VP MRI protocol and describe the ideal patient population for use of this imaging protocol. METHODS Sixty children (2 to 12 years of age) with VP insufficiency underwent a nonsedated, child-friendly MRI protocol. No exclusions based on syndromic conditions were made. Logistic regression assessed predictors of VP MRI success and multinomial logistic regression evaluated factors influencing quality of anatomic data. RESULTS An 85% overall success rate was achieved, including children as young as 2 years and those with syndromic diagnoses. Stratifying by age revealed a 97.5% success rate in children ages 4 and up. The regression model (χ 2 [5] = 37.443; P < 0.001) explained 81.4% of success rate variance, correctly classifying 93.3% of cases. Increased age significantly predicted success ( P = 0.046); sex and syndromic conditions did not. Multinomial regression identified preparatory materials ( P = 0.011) and audio/video during the scan ( P = 0.024) as predictors for improved image quality. CONCLUSIONS Implementation of VP MRI is feasible for a broad population of children with VP insufficiency, including those with concomitant syndromic diagnoses. Quality is improved by incorporating prescan preparation and audiovisual stimuli during scans. This underscores the potential of VP MRI as a valuable tool in clinical settings, especially for presurgical assessments.
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Affiliation(s)
- Kazlin N. Mason
- From the Department of Human Services, University of Virginia
| | - Thomas Gampper
- Department of Plastic Surgery, Maxillofacial, and Oral Health, University of Virginia School of Medicine
| | - Jonathan Black
- Department of Plastic Surgery, Maxillofacial, and Oral Health, University of Virginia School of Medicine
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Runge SB, Precht H, Jensen IE, Jensen K, Johannesen TA, Pedersen MRV, Christensen NL. Children Centered Care: child and parent perspectives on a multi-faceted concept for magnetic resonance imaging without anesthesia - a survey. Pediatr Radiol 2025; 55:334-346. [PMID: 39661172 PMCID: PMC11805776 DOI: 10.1007/s00247-024-06111-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 11/12/2024] [Accepted: 11/13/2024] [Indexed: 12/12/2024]
Abstract
BACKGROUND Anxiety-provoking healthcare procedures require specific child-friendly approaches. Magnetic resonance imaging (MRI) can cause anxiety for children and general anesthesia (GA) is often used. We developed and tested a multi-faceted child-friendly concept, Children Centered Care, for MRI of children without GA. OBJECTIVE To investigate children's and parents' individual experiences with the concept using a survey. The main aim was to evaluate comfort for children and sense of security for parents during unsedated MRI. MATERIALS AND METHODS In this prospective study of 265 children aged 4-10 years enrolled in 2016 and 2017, the Children Centered Care concept is compared to a standard setup. The concept included an interactive app, trained pediatric radiographers, a children's lounge with a toy-scanner, and a child-friendly multimedia environment in the scanner room. A 25-item survey was used including a mix of open and closed questions, free text, and a visual analogue scale to evaluate self-reported child comfort. RESULTS A total of 154 children were included in the Children Centered Care group and 111 in the standard group. Overall, the mean age was 8.5 years (range 4.0-10.9 years). With Children Centered Care, child comfort increased (88% vs. 77%), P = 0.02. The app and toy-scanner were popular among children. More parents felt "very much" prepared (80% vs. 57%), P < 0.01, and "very much" secure (92% vs. 79%), P < 0.01. CONCLUSION With the use of a multi-faceted, child-friendly concept, MRI without GA is a feasible first choice for children aged 4-10 years, with high levels of comfort for children and parents.
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Affiliation(s)
- Stine Bjerrum Runge
- Department of Radiology, Lillebaelt Hospital Kolding, Sygehusvej 24, 6000, Kolding, Denmark.
| | - Helle Precht
- Department of Radiology, Lillebaelt Hospital Kolding, Sygehusvej 24, 6000, Kolding, Denmark
- Department of Regional Health Research, Odense, Denmark
- Health Sciences Research Center, UCL University College, Odense, Denmark
| | - Ib Erik Jensen
- Department of Radiology, Lillebaelt Hospital Kolding, Sygehusvej 24, 6000, Kolding, Denmark
- Department of Radiology, Odense University Hospital, Odense, Denmark
| | - Kim Jensen
- Department of Radiology, Lillebaelt Hospital Kolding, Sygehusvej 24, 6000, Kolding, Denmark
- Progardia, Middelfart, Denmark
| | | | - Malene Roland Vils Pedersen
- Department of Radiology, Lillebaelt Hospital Kolding, Sygehusvej 24, 6000, Kolding, Denmark
- Department of Radiology, Lillebaelt Hospital Vejle, Vejle, Denmark
- Department of Regional Health Research, Odense, Denmark
| | - Nicolaj Lyhne Christensen
- Department of Radiology, Lillebaelt Hospital Kolding, Sygehusvej 24, 6000, Kolding, Denmark
- Department of Radiology, Odense University Hospital, Odense, Denmark
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Horien C, Mandino F, Greene AS, Shen X, Powell K, Vernetti A, O’Connor D, McPartland JC, Volkmar FR, Chun M, Chawarska K, Lake EM, Rosenberg MD, Satterthwaite T, Scheinost D, Finn E, Constable RT. What is the best brain state to predict autistic traits? MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.14.24319457. [PMID: 39867399 PMCID: PMC11759253 DOI: 10.1101/2025.01.14.24319457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Autism is a heterogeneous condition, and functional magnetic resonance imaging-based studies have advanced understanding of neurobiological correlates of autistic features. Nevertheless, little work has focused on the optimal brain states to reveal brain-phenotype relationships. In addition, there is a need to better understand the relevance of attentional abilities in mediating autistic features. Using connectome-based predictive modelling, we interrogate three datasets to determine scanning conditions that can boost prediction of clinically relevant phenotypes and assess generalizability. In dataset one, a sample of youth with autism and neurotypical participants, we find that a sustained attention task (the gradual onset continuous performance task) results in high prediction performance of autistic traits compared to a free-viewing social attention task and a resting-state condition. In dataset two, we observe the predictive network model of autistic traits generated from the sustained attention task generalizes to predict measures of attention in neurotypical adults. In dataset three, we show the same predictive network model of autistic traits from dataset one further generalizes to predict measures of social responsiveness in data from the Autism Brain Imaging Data Exchange. In sum, our data suggest that an in-scanner sustained attention challenge can help delineate robust markers of autistic traits and support the continued investigation of the optimal brain states under which to predict phenotypes in psychiatric conditions.
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Affiliation(s)
- Corey Horien
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
- MD-PhD Program, Yale School of Medicine, New Haven, CT, USA
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), University of Pennsylvania, Philadelphia, PA, USA
| | - Francesca Mandino
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Abigail S. Greene
- MD-PhD Program, Yale School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, USA
| | - Xilin Shen
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Kelly Powell
- Child Study Center, Yale School of Medicine, New Haven, CT, USA
| | | | - David O’Connor
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James C. McPartland
- Child Study Center, Yale School of Medicine, New Haven, CT, USA
- Department of Psychology, Yale University, New Haven, CT, United States
| | - Fred R. Volkmar
- Child Study Center, Yale School of Medicine, New Haven, CT, USA
- Department of Psychology, Yale University, New Haven, CT, United States
| | - Marvin Chun
- Department of Psychology, Yale University, New Haven, CT, United States
- Wu Tsai Institute, Yale University, New Haven, CT, USA
| | - Katarzyna Chawarska
- Child Study Center, Yale School of Medicine, New Haven, CT, USA
- Department of Statistics and Data Science, Yale University, New Haven, CT, USA
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
| | - Evelyn M.R. Lake
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
| | - Monica D. Rosenberg
- Department of Psychology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
| | - Theodore Satterthwaite
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), University of Pennsylvania, Philadelphia, PA, USA
- Penn-CHOP Lifespan Brain Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Dustin Scheinost
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Child Study Center, Yale School of Medicine, New Haven, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
- Department of Statistics and Data Science, Yale University, New Haven, CT, USA
- Interdepartmental Neuroscience Program, Yale University, New Haven, CT, USA
| | - Emily Finn
- Department of Psychological and Brain Sciences, Dartmouth College, Dartmouth, NH, USA
| | - R. Todd Constable
- MD-PhD Program, Yale School of Medicine, New Haven, CT, USA
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
- Interdepartmental Neuroscience Program, Yale University, New Haven, CT, USA
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
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Larsen JBS, Jensen CS. Children and adolescents' experiences of active participation in radiological examinations -a qualitative study. Radiography (Lond) 2025; 31:6-11. [PMID: 39481182 DOI: 10.1016/j.radi.2024.10.016] [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: 07/10/2024] [Revised: 10/15/2024] [Accepted: 10/17/2024] [Indexed: 11/02/2024]
Abstract
INTRODUCTION Children and adolescents have the right to participate in decisions about their health, including during radiological examinations. This study explores their participation experiences in this context. METHODS This qualitative field study examines the importance of active participation from a Child-Centered Care perspective. Fostering active participation requires supportive structures that recognize each child as a unique social actor. Data was collected through observations and semi-structured interviews with 10 children and adolescents diagnosed with cystic fibrosis undergoing High Resolution Computed Tomography (CT) scans. Thematic analysis was performed on the transcribed data to identify central themes and patterns. RESULTS Parental presence and humor during CT scans helped reduce anxiety among participants. Key factors influencing participation included examination duration and pain, with many expressing a desire for greater involvement, especially during longer, more painful procedures. Few children reported experiencing active participation in hospital settings, particularly during CT scans. Younger and more expressive participants tended to have more opportunities for involvement. While most desired active participation during hospital visits and CT scans, they showed less interest in making treatment decisions. CONCLUSION The radiographer's affirming and humorous approach is essential, as are considerations of children and adolescents' preferences regarding parental presence, examination duration, and pain management. Participation levels vary, and limited opportunities can undermine their rights. Children and adolescents express a strong desire for active participation in hospital and radiological settings but often feel insecure about making treatment decisions. IMPLICATIONS FOR PRACTICE This study highlights critical issues related to children and adolescents' participation in radiological examinations, offering valuable insights for healthcare professionals to enhance participation, which is a fundamental right and crucial aspect of their care.
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Affiliation(s)
- J B S Larsen
- Department of Radiology, Aarhus University Hospital, Denmark.
| | - C S Jensen
- Department of Paediatrics and Adolescent Medicine, Aarhus University Hospital, Denmark; Research Center for Emergency Medicine, Aarhus University Hospital and Aarhus University, Denmark
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Calixto C, Gee MS. Practical strategies to improve MRI operations and workflow in pediatric radiology. Pediatr Radiol 2025; 55:12-23. [PMID: 39704827 DOI: 10.1007/s00247-024-06114-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 11/05/2024] [Accepted: 11/16/2024] [Indexed: 12/21/2024]
Abstract
Magnetic resonance imaging (MRI) is an essential tool in pediatric imaging. It offers detailed, high-contrast images without ionizing radiation, making it particularly suitable for children. Creating an efficient MRI service is challenging given the balancing priorities of image quality and scan time and the overlying logistical challenges, including MRI safety protocols, the need for sedation in certain patient populations, and flexibility to accommodate patients at different phases of care. This paper reviews practical strategies to improve MRI operations and workflows in pediatric radiology, emphasizing protocol standardization and customization, scheduling optimization, and identification of key performance indicators (KPIs). Operational data through dashboards and reports enable continuous quality assessment and improvement, while specialized staff training ensures high imaging and patient safety standards. The strategies outlined in this paper highlight the importance of a comprehensive, patient-centered approach to MRI operations. By prioritizing efficiency, quality, and patient care, radiology departments can improve diagnostic outcomes and patient experience.
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Affiliation(s)
- Camilo Calixto
- Department of Radiology, Boston Children's Hospital, 300 Longwood Ave, Boston, MA, 02115, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
- NYC Health + Hospitals/Elmhurst, 79-01 Broadway, Elmhurst, NY, 11373, USA
| | - Michael S Gee
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA.
- Department of Radiology, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA.
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Merkel L, Drouillard M, Wiggins S, Struwe L, Samson K. Identification of risk factors for emergence delirium in children undergoing magnetic resonance imaging. J Pediatr Nurs 2025; 80:129-136. [PMID: 39608332 DOI: 10.1016/j.pedn.2024.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 06/24/2024] [Accepted: 11/14/2024] [Indexed: 11/30/2024]
Abstract
PURPOSE Emergence delirium (ED) remains an ongoing concern for children undergoing sedation/anesthesia. The purpose of this study was to identify risk factors for ED in a population of children from two to seven years of age undergoing sedation/anesthesia for magnetic resonance imaging. DESIGN AND METHODS This was a descriptive, observational study taking place in a free-standing midwestern pediatric hospital. The Child Induction Behavioral assessment (CIBA) and the Amsterdam Preoperative Anxiety and Information Scale (APAIS) were used to assess child/parent anxiety. The presence of ED was documented using the Pediatric Anesthesia Emergence Delirium (PAED) scale. Associations between ED demographic and clinical characteristics were assessed using Chi-square and Wilcoxon Rank Sum tests. RESULTS Of the 136 children who underwent sedation/anesthesia for MRI, 23 (16.9 %) experienced ED. Although not significant, children who received the pre-medication midazolam experienced an increased incidence of ED (25.6 %) compared to those who did not (13.4 %, p = 0.09). Children who experienced ED took a significantly shorter time to arouse from sedation/anesthesia (median = 8 min) compared to those who did not experience ED (median = 15 min, p < 0.0001). CONCLUSIONS A shorter post-procedural arousal time was a significant risk factor associated with ED in this sample of children undergoing MRI. IMPLICATIONS It is unclear which pre-procedural factors predict children who will experience ED. There is a need for interdisciplinary research to identify interventions to decrease the incidence of pediatric ED. More research is needed to support the development of interventions to best support the safety of the child experiencing ED.
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Affiliation(s)
- Lydia Merkel
- Children's Nebraska, Omaha, NE, United States of America.
| | | | | | - Leeza Struwe
- University of Nebraska Medical Center, College of Nursing, Lincoln, NE, United States of America
| | - Kaeli Samson
- University of Nebraska Medical Center, Department of Biostatistics, Omaha, NE, United States of America
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Thomson P, Loosley V, Friedel E, Silk TJ. Changes in MRI head motion across development: typical development and ADHD. Brain Imaging Behav 2024; 18:1144-1152. [PMID: 39190098 PMCID: PMC11582210 DOI: 10.1007/s11682-024-00910-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/12/2024] [Indexed: 08/28/2024]
Abstract
Head motion is a major confounding variable for magnetic resonance imaging (MRI) analysis, and is commonly seen in individuals with neurodevelopmental disorders such as attention deficit hyperactivity disorder (ADHD). This study investigated the trajectory of change in head motion in typically developing children and children with ADHD, and examined possible altered trajectories in head motion between children with remitted and persistent ADHD. 105 children with ADHD and 84 controls completed diffusion and resting-state functional MRI scans at up to three waves over ages 9-14 years. In-scanner head motion was calculated using framewise displacement, and longitudinal trajectories analyzed using generalized additive mixed modelling. Results revealed a significant age effect on framewise displacement where head motion decreased as age increased during both diffusion (p < .001) and resting-state functional MRI (p < .001). A significant effect of group was also observed; children with ADHD displayed greater framewise displacement than controls over the age range (diffusion MRI p = .036, functional MRI p = .004). Further analyses revealed continued elevation in head motion in children in remission from ADHD (diffusion MRI p = .020, functional MRI p = .011) compared to controls. Rates of change in head motion did not significantly differ between diagnostic groups. Findings indicate a critical link between in-scanner head motion and developmental age within children regardless of ADHD diagnosis, important to consider in studies of neurodevelopment. Findings also suggest change in head motion with age does not differ between individuals with remitted and persistent ADHD, adding further evidence that behavioral manifestations of ADHD may continue despite clinical remission.
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Affiliation(s)
| | - Vanessa Loosley
- Centre for Social and Early Emotional Development and School of Psychology, Deakin University, Geelong, VIC, 3125, Australia
| | - Emily Friedel
- Centre for Social and Early Emotional Development and School of Psychology, Deakin University, Geelong, VIC, 3125, Australia
| | - Timothy J Silk
- Centre for Social and Early Emotional Development and School of Psychology, Deakin University, Geelong, VIC, 3125, Australia.
- Developmental Imaging, Murdoch Children's Research Institute, Flemington Road, Parkville, VIC, 3052, Australia.
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Boardman JP, Andrew R, Bastin ME, Battersby C, Batty GD, Cábez MB, Cox SR, Hall J, Ingledow L, Marioni RE, Modi N, Murphy L, Quigley AJ, Reynolds RM, Richardson H, Stock SJ, Thrippleton MJ, Tsanas A, Whalley HC. Preterm birth as a determinant of neurodevelopment and cognition in children (PRENCOG): protocol for an exposure-based cohort study in the UK. BMJ Open 2024; 14:e085365. [PMID: 39284691 PMCID: PMC11409314 DOI: 10.1136/bmjopen-2024-085365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 08/30/2024] [Indexed: 09/20/2024] Open
Abstract
INTRODUCTION Preterm birth (PTB) is strongly associated with encephalopathy of prematurity (EoP) and neurocognitive impairment. The biological axes linking PTB with atypical brain development are uncertain. We aim to elucidate the roles of neuroendocrine stress activation and immune dysregulation in linking PTB with EoP. METHODS AND ANALYSIS PRENCOG (PREterm birth as a determinant of Neurodevelopment and COGnition in children: mechanisms and causal evidence) is an exposure-based cohort study at the University of Edinburgh. Three hundred mother-infant dyads comprising 200 preterm births (gestational age, GA <32 weeks, exposed) and 100 term births (GA >37 weeks, non-exposed), will be recruited between January 2023 and December 2027. We will collect parental and infant medical, demographic, socioeconomic characteristics and biological data which include placental tissue, umbilical cord blood, maternal and infant hair, infant saliva, infant dried blood spots, faecal material, and structural and diffusion MRI. Infant biosamples will be collected between birth and 44 weeks GA.EoP will be characterised by MRI using morphometric similarity networks (MSNs), hierarchical complexity (HC) and magnetisation transfer saturation imaging (MTsat). We will conduct: first, multivariable regressions and statistical association assessments to test how PTB-associated risk factors (PTB-RFs) relate to MSNs, HC and or MTsat; second, structural equation modelling to investigate neuroendocrine stress activation and immune dysregulation as mediators of PTB-RFs on features of EoP. PTB-RF selection will be informed by the variables that predict real-world educational outcomes, ascertained by linking the UK National Neonatal Research Database with the National Pupil Database. ETHICS AND DISSEMINATION A favourable ethical opinion has been given by the South East Scotland Research Ethics Committee 02 (23/SS/0067) and NHS Lothian Research and Development (2023/0150). Results will be reported to the Medical Research Council, in scientific media, via stakeholder partners and on a website in accessible language (https://www.ed.ac.uk/centre-reproductive-health/prencog).
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Affiliation(s)
- James P Boardman
- Centre for Reproductive Health, University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Ruth Andrew
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Mark E Bastin
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Cheryl Battersby
- Section of Neonatal Medicine, Imperial College London, London, UK
| | - G David Batty
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Manuel Blesa Cábez
- Centre for Reproductive Health, University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Simon R Cox
- Lothian Birth Cohorts, Department of Psychology, The University of Edinburgh, Edinburgh, UK
| | - Jill Hall
- Centre for Reproductive Health, University of Edinburgh, Edinburgh, UK
| | | | - Riccardo E Marioni
- Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, UK
| | - Neena Modi
- Section of Neonatal Medicine, Imperial College London, London, UK
| | - Lee Murphy
- Edinburgh Clinical Research Facility, University of Edinburgh, Edinburgh, UK
| | | | - Rebecca M Reynolds
- Centre for Reproductive Health, University of Edinburgh, Edinburgh, UK
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Hilary Richardson
- School of Philosophy, Psychology, and Language Sciences, University of Edinburgh, Edinburgh, UK
| | - Sarah J Stock
- Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | | | - Athanasios Tsanas
- Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
- The Alan Turing Institute, London, UK
| | - Heather C Whalley
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
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11
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Corn E, Andringa-Seed R, Williams ME, Arroyave-Wessel M, Tarud R, Vezina G, Podolsky RH, Kapse K, Limperopoulos C, Berl MM, Cure C, Mulkey SB. Feasibility and success of a non-sedated brain MRI training protocol in 7-year-old children from rural and semi-rural Colombia. Pediatr Radiol 2024; 54:1513-1522. [PMID: 38970708 PMCID: PMC11482647 DOI: 10.1007/s00247-024-05964-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 05/20/2024] [Accepted: 05/25/2024] [Indexed: 07/08/2024]
Abstract
BACKGROUND Brain magnetic resonance imaging (MRI) is a crucial tool for clinical evaluation of the brain and neuroscience research. Obtaining successful non-sedated MRI in children who live in resource-limited settings may be an additional challenge. OBJECTIVE To present a feasibility study of a novel, low-cost MRI training protocol used in a clinical research study in a rural/semi-rural region of Colombia and to examine neurodevelopmental factors associated with successful scans. MATERIALS AND METHODS Fifty-seven typically developing Colombian children underwent a training protocol and non-sedated brain MRI at age 7. Group training utilized a customized booklet, an MRI toy set, and a simple mock scanner. Children attended MRI visits in small groups of two to three. Resting-state functional and structural images were acquired on a 1.5-Tesla scanner with a protocol duration of 30-40 minutes. MRI success was defined as the completion of all sequences and no more than mild motion artifact. Associations between the Wechsler Preschool and Primary Scale of Intelligence (WPPSI), Movement Assessment Battery for Children (MABC), Behavioral Rating Inventory of Executive Function (BRIEF), Child Behavior Checklist (CBCL), and Adaptive Behavior Assessment System (ABAS) scores and MRI success were analyzed. RESULTS Mean (SD) age at first MRI attempt was 7.2 (0.2) years (median 7.2 years, interquartile range 7.1-7.3 years). Twenty-six (45.6%) participants were male. Fifty-one (89.5%) children were successful across two attempts; 44 (77.2%) were successful on their first attempt. Six (10.5%) were unsuccessful due to refusal or excessive motion. Age, sex, and scores across all neurodevelopmental assessments (MABC, TVIP, ABAS, BRIEF, CBCL, NIH Toolbox Flanker, NIH Toolbox Pattern Comparison, WPPSI) were not associated with likelihood of MRI success (P=0.18, 0.19, 0.38, 0.92, 0.84, 0.80, 1.00, 0.16, 0.75, 0.86, respectively). CONCLUSION This cohort of children from a rural/semi-rural region of Colombia demonstrated comparable MRI success rates to other published cohorts after completing a low-cost MRI familiarization training protocol suitable for low-resource settings. Achieving non-sedated MRI success in children in low-resource and international settings is important for the continuing diversification of pediatric research studies.
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Affiliation(s)
- Elizabeth Corn
- Zickler Family Prenatal Pediatrics Institute, Children's National Hospital, Washington DC, USA
| | - Regan Andringa-Seed
- Zickler Family Prenatal Pediatrics Institute, Children's National Hospital, Washington DC, USA
| | - Meagan E Williams
- Zickler Family Prenatal Pediatrics Institute, Children's National Hospital, Washington DC, USA
| | | | - Raul Tarud
- Sabbag Radiólogos, Barranquilla, Colombia
| | - Gilbert Vezina
- Division of Diagnostic Imaging and Radiology, Children's National Hospital, Washington DC, USA
| | - Robert H Podolsky
- Division of Biostatistics and Study Methodology, Children's National Hospital, Washington DC, USA
| | - Kushal Kapse
- Developing Brain Institute, Children's National Hospital, Washington DC, USA
| | - Catherine Limperopoulos
- Zickler Family Prenatal Pediatrics Institute, Children's National Hospital, Washington DC, USA
- Division of Diagnostic Imaging and Radiology, Children's National Hospital, Washington DC, USA
- Developing Brain Institute, Children's National Hospital, Washington DC, USA
- Department of Radiology, The George Washington University School of Medicine and Health Sciences, Washington DC, USA
- Department of Pediatrics, The George Washington University School of Medicine and Health Sciences, Washington DC, USA
| | - Madison M Berl
- Division of Pediatric Neuropsychology, Children's National Hospital, Washington DC, USA
- Department of Psychiatry and Behavioral Sciences, The George Washington University School of Medicine and Health Sciences, Washington DC, USA
| | | | - Sarah B Mulkey
- Zickler Family Prenatal Pediatrics Institute, Children's National Hospital, Washington DC, USA.
- Department of Pediatrics, The George Washington University School of Medicine and Health Sciences, Washington DC, USA.
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington DC, USA.
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12
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Neves R, Panek R, Clarkson K, Panagioti O, Fernandez NS, Wilne S, Suri M, Whitehouse WP, Jagani S, Dandapani M, Glazebrook C, Dineen RA. Feasibility of whole-body MRI for cancer screening in children and young people with ataxia telangiectasia: A mixed methods cross-sectional study. Cancer Med 2024; 13:e70049. [PMID: 39056567 PMCID: PMC11273546 DOI: 10.1002/cam4.70049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 05/09/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Ataxia telangiectasia (A-T) is an inherited multisystem disorder with increased sensitivity to ionising radiation and elevated cancer risk. Although other cancer predisposition syndromes have established cancer screening protocols, evidence-based guidelines for cancer screening in A-T are lacking. This study sought to assess feasibility of a cancer screening protocol based on whole-body MRI (WB-MRI) in children and young people with A-T. DESIGN/METHODS Children and young people with A-T were invited to undergo a one-off non-sedated 3-Tesla WB-MRI. Completion rate of WB-MRI was recorded and diagnostic image quality assessed by two experienced radiologists, with pre-specified success thresholds for scan completion of >50% participants and image quality between acceptable to excellent in 65% participants. Positive imaging findings were classified according to the ONCO-RADS system. Post-participation interviews were performed with recruited families to assess the experience of participating and feelings about waiting for, and communication of, the findings of the scan. RESULTS Forty-six children and young people with A-T were identified, of which 36 were eligible to participate, 18 were recruited and 16 underwent WB-MRI. Nineteen parents participated in interviews. Fifteen participants (83%) completed the full WB-MRI scan protocol. The pre-specified image quality criterion was achieved with diagnostic images obtained in at least 93% of each MRI sequence. Non-malignant scan findings were present in 4 (25%) participants. Six themes were identified from the interviews: (1) anxiety is a familiar feeling, (2) the process of MRI scanning is challenging for some children and families, (3) preparation is essential to reduce stress, (4) WB-MRI provides the reassurance about the physical health that families need, (5) WB-MRI experience turned out to be a positive experience and (6) WB-MRI allows families to be proactive. CONCLUSION This study shows that WB-MRI for cancer screening is feasible and well-accepted by children and young people with A-T and their families.
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Affiliation(s)
- Renata Neves
- Radiological Sciences, Mental Health and Clinical Neuroscience, School of MedicineUniversity of NottinghamNottinghamUK
- Department of RadiologyNottingham University Hospitals NHS TrustNottinghamUK
| | - Rafal Panek
- Medical Physics and Clinical EngineeringNottingham University Hospitals NHS TrustNottinghamUK
- School of MedicineUniversity of NottinghamNottinghamUK
| | - Katie Clarkson
- Radiological Sciences, Mental Health and Clinical Neuroscience, School of MedicineUniversity of NottinghamNottinghamUK
- School of Sport, Exercise and Health SciencesLoughborough UniversityLoughboroughUK
| | | | - Natasha Schneider Fernandez
- Independent Patient and Parent Representative, c/o Radiological Sciences, Mental Heatlh and Clinical Neuroscience, School of MedicineUniversity of NottinghamNottinghamUK
| | - Sophie Wilne
- Department of Paediatric OncologyNottingham University Hospitals NHS TrustNottinghamUK
| | - Mohnish Suri
- School of MedicineUniversity of NottinghamNottinghamUK
- Nottingham Clinical Genetics ServiceNottingham University Hospitals NHS TrustNottinghamUK
| | - William P. Whitehouse
- School of MedicineUniversity of NottinghamNottinghamUK
- Paediatric NeurologyNottingham University Hospitals NHS TrustNottinghamUK
| | - Sumit Jagani
- Department of Radiology, Nottingham Children's HospitalNottingham University Hospitals NHS TrustNottinghamUK
| | - Madhumita Dandapani
- Department of Paediatric OncologyNottingham University Hospitals NHS TrustNottinghamUK
- Children's Brain Tumour Research CentreUniversity of NottinghamNottinghamUK
| | - Cris Glazebrook
- Institute of Mental HealthUniversity of NottinghamNottinghamUK
| | - Robert A. Dineen
- Radiological Sciences, Mental Health and Clinical Neuroscience, School of MedicineUniversity of NottinghamNottinghamUK
- Department of RadiologyNottingham University Hospitals NHS TrustNottinghamUK
- NIHR Nottingham Biomedical Research CentreNottinghamUK
- Sir Peter Mansfield Imaging CentreUniversity of NottinghamNottinghamUK
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13
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Ozdemir S, Ayyildiz TK. The effect of video-based education program applied before children's pediatric Magnetic Resonance Imaging (MRI) on anxiety in Turkey: A randomized controlled study. J Pediatr Nurs 2024; 77:e81-e89. [PMID: 38637174 DOI: 10.1016/j.pedn.2024.03.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 03/20/2024] [Accepted: 03/20/2024] [Indexed: 04/20/2024]
Abstract
OBJECTIVE This study is a randomized controlled trial conducted to examine the effects of a Turkish video-based education program on scanned image quality and child and parent anxiety during Magnetic Resonance Imaging (MRI). DESIGN AND METHODS The study was conducted with 66 children aged between 4 and 15 years at Zonguldak Bulent Ecevit University Health Practice and Research Hospital, between January 2019 and December 2019. A video-based educational program was applied to an intervention group before MRI. RESULTS The video-based education program reduced children's anxiety and fear (p < 0.001). The study also showed a significant reduction in parental stress (p < 0.001). The image quality in the intervention group was better than that in the control group (control group: 3.24 ± 1.20; intervention group: 4.18 ± 0.81) (p = 0.001). Significantly fewer children refused to enter the MRI room in the intervention group than in the control group (p < 0.05). CONCLUSION Child-friendly and video-based educational programs can be organized for children and parents in diagnostic and treatment procedures for children in hospitals. PRACTICE IMPLICATIONS MRI scans can be uncomfortable for children and require transport to a better-equipped hospital for sedation. They can also cause financial loss for children and their parents and disrupt facility workflow. An educational program to adjust the children and their families will improve the scanning process and its success rate.
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Affiliation(s)
- Sumeyye Ozdemir
- Zonguldak Bülent Ecevit University, Health Sciences Institute, Department of Pediatric Nursing, Zonguldak, Turkey.
| | - Tulay Kuzlu Ayyildiz
- Zonguldak Bülent Ecevit University, Faculty of Health Sciences, Department of Nursing, Zonguldak, Turkey
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14
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Tansey R, Graff K, Rai S, Merrikh D, Godfrey KJ, Vanderwal T, Bray S. Development of human visual cortical function: A scoping review of task- and naturalistic-fMRI studies through the interactive specialization and maturational frameworks. Neurosci Biobehav Rev 2024; 162:105729. [PMID: 38763178 DOI: 10.1016/j.neubiorev.2024.105729] [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: 03/07/2024] [Revised: 05/12/2024] [Accepted: 05/14/2024] [Indexed: 05/21/2024]
Abstract
Overarching theories such as the interactive specialization and maturational frameworks have been proposed to describe human functional brain development. However, these frameworks have not yet been systematically examined across the fMRI literature. Visual processing is one of the most well-studied fields in neuroimaging, and research in this area has recently expanded to include naturalistic paradigms that facilitate study in younger age ranges, allowing for an in-depth critical appraisal of these frameworks across childhood. To this end, we conducted a scoping review of 94 developmental visual fMRI studies, including both traditional experimental task and naturalistic studies, across multiple sub-domains (early visual processing, category-specific higher order processing, naturalistic visual processing). We found that across domains, many studies reported progressive development, but few studies describe regressive or emergent changes necessary to fit the maturational or interactive specialization frameworks. Our findings suggest a need for the expansion of developmental frameworks and clearer reporting of both progressive and regressive changes, along with well-powered, longitudinal studies.
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Affiliation(s)
- Ryann Tansey
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
| | - Kirk Graff
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Shefali Rai
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Daria Merrikh
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Kate J Godfrey
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Tamara Vanderwal
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada; BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Signe Bray
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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15
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Gonzalez BD, Choo S, Janssen JJ, Hazelton J, Latifi K, Leach CR, Bailey S, Jim HS, Oswald LB, Woolverton M, Murphy M, Schilowitz EL, Frakes JM, Robinson EJ, Hoffe S. Novel Virtual Reality App for Training Patients on MRI-guided Radiation Therapy. Adv Radiat Oncol 2024; 9:101477. [PMID: 38681889 PMCID: PMC11043805 DOI: 10.1016/j.adro.2024.101477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 02/09/2024] [Indexed: 05/01/2024] Open
Abstract
Purpose Patients receiving respiratory gated magnetic resonance imaging-guided radiation therapy (MRIgRT) for abdominal targets must hold their breath for ≥25 seconds at a time. Virtual reality (VR) has shown promise for improving patient education and experience for diagnostic MRI scan acquisition. We aimed to develop and pilot-test the first VR app to educate, train, and reduce anxiety and discomfort in patients preparing to receive MRIgRT. Methods and Materials A multidisciplinary team iteratively developed a new VR app with patient input. The app begins with minigames to help orient patients to using the VR device and to train patients on breath-holding. Next, app users are introduced to the MRI linear accelerator vault and practice breath-holding during MRIgRT. In this quality improvement project, clinic personnel and MRIgRT-eligible patients with pancreatic cancer tested the VR app for feasibility, acceptability, and potential efficacy for training patients on using breath-holding during MRIgRT. Results The new VR app experience was tested by 19 patients and 67 clinic personnel. The experience was completed on average in 18.6 minutes (SD = 5.4) by patients and in 14.9 (SD = 3.5) minutes by clinic personnel. Patients reported the app was "extremely helpful" (58%) or "very helpful" (32%) for learning breath-holding used in MRIgRT and "extremely helpful" (28%) or "very helpful (50%) for reducing anxiety. Patients and clinic personnel also provided qualitative feedback on improving future versions of the VR app. Conclusion The VR app was feasible and acceptable for training patients on breath-holding for MRIgRT. Patients eligible for MRIgRT for pancreatic cancer and clinic personnel reported on future improvements to the app to enhance its usability and efficacy.
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Affiliation(s)
- Brian D. Gonzalez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL
| | - Sylvia Choo
- Morsani College of Medicine, University of South Florida, Tampa, FL
| | | | | | - Kujtim Latifi
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL
| | | | - Shannon Bailey
- Morsani College of Medicine, University of South Florida, Tampa, FL
- Center for Advanced Medical Learning and Simulation, University of South Florida, Tampa, FL
| | - Heather S.L. Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL
| | - Laura B. Oswald
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL
| | | | | | | | | | | | - Sarah Hoffe
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL
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16
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Decker AL, Meisler SL, Hubbard NA, Bauer CCC, Leonard J, Grotzinger H, Giebler MA, Torres YC, Imhof A, Romeo R, Gabrieli JDE. Striatal and Behavioral Responses to Reward Vary by Socioeconomic Status in Adolescents. J Neurosci 2024; 44:e1633232023. [PMID: 38253532 PMCID: PMC10941242 DOI: 10.1523/jneurosci.1633-23.2023] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 12/11/2023] [Accepted: 12/13/2023] [Indexed: 01/24/2024] Open
Abstract
Disparities in socioeconomic status (SES) lead to unequal access to financial and social support. These disparities are believed to influence reward sensitivity, which in turn are hypothesized to shape how individuals respond to and pursue rewarding experiences. However, surprisingly little is known about how SES shapes reward sensitivity in adolescence. Here, we investigated how SES influenced adolescent responses to reward, both in behavior and the striatum-a brain region that is highly sensitive to reward. We examined responses to both immediate reward (tracked by phasic dopamine) and average reward rate fluctuations (tracked by tonic dopamine) as these distinct signals independently shape learning and motivation. Adolescents (n = 114; 12-14 years; 58 female) performed a gambling task during functional magnetic resonance imaging. We manipulated trial-by-trial reward and loss outcomes, leading to fluctuations between periods of reward scarcity and abundance. We found that a higher reward rate hastened behavioral responses, and increased guess switching, consistent with the idea that reward abundance increases response vigor and exploration. Moreover, immediate reward reinforced previously rewarding decisions (win-stay, lose-switch) and slowed responses (postreward pausing), particularly when rewards were scarce. Notably, lower-SES adolescents slowed down less after rare rewards than higher-SES adolescents. In the brain, striatal activations covaried with the average reward rate across time and showed greater activations during rewarding blocks. However, these striatal effects were diminished in lower-SES adolescents. These findings show that the striatum tracks reward rate fluctuations, which shape decisions and motivation. Moreover, lower SES appears to attenuate reward-driven behavioral and brain responses.
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Affiliation(s)
- Alexandra L Decker
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
| | - Steven L Meisler
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
- Program in Speech and Hearing Bioscience and Technology, Harvard University, Cambridge, Massachusetts 02138
| | - Nicholas A Hubbard
- Department of Psychology, University of Nebraska, Lincoln, Nebraska 68588
| | - Clemens C C Bauer
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
- Department of Psychology, Northeastern University, Boston, Massachusetts 02115
| | - Julia Leonard
- Department of Psychology, Yale University, New Haven, Connecticut 06511
| | - Hannah Grotzinger
- Department of Psychological & Brain Sciences, University of California, Santa Barbara, California 93106
| | | | - Yesi Camacho Torres
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
| | - Andrea Imhof
- Department of Psychology, University of Oregon, Eugene, Oregon 97403
| | - Rachel Romeo
- Departments of Human Development & Quantitative Methodology and Hearing & Speech Sciences, and Program in Neuroscience & Cognitive Science, University of Maryland College Park, Baltimore, Maryland 20742
| | - John D E Gabrieli
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
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17
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Ge R, Yu Y, Qi YX, Fan YN, Chen S, Gao C, Haas SS, New F, Boomsma DI, Brodaty H, Brouwer RM, Buckner R, Caseras X, Crivello F, Crone EA, Erk S, Fisher SE, Franke B, Glahn DC, Dannlowski U, Grotegerd D, Gruber O, Hulshoff Pol HE, Schumann G, Tamnes CK, Walter H, Wierenga LM, Jahanshad N, Thompson PM, Frangou S, ENIGMA Lifespan Working Group. Normative modelling of brain morphometry across the lifespan with CentileBrain: algorithm benchmarking and model optimisation. Lancet Digit Health 2024; 6:e211-e221. [PMID: 38395541 PMCID: PMC10929064 DOI: 10.1016/s2589-7500(23)00250-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Collaborators] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 10/04/2023] [Accepted: 12/01/2023] [Indexed: 02/25/2024]
Abstract
The value of normative models in research and clinical practice relies on their robustness and a systematic comparison of different modelling algorithms and parameters; however, this has not been done to date. We aimed to identify the optimal approach for normative modelling of brain morphometric data through systematic empirical benchmarking, by quantifying the accuracy of different algorithms and identifying parameters that optimised model performance. We developed this framework with regional morphometric data from 37 407 healthy individuals (53% female and 47% male; aged 3-90 years) from 87 datasets from Europe, Australia, the USA, South Africa, and east Asia following a comparative evaluation of eight algorithms and multiple covariate combinations pertaining to image acquisition and quality, parcellation software versions, global neuroimaging measures, and longitudinal stability. The multivariate fractional polynomial regression (MFPR) emerged as the preferred algorithm, optimised with non-linear polynomials for age and linear effects of global measures as covariates. The MFPR models showed excellent accuracy across the lifespan and within distinct age-bins and longitudinal stability over a 2-year period. The performance of all MFPR models plateaued at sample sizes exceeding 3000 study participants. This model can inform about the biological and behavioural implications of deviations from typical age-related neuroanatomical changes and support future study designs. The model and scripts described here are freely available through CentileBrain.
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Affiliation(s)
- Ruiyang Ge
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Yuetong Yu
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Yi Xuan Qi
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Yu-Nan Fan
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Shiyu Chen
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Chuntong Gao
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Shalaila S Haas
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Faye New
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dorret I Boomsma
- Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit, Amsterdam, Netherlands
| | - Henry Brodaty
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW, Australia
| | - Rachel M Brouwer
- Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Vrije Universiteit, Amsterdam, Netherlands
| | - Randy Buckner
- Center for Brain Science, Harvard University, Cambridge, MA, USA
| | - Xavier Caseras
- Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, Wales, UK
| | - Fabrice Crivello
- Groupe d'Imagerie Neurofonctionnelle-Institut des Maladies Neurodégénératives, Université de Bordeaux, CNRS UMR 5293, Bordeaux, France
| | - Eveline A Crone
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Susanne Erk
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands
| | - Barbara Franke
- Departments of Human Genetics, Psychiatry and Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands
| | - David C Glahn
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, MA, USA
| | - Udo Dannlowski
- Department of Psychiatry and Psychotherapy, University of Münster, Münster, Germany
| | - Dominik Grotegerd
- Department of Psychiatry and Psychotherapy, University of Münster, Münster, Germany
| | - Oliver Gruber
- Section for Experimental Psychopathology and Neuroimaging, Department of General Psychiatry, Heidelberg University, Heidelberg, Germany
| | - Hilleke E Hulshoff Pol
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, Netherlands
| | - Gunter Schumann
- Centre for Population Neuroscience and Stratified Medicine, Institute for Science and Technology of Brain-inspired Intelligence, Fudan University, Shanghai, China; PONS Centre, Department of Psychiatry and Clinical Neuroscience, CCM, Charite Universitätsmedizin Berlin, Berlin, Germany
| | | | - Henrik Walter
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Lara M Wierenga
- Brain and Development Research Center, Leiden University, Leiden, Netherlands
| | - Neda Jahanshad
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA
| | - Paul M Thompson
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey, CA, USA
| | - Sophia Frangou
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Collaborators
Ingrid Agartz, Philip Asherson, Rosa Ayesa-Arriola, Nerisa Banaj, Tobias Banaschewski, Sarah Baumeister, Alessandro Bertolino, Stefan Borgwardt, Josiane Bourque, Daniel Brandeis, Alan Breier, Jan K Buitelaar, Dara M Cannon, Simon Cervenka, Patricia J Conrod, Benedicto Crespo-Facorro, Christopher G Davey, Lieuwe de Haan, Greig I de Zubicaray, Annabella Di Giorgio, Thomas Frodl, Patricia Gruner, Raquel E Gur, Ruben C Gur, Ben J Harrison, Sean N Hatton, Ian Hickie, Fleur M Howells, Chaim Huyser, Terry L Jernigan, Jiyang Jiang, John A Joska, René S Kahn, Andrew J Kalnin, Nicole A Kochan, Sanne Koops, Jonna Kuntsi, Jim Lagopoulos, Luisa Lazaro, Irina S Lebedeva, Christine Lochner, Nicholas G Martin, Bernard Mazoyer, Brenna C McDonald, Colm McDonald, Katie L McMahon, Sarah Medland, Amirhossein Modabbernia, Benson Mwangi, Tomohiro Nakao, Lars Nyberg, Fabrizio Piras, Maria J Portella, Jiang Qiu, Joshua L Roffman, Perminder S Sachdev, Nicole Sanford, Theodore D Satterthwaite, Andrew J Saykin, Carl M Sellgren, Kang Sim, Jordan W Smoller, Jair C Soares, Iris E Sommer, Gianfranco Spalletta, Dan J Stein, Sophia I Thomopoulos, Alexander S Tomyshev, Diana Tordesillas-Gutiérrez, Julian N Trollor, Dennis van 't Ent, Odile A van den Heuvel, Theo Gm van Erp, Neeltje Em van Haren, Daniela Vecchio, Dick J Veltman, Yang Wang, Bernd Weber, Dongtao Wei, Wei Wen, Lars T Westlye, Steven Cr Williams, Margaret J Wright, Mon-Ju Wu, Kevin Yu,
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18
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Meisler SL, Gabrieli JDE, Christodoulou JA. White matter microstructural plasticity associated with educational intervention in reading disability. IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.) 2024; 2:10.1162/imag_a_00108. [PMID: 38974814 PMCID: PMC11225775 DOI: 10.1162/imag_a_00108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/09/2024]
Abstract
Children's reading progress typically slows during extended breaks in formal education, such as summer vacations. This stagnation can be especially concerning for children with reading difficulties or disabilities, such as dyslexia, because of the potential to exacerbate the skills gap between them and their peers. Reading interventions can prevent skill loss and even lead to appreciable gains in reading ability during the summer. Longitudinal studies relating intervention response to brain changes can reveal educationally relevant insights into rapid learning-driven brain plasticity. The current work focused on reading outcomes and white matter connections, which enable communication among the brain regions required for proficient reading. We collected reading scores and diffusion-weighted images at the beginning and end of summer for 41 children with reading difficulties who had completed either 1st or 2nd grade. Children were randomly assigned to either receive an intensive reading intervention (n = 26; Seeing Stars from Lindamood-Bell which emphasizes orthographic fluency) or be deferred to a wait-list group (n = 15), enabling us to analyze how white matter properties varied across a wide spectrum of skill development and regression trajectories. On average, the intervention group had larger gains in reading compared to the non-intervention group, who declined in reading scores. Improvements on a proximal measure of orthographic processing (but not other more distal reading measures) were associated with decreases in mean diffusivity within core reading brain circuitry (left arcuate fasciculus and left inferior longitudinal fasciculus) and increases in fractional anisotropy in the left corticospinal tract. Our findings suggest that responses to intensive reading instruction are related predominantly to white matter plasticity in tracts most associated with reading.
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Affiliation(s)
- Steven L. Meisler
- Program in Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, MA, United States
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - John D. E. Gabrieli
- Program in Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, MA, United States
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
- McGovern Institute for Brain Research, Cambridge, MA, United States
| | - Joanna A. Christodoulou
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
- McGovern Institute for Brain Research, Cambridge, MA, United States
- Department of Communication Sciences and Disorders, MGH Institute of Health Professions, Charlestown, MA, United States
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19
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Greer MLC, Gee MS, Pace E, Sotardi S, Morin CE, Chavhan GB, Jaimes C. A survey of non-sedate practices when acquiring pediatric magnetic resonance imaging examinations. Pediatr Radiol 2024; 54:239-249. [PMID: 38112762 DOI: 10.1007/s00247-023-05828-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 11/27/2023] [Accepted: 11/30/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND Improving access to magnetic resonance imaging (MRI) in childhood can be facilitated by making it faster and cheaper and reducing need for sedation or general anesthesia (GA) to mitigate motion. Some children achieve diagnostic quality MRI without GA through the use of non- practices fostering their cooperation and/or alleviating anxiety. Employed before and during MRI, these variably educate, distract, and/or desensitize patients to this environment. OBJECTIVE To assess current utilization of non-sedate practices in pediatric MRI, including variations in practice and outcomes. MATERIALS AND METHODS A survey-based study was conducted with 1372 surveys emailed to the Society for Pediatric Radiology members in February 2021, inviting one response per institution. RESULTS Responses from 50 unique institutions in nine countries revealed 49/50 (98%) sites used ≥ 1 non-sedate practice, 48/50 (96%) sites in infants < 6 months, and 11/50 (22%) for children aged 6 months to 3 years. Non-sedate practices per site averaged 4.5 (range 0-10), feed and swaddle used at 47/49 (96%) sites, and child life specialists at 35/49 (71%). Average success rates were moderate (> 50-75%) across all sites and high (> 75-100%) for 20% of sites, varying with specific techniques. Commonest barriers to use were scheduling conflicts and limited knowledge. CONCLUSION Non-sedate practice utilization in pediatric MRI was near-universal but widely variable across sites, ages, and locales, with room for broader adoption. Although on average non-sedate practice success rates were similar, the range in use and outcomes suggest a need for standardized implementation guidelines, including patient selection and outcome metrics, to optimize utilization and inform educational initiatives.
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Affiliation(s)
- Mary-Louise C Greer
- Department of Diagnostic and Interventional Radiology, The Hospital for Sick Children, Department of Medical Imaging, University of Toronto, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
| | - Michael S Gee
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Erika Pace
- Department of Radiology, Royal Marsden NHS Foundation Trust, London, England, UK
| | - Susan Sotardi
- Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Cara E Morin
- Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Govind B Chavhan
- Department of Diagnostic and Interventional Radiology, The Hospital for Sick Children, Department of Medical Imaging, University of Toronto, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Camilo Jaimes
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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20
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Vandermeer MRJ, Liu P, Mohamed Ali O, Daoust AR, Joanisse MF, Barch DM, Hayden EP. Children's neural reactivity to maternal praise and criticism: Associations with early depressive symptoms and maternal depression. Dev Psychopathol 2024; 36:12-27. [PMID: 36039979 DOI: 10.1017/s0954579422000840] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Caregiving experiences are implicated in children's depression risk; however, children's neural reactivity to positive and negative feedback from mothers, a potential mediator of depression risk, is poorly understood. In a sample of 81 children (Mage = 11.12 years, SDage = 0.63), some of whom were recruited based on a maternal history of depression (n = 29), we used fMRI to characterize children's neural responses to maternal praise and criticism. Maternal history of depression was unrelated to children's brain activity during both the praise and criticism conditions; however, ROI analyses showed that children's self-reported depressive symptoms were negatively associated with functional activity in the left anterior insula and right putamen while hearing maternal criticism. Whole-brain analyses showed that children's depressive symptoms were positively associated with left inferior frontal gyrus activity while listening to maternal praise. These findings complement past work implicating these brain regions in the processing of emotionally salient stimuli, reward processing, and internal speech. Given associations between early depressive symptoms and later disorder, findings suggest that maladaptive neural processing of maternal feedback may contribute to children's early emerging risk for depression.
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Affiliation(s)
- Matthew R J Vandermeer
- Department of Psychology, The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, Room 3190, 1151 Richmond St., London, ON, Canada
| | - Pan Liu
- Department of Psychology, The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, Room 3190, 1151 Richmond St., London, ON, Canada
| | - Ola Mohamed Ali
- Department of Psychology, The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, Room 3190, 1151 Richmond St., London, ON, Canada
| | - Andrew R Daoust
- Department of Psychology, The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, Room 3190, 1151 Richmond St., London, ON, Canada
| | - Marc F Joanisse
- Department of Psychology, The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, Room 3190, 1151 Richmond St., London, ON, Canada
| | - Deanna M Barch
- Department of Psychiatry, Washington University School of Medicine, 4444 Forest Park Avenue, Suite 2100, St. Louis, MO, USA
- Department of Psychology, Washington University, St. Louis, MO, USA
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Elizabeth P Hayden
- Department of Psychology, The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, Room 3190, 1151 Richmond St., London, ON, Canada
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Fagerland SM, Berntsen HR, Fredriksen M, Endestad T, Skouras S, Rootwelt-Revheim ME, Undseth RM. Exploring protocol development: Implementing systematic contextual memory to enhance real-time fMRI neurofeedback. JOURNAL OF ELECTRICAL BIOIMPEDANCE 2024; 15:41-62. [PMID: 38827812 PMCID: PMC11141335 DOI: 10.2478/joeb-2024-0006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Indexed: 06/05/2024]
Abstract
Objective The goal of this study was to explore the development and implementation of a protocol for real-time fMRI neurofeedback (rtfMRI-nf) and to assess the potential for enhancing the selective brain activation using stimuli from Virtual Reality (VR). In this study we focused on two specific brain regions, supplementary motor area (SMA) and right inferior frontal gyrus (rIFG). Publications by other study groups have suggested impaired function in these specific brain regions in patients with the diagnoses Attention Deficit Hyperactivity Disorder (ADHD) and Tourette's Syndrome (TS). This study explored the development of a protocol to investigate if attention and contextual memory may be used to systematically strengthen the procedure of rtfMRI-nf. Methods We used open-science software and platforms for rtfMRI-nf and for developing a simulated repetition of the rtfMRI-nf brain training in VR. We conducted seven exploratory tests in which we updated the protocol at each step. During rtfMRI-nf, MRI images are analyzed live while a person is undergoing an MRI scan, and the results are simultaneously shown to the person in the MRI-scanner. By focusing the analysis on specific regions of the brain, this procedure can be used to help the person strengthen conscious control of these regions. The VR simulation of the same experience involved a walk through the hospital toward the MRI scanner where the training sessions were conducted, as well as a subsequent simulated repetition of the MRI training. The VR simulation was a 2D projection of the experience.The seven exploratory tests involved 19 volunteers. Through this exploration, methods for aiming within the brain (e.g. masks/algorithms for coordinate-system control) and calculations for the analyses (e.g. calculations based on connectivity versus activity) were updated by the project team throughout the project. The final procedure involved three initial rounds of rtfMRI-nf for learning brain strategies. Then, the volunteers were provided with VR headsets and given instructions for one week of use. Afterward, a new session with three rounds of rtfMRI-nf was conducted. Results Through our exploration of the indirect effect parameters - brain region activity (directed oxygenated blood flow), connectivity (degree of correlated activity in different regions), and neurofeedback score - the volunteers tended to increase activity in the reinforced brain regions through our seven tests. Updates of procedures and analyses were always conducted between pilots, and never within. The VR simulated repetition was tested in pilot 7, but the role of the VR contribution in this setting is unclear due to underpowered testing. Conclusion This proof-of-concept protocol implies how rtfMRI-nf may be used to selectively train two brain regions (SMA and rIFG). The method may likely be adapted to train any given region in the brain, but readers are advised to update and adapt the procedure to experimental needs.
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Affiliation(s)
- Steffen Maude Fagerland
- The Intervention Centre, Division of Technology and Innovation, Oslo University Hospital, Oslo, Norway
- Department of Cognitive and Neuropsychology, Department of Psychology, University of Oslo, Oslo, Norway
- RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, Department of Psychology, University of Oslo, Norway
| | - Henrik Røsholm Berntsen
- The Intervention Centre, Division of Technology and Innovation, Oslo University Hospital, Oslo, Norway
| | - Mats Fredriksen
- Neuropsychatric Outpatient Clinic, Vestfold Hospital Trust, Tønsberg, Norway
| | - Tor Endestad
- RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, Department of Psychology, University of Oslo, Norway
- Department of Neuropsychology, Helgeland Hospital, Norway
| | - Stavros Skouras
- Department of Fundamental Neurosciences, Faculty of Medicine, University of Geneva, Geneva, CH-1202, Switzerland
- Department of Biological and Medical Psychology, University of Bergen, Bergen, NO-5020, Norway
- Department of Neurology, Inselspital University Hospital Bern, Bern, CH-3010, Switzerland
| | - Mona Elisabeth Rootwelt-Revheim
- The Intervention Centre, Division of Technology and Innovation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ragnhild Marie Undseth
- The Intervention Centre, Division of Technology and Innovation, Oslo University Hospital, Oslo, Norway
- Department of Cognitive and Neuropsychology, Department of Psychology, University of Oslo, Oslo, Norway
- Division of Radiology Research, The Intervention Centre, Oslo University Hospital, Oslo, Norway
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22
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Wang X, Fu K, Liu J, Xie H. Leveraging an efficient preparation method into magnetic resonance examinations of young children aged 3-6. Eur J Radiol 2024; 170:111256. [PMID: 38096742 DOI: 10.1016/j.ejrad.2023.111256] [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: 08/24/2023] [Revised: 11/15/2023] [Accepted: 12/05/2023] [Indexed: 01/16/2024]
Abstract
PURPOSE To evaluate the benefits of a multifaceted concept, ANMTE (Appropriate Number of children, appropriate learning Methods, appropriate adaptive Training, and appropriate Encouragement), proposed by our group, in improving the success rate, efficiency and image quality of Magnetic Resonance (MR) examinations for children from 3 to 6 years old. METHOD In this study, 150 participants were included from July 2019 to January 2023, including 50 non-sedated children in ANMTE group, 50 in the group with sedative, and 50 in the group with routine preparations. ANMTE refers to appropriate number of children, appropriate learning methods, appropriate adaptive training, and appropriate encouragement, developed by our group for MR examinations of children from 3 to 6 years old. Group differences in success rate, efficiency, and image quality were evaluated across the three groups using Kaplan-Meier, Log-rank and Chi-square test, respectively. RESULTS The rates of successful MR examinations were 44/50 (88 %), 45/50 (90 %), and 36/50 (72 %) for ANMTE group, the group with sedatives and the group with routine preparations, respectively (P = 0.03). Image quality of the 3 groups showed no significant group difference (P = 0.067). In terms of the median duration of MR examinations, ANMTE group was comparable to the group with sedative (both were about 10.0 min), but better than the group with routine preparations (16.5 min) (P = 0.024). CONCLUSION We demonstrated the feasibility of our comprehensive nursing method ANMTE in MR examinations of young children, similar to the group with sedative at the success rate and image quality as well as the durations of MR examinations. ANMTE has not only better efficiency but also higher safety as it does not require sedative, which could be promising in clinical routine MR examinations for young children aged 3-6 years old.
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Affiliation(s)
- Xueqin Wang
- Department of Radiology, Daping Hospital, Army Medical University (Army Medical Center of PLA), Chongqing, China.
| | - Kun Fu
- Department of Radiology, Daping Hospital, Army Medical University (Army Medical Center of PLA), Chongqing, China.
| | - Junling Liu
- Department of Radiology, Daping Hospital, Army Medical University (Army Medical Center of PLA), Chongqing, China.
| | - Huan Xie
- Department of Radiology, Daping Hospital, Army Medical University (Army Medical Center of PLA), Chongqing, China.
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Stogiannos N, Pavlopoulou G, Papadopoulos C, Walsh G, Potts B, Moqbel S, Gkaravella A, McNulty J, Simcock C, Gaigg S, Bowler D, Marais K, Cleaver K, Lloyd JH, Dos Reis CS, Malamateniou C. Strategies to improve the magnetic resonance imaging experience for autistic individuals: a cross-sectional study exploring parents and carers' experiences. BMC Health Serv Res 2023; 23:1375. [PMID: 38062422 PMCID: PMC10704820 DOI: 10.1186/s12913-023-10333-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/15/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Autistic individuals encounter numerous barriers in accessing healthcare, including communication difficulties, sensory sensitivities, and a lack of appropriate adjustments. These issues are particularly acute during MRI scans, which involve confined spaces, loud noises, and the necessity to remain still. There remains no unified approach to preparing autistic individuals for MRI procedures. METHODS A cross-sectional online survey was conducted with parents and carers of autistic individuals in the UK to explore their experiences, barriers, and recommendations concerning MRI scans. The survey collected demographic information and experiential accounts of previous MRI procedures. Quantitative data were analysed descriptively, while key themes were identified within the qualitative data through inductive thematic analysis. RESULTS Sixteen parents/carers participated. The majority reported difficulties with communication, inadequate pre-scan preparation, and insufficient adjustments during MRI scans for their autistic children. Key barriers included an overwhelming sensory environment, radiographers' limited understanding of autism, and anxiety stemming from uncertainties about the procedure. Recommended improvements encompassed accessible communication, pre-visit familiarisation, noise-reduction and sensory adaptations, staff training on autism, and greater flexibility to meet individual needs. CONCLUSIONS There is an urgent need to enhance MRI experiences for autistic individuals. This can be achieved through improved staff knowledge, effective communication strategies, thorough pre-scan preparation, and tailored reasonable adjustments. Co-producing clear MRI guidelines with the autism community could standardise sensitive practices. An individualised approach is crucial for reducing anxiety and facilitating participation. Empowering radiographers through autism-specific education and incorporating insights from autistic individuals and their families could transform MRI experiences and outcomes.
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Affiliation(s)
- Nikolaos Stogiannos
- Department of Midwifery & Radiography, School of Health and Psychological Sciences, City, University of London, London, UK
- Medical Imaging Department, Corfu General Hospital, Corfu, Greece
| | - Georgia Pavlopoulou
- Department of Psychology and Human Development, University College London, Institute of Education Group for Research in Relationships in NeuroDiversity-GRRAND, London, UK
- Anna Freud National Centre for Children and Families, London, UK
| | - Chris Papadopoulos
- Institute for Health Research, University of Bedfordshire, Putteridge Bury Campus, Luton, UK.
| | - Gemma Walsh
- Department of Midwifery & Radiography, School of Health and Psychological Sciences, City, University of London, London, UK
| | - Ben Potts
- Department of Midwifery & Radiography, School of Health and Psychological Sciences, City, University of London, London, UK
- Southampton General Hospital, University Hospitals Southampton Foundation Trust, Southampton, UK
| | - Sarah Moqbel
- Anna Freud National Centre for Children and Families, London, UK
| | | | - Jonathan McNulty
- School of Medicine, Health Sciences Centre, University College Dublin, Dublin, Ireland
| | - Clare Simcock
- Institute of Child Health, Great Ormond Street Hospital for Children NHS Foundation Trust, University College London, London, UK
| | - Sebastian Gaigg
- Department of Psychology, School of Health and Psychological Sciences, City, University of London, London, UK
| | - Dermot Bowler
- Department of Psychology, School of Health and Psychological Sciences, City, University of London, London, UK
| | - Keith Marais
- Community Involvement, University of London, London, UK
| | - Karen Cleaver
- Faculty of Education, Health & Human Sciences, University of Greenwich, London, UK
| | - Jane Harvey Lloyd
- Department of Specialist Science Education, University of Leeds, Leeds, UK
| | - Cláudia Sá Dos Reis
- School of Health Sciences (HESAV), University of Applied Sciences Western Switzerland (HES- SO), Lausanne, CH, Switzerland
| | - Christina Malamateniou
- Department of Midwifery & Radiography, School of Health and Psychological Sciences, City, University of London, London, UK
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24
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Ge R, Yu Y, Qi YX, Fan YV, Chen S, Gao C, Haas SS, Modabbernia A, New F, Agartz I, Asherson P, Ayesa-Arriola R, Banaj N, Banaschewski T, Baumeister S, Bertolino A, Boomsma DI, Borgwardt S, Bourque J, Brandeis D, Breier A, Brodaty H, Brouwer RM, Buckner R, Buitelaar JK, Cannon DM, Caseras X, Cervenka S, Conrod PJ, Crespo-Facorro B, Crivello F, Crone EA, de Haan L, de Zubicaray GI, Di Giorgio A, Erk S, Fisher SE, Franke B, Frodl T, Glahn DC, Grotegerd D, Gruber O, Gruner P, Gur RE, Gur RC, Harrison BJ, Hatton SN, Hickie I, Howells FM, Hulshoff Pol HE, Huyser C, Jernigan TL, Jiang J, Joska JA, Kahn RS, Kalnin AJ, Kochan NA, Koops S, Kuntsi J, Lagopoulos J, Lazaro L, Lebedeva IS, Lochner C, Martin NG, Mazoyer B, McDonald BC, McDonald C, McMahon KL, Nakao T, Nyberg L, Piras F, Portella MJ, Qiu J, Roffman JL, Sachdev PS, Sanford N, Satterthwaite TD, Saykin AJ, Schumann G, Sellgren CM, Sim K, Smoller JW, Soares J, Sommer IE, Spalletta G, Stein DJ, Tamnes CK, Thomopolous SI, Tomyshev AS, Tordesillas-Gutiérrez D, Trollor JN, van ’t Ent D, van den Heuvel OA, van Erp TGM, van Haren NEM, Vecchio D, Veltman DJ, Walter H, Wang Y, Weber B, et alGe R, Yu Y, Qi YX, Fan YV, Chen S, Gao C, Haas SS, Modabbernia A, New F, Agartz I, Asherson P, Ayesa-Arriola R, Banaj N, Banaschewski T, Baumeister S, Bertolino A, Boomsma DI, Borgwardt S, Bourque J, Brandeis D, Breier A, Brodaty H, Brouwer RM, Buckner R, Buitelaar JK, Cannon DM, Caseras X, Cervenka S, Conrod PJ, Crespo-Facorro B, Crivello F, Crone EA, de Haan L, de Zubicaray GI, Di Giorgio A, Erk S, Fisher SE, Franke B, Frodl T, Glahn DC, Grotegerd D, Gruber O, Gruner P, Gur RE, Gur RC, Harrison BJ, Hatton SN, Hickie I, Howells FM, Hulshoff Pol HE, Huyser C, Jernigan TL, Jiang J, Joska JA, Kahn RS, Kalnin AJ, Kochan NA, Koops S, Kuntsi J, Lagopoulos J, Lazaro L, Lebedeva IS, Lochner C, Martin NG, Mazoyer B, McDonald BC, McDonald C, McMahon KL, Nakao T, Nyberg L, Piras F, Portella MJ, Qiu J, Roffman JL, Sachdev PS, Sanford N, Satterthwaite TD, Saykin AJ, Schumann G, Sellgren CM, Sim K, Smoller JW, Soares J, Sommer IE, Spalletta G, Stein DJ, Tamnes CK, Thomopolous SI, Tomyshev AS, Tordesillas-Gutiérrez D, Trollor JN, van ’t Ent D, van den Heuvel OA, van Erp TGM, van Haren NEM, Vecchio D, Veltman DJ, Walter H, Wang Y, Weber B, Wei D, Wen W, Westlye LT, Wierenga LM, Williams SCR, Wright MJ, Medland S, Wu MJ, Yu K, Jahanshad N, Thompson PM, Frangou S. Normative Modeling of Brain Morphometry Across the Lifespan Using CentileBrain: Algorithm Benchmarking and Model Optimization. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.30.523509. [PMID: 38076938 PMCID: PMC10705253 DOI: 10.1101/2023.01.30.523509] [Show More Authors] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
We present an empirically benchmarked framework for sex-specific normative modeling of brain morphometry that can inform about the biological and behavioral significance of deviations from typical age-related neuroanatomical changes and support future study designs. This framework was developed using regional morphometric data from 37,407 healthy individuals (53% female; aged 3-90 years) following a comparative evaluation of eight algorithms and multiple covariate combinations pertaining to image acquisition and quality, parcellation software versions, global neuroimaging measures, and longitudinal stability. The Multivariate Factorial Polynomial Regression (MFPR) emerged as the preferred algorithm optimized using nonlinear polynomials for age and linear effects of global measures as covariates. The MFPR models showed excellent accuracy across the lifespan and within distinct age-bins, and longitudinal stability over a 2-year period. The performance of all MFPR models plateaued at sample sizes exceeding 3,000 study participants. The model and scripts described here are freely available through CentileBrain (https://centilebrain.org/).
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Affiliation(s)
- Ruiyang Ge
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Yuetong Yu
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Yi Xuan Qi
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Yunan Vera Fan
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Shiyu Chen
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Chuntong Gao
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Shalaila S Haas
- Department of Psychiatry, Icahn School of Medicine at Mount
Sinai, New York, NY, USA
| | | | - Faye New
- Department of Psychiatry, Icahn School of Medicine at Mount
Sinai, New York, NY, USA
| | - Ingrid Agartz
- Norwegian Centre for Mental Disorders Research (NORMENT),
Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Psychiatric Research, Diakonhjemmet Hospital,
Oslo, Norway
- Centre for Psychiatry Research, Department of Clinical
Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm,
Stockholm, Sweden
| | - Philip Asherson
- Institute of Psychiatry, Psychology and Neuroscience, Social,
Genetic and Developmental Psychiatry Center, King's College London, London, UK
| | - Rosa Ayesa-Arriola
- Department of Psychiatry, Marqués de Valdecilla
University Hospital, Valdecilla Biomedical Research Institute (IDIVAL), Santander,
Spain
| | - Nerisa Banaj
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation,
Rome, Italy
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy,
Central Institute of Mental Health, Mannheim, Germany
| | - Sarah Baumeister
- Department of Child and Adolescent Psychiatry and Psychotherapy,
Central Institute of Mental Health, Mannheim, Germany
| | - Alessandro Bertolino
- Department of Basic Medical Science, Neuroscience and Sense
Organs, University of Bari Aldo Moro, Bari, Italy
| | - Dorret I Boomsma
- Department of Biological Psychology, Vrije Universiteit
Amsterdam, Amsterdam, The Netherlands
| | - Stefan Borgwardt
- Translational Psychiatry Unit, Department of Psychiatry and
Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Josiane Bourque
- Department of Psychiatry, University of Pennsylvania,
Philadelphia, Pennsylvania, USA
| | - Daniel Brandeis
- Department of Child and Adolescent Psychiatry and Psychotherapy,
Central Institute of Mental Health, Mannheim, Germany
- Department of Child and Adolescent Psychiatry, University of
Zürich, Zurich, Switzerland
| | - Alan Breier
- Department of Psychiatry, Indiana University School of
Medicine, Indianapolis, Indiana, USA
| | - Henry Brodaty
- Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry,
University of New South Wales, Sydney, Australia
| | - Rachel M Brouwer
- Department of Psychiatry, UMC Brain Center, University Medical
Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Complex Trait Genetics, Center for Neurogenomics and Cognitive
Research, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Randy Buckner
- Department of Psychology, Center for Brain Science, Harvard
University, Cambridge, Massachusetts, USA
- Department of Psychiatry, Massachusetts General Hospital,
Boston, Massachusetts, USA
| | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for
Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The
Netherlands
| | - Dara M Cannon
- Clinical Neuroimaging Laboratory, National University of
Ireland Galway, Galway, Ireland
| | - Xavier Caseras
- MRC Centre for Neuropsychiatric Genetics and Genomics,
Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff,
UK
| | - Simon Cervenka
- Centre for Psychiatry Research, Department of Clinical
Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm,
Stockholm, Sweden
- Department of Medical Sciences, Psychiatry, Uppsala
University, Uppsala, Sweden
| | - Patricia J Conrod
- Department of Psychiatry and Addiction, Université de
Montréal, CHU Ste Justine, Montréal, Canada
| | - Benedicto Crespo-Facorro
- University Hospital Virgen del Rocio, Seville, Spain;
Department of Psychiatry, University of Seville, Institute of Biomedicine of Seville (IBIS),
Seville, Spain
- Mental Health Research Networking Center (CIBERSAM), Madrid,
Spain
| | - Fabrice Crivello
- Institut des Maladies Neurodégénératives,
Université de Bordeaux, Bordeaux, France
| | - Eveline A Crone
- Department of Psychology, Education and Child Studies, Erasmus
University Rotterdam, Rotterdam, The Netherlands
- Institute of Psychology, Leiden University, Leiden, The
Netherlands; Leiden Institute for Brain and Cognition, Leiden University, Leiden, The
Netherlands
| | - Liewe de Haan
- Department of Psychiatry, Amsterdam UMC, Amsterdam, The
Netherlands
| | - Greig I de Zubicaray
- School of Psychology & Counselling, Faculty of Health,
Queensland University of Technology, Brisbane, Australia
| | - Annabella Di Giorgio
- Laboratory of Biological Psychiatry, Fondazione IRCCS Casa
Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Susanne Erk
- Division of Mind and Brain Research, Department of Psychiatry
and Psychotherapy, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for
Psycholinguistics, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud
University Medical Center, Nijmegen, The Netherlands
| | - Barbara Franke
- Department of Human Genetics, Radboud University Medical
Center, Nijmegen, The Netherlands
- Department of Psychiatry, Donders Institute for Brain,
Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Thomas Frodl
- University Clinics and Clinics for Psychiatry, Psychotherapy
and Psychosomatic Medicine, RWTH Aachen University, Aachen, Germany
| | - David C Glahn
- Department of Psychiatry, Tommy Fuss Center for
Neuropsychiatric Disease Research Boston Children's Hospital, Harvard Medical School,
Boston, Massachusetts, USA
| | - Dominik Grotegerd
- Department of Psychiatry and Psychotherapy, University of
Muenster, Muenster, Germany
| | - Oliver Gruber
- Section for Experimental Psychopathology and Neuroimaging,
Department of General Psychiatry, Heidelberg University, Heidelberg, Germany
| | - Patricia Gruner
- Department of Psychiatry, Yale University, New Haven,
Connecticut, USA
| | - Raquel E Gur
- Department of Psychiatry, University of Pennsylvania,
Philadelphia, Pennsylvania, USA
| | - Ruben C Gur
- Department of Psychiatry, University of Pennsylvania,
Philadelphia, Pennsylvania, USA
| | - Ben J Harrison
- Melbourne Neuropsychiatry Centre, Department of Psychiatry,
The University of Melbourne & Melbourne Health, Melbourne, Australia
| | - Sean N Hatton
- Center for Multimodal Imaging and Genetics, University of
California San Diego, La jolla, California, USA
| | - Ian Hickie
- Brain and Mind Centre, University of Sydney, Sydney,
Australia
| | - Fleur M Howells
- Neuroscience Institute, University of Cape Town, Cape Town,
South Africa
| | - Hilleke E Hulshoff Pol
- Department of Psychiatry, UMC Brain Center, University Medical
Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Psychology, Utrecht University, Utrecht, The
Netherlands
| | - Chaim Huyser
- Department of Child and Adolescent Psychiatry, Academic
Medical Centre/De Bascule, Amsterdam, The Netherlands
| | - Terry L Jernigan
- Center for Human Development, Departments of Cognitive
Science, Psychiatry, and Radiology, University of California, San Diego, USA
| | - Jiyang Jiang
- Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry,
University of New South Wales, Sydney, Australia
| | - John A Joska
- Department of Neuropsychiatry, University of Cape Town, Cape
Town, South Africa
| | - René S Kahn
- Department of Psychiatry, Icahn School of Medicine at Mount
Sinai, New York, NY, USA
| | - Andrew J Kalnin
- Department of Radiology, The Ohio State University College of
Medicine, Columbus, Ohio, USA
| | - Nicole A Kochan
- Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry,
University of New South Wales, Sydney, Australia
| | - Sanne Koops
- Department of Psychiatry and Brain Center Rudolf Magnus,
University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jonna Kuntsi
- Institute of Psychiatry, Psychology and Neuroscience, Social,
Genetic and Developmental Psychiatry Center, King's College London, London, UK
| | - Jim Lagopoulos
- Sunshine Coast Mind and Neuroscience - Thompson Institute,
University of the Sunshine Coast, Queensland, Australia
| | - Luisa Lazaro
- Department of Child and Adolescent Psychiatry and Psychology,
Hospital Clínic Barcelona, Barcelona, Spain
| | | | - Christine Lochner
- SA MRC Unit on Risk and Resilience in Mental Disorders,
Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Nicholas G Martin
- Queensland Institute of Medical Research, Berghofer Medical
Research Institute, Brisbane, Australia
| | - Bernard Mazoyer
- Institut des Maladies Neurodégénératives,
Université de Bordeaux, Bordeaux, France
| | - Brenna C McDonald
- Department of Radiology and Imaging Sciences, Indiana
University School of Medicine, Indianapolis, Indiana, USA
| | - Colm McDonald
- Centre for Neuroimaging & Cognitive Genomics (NICOG),
NCBES Galway Neuroscience Centre, National University of Ireland Galway, Galway,
Ireland
| | - Katie L McMahon
- School of Clinical Sciences, Centre for Biomedical
Technologies, Queensland University of Technology, Brisbane, Australia
| | - Tomohiro Nakao
- Department of Neuropsychiatry, Kyushu University, Fukuoka,
Japan
| | - Lars Nyberg
- Department of Radiation Sciences, Umeå Center for
Functional Brain Imaging, Umeå University, Umeå, Sweden; Department of
Integrative Medical Biology, Umeå University, Umeå, Sweden
| | - Fabrizio Piras
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation,
Rome, Italy
| | - Maria J Portella
- Mental Health Research Networking Center (CIBERSAM), Madrid,
Spain
- Department of Psychiatry, Hospital de la Santa Creu iSant Pau,
Institutd' Investigació Biomèdica SantPau, Universitat
Autònomade Barcelona (UAB), Barcelona, Spain
| | - Jiang Qiu
- Key Laboratory of Cognition and Personality, Southwest
University, Ministry of Education, Chongqing, PR China
- Faculty of Psychology, Southwest University, Chongqing, PR
China
- Southwest University Branch, Collaborative Innovation Center
of Assessment Toward Basic Education Quality, Beijing Normal University, Beijing, PR
China
| | - Joshua L Roffman
- Department of Psychiatry, Massachusetts General Hospital,
Harvard Medical School, Boston, Massachusetts, USA
| | - Perminder S Sachdev
- Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry,
University of New South Wales, Sydney, Australia
| | - Nicole Sanford
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | | | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana
University School of Medicine, Indianapolis, Indiana, USA
| | - Gunter Schumann
- Centre for Population Neuroscience and Precision Medicine
(PONS), Institute of Psychiatry, Psychology, and Neuroscience, Social, Genetic &
Developmental Psychiatry Centre, King's College London, London, UK; Institute for
Science and Technology of Brain-inspired Intelligence, Fudan University, Shanghai, PR China;
Centre for Population Neuroscience and Stratified Medicine (PONS), Charite Mental Health,
Department of Psychiatry and Psychotherapy, CCM, Charite Universitätsmedizin Berlin,
Berlin, Germany
| | - Carl M Sellgren
- Centre for Psychiatry Research, Department of Clinical
Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm,
Stockholm, Sweden
- Department of Physiology and Pharmacology, Karolinska
Institute, Stockholm, Sweden
| | - Kang Sim
- Institute of Mental Health, Singapore
| | - Jordan W Smoller
- Center for Genomic Medicine, Massachusetts General Hospital,
Boston, Massachusetts, USA
| | - Jair Soares
- University of Texas Health Harris County Psychiatric Center,
Houston, Texas, USA
| | - Iris E Sommer
- Department of Biomedical Sciences of Cells and Systems,
Rijksuniversiteit Groningen, University Medical Center Groningen, Groningen, The
Netherlands
| | | | - Dan J Stein
- SA MRC Unit on Risk and Resilience in Mental Disorders,
Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town,
South Africa
| | - Christian K Tamnes
- Norwegian Centre for Mental Disorders Research (NORMENT),
Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Psychiatric Research, Diakonhjemmet Hospital,
Oslo, Norway
- PROMENTA Research Center, Department of Psychology, University
of Oslo, Oslo, Norway
| | - Sophia I Thomopolous
- Genetics Center, Stevens Institute for Neuroimaging and
Informatics, Keck USC School of Medicine, Marina del Rey, California, USA
| | | | - Diana Tordesillas-Gutiérrez
- Department of Radiology, Marqués de Valdecilla
University Hospital, Valdecilla Biomedical Research Institute (IDIVAL), Santander, Spain;
Advanced Computing and e-Science, Instituto de Física de Cantabria (UC-CSIC),
Santander, Spain
| | - Julian N Trollor
- Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry,
University of New South Wales, Sydney, Australia
- Department of Developmental Disability Neuropsychiatry, School
of Psychiatry, University of New South Wales, Sydney, Australia
| | - Dennis van ’t Ent
- Department of Biological Psychology, Vrije Universiteit
Amsterdam, Amsterdam, The Netherlands
| | - Odile A van den Heuvel
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit
Amsterdam, Amsterdam Neuroscience, Amsterdam, The Netherlands
- Department of Anatomy & Neurosciences, Amsterdam UMC,
Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Theo GM van Erp
- Department of Psychiatry and Human Behavior, University of
California, Irvine, California, USA
| | - Neeltje EM van Haren
- Department of Child and Adolescent Psychiatry/Psychology,
Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Daniela Vecchio
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation,
Rome, Italy
| | - Dick J Veltman
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit
Amsterdam, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Henrik Walter
- Division of Mind and Brain Research, Department of Psychiatry
and Psychotherapy, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Yang Wang
- Department of Radiology, Medical College of Wisconsin,
Milwaukee, Wisconsin, USA
| | - Bernd Weber
- Institute for Experimental Epileptology and Cognition
Research, University of Bonn Germany, Bonn, Germany; University Hospital Bonn, Bonn,
Germany
| | - Dongtao Wei
- Key Laboratory of Cognition and Personality, Southwest
University, Ministry of Education, Chongqing, PR China
- Faculty of Psychology, Southwest University, Chongqing, PR
China
| | - Wei Wen
- Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry,
University of New South Wales, Sydney, Australia
| | - Lars T Westlye
- Department of Psychology, University of Oslo, Oslo,
Norway
| | - Lara M Wierenga
- Institute of Psychology, Leiden University, Leiden, The
Netherlands; Leiden Institute for Brain and Cognition, Leiden University, Leiden, The
Netherlands
| | - Steven CR Williams
- Department of Neuroimaging, Institute of Psychiatry,
Psychology and Neuroscience, King's College London, London, UK
| | - Margaret J Wright
- Queensland Brain Institute, University of Queensland,
Brisbane, Queensland, Australia
| | - Sarah Medland
- Queensland Brain Institute, University of Queensland,
Brisbane, Queensland, Australia
| | - Mon-Ju Wu
- Department of Psychiatry and Behavioral Science, University of
Texas Health Science Center, Houston, Texas, USA
| | - Kevin Yu
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
| | - Neda Jahanshad
- Genetics Center, Stevens Institute for Neuroimaging and
Informatics, Keck USC School of Medicine, Marina del Rey, California, USA
| | - Paul M Thompson
- Genetics Center, Stevens Institute for Neuroimaging and
Informatics, Keck USC School of Medicine, Marina del Rey, California, USA
| | - Sophia Frangou
- Djavad Mowafagian Centre for Brain Health, University of British
Columbia, Vancouver, BC, Canada
- Department of Psychiatry, Icahn School of Medicine at Mount
Sinai, New York, NY, USA
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25
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Matsunaga M, Ohtsubo Y, Ishii K, Tsuboi H, Suzuki K, Takagishi H. Association between internet addiction, brain structure, and social capital in adolescents. Soc Neurosci 2023; 18:355-364. [PMID: 37772408 DOI: 10.1080/17470919.2023.2264543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 09/24/2023] [Indexed: 09/30/2023]
Abstract
Of late, internet addiction among adolescents has become a serious problem, with increased internet use. Previous research suggests that the more people become addicted to the internet, the more they isolate themselves from society. Conversely, it has been suggested that abundant social capital (the networks of relationships among people who live and work in a particular society) protects people from becoming addicted to the internet. This study focused on the brain structure of typical adolescents (10-18 years of age) and hypothesized that the size of the left dorsolateral prefrontal cortex (DLPFC), which is thought to be associated with self-control ability, is associated with both internet addiction and social capital. Voxel-based morphometry analysis indicated that left DLPFC volume was negatively correlated with the severity of internet addiction and positively correlated with social capital. Furthermore, correlation analysis demonstrated that the severity of internet addiction and social capital were negatively correlated. The statistical association between them was no longer significant when left DLPFC volume was used as a control variable. These results suggest that the left DLPFC may mediate the relationship between social capital and internet addiction in adolescents.
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Affiliation(s)
- Masahiro Matsunaga
- Department of Health and Psychosocial Medicine, Aichi Medical University School of Medicine, Nagakute, Aichi, Japan
| | - Yohsuke Ohtsubo
- Graduate School of Humanities and Sociology, The University of Tokyo, Bunkyo-ku, Japan
| | - Keiko Ishii
- Department of Cognitive and Psychological Sciences, Graduate School of Informatics, Nagoya University, Nagoya, Japan
| | - Hirohito Tsuboi
- Graduate School of Human Nursing, The University of Shiga Prefecture, Hikone, Japan
| | - Kohta Suzuki
- Department of Health and Psychosocial Medicine, Aichi Medical University School of Medicine, Nagakute, Aichi, Japan
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26
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Geuens S, Lemiere J, Nijs J, Treunen M, Aertsen M, Toelen J, Pauwels G, Sauer K, Potoms M, Van Cauter S, Wouters L, Hohlbaum K, Sjölinder M, Ståhl O, Buyse G, Demaerel P, Weyn B. Testing a Home Solution for Preparing Young Children for an Awake MRI: A Promising Smartphone Application. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1866. [PMID: 38136068 PMCID: PMC10742285 DOI: 10.3390/children10121866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 11/11/2023] [Accepted: 11/27/2023] [Indexed: 12/24/2023]
Abstract
Thanks to its non-invasive nature and high-resolution imaging capabilities, magnetic resonance imaging (MRI) is a valuable diagnostic tool for pediatric patients. However, the fear and anxiety experienced by young children during MRI scans often result in suboptimal image quality and the need for sedation/anesthesia. This study aimed to evaluate the effect of a smartphone application called COSMO@home to prepare children for MRI scans to reduce the need for sedation or general anesthesia. The COSMO@home app was developed incorporating mini-games and an engaging storyline to prepare children for learning goals related to the MRI procedure. A multicenter study was conducted involving four hospitals in Belgium. Eligible children aged 4-10 years were prepared with the COSMO@home app at home. Baseline, pre-scan, and post-scan questionnaires measured anxiety evolution in two age groups (4-6 years and 7-10 years). Eighty-two children participated in the study, with 95% obtaining high-quality MRI images. The app was well-received by children and parents, with minimal technical difficulties reported. In the 4-6-year-old group (N = 33), there was a significant difference between baseline and pre-scan parent-reported anxiety scores, indicating an increase in anxiety levels prior to the scan. In the 7-10-year-old group (N = 49), no significant differences were observed between baseline and pre-scan parent-reported anxiety scores. Overall, the COSMO@home app proved to be useful in preparing children for MRI scans, with high satisfaction rates and successful image outcomes across different hospitals. The app, combined with minimal face-to-face guidance on the day of the scan, showed the potential to replace or assist traditional face-to-face training methods. This innovative approach has the potential to reduce the need for sedation or general anesthesia during pediatric MRI scans and its associated risks and improve patient experience.
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Affiliation(s)
- Sam Geuens
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
| | - Jurgen Lemiere
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
| | - Jessica Nijs
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
| | - Marlies Treunen
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
| | - Michael Aertsen
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
| | - Jaan Toelen
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
| | | | | | | | - Sofie Van Cauter
- Department Medical Imaging, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium
- Centre for Translational Psychological Research TRACE, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium
| | - Leen Wouters
- Centre for Translational Psychological Research TRACE, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium
- Ziekenhuis Oost-Limburg, 3600 Genk, Belgium
| | | | - Marie Sjölinder
- Research Institutes of Sweden (RISE), 103 33 Stockholm, Sweden; (M.S.)
| | - Olov Ståhl
- Research Institutes of Sweden (RISE), 103 33 Stockholm, Sweden; (M.S.)
| | - Gunnar Buyse
- University Hospitals Leuven, 3000 Leuven, Belgium (J.N.); (M.T.)
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27
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Weaver JM, DiPiero M, Rodrigues PG, Cordash H, Davidson RJ, Planalp EM, Dean DC. Automated motion artifact detection in early pediatric diffusion MRI using a convolutional neural network. IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.) 2023; 1:10.1162/imag_a_00023. [PMID: 38344118 PMCID: PMC10854394 DOI: 10.1162/imag_a_00023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/15/2024]
Abstract
Diffusion MRI (dMRI) is a widely used method to investigate the microstructure of the brain. Quality control (QC) of dMRI data is an important processing step that is performed prior to analysis using models such as diffusion tensor imaging (DTI) or neurite orientation dispersion and density imaging (NODDI). When processing dMRI data from infants and young children, where intra-scan motion is common, the identification and removal of motion artifacts is of the utmost importance. Manual QC of dMRI data is (1) time-consuming due to the large number of diffusion directions, (2) expensive, and (3) prone to subjective errors and observer variability. Prior techniques for automated dMRI QC have mostly been limited to adults or school-age children. Here, we propose a deep learning-based motion artifact detection tool for dMRI data acquired from infants and toddlers. The proposed framework uses a simple three-dimensional convolutional neural network (3DCNN) trained and tested on an early pediatric dataset of 2,276 dMRI volumes from 121 exams acquired at 1 month and 24 months of age. An average classification accuracy of 95% was achieved following four-fold cross-validation. A second dataset with different acquisition parameters and ages ranging from 2-36 months (consisting of 2,349 dMRI volumes from 26 exams) was used to test network generalizability, achieving 98% classification accuracy. Finally, to demonstrate the importance of motion artifact volume removal in a dMRI processing pipeline, the dMRI data were fit to the DTI and NODDI models and the parameter maps were compared with and without motion artifact removal.
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Affiliation(s)
- Jayse Merle Weaver
- Department of Medical Physics, University of Wisconsin–Madison, Madison, WI, United States
- Waisman Center, University of Wisconsin–Madison, Madison, WI, United States
| | - Marissa DiPiero
- Waisman Center, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin–Madison, Madison, WI, United States
| | | | - Hassan Cordash
- Waisman Center, University of Wisconsin–Madison, Madison, WI, United States
| | - Richard J. Davidson
- Waisman Center, University of Wisconsin–Madison, Madison, WI, United States
- Department of Psychology, University of Wisconsin–Madison, Madison, WI, United States
- Center for Healthy Minds, University of Wisconsin–Madison, Madison WI, United States
- Department of Psychiatry, University of Wisconsin–Madison, Madison, WI, United States
| | - Elizabeth M. Planalp
- Waisman Center, University of Wisconsin–Madison, Madison, WI, United States
- Department of Medicine, University of Wisconsin–Madison, Madison, WI, United States
| | - Douglas C. Dean
- Department of Medical Physics, University of Wisconsin–Madison, Madison, WI, United States
- Waisman Center, University of Wisconsin–Madison, Madison, WI, United States
- Department of Pediatrics, University of Wisconsin–Madison, Madison, WI, United States
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28
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Richardson H, Saxe R, Bedny M. Neural correlates of theory of mind reasoning in congenitally blind children. Dev Cogn Neurosci 2023; 63:101285. [PMID: 37591011 PMCID: PMC10450415 DOI: 10.1016/j.dcn.2023.101285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 01/19/2023] [Accepted: 07/21/2023] [Indexed: 08/19/2023] Open
Abstract
Vision is an important source of information about other minds for sighted children, especially prior to the onset of language. Visually observed actions, eye gaze, and facial expressions of others provide information about mental states, such as beliefs, desires, and emotions. Does such experience contribute causally to the development of cortical networks supporting social cognition? To address this question we compared functional development of brain regions supporting theory of mind (ToM), as well as behavioral ToM reasoning, across congenitally blind (n=17) and sighted (n=114) children and adolescents (4-17 years old). We find that blind children in this age range show slightly lower ToM behavioral performance relative to sighted children. Likewise, the functional profile of ToM brain regions is qualitatively similar, but quantitatively weaker in blind relative to sighted children. Alongside prior research, these data suggest that vision facilitates, but is not necessary for, ToM development.
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Affiliation(s)
- H Richardson
- School of Philosophy, Psychology, and Language Sciences, The University of Edinburgh, United Kingdom.
| | - R Saxe
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - M Bedny
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD, USA
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29
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Mohamed Ali O, Vandermeer MRJ, Liu P, Joanisse MF, Barch DM, Hayden EP. Associations between childhood irritability and neural reactivity to maternal feedback in adolescence. Biol Psychol 2023; 182:108645. [PMID: 37596151 DOI: 10.1016/j.biopsycho.2023.108645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 07/16/2023] [Accepted: 07/16/2023] [Indexed: 08/20/2023]
Abstract
Early irritability, a transdiagnostic vulnerability for psychopathology, is associated with alterations in neural reactivity to emotional stimuli and reward; however, associations between childhood irritability and neural markers of risk may be mitigated by the quality of caregiving youth receive. We examined longitudinal relationships between irritability in childhood and young adolescents' neural activity of regions typically associated with emotion regulation and reward processing during processing of maternal feedback and tested whether these associations were moderated by youth's perceptions of the parent-child relationship quality. Eighty-one adolescents (Mage = 11.1 years) listened to maternal critical and praising feedback while undergoing functional magnetic resonance imaging. Age 3 irritability, assessed observationally, was negatively associated with age 11 neural reactivity to maternal criticism in a cluster in the right dorsolateral prefrontal cortex (dlPFC), particularly for youths who reported more positive maternal parenting. Given the role of the dlPFC activation in the effortful processing of emotional stimuli, decreased activation may reflect disengagement from negatively valenced interpersonal feedback in the context of a positive caregiving environment, thereby mitigating psychopathology risk associated with irritability.
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Affiliation(s)
- Ola Mohamed Ali
- Department of Psychology, Brain and Mind Institute, University of Western Ontario, London, ON N6A 5B7, Canada.
| | - Matthew R J Vandermeer
- Department of Psychology, Brain and Mind Institute, University of Western Ontario, London, ON N6A 5B7, Canada; St. Joseph's Healthcare Hamilton, Hamilton, ON L8N 4A6, Canada
| | - Pan Liu
- Department of Psychology, Brain and Mind Institute, University of Western Ontario, London, ON N6A 5B7, Canada; Department of Psychology, North Dakota State University, Fargo, ND 58102, USA
| | - Marc F Joanisse
- Department of Psychology, Brain and Mind Institute, University of Western Ontario, London, ON N6A 5B7, Canada
| | - Deanna M Barch
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Elizabeth P Hayden
- Department of Psychology, Brain and Mind Institute, University of Western Ontario, London, ON N6A 5B7, Canada
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30
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Liu P, Hayden EP, Dougherty LR, Leung HC, Goldstein B, Klein DN. The development of depressogenic self-schemas: Associations with children's regional grey matter volume in ventrolateral prefrontal cortex. Dev Psychopathol 2023; 35:1000-1010. [PMID: 34521484 PMCID: PMC8920949 DOI: 10.1017/s0954579421000341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Cognitive theories of depression contend that biased cognitive information processing plays a causal role in the development of depression. Extensive research shows that deeper processing of negative and/or shallower processing of positive self-descriptors (i.e., negative and positive self-schemas) predicts current and future depression in adults and children. However, the neural correlates of the development of self-referent encoding are poorly understood. We examined children's self-referential processing using the self-referent encoding task (SRET) collected from 74 children at ages 6, 9, and 12; around age 10, these children also contributed structural magnetic resonance imaging data. From age 6 to age 12, both positive and negative self-referential processing showed mean-level growth, with positive self-schemas increasing relatively faster than negative ones. Further, voxel-based morphometry showed that slower growth in positive self-schemas was associated with lower regional gray matter volume (GMV) in ventrolateral prefrontal cortex (vlPFC). Our results suggest that smaller regional GMV within vlPFC, a critical region for regulatory control in affective processing and emotion development, may have implications for the development of depressogenic self-referential processing in mid-to-late childhood.
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Affiliation(s)
- Pan Liu
- Department of Psychology, Brain and Mind Institute, Western University
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Tansey R, Graff K, Rohr CS, Dimond D, Ip A, Yin S, Dewey D, Bray S. Functional MRI responses to naturalistic stimuli are increasingly typical across early childhood. Dev Cogn Neurosci 2023; 62:101268. [PMID: 37327695 PMCID: PMC10275704 DOI: 10.1016/j.dcn.2023.101268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 04/05/2023] [Accepted: 06/12/2023] [Indexed: 06/18/2023] Open
Abstract
While findings show that throughout development, there are child- and age-specific patterns of brain functioning, there is also evidence for significantly greater inter-individual response variability in young children relative to adults. It is currently unclear whether this increase in functional "typicality" (i.e., inter-individual similarity) is a developmental process that occurs across early childhood, and what changes in BOLD response may be driving changes in typicality. We collected fMRI data from 81 typically developing 4-8-year-old children during passive viewing of age-appropriate television clips and asked whether there is increasing typicality of brain response across this age range. We found that the "increasing typicality" hypothesis was supported across many regions engaged by passive viewing. Post hoc analyses showed that in a priori ROIs related to language and face processing, the strength of the group-average shared component of activity increased with age, with no concomitant decline in residual signal or change in spatial extent or variability. Together, this suggests that increasing inter-individual similarity of functional responses to audiovisual stimuli is an important feature of early childhood functional brain development.
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Affiliation(s)
- Ryann Tansey
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
| | - Kirk Graff
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Christiane S Rohr
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Dennis Dimond
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Amanda Ip
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Shelly Yin
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Deborah Dewey
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Science, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Owerko Centre at the Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Signe Bray
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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32
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Fletcher S, Lardner D, Bagshawe M, Carsolio L, Sherriff M, Smith C, Lebel C. Effectiveness of training before unsedated MRI scans in young children: a randomized control trial. Pediatr Radiol 2023; 53:1476-1484. [PMID: 37010547 DOI: 10.1007/s00247-023-05647-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 02/17/2023] [Accepted: 03/10/2023] [Indexed: 04/04/2023]
Abstract
BACKGROUND Young children requiring clinical magnetic resonance imaging (MRI) may be given general anesthesia. General anesthesia has potential side effects, is costly, and introduces logistical challenges. Thus, methods that allow children to undergo awake MRI scans are desirable. OBJECTIVES To compare the effectiveness of mock scanner training with a child life specialist, play-based training with a child life specialist, and home book and video preparation by parents to allow non-sedated clinical MRI scanning in children aged 3-7 years. MATERIALS AND METHODS Children (3-7 years, n=122) undergoing clinical MRI scans at the Alberta Children's Hospital were invited to participate and randomized to one of three groups: home-based preparation materials, training with a child life specialist (no mock MRI), or training in a mock MRI with a child life specialist. Training occurred a few days prior to their MRI. Self- and parent-reported functioning (PedsQL VAS) were assessed pre/post-training (for the two training groups) and pre/post-MRI. Scan success was determined by a pediatric radiologist. RESULTS Overall, 91% (111/122) of children successfully completed an awake MRI. There were no significant differences between the mock scanner (89%, 32/36), child life (88%, 34/39), and at-home (96%, 45/47) groups (P=0.34). Total functioning scores were similar across groups; however, the mock scanner group had significantly lower self-reported fear (F=3.2, P=0.04), parent-reported sadness (F=3.3, P=0.04), and worry (F=3.5, P=0.03) prior to MRI. Children with unsuccessful scans were younger (4.5 vs. 5.7 years, P<0.001). CONCLUSIONS Most young children can tolerate awake MRI scans and do not need to be routinely anesthetized. All preparation methods tested, including at-home materials, were effective.
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Affiliation(s)
- Sarah Fletcher
- Faculty of Medicine, University of British Columbia, T3B6A8, Vancouver, Canada
| | - David Lardner
- Alberta Children's Hospital, T3B6A8, Calgary, Canada
| | | | - Lisa Carsolio
- Alberta Children's Hospital, T3B6A8, Calgary, Canada
| | | | - Cathy Smith
- Alberta Children's Hospital, T3B6A8, Calgary, Canada
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Gao P, Wang YS, Lu QY, Rong MJ, Fan XR, Holmes AJ, Dong HM, Li HF, Zuo XN. Brief mock-scan training reduces head motion during real scanning for children: A growth curve study. Dev Cogn Neurosci 2023; 61:101244. [PMID: 37062244 PMCID: PMC10139901 DOI: 10.1016/j.dcn.2023.101244] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 03/14/2023] [Accepted: 04/11/2023] [Indexed: 04/18/2023] Open
Abstract
Pediatric neuroimaging datasets are rapidly increasing in scales. Despite strict protocols in data collection and preprocessing focused on improving data quality, the presence of head motion still impedes our understanding of neurodevelopmental mechanisms. Large head motion can lead to severe noise and artifacts in magnetic resonance imaging (MRI) studies, inflating correlations between adjacent brain areas and decreasing correlations between spatial distant territories, especially in children and adolescents. Here, by leveraging mock-scans of 123 Chinese children and adolescents, we demonstrated the presence of increased head motion in younger participants. Critically, a 5.5-minute training session in an MRI mock scanner was found to effectively suppress the head motion in the children and adolescents. Therefore, we suggest that mock scanner training should be part of the quality assurance routine prior to formal MRI data collection, particularly in large-scale population-level neuroimaging initiatives for pediatrics.
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Affiliation(s)
- Peng Gao
- College of Information and Computer, Taiyuan University of Technology, No. 79 West Street Yingze, Taiyuan, Shanxi 030024, China
| | - Yin-Shan Wang
- State Key Laboratory of Cognitive Neuroscience and Learning, Faculty of Psychology, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Developmental Population Neuroscience Research Center, IDG/McGovern Institute for Brain Research, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China
| | - Qiu-Yu Lu
- State Key Laboratory of Cognitive Neuroscience and Learning, Faculty of Psychology, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Developmental Population Neuroscience Research Center, IDG/McGovern Institute for Brain Research, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China
| | - Meng-Jie Rong
- State Key Laboratory of Cognitive Neuroscience and Learning, Faculty of Psychology, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Institute of Psychology, Chinese Academy of Sciences, No 16 Lincui Road, Chaoyang District, Beijing 100101, China
| | - Xue-Ru Fan
- State Key Laboratory of Cognitive Neuroscience and Learning, Faculty of Psychology, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Developmental Population Neuroscience Research Center, IDG/McGovern Institute for Brain Research, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Institute of Psychology, Chinese Academy of Sciences, No 16 Lincui Road, Chaoyang District, Beijing 100101, China
| | - Avram J Holmes
- Department of Psychology, Yale University, 1 Prospect Street, New Haven, CT 06511, USA
| | - Hao-Ming Dong
- State Key Laboratory of Cognitive Neuroscience and Learning, Faculty of Psychology, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Developmental Population Neuroscience Research Center, IDG/McGovern Institute for Brain Research, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China.
| | - Hai-Fang Li
- College of Information and Computer, Taiyuan University of Technology, No. 79 West Street Yingze, Taiyuan, Shanxi 030024, China.
| | - Xi-Nian Zuo
- State Key Laboratory of Cognitive Neuroscience and Learning, Faculty of Psychology, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Developmental Population Neuroscience Research Center, IDG/McGovern Institute for Brain Research, Beijing Normal University, No 19 Xinjiekouwai Street, Haidian District, Beijing 100875, China; Institute of Psychology, Chinese Academy of Sciences, No 16 Lincui Road, Chaoyang District, Beijing 100101, China; National Basic Science Data Center, No 2 Dongsheng South Road, Haidian District, Beijing 100190, China.
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Siffredi V, Liverani MC, Van De Ville D, Freitas LGA, Borradori Tolsa C, Hüppi PS, Ha-Vinh Leuchter R. Corpus callosum structural characteristics in very preterm children and adolescents: Developmental trajectory and relationship to cognitive functioning. Dev Cogn Neurosci 2023; 60:101211. [PMID: 36780739 PMCID: PMC9925611 DOI: 10.1016/j.dcn.2023.101211] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 02/02/2023] [Accepted: 02/04/2023] [Indexed: 02/08/2023] Open
Abstract
Previous studies suggest that structural alteration of the corpus callosum, i.e., the largest white matter commissural pathway, occurs after a preterm birth in the neonatal period and lasts across development. The present study aims to unravel corpus callosum structural characteristics across childhood and adolescence in very preterm (VPT) individuals, and their associations with general intellectual, executive and socio-emotional functioning. Neuropsychological assessments, T1-weighted and multi-shell diffusion MRI were collected in 79 VPT and 46 full term controls aged 6-14 years. Volumetric, diffusion tensor and neurite orientation dispersion and density imaging (NODDI) measures were extracted on 7 callosal portions using TractSeg. A multivariate data-driven approach (partial least squares correlation) and a cohort-based age normative modelling approach were used to explore associations between callosal characteristics and neuropsychological outcomes. The VPT and a full-term control groups showed similar trends of white-matter maturation over time, i.e., increase FA and reduced ODI, in all callosal segments, that was associated with increase in general intellectual functioning. However, using a cohort-based age-related normative modelling, findings show atypical pattern of callosal development in the VPT group, with reduced callosal maturation over time that was associated with poorer general intellectual and working memory functioning, as well as with lower gestational age.
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Affiliation(s)
- Vanessa Siffredi
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland; Neuro-X Institute, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Switzerland.
| | - Maria Chiara Liverani
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland; SensoriMotor, Affective and Social Development Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Dimitri Van De Ville
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland; Neuro-X Institute, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Switzerland
| | - Lorena G A Freitas
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland; Neuro-X Institute, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Switzerland
| | - Cristina Borradori Tolsa
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland
| | - Petra Susan Hüppi
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland
| | - Russia Ha-Vinh Leuchter
- Division of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland
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35
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Woodward K, Spencer APC, Jary S, Chakkarapani E. Factors associated with MRI success in children cooled for neonatal encephalopathy and controls. Pediatr Res 2023; 93:1017-1023. [PMID: 35906304 PMCID: PMC10033414 DOI: 10.1038/s41390-022-02180-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 06/07/2022] [Accepted: 06/13/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To investigate if an association exists between motion artefacts on brain MRI and comprehension, co-ordination, or hyperactivity scores in children aged 6-8 years, cooled for neonatal encephalopathy (cases) and controls. METHODS Case children (n = 50) without cerebral palsy were matched with 43 controls for age, sex, and socioeconomic status. Children underwent T1-weighted (T1w), diffusion-weighted image (DWI) brain MRI and cognitive, behavioural, and motor skills assessment. Stepwise multivariable logistic regression assessed associations between unsuccessful MRI and comprehension (including Weschler Intelligence Scale for Children (WISC-IV) verbal comprehension, working memory, processing speed and full-scale IQ), co-ordination (including Movement Assessment Battery for Children (MABC-2) balance, manual dexterity, aiming and catching, and total scores) and hyperactivity (including Strengths and Difficulties Questionnaire (SDQ) hyperactivity and total difficulties scores). RESULTS Cases had lower odds of completing both T1w and DWIs (OR: 0.31, 95% CI 0.11-0.89). After adjusting for case-status and sex, lower MABC-2 balance score predicted unsuccessful T1w MRI (OR: 0.81, 95% CI 0.67-0.97, p = 0.022). Processing speed was negatively correlated with relative motion on DWI (r = -0.25, p = 0.026) and SDQ total difficulties score was lower for children with successful MRIs (p = 0.049). CONCLUSIONS Motion artefacts on brain MRI in early school-age children are related to the developmental profile. IMPACT Children who had moderate/severe neonatal encephalopathy are less likely to have successful MRI scans than matched controls. Motion artefact on MRI is associated with lower MABC-2 balance scores in both children who received therapeutic hypothermia for neonatal encephalopathy and matched controls, after controlling for case-status and sex. Exclusion of children with motion artefacts on brain MRI can introduce sampling bias, which impacts the utility of neuroimaging to understand the brain-behaviour relationship in children with functional impairments.
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Affiliation(s)
- Kathryn Woodward
- Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Arthur P C Spencer
- Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Clinical Research and Imaging Centre, University of Bristol, Bristol, UK
| | - Sally Jary
- Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Ela Chakkarapani
- Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
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36
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DiPiero M, Rodrigues PG, Gromala A, Dean DC. Applications of advanced diffusion MRI in early brain development: a comprehensive review. Brain Struct Funct 2023; 228:367-392. [PMID: 36585970 PMCID: PMC9974794 DOI: 10.1007/s00429-022-02605-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 12/21/2022] [Indexed: 01/01/2023]
Abstract
Brain development follows a protracted developmental timeline with foundational processes of neurodevelopment occurring from the third trimester of gestation into the first decade of life. Defining structural maturational patterns of early brain development is a critical step in detecting divergent developmental trajectories associated with neurodevelopmental and psychiatric disorders that arise later in life. While considerable advancements have already been made in diffusion magnetic resonance imaging (dMRI) for pediatric research over the past three decades, the field of neurodevelopment is still in its infancy with remarkable scientific and clinical potential. This comprehensive review evaluates the application, findings, and limitations of advanced dMRI methods beyond diffusion tensor imaging, including diffusion kurtosis imaging (DKI), constrained spherical deconvolution (CSD), neurite orientation dispersion and density imaging (NODDI) and composite hindered and restricted model of diffusion (CHARMED) to quantify the rapid and dynamic changes supporting the underlying microstructural architectural foundations of the brain in early life.
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Affiliation(s)
- Marissa DiPiero
- Department of Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI, 53705, USA
- Waisman Center, University of Wisconsin-Madison, Madison, WI, 53705, USA
| | | | - Alyssa Gromala
- Waisman Center, University of Wisconsin-Madison, Madison, WI, 53705, USA
| | - Douglas C Dean
- Waisman Center, University of Wisconsin-Madison, Madison, WI, 53705, USA.
- Department of Pediatrics, University of Wisconsin-Madison, Madison, WI, 53705, USA.
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, 53705, USA.
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37
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Webb CA, Murray L, Tierney AO, Forbes EE, Pizzagalli DA. Reward-related predictors of symptom change in behavioral activation therapy for anhedonic adolescents: a multimodal approach. Neuropsychopharmacology 2023; 48:623-632. [PMID: 36307561 PMCID: PMC9938220 DOI: 10.1038/s41386-022-01481-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 10/11/2022] [Accepted: 10/14/2022] [Indexed: 11/09/2022]
Abstract
Anhedonia is a cardinal characteristic of depression which predicts worse treatment outcome and is among the most common residual symptoms following treatment. Behavioral Activation (BA) has been shown to be an effective treatment for depressed adults, and more recently, depressed adolescents. Given its emphasis on systematically and gradually increasing exposure to and engagement with rewarding activities and experiences, BA may be a particularly effective intervention for adolescents experiencing anhedonia and associated reward system dysfunction. In the present study, anhedonic adolescents (AA; n = 39) received 12 weekly sessions of BA and completed a multimodal (i.e., neural, behavioral, and self-report [ecological momentary assessment]) assessment of reward function at pre-treatment and post-treatment (as well as weekly self-report assessments of anhedonia). Typically developing adolescents (TDA; n = 41) completed the same measures at corresponding timepoints. Multilevel models tested pre-treatment reward-related predictors of anhedonia improvement, as well as change in reward measures over the course of BA. Analyses revealed significant reductions in anhedonia following BA treatment. Enhanced pre-treatment neural (striatal) reward responsiveness predicted greater anhedonia improvement. In contrast, baseline self-report and behavioral reward measures did not predict treatment outcome. A group x time interaction revealed greater increases in both reward- and loss-related neural responsiveness among AA relative to TDA adolescents. Consistent with a capitalization (rather than compensatory) model, pre-treatment neural - but not self-report or behavioral - measures of relatively enhanced reward responsiveness predicted better BA outcome. In addition to alleviating anhedonia, successful BA may also increase neural sensitivity to affectively salient (e.g., reward- and loss-related) stimuli among anhedonic youth.
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Affiliation(s)
- Christian A Webb
- Harvard Medical School, Boston, MA, USA.
- McLean Hospital, Belmont, MA, USA.
| | - Laura Murray
- Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | | | - Erika E Forbes
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Diego A Pizzagalli
- Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
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38
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Nabavizadeh A, Barkovich MJ, Mian A, Ngo V, Kazerooni AF, Villanueva-Meyer JE. Current state of pediatric neuro-oncology imaging, challenges and future directions. Neoplasia 2023; 37:100886. [PMID: 36774835 PMCID: PMC9945752 DOI: 10.1016/j.neo.2023.100886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 01/20/2023] [Accepted: 02/05/2023] [Indexed: 02/12/2023]
Abstract
Imaging plays a central role in neuro-oncology including primary diagnosis, treatment planning, and surveillance of tumors. The emergence of quantitative imaging and radiomics provided an uprecedented opportunity to compile mineable databases that can be utilized in a variety of applications. In this review, we aim to summarize the current state of conventional and advanced imaging techniques, standardization efforts, fast protocols, contrast and sedation in pediatric neuro-oncologic imaging, radiomics-radiogenomics, multi-omics and molecular imaging approaches. We will also address the existing challenges and discuss future directions.
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Affiliation(s)
- Ali Nabavizadeh
- Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.
| | - Matthew J Barkovich
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California, USA
| | - Ali Mian
- Division of Neuroradiology, Mallinckrodt Institute of Radiology, Washington University in St. Louis, Missouri, USA
| | - Van Ngo
- Saint Louis University School of Medicine, St. Louis, Missouri, USA
| | - Anahita Fathi Kazerooni
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Javier E Villanueva-Meyer
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California, USA
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39
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Weiler-Wichtl LJ, Fries J, Fohn-Erhold V, Schwarzinger A, Holzer AE, Pletschko T, Furtner-Srajer J, Prayer D, Bär P, Slavc I, Peyrl A, Azizi A, Hansl R, Leiss U. Initial Evidence for Positive Effects of a Psychological Preparation Program for MRI "iMReady" in Children with Neurofibromatosis Type I and Brain Tumors-How to Meet the Patients' Needs Best. J Clin Med 2023; 12:jcm12051902. [PMID: 36902689 PMCID: PMC10003409 DOI: 10.3390/jcm12051902] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 02/22/2023] [Accepted: 02/25/2023] [Indexed: 03/08/2023] Open
Abstract
To provide an effective alternative to sedation during MRI examinations in pediatric cancer and NF1 patients, the aims of the present study were to (1) exploratively evaluate a behavioral MRI training program, to (2) investigate potential moderators, as well as to (3) assess the patients' well-being over the course of the intervention. A total of n = 87 patients of the neuro-oncology unit (mean age: 6.83 years) underwent a two-step MRI preparation program, including training inside the scanner, and were recorded using a process-oriented screening. In addition to the retrospective analysis of all data, a subset of 17 patients were also analyzed prospectively. Overall, 80% of the children receiving MRI preparation underwent the MRI scan without sedation, making the success rate almost five times higher than that of a group of 18 children that opted out of the training program. Memory, attentional difficulties, and hyperactivity were significant neuropsychological moderators for successful scanning. The training was associated with favorable psychological well-being. These findings suggest that our MRI preparation could present an alternative to sedation of young patients undergoing MRI examinations as well as a promising tool for improving patients' treatment-related well-being.
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Affiliation(s)
- Liesa Josephine Weiler-Wichtl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
- Correspondence: ; Tel.: +43-1-40400-34262
| | - Jonathan Fries
- Department of Developmental and Educational Psychology, Faculty of Psychology, University of Vienna, 1010 Vienna, Austria
| | - Verena Fohn-Erhold
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Agathe Schwarzinger
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Angelika Elisabeth Holzer
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
- Interdisciplinary Follow-Up Clinic for Childhood Cancer Survivors (IONA), Österreichische Gesundheitskasse (ÖGK), 1060 Vienna, Austria
| | - Thomas Pletschko
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Julia Furtner-Srajer
- Department of Radiology and Nuclear Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Daniela Prayer
- Department of Radiology and Nuclear Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Paul Bär
- Department of Radiology and Nuclear Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Amedeo Azizi
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Rita Hansl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Ulrike Leiss
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria
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Behavioral-play familiarization for non-sedated magnetic resonance imaging in young children with mild traumatic brain injury. Pediatr Radiol 2023; 53:1153-1162. [PMID: 36823374 DOI: 10.1007/s00247-023-05592-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 12/19/2022] [Accepted: 01/10/2023] [Indexed: 02/25/2023]
Abstract
BACKGROUND Mild traumatic brain injury (mTBI) sustained in early childhood affects the brain at a peak developmental period and may disrupt sensitive stages of skill acquisition, thereby compromising child functioning. However, due to the challenges of collecting non-sedated neuroimaging data in young children, the consequences of mTBI on young children's brains have not been systematically studied. In typically developing preschool children (of age 3-5years), a brief behavioral-play familiarization provides an effective alternative to sedation for acquiring awake magnetic resonance imaging (MRI) in a time- and resource-efficient manner. To date, no study has applied such an approach for acquiring non-sedated MRI in preschool children with mTBI who may present with additional MRI acquisition challenges such as agitation or anxiety. OBJECTIVE The present study aimed to compare the effectiveness of a brief behavioral-play familiarization for acquiring non-sedated MRI for research purposes between young children with and without mTBI, and to identify factors associated with successful MRI acquisition. MATERIALS AND METHODS Preschool children with mTBI (n=13) and typically developing children (n=24) underwent a 15-minutes behavioral-play MRI familiarization followed by a 35-minutes non-sedated MRI protocol. Success rate was compared between groups, MRI quality was assessed quantitatively, and factors predicting success were documented. RESULTS Among the 37 participants, 15 typically developing children (63%) and 10 mTBI (77%) reached the MRI acquisition success criteria (i.e., completing the two first sequences). The success rate was not significantly different between groups (p=.48; 95% CI [-0.36 14.08]; Cramer's V=.15). The images acquired were of high-quality in 100% (for both groups) of the structural images, and 60% (for both groups) of the diffusion images. Factors associated with success included older child age (Β=0.73, p=.007, exp(B)=3.11, 95% CI [1.36 7.08]) and fewer parental concerns (Β=-1.56, p=.02, exp(Β)=0.21, 95% CI [0.05 0.82]) about the MRI procedure. CONCLUSION Using brief behavioral-play familiarization allows acquisition of high-quality non-sedated MRI in young children with mTBI with success rates comparable to those of non-injured peers.
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The effect of mindfulness-based intervention on neurobehavioural functioning and its association with white-matter microstructural changes in preterm young adolescents. Sci Rep 2023; 13:2010. [PMID: 36737638 PMCID: PMC9898533 DOI: 10.1038/s41598-023-29205-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Very preterm (VPT) young adolescents are at high risk of executive, behavioural and socio-emotional difficulties. Previous research has shown significant evidence of the benefits of mindfulness-based intervention (MBI) on these abilities. This study aims to assess the association between the effects of MBI on neurobehavioral functioning and changes in white-matter microstructure in VPT young adolescents who completed an 8-week MBI program. Neurobehavioural assessments (i.e., neuropsychological testing, parents- and self-reported questionnaires) and multi-shell diffusion MRI were performed before and after MBI in 32 VPT young adolescents. Combined diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) measures were extracted on well-defined white matter tracts (TractSeg). A multivariate data-driven approach (partial least squares correlation) was used to explore associations between MBI-related changes on neurobehavioural measures and microstructural changes. The results showed an enhancement of global executive functioning using parent-reported questionnaire after MBI that was associated with a general pattern of increase in fractional anisotropy (FA) and decrease in axonal dispersion (ODI) in white-matter tracts involved in executive processes. Young VPT adolescents with lower gestational age at birth showed the greatest gain in white-matter microstructural changes after MBI.
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Hilliard F, Goldstein E, Nervik K, Croes K, Ossorio PN, Zgierska AE. Voices of Women With Lived Experience of Substance Use During Pregnancy: A Qualitative Study of Motivators and Barriers to Recruitment and Retention in Research. FAMILY & COMMUNITY HEALTH 2023; 46:1-12. [PMID: 36383229 PMCID: PMC10321245 DOI: 10.1097/fch.0000000000000349] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Despite concerns about negative neurocognitive effects of in utero substance exposure on child and brain development, research in this area is limited. This study gathered perspectives of persons with lived experience of substance use (eg, alcohol, prescription and illicit opioids, and other illicit substances) during a previous pregnancy to determine facilitators and barriers to research engagement in this vulnerable population. We conducted structured, in-depth, individual interviews and 2 focus groups of adult persons with lived experience of substance use during a previous pregnancy. Questions were developed by clinical, research, bioethics, and legal experts, with input from diverse stakeholders. They inquired about facilitators and barriers to research recruitment and retention, especially in long-term studies, with attention to bio-sample and neuroimaging data collection and legal issues. Interviews and focus groups were audio-recorded, transcribed, and analyzed using inductive coding qualitative analysis methods. Ten participants completed in-depth interviews and 7 participated in focus groups. Three main themes emerged as potential barriers to research engagement: shame of using drugs while pregnant, fear of punitive action, and mistrust of health care and research professionals. Facilitative factors included trustworthiness, compassion, and a nonjudgmental attitude among research personnel. Inclusion of gender-concordant recovery peer support specialists as research team members was the most frequently identified facilitator important for helping participants reduce fears and bolster trust in research personnel. In this qualitative study, persons with lived experience of substance use during a previous pregnancy identified factors critical for engaging this population in research, emphasizing the involvement of peer support specialists as research team members.
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Affiliation(s)
- Florence Hilliard
- University of Wisconsin, School of Medicine and Public Health, Department of Family Medicine and Community Health, 1100 Delaplaine Ct, Madison, WI 53715
| | - Ellen Goldstein
- University of Wisconsin, School of Medicine and Public Health, Department of Family Medicine and Community Health, 1100 Delaplaine Ct, Madison, WI 53715
| | - Kendra Nervik
- University of Wisconsin, Department of Sociology, 8128 William H. Sewell Social Sciences Building, 1180 Observatory Drive, Madison, WI, 53706-1393
| | - Kenneth Croes
- University of Wisconsin Survey Center, Sterling Hall, 475 N. Charter Street, Madison, WI 53706
| | - Pilar N. Ossorio
- University of Wisconsin Law School, 975 Bascom Mall, Rm. 9103, Madison, WI 53706-1399
- Morgridge Institute for Research, 330 N. Orchard St, Madison, WI 53715
| | - Aleksandra E. Zgierska
- Pennsylvania State University, College of Medicine, Departments of Family and Community Medicine, Anesthesiology and Perioperative Medicine, and Public Health Sciences, 700 HMC Crescent Road, Hershey, PA 17033
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43
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Suzuki A, Yamaguchi R, Kim L, Kawahara T, Ishii-Takahashi A. Effectiveness of mock scanners and preparation programs for successful magnetic resonance imaging: a systematic review and meta-analysis. Pediatr Radiol 2023; 53:142-158. [PMID: 35699762 DOI: 10.1007/s00247-022-05394-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 03/31/2022] [Accepted: 05/03/2022] [Indexed: 01/24/2023]
Abstract
This review aimed to summarise the effectiveness of preparation programs for magnetic resonance imaging (MRI) in children using mock scanners and the success rates by systematically reviewing the current literature. We initially identified 67 articles using the search terms "MRI," "mock" and "child" on online databases. All studies involving a preparation programme for MRI on children ages 18 years or younger, healthy children and those with medical diagnoses were included. The authors extracted data on study design, participant data, details of the MRI protocol and the total numbers of patients who underwent preparation programs and were scanned while awake, without sedation or general anesthesia. Twenty-three studies were included in this review. Preparation programs included in-home and hospital/research facility components; these consisted of a mock scanner, explanatory booklets, recorded MRI scan sounds and other educational materials. The success rate of MRI after the preparation programme reported in each study ranged from 40% to 100%. When all participants from studies that specifically assessed the efficacy of preparation programs were combined, participants who underwent a preparation programme (n = 196) were more likely to complete a successful MRI than those who did not undergo a preparation programme (n = 263) (odds ratio [OR] = 1.98). Our results suggest that preparation programs may help reduce the risk of children failing MRI scans.
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Affiliation(s)
- Akane Suzuki
- Department of Child Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan.,Department of Child Psychiatry, The University of Tokyo Hospital, Bunkyo-ku, Tokyo, Japan
| | - Rio Yamaguchi
- Department of Child Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Leesa Kim
- Department of Child Psychiatry, The University of Tokyo Hospital, Bunkyo-ku, Tokyo, Japan.,Division of Clinical Psychology, Graduate School of Education, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | - Takuya Kawahara
- Clinical Research Promotion Center, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | - Ayaka Ishii-Takahashi
- Department of Child Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan. .,Department of Child Psychiatry, The University of Tokyo Hospital, Bunkyo-ku, Tokyo, Japan. .,Department of Developmental Disorders, National Center of Neurology and Psychiatry, National Institute of Mental Health, Kodaira, Tokyo, Japan.
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Castro MC, Ramos I, Carvalho IP. The Influence of Patient-Centered Communication on Children's Anxiety and Use of Anesthesia for MR. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:414. [PMID: 36612736 PMCID: PMC9819401 DOI: 10.3390/ijerph20010414] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/23/2022] [Accepted: 12/24/2022] [Indexed: 06/17/2023]
Abstract
Background: The aim of this study was to inspect the influence of patient-centered communication (PCC) with 4- to 10-year-old children on the use of anesthesia for magnetic resonance imaging exams (MRs). Methods: A total of thirty children received the PCC and pre-simulated the exam with an MR toy. Another 30 children received routine information about the MR and pre-simulated the exam with the toy. Anesthesia use in these two groups was additionally compared with a previously existing group of children (n = 30) who had received only routine information about the exam (CG). Children’s anxiety was assessed with a self-report question plus heartbeat frequency. Children’s satisfaction was assessed through several questions. The analyses were based on group comparisons and regression. Results: A total of two children (7%) in the PCC + simulation group used sedation compared with 14 (47%) in the simulation group and 21 (70%) in the CG. Differences between the PCC + simulation and the other two groups were significant (p < 0.001), although not between the simulation and the CG. The decrease in anxiety was significantly greater (self-reported p < 0.001; heart rate p < 0.05) and satisfaction was higher (p = 0.001) in the PCC + simulation, when compared with the simulation group. Reduced anxiety was associated with less anesthesia use (OR 1.39; CI 1.07−1.79; p = 0.013). Conclusions: PCC + simulation was more effective than simulation and routine practice in decreasing children’s anxiety, increasing satisfaction, and reducing the use of anesthesia for MRs.
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Affiliation(s)
- M. Conceição Castro
- Department of Radiology, Centro Hospitalar Universitário de São João–Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Isabel Ramos
- Faculty of Medicine, University of Porto-Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Irene Palmares Carvalho
- Department of Clinical Neurosciences and Mental Health, Faculty of Medicine, University of Porto-Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
- CINTESIS@RISE, Faculty of Medicine, University of Porto-Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
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Sethi A, O'Brien S, Blair J, Viding E, Mehta M, Ecker C, Blackwood N, Doolan M, Catani M, Scott S, Murphy DGM, Craig MC. Selective Amygdala Hypoactivity to Fear in Boys With Persistent Conduct Problems After Parent Training. Biol Psychiatry 2022:S0006-3223(22)01658-4. [PMID: 36642564 DOI: 10.1016/j.biopsych.2022.09.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 08/23/2022] [Accepted: 09/30/2022] [Indexed: 01/17/2023]
Abstract
BACKGROUND Parenting interventions reduce antisocial behavior (ASB) in some children with conduct problems (CPs), but not others. Understanding the neural basis for this disparity is important because persistent ASB is associated with lifelong morbidity and places a huge burden on our health and criminal justice systems. One of the most highly replicated neural correlates of ASB is amygdala hypoactivity to another person's fear. We aimed to assess whether amygdala hypoactivity to fear in children with CPs is remediated following reduction in ASB after successful treatment and/or if it is a marker for persistent ASB. METHODS We conducted a prospective, case-control study of boys with CPs and typically developing (TD) boys. Both groups (ages 5-10 years) completed 2 magnetic resonance imaging sessions (18 ± 5.8 weeks apart) with ASB assessed at each visit. Participants included boys with CPs following referral to a parenting intervention group and TD boys recruited from the same schools and geographical regions. Final functional magnetic resonance imaging data were available for 36 TD boys and 57 boys with CPs. Boys with CPs were divided into those whose ASB improved (n = 27) or persisted (n = 30) following the intervention. Functional magnetic resonance imaging data assessing fear reactivity were then analyzed using a longitudinal group (TD/improving CPs/persistent CPs) × time point (pre/post) design. RESULTS Amygdala hypoactivity to fear was observed only in boys with CPs who had persistent ASB and was absent in those whose ASB improved following intervention. CONCLUSIONS Our findings suggest that amygdala hypoactivity to fear is a marker for ASB that is resistant to change following a parenting intervention and a putative target for future treatments.
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Affiliation(s)
- Arjun Sethi
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Suzanne O'Brien
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom. suzanne.o'
| | - James Blair
- Child and Adolescent Mental Health Centre, Mental Health Services, Copenhagen, Capital Region of Denmark, Denmark
| | - Essi Viding
- Division of Psychology and Language Sciences, University College London, London, United Kingdom
| | - Mitul Mehta
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Christine Ecker
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Nigel Blackwood
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Moira Doolan
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Marco Catani
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Stephen Scott
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Declan G M Murphy
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Michael C Craig
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; National Female Hormone Clinic Maudsley Hospital, London, United Kingdom; National Autism Unit, Bethlem Royal Hospital, London, United Kingdom
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Davis BR, Garza A, Church JA. Key considerations for child and adolescent MRI data collection. FRONTIERS IN NEUROIMAGING 2022; 1:981947. [PMID: 36312216 PMCID: PMC9615104 DOI: 10.3389/fnimg.2022.981947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 08/16/2022] [Indexed: 11/15/2022]
Abstract
Cognitive neuroimaging researchers' ability to infer accurate statistical conclusions from neuroimaging depends greatly on the quality of the data analyzed. This need for quality control is never more evident than when conducting neuroimaging studies with children and adolescents. Developmental neuroimaging requires patience, flexibility, adaptability, extra time, and effort. It also provides us a unique, non-invasive way to understand the development of cognitive processes, individual differences, and the changing relations between brain and behavior over the lifespan. In this discussion, we focus on collecting magnetic resonance imaging (MRI) data, as it is one of the more complex protocols used with children and youth. Through our extensive experience collecting MRI datasets with children and families, as well as a review of current best practices, we will cover three main topics to help neuroimaging researchers collect high-quality datasets. First, we review key recruitment and retention techniques, and note the importance for consistency and inclusion across groups. Second, we discuss ways to reduce scan anxiety for families and ways to increase scan success by describing the pre-screening process, use of a scanner simulator, and the need to focus on participant and family comfort. Finally, we outline several important design considerations in developmental neuroimaging such as asking a developmentally appropriate question, minimizing data loss, and the applicability of public datasets. Altogether, we hope this article serves as a useful tool for those wishing to enter or learn more about developmental cognitive neuroscience.
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Affiliation(s)
| | | | - Jessica A. Church
- Department of Psychology, The University of Texas at Austin, Austin, TX, United States
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Bray L, Booth L, Gray V, Maden M, Thompson J, Saron H. Interventions and methods to prepare, educate or familiarise children and young people for radiological procedures: a scoping review. Insights Imaging 2022; 13:146. [PMID: 36064983 PMCID: PMC9445139 DOI: 10.1186/s13244-022-01278-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 07/24/2022] [Indexed: 11/11/2022] Open
Abstract
Children attending hospital for radiological procedures can experience uncertainty, anxiety and distress; this can result in sub-optimal experiences for children, poor scan quality and the need for radiological procedures to be rescheduled or sedation to be used. The preparation and education of children before clinical procedures has been shown to have a positive influence on procedural outcomes. This scoping review aimed to locate and examine the evidence relating to non-invasive interventions and methods to prepare, educate and familiarise children for radiological procedures within a healthcare setting. A comprehensive search strategy identified 36 articles. A narrative synthesis approach was adopted to make sense of the key findings. Studies investigated a range of radiological procedures (MRI, plain radiographs, CT, fluoroscopy and Micturating cystourethrogram) using a wide range of interventions (smartphone applications, storybooks, videos, mock scanners) which varied by method, mode of delivery and target audience. The outcomes used to evaluate the value and impact of the interventions are wide, varied and inconsistently applied making it difficult to judge which interventions offer the optimal impact on scan quality, scan completion and children's experiences. This review highlights that there is a need to further understand which specific elements of the non-invasive interventions 'work best' for children. There is a need for consistency on the outcomes measured and for these measures to include child-centred outcomes alongside scan quality and length of radiological procedure.
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Affiliation(s)
- Lucy Bray
- Faculty of Health, Social Care and Medicine, Child Health Literacy, Edge Hill University, Ormskirk, UK.
| | - Lisa Booth
- Institute of Health and Wellbeing, University of Cumbria, Cumbria, UK
| | - Victoria Gray
- Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | | | - Jill Thompson
- Division of Nursing and Midwifery, Health Sciences School, The University of Sheffield, Sheffield, UK
| | - Holly Saron
- Faculty of Health, Social Care and Medicine, Child Health Literacy, Edge Hill University, Ormskirk, UK
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Rhaman MM, Islam MR, Akash S, Mim M, Noor alam M, Nepovimova E, Valis M, Kuca K, Sharma R. Exploring the role of nanomedicines for the therapeutic approach of central nervous system dysfunction: At a glance. Front Cell Dev Biol 2022; 10:989471. [PMID: 36120565 PMCID: PMC9478743 DOI: 10.3389/fcell.2022.989471] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 08/08/2022] [Indexed: 12/12/2022] Open
Abstract
In recent decades, research scientists, molecular biologists, and pharmacologists have placed a strong emphasis on cutting-edge nanostructured materials technologies to increase medicine delivery to the central nervous system (CNS). The application of nanoscience for the treatment of neurodegenerative diseases (NDs) such as Alzheimer’s disease (AD), Parkinson’s disease (PD), multiple sclerosis (MS), Huntington’s disease (HD), brain cancer, and hemorrhage has the potential to transform care. Multiple studies have indicated that nanomaterials can be used to successfully treat CNS disorders in the case of neurodegeneration. Nanomedicine development for the cure of degenerative and inflammatory diseases of the nervous system is critical. Nanoparticles may act as a drug transporter that can precisely target sick brain sub-regions, boosting therapy success. It is important to develop strategies that can penetrate the blood–brain barrier (BBB) and improve the effectiveness of medications. One of the probable tactics is the use of different nanoscale materials. These nano-based pharmaceuticals offer low toxicity, tailored delivery, high stability, and drug loading capacity. They may also increase therapeutic effectiveness. A few examples of the many different kinds and forms of nanomaterials that have been widely employed to treat neurological diseases include quantum dots, dendrimers, metallic nanoparticles, polymeric nanoparticles, carbon nanotubes, liposomes, and micelles. These unique qualities, including sensitivity, selectivity, and ability to traverse the BBB when employed in nano-sized particles, make these nanoparticles useful for imaging studies and treatment of NDs. Multifunctional nanoparticles carrying pharmacological medications serve two purposes: they improve medication distribution while also enabling cell dynamics imaging and pharmacokinetic study. However, because of the potential for wide-ranging clinical implications, safety concerns persist, limiting any potential for translation. The evidence for using nanotechnology to create drug delivery systems that could pass across the BBB and deliver therapeutic chemicals to CNS was examined in this study.
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Affiliation(s)
- Md. Mominur Rhaman
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
- *Correspondence: Md. Mominur Rhaman, ; Rohit Sharma,
| | - Md. Rezaul Islam
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Shopnil Akash
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Mobasharah Mim
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Md. Noor alam
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Eugenie Nepovimova
- Department of Chemistry, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic
| | - Martin Valis
- Department of Neurology, Charles University in Prague, Faculty of Medicine in Hradec Králové and University Hospital, Hradec Králové, Czech Republic
| | - Kamil Kuca
- Department of Chemistry, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic
- Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Granada, Spain
| | - Rohit Sharma
- Department of Rasa Shastra and Bhaishajya Kalpana, Faculty of Ayurveda, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
- *Correspondence: Md. Mominur Rhaman, ; Rohit Sharma,
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Schneider DT, Balg J, Bernbeck B, Ellerkmann R, Klein M, Leutner A, Lindel P, Manns G, Mause U, Preziosi M, Schilling A, Schnittfeld S, Seyfert A, Winkelmann A, Rohde S. Magnetresonanztomographie-Untersuchung von Kindern in einem audiovisuell gestalteten Kinder-Magnetresonanztomographen. Monatsschr Kinderheilkd 2022. [DOI: 10.1007/s00112-022-01541-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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50
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Yamada J, Shou Q, Miyazaki A, Matsuda T, Takagishi H. Association between relational mobility, brain structure, and prosociality in adolescents. Int J Dev Neurosci 2022; 82:615-625. [PMID: 35840544 DOI: 10.1002/jdn.10214] [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: 01/22/2022] [Revised: 07/05/2022] [Accepted: 07/07/2022] [Indexed: 11/12/2022] Open
Abstract
Trust plays a vital role in human society. Previous studies have suggested that trust comprises general trust and caution. General trust is a belief that others, in general, are trustworthy, and caution is a belief in the importance of vigilance in dealing with others. Adolescence is a critical period for establishing these psychological traits. It is a period of physical and mental development, and the social environment during this period influences adolescents' psychology, including their brain structures. In this study, we focus on relational mobility as a socio-environmental factor that influences the development of adolescents' psychology and the brain. Relational mobility refers to the degree of freedom to choose and replace social relationships and consists of two subfactors (the degree of freedom to choose and replace social relationships and the number of opportunities to meet new people). Accordingly, we analyzed each subfactor separately. Results showed that the degree of freedom to choose and replace social relationships was only negatively associated with caution and left posterior superior temporal gyrus (pSTG) volume in adolescents. Furthermore, the effect of the freedom to choose and replace social relationships on caution was significantly relevant to the left pSTG volume. In contrast, the degree of opportunities to meet new people was associated with neither general trust nor caution, whereas it was positively associated with the right supramarginal gyrus volume. This study suggests that the social environment during adolescence influences brain structures related to prosociality.
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Affiliation(s)
- Junko Yamada
- Brain Science Institute, Tamagawa University, Machida, Tokyo, Japan
| | - Qiulu Shou
- Graduate School of Brain Sciences, Tamagawa University, Machida, Tokyo, Japan
| | - Atsushi Miyazaki
- Brain Science Institute, Tamagawa University, Machida, Tokyo, Japan
| | - Tetsuya Matsuda
- Brain Science Institute, Tamagawa University, Machida, Tokyo, Japan
| | - Haruto Takagishi
- Brain Science Institute, Tamagawa University, Machida, Tokyo, Japan
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