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Laureano B, Irzan H, O'Reilly H, Ourselin S, Marlow N, Melbourne A. Myelination of preterm brain networks at adolescence. Magn Reson Imaging 2024; 105:114-124. [PMID: 37984490 DOI: 10.1016/j.mri.2023.11.001] [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: 06/09/2022] [Revised: 10/31/2023] [Accepted: 11/04/2023] [Indexed: 11/22/2023]
Abstract
Prematurity and preterm stressors severely affect the development of infants born before 37 weeks of gestation, with increasing effects seen at earlier gestations. Although preterm mortality rates have declined due to the advances in neonatal care, disability rates, especially in middle-income settings, continue to grow. With the advances in MR imaging technology, there has been a focus on safely imaging the preterm brain to better understand its development and discover the brain regions and networks affected by prematurity. Such studies aim to support interventions and improve the neurodevelopment of preterm infants and deliver accurate prognoses. Few studies, however, have focused on the fully developed brain of preterm born infants, especially in extremely preterm subjects. To assess the long-term effect of prematurity on the adult brain, myelin related biomarkers such as myelin water fraction and g-ratio are measured for a cohort of 19-year-old extremely preterm born subjects. Using multi-modal imaging techniques that combine T2 relaxometry and neurite density information, the results show that specific brain regions associated with white matter injuries due to preterm birth, such as the posterior limb of the internal capsule and corpus callosum, are still less myelinated in adulthood. Furthermore, a weak positive relationship between myelin water fraction values and Full-Scale Intelligence Quotient (FSIQ) scores was found in multiple brain regions previously defined as less myelinated in the Extremely Preterm (EPT) cohort. These findings might suggest altered connectivity in the adult preterm brain and explain differences in cognitive outcomes.
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Affiliation(s)
- Beatriz Laureano
- School of Biomedical Engineering & Imaging Sciences, King's College London, UK.
| | - Hassna Irzan
- School of Biomedical Engineering & Imaging Sciences, King's College London, UK; Dept. of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Helen O'Reilly
- Children's Disability Network Team, St. Michael's House, Dublin, Ireland
| | - Sebastian Ourselin
- School of Biomedical Engineering & Imaging Sciences, King's College London, UK; Dept. of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Neil Marlow
- Institute for Women's Health, University College London, London, UK
| | - Andrew Melbourne
- School of Biomedical Engineering & Imaging Sciences, King's College London, UK; Dept. of Medical Physics and Biomedical Engineering, University College London, London, UK
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Kelly CE, Shaul M, Thompson DK, Mainzer RM, Yang JY, Dhollander T, Cheong JL, Inder TE, Doyle LW, Anderson PJ. Long-lasting effects of very preterm birth on brain structure in adulthood: A systematic review and meta-analysis. Neurosci Biobehav Rev 2023; 147:105082. [PMID: 36775083 DOI: 10.1016/j.neubiorev.2023.105082] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 01/01/2023] [Accepted: 02/05/2023] [Indexed: 02/12/2023]
Abstract
Early life experiences, such as very preterm (VP) birth, can affect brain and cognitive development. Several prior studies investigated brain structure in adults born VP; synthesising these studies may help to provide a clearer understanding of long-term effects of VP birth on the brain. We systematically searched Medline and Embase for articles that investigated brain structure using MRI in adulthood in individuals born VP (<32 weeks' gestation) or with very low birth weight (VLBW; <1500 g), and controls born at term or with normal birth weight. In total, 77 studies met the review inclusion criteria, of which 28 studies were eligible for meta-analyses, including data from up to 797 VP/VLBW participants and 518 controls, aged 18-33 years. VP/VLBW adults exhibited volumetric, morphologic and microstructural alterations in subcortical and temporal cortical regions compared with controls, with pooled standardised mean differences up to - 1.0 (95% confidence interval: -1.2, -0.8). This study suggests there is a persisting neurological impact of VP birth, which may provide developmental neurobiological insights for adult cognition in high-risk populations.
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Affiliation(s)
- Claire E Kelly
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia; Victorian Infant Brain Studies (VIBeS), Murdoch Children's Research Institute, Melbourne, Australia; Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Australia.
| | - Michelle Shaul
- Victorian Infant Brain Studies (VIBeS), Murdoch Children's Research Institute, Melbourne, Australia; Deakin University, Melbourne, Australia
| | - Deanne K Thompson
- Victorian Infant Brain Studies (VIBeS), Murdoch Children's Research Institute, Melbourne, Australia; Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, The University of Melbourne, Melbourne, Australia
| | - Rheanna M Mainzer
- Department of Paediatrics, The University of Melbourne, Melbourne, Australia; Clinical Epidemiology and Biostatistics Unit, Population Health, Murdoch Children's Research Institute, Melbourne, Australia
| | - Joseph Ym Yang
- Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, The University of Melbourne, Melbourne, Australia; Neuroscience Advanced Clinical Imaging Service (NACIS), Department of Neurosurgery, The Royal Children's Hospital, Melbourne, Australia; Neuroscience Research, Murdoch Children's Research Institute, Melbourne, Australia
| | - Thijs Dhollander
- Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Australia
| | - Jeanie Ly Cheong
- Victorian Infant Brain Studies (VIBeS), Murdoch Children's Research Institute, Melbourne, Australia; The Royal Women's Hospital, Melbourne, Australia; Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, Australia
| | - Terrie E Inder
- Department of Pediatrics, Children's Hospital of Orange County, University of California Irvine, CA, USA
| | - Lex W Doyle
- Victorian Infant Brain Studies (VIBeS), Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, The University of Melbourne, Melbourne, Australia; The Royal Women's Hospital, Melbourne, Australia; Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, Australia
| | - Peter J Anderson
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia; Victorian Infant Brain Studies (VIBeS), Murdoch Children's Research Institute, Melbourne, Australia
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Pierre WC, Zhang E, Londono I, De Leener B, Lesage F, Lodygensky GA. Non-invasive in vivo MRI detects long-term microstructural brain alterations related to learning and memory impairments in a model of inflammation-induced white matter injury. Behav Brain Res 2022; 428:113884. [DOI: 10.1016/j.bbr.2022.113884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/18/2022] [Accepted: 04/03/2022] [Indexed: 11/28/2022]
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Solis-Urra P, Esteban-Cornejo I, Rodriguez-Ayllon M, Verdejo-Román J, Labayen I, Catena A, Ortega FB. Early life factors and white matter microstructure in children with overweight and obesity: The ActiveBrains project. Clin Nutr 2021; 41:40-48. [PMID: 34864454 DOI: 10.1016/j.clnu.2021.10.022] [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: 04/21/2021] [Revised: 10/05/2021] [Accepted: 10/23/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND & AIMS Exposure to a suboptimal environment during the fetal and early infancy period's results in long-term consequences for brain morphology and function. We investigated the associations of early life factors such as anthropometric neonatal data (i.e., birth length, birth weight and birth head circumference) and breastfeeding practices (i.e., exclusive and any breastfeeding) with white matter (WM) microstructure, and ii) we tested whether WM tracts related to early life factors are associated with academic performance in children with overweight/obesity. METHODS 96 overweight/obese children (10.03 ± 1.16 years; 38.7% girls) were included from the ActiveBrains Project. WM microstructure indicators used were fractional anisotropy (FA) and mean diffusivity (MD), derived from Diffusion Tensor Imaging. Academic performance was evaluated with the Battery III Woodcock-Muñoz Tests of Achievement. Regression models were used to examine the associations of the early life factors with tract-specific FA and MD, as well as its association with academic performance. RESULTS Head circumference at birth was positively associated with FA of the inferior fronto-occipital fasciculus tract (0.441; p = 0.005), as well as negatively associated with MD of the cingulate gyrus part of cingulum (-0.470; p = 0.006), corticospinal (-0.457; p = 0.005) and superior thalamic radiation tract (-0.476; p = 0.001). Association of birth weight, birth length and exclusive breastfeeding with WM microstructure did not remain significant after false discovery rate correction. None tract related to birth head circumference was associated with academic performance (all p > 0.05). CONCLUSIONS Our results highlighted the importance of the perinatal growth in WM microstructure later in life, although its possible academic implications remain inconclusive.
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Affiliation(s)
- Patricio Solis-Urra
- PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Spain; Faculty of Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile.
| | - Irene Esteban-Cornejo
- PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Spain
| | - María Rodriguez-Ayllon
- PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Spain
| | - Juan Verdejo-Román
- Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain; Laboratory of Cognitive and Computational Neuroscience (UCM-UPM), Center for Biomedical Technology (CTB), Madrid, Spain
| | - Idoia Labayen
- Institute for Innovation & Sustainable Development in Food Chain (IS-FOOD), Public University of Navarra, Pamplona, Spain
| | - Andrés Catena
- Department of Experimental Psychology, Mind, Brain and Behaviour Research Centre (CIMCYC), University of Granada, Granada, Spain
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Spain; Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
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Khurana S, Evans ME, Kelly CE, Thompson DK, Burnsed J, Harper A, Hendricks-Munoz K, Shall MS, Stevenson RD, Inamdar K, Vorona G, Dusing SC. Longitudinal Changes in the Sensorimotor Pathways of Very Preterm Infants During the First Year of Life With and Without Intervention: A Pilot Study. Dev Neurorehabil 2021; 24:448-455. [PMID: 34160340 PMCID: PMC8429051 DOI: 10.1080/17518423.2021.1903602] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Objective: Evaluate longitudinal changes in brain microstructure and volumes in very preterm infants during the first year of life with and without intervention.Design: Descriptive pilot study.Methods: Five preterm infants in a three-arm clinical trial, one SPEEDI Early, two SPEEDI Late, and two usual care. Brain structural and diffusion MRI's were acquired within 72 hours after neonatal intensive care unit discharge (n = 5), three months post-baseline (n = 5), and six months post-baseline (n = 3). Fractional anisotropy (FA), Mean diffusivity (MD), and volume metrics were computed for five brain regions.Results: More than 60% of eligible participants completed 100% of the scheduled MRIs. FA and volume increased from baseline to six months across all brain regions. Rate of white matter volume change from baseline to six months was highest in SPEEDI Early.Conclusions: Non-sedated longitudinal MRI is feasible in very preterm infants and appears to demonstrate longitudinal changes in brain structure and connectivity.
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Affiliation(s)
- Sonia Khurana
- Motor Development Lab, Virginia Commonwealth University, Richmond, Virginia
| | - Megan E Evans
- Motor Development Lab, Virginia Commonwealth University, Richmond, Virginia
| | - Claire E Kelly
- Victorian Infant Brain Studies (VIBeS) and Developmental Imaging, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
| | - Deanne K Thompson
- Victorian Infant Brain Studies (VIBeS) and Developmental Imaging, Murdoch Children’s Research Institute, Parkville, Victoria, Australia; Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - Jennifer Burnsed
- Division of Neonatology, University of Virginia, Charlottesville, Virginia
| | - Amy Harper
- Department of Neurology, Virginia Commonwealth University, Richmond, Virginia
| | - Karen Hendricks-Munoz
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Children’s Hospital of Richmond at VCU Richmond, Virginia
| | - Mary S Shall
- Department of Physical Therapy, Virginia Commonwealth University, Richmond, Virginia
| | - Richard D Stevenson
- Division of Neurodevelopmental and Behavioral Pediatrics, Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Ketaki Inamdar
- Rehabilitation and Movement Sciences, Motor Development Lab, Virginia Commonwealth University, Richmond, Virginia
| | - Greg Vorona
- Department of Radiology, Virginia Commonwealth University, Richmond, Virginia
| | - Stacey C Dusing
- Motor Development Lab, Department of Biokinesiology and Physical Therapy, University of Southern California
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Paulsen ME, Brown SJ, Satrom KM, Scheurer JM, Ramel SE, Rao RB. Long-Term Outcomes after Early Neonatal Hyperglycemia in VLBW Infants: A Systematic Review. Neonatology 2021; 118:509-521. [PMID: 34412051 PMCID: PMC8530871 DOI: 10.1159/000517951] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 06/11/2021] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Long-term effects of early hyperglycemia in VLBW infants are poorly characterized. The objective of this study was to systematically review the effect of early hyperglycemia on growth, metabolic health, and neurodevelopment after neonatal intensive care unit discharge in VLBW infants. METHODS The systematic review was conducted in accordance with the PRISMA guidelines. A study protocol was registered in PROSPERO (CRD42019123335). Data sources included Ovid MEDLINE, Embase, Cochrane Library, CINAHL, and Scopus. Selected studies included infants with a blood glucose concentration >150 mg/dL (8.3 mmol/L) during the first 28 days of life, a gestational age (GA) <32 weeks, and/or a birth weight <1,500 g and longitudinal data on growth, metabolic health, or neurodevelopment outcomes. The GRADE system was used to assess quality of evidence. RESULTS Eight studies (n = 987 infants) reported long-term outcomes from 4-month corrected GA to 7 years old. Most studies compared long-term outcomes of preterm infants with and without hyperglycemia. Two studies addressed outcomes related to interventions following early hyperglycemia. Some studies found differences in growth, metabolic health, and neurodevelopment outcomes between VLBW preterm infants with hyperglycemia and without hyperglycemia, while other studies found no differences between groups. The overall graded quality of evidence was low. CONCLUSIONS Well-designed randomized controlled and prospective studies are necessary to determine the effect of early hyperglycemia and its treatment on later metabolic and neurodevelopmental outcomes in VLBW infants. Authors propose a potential study design for standardizing the assessment of long-term metabolic and neurodevelopmental outcomes following early hyperglycemia in preterm infants.
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Affiliation(s)
- Megan E Paulsen
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Sarah Jane Brown
- Health Sciences Library, University of Minnesota, Minneapolis, Minnesota, USA
| | - Katherine M Satrom
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Johannah M Scheurer
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Sara E Ramel
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Raghavendra B Rao
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA
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Adle-Biassette H. Neurodevelopmental Sequelae of Preterm Infants: Scientific Challenges. J Neuropathol Exp Neurol 2021; 80:390-392. [PMID: 33842955 DOI: 10.1093/jnen/nlab035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Homa Adle-Biassette
- AP-HP, Hôpital Lariboisière, Service Anatomie Pathologique and Université de Paris, NeuroDiderot, Inserm, Paris, France
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Advances in functional and diffusion neuroimaging research into the long-term consequences of very preterm birth. J Perinatol 2021; 41:689-706. [PMID: 33099576 DOI: 10.1038/s41372-020-00865-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 09/21/2020] [Accepted: 10/12/2020] [Indexed: 11/08/2022]
Abstract
Very preterm birth (<32 weeks of gestation) has been associated with lifelong difficulties in a variety of neurocognitive functions. Magnetic resonance imaging (MRI) combined with advanced analytical approaches have been employed in order to increase our understanding of the neurodevelopmental problems that many very preterm born individuals face as they grow up. In this review, we will focus on two novel imaging techniques that have explored relationships between specific brain mechanisms and behavioural outcomes. These are functional MRI, which maps regional, time-varying changes in brain metabolism and diffusion-weighted MRI, which measures the displacement of water molecules in tissue and provides quantitative information about tissue microstructure. Identifying the neurobiological underpinning of the long-term sequelae associated with very preterm birth could inform the development and implementation of preventative interventions (before any cognitive problem emerges) and could facilitate the identification of behavioural targets for improving the life course outcomes of very preterm individuals.
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Schmitz-Koep B, Zimmermann J, Menegaux A, Nuttall R, Bäuml JG, Schneider SC, Daamen M, Boecker H, Zimmer C, Wolke D, Bartmann P, Hedderich DM, Sorg C. Decreased amygdala volume in adults after premature birth. Sci Rep 2021; 11:5403. [PMID: 33686187 PMCID: PMC7970879 DOI: 10.1038/s41598-021-84906-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Accepted: 02/22/2021] [Indexed: 12/17/2022] Open
Abstract
Premature-born infants have impaired amygdala structure, presumably due to increased stress levels of premature birth mediated by the amygdala. However, accounting for lifelong plasticity of amygdala, it is unclear whether such structural changes persist into adulthood. To address this problem, we stated the following questions: first, are whole amygdala volumes reduced in premature-born adults? And second, as adult anxiety traits are often increased after prematurity and linked with amygdala structure, are alterations in amygdala associated with adults' anxiety traits after premature birth? We addressed these questions by automated amygdala segmentation of MRI volumes in 101 very premature-born adults (< 32 weeks of gestation and/or birth weight below 1500 g) and 108 full-term controls at 26 years of age of a prospectively and longitudinally collected cohort. We found significantly lower whole amygdala volumes in premature-born adults. While premature-born adults had significantly higher T score for avoidant personality reflecting increased social anxiety trait, this trait was not correlated with amygdala volume alterations. Results demonstrate reduced amygdala volumes in premature born adults. Data suggest lasting effects of prematurity on amygdala structure.
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Affiliation(s)
- Benita Schmitz-Koep
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany.
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.
| | - Juliana Zimmermann
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Aurore Menegaux
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Rachel Nuttall
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Josef G Bäuml
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Sebastian C Schneider
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Marcel Daamen
- Functional Neuroimaging Group, Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
- Department of Neonatology, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Henning Boecker
- Functional Neuroimaging Group, Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Claus Zimmer
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Dieter Wolke
- Department of Psychology, University of Warwick, University Road, Coventry, CV4 7AL, UK
- Warwick Medical School, University of Warwick, University Road, Coventry, CV4 7AL, UK
| | - Peter Bartmann
- Department of Neonatology, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Dennis M Hedderich
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Christian Sorg
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich, Klinikum Rechts Der Isar, Ismaninger Str. 22, 81675, Munich, Germany
- TUM-NIC Neuroimaging Center, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
- Department of Psychiatry, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
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Ehrler M, von Rhein M, Schlosser L, Brugger P, Greutmann M, Kretschmar O, Latal B, Tuura O'Gorman R. Microstructural alterations of the corticospinal tract are associated with poor motor function in patients with severe congenital heart disease. NEUROIMAGE: CLINICAL 2021; 32:102885. [PMID: 34911191 PMCID: PMC8628013 DOI: 10.1016/j.nicl.2021.102885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/08/2021] [Accepted: 11/16/2021] [Indexed: 10/25/2022] Open
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Kallankari H, Saunavaara V, Parkkola R, Haataja L, Hallman M, Kaukola T. Diffusion tensor imaging in frontostriatal tracts is associated with executive functioning in very preterm children at 9 years of age. Pediatr Radiol 2021; 51:112-118. [PMID: 32870358 PMCID: PMC7796865 DOI: 10.1007/s00247-020-04802-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 05/27/2020] [Accepted: 08/05/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND Very preterm birth can disturb brain maturation and subject these high-risk children to neurocognitive difficulties later. OBJECTIVE The aim of the study was to evaluate the impact of prematurity on microstructure of frontostriatal tracts in children with no severe neurologic impairment, and to study whether the diffusion tensor imaging metrics of frontostriatal tracts correlate to executive functioning. MATERIALS AND METHODS The prospective cohort study comprised 54 very preterm children (mean gestational age 28.8 weeks) and 20 age- and gender-matched term children. None of the children had severe neurologic impairment. The children underwent diffusion tensor imaging and neuropsychological assessments at a mean age of 9 years. We measured quantitative diffusion tensor imaging metrics of frontostriatal tracts using probabilistic tractography. We also administered five subtests from the Developmental Neuropsychological Assessment, Second Edition, to evaluate executive functioning. RESULTS Very preterm children had significantly higher fractional anisotropy and axial diffusivity values (P<0.05, corrected for multiple comparison) in dorsolateral prefrontal caudate and ventrolateral prefrontal caudate tracts as compared to term-born children. We found negative correlations between the diffusion tensor imaging metrics of frontostriatal tracts and inhibition functions (P<0.05, corrected for multiple comparison) in very preterm children. CONCLUSION Prematurity has a long-term effect on frontostriatal white matter microstructure that might contribute to difficulties in executive functioning.
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Affiliation(s)
- Hanna Kallankari
- PEDEGO Research Unit and Medical Research Center Oulu, University of Oulu, Oulu, Finland. .,Department of Child Neurology, Oulu University Hospital, P.O. Box 23, FIN-90029 OYS, Oulu, Finland.
| | - Virva Saunavaara
- PET Center, Turku University Hospital, Turku, Finland ,Department of Medical Physics, Turku University Hospital, Turku, Finland
| | - Riitta Parkkola
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland
| | - Leena Haataja
- Department of Child Neurology, Children and Adolescents, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mikko Hallman
- PEDEGO Research Unit and Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Tuula Kaukola
- PEDEGO Research Unit and Medical Research Center Oulu, University of Oulu, Oulu, Finland ,Department of Neonatology, Oulu University Hospital, Oulu, Finland
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Lee HJ, Kwon H, Kim JI, Lee JY, Lee JY, Bang S, Lee JM. The cingulum in very preterm infants relates to language and social-emotional impairment at 2 years of term-equivalent age. NEUROIMAGE-CLINICAL 2020; 29:102528. [PMID: 33338967 PMCID: PMC7750449 DOI: 10.1016/j.nicl.2020.102528] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 10/15/2020] [Accepted: 12/04/2020] [Indexed: 01/25/2023]
Abstract
Maturation of specific WM tracts in preterm individuals differs from those of term controls. The elastic net logistic regression model was used to identify altered white matter tracts in the preterm brain. The alteration of the cingulum in the preterm at near-term correlate with neurodevelopmental scores at 18–22 months of age.
Background Relative to full-term infants, very preterm infants exhibit disrupted white matter (WM) maturation and problems related to development, including motor, cognitive, social-emotional, and receptive and expressive language processing. Objective The present study aimed to determine whether regional abnormalities in the WM microstructure of very preterm infants, as defined relative to those of full-term infants at a near-term age, are associated with neurodevelopmental outcomes at the age of 18–22 months. Methods We prospectively enrolled 89 very preterm infants (birth weight < 1500 g) and 43 normal full-term control infants born between 2016 and 2018. All infants underwent a structural brain magnetic resonance imaging scan at near-term age. The diffusion tensor imaging (DTI) metrics of the whole-brain WM tracts were extracted based on the neonatal probabilistic WM pathway. The elastic net logistic regression model was used to identify altered WM tracts in the preterm brain. We evaluated the associations between the altered WM microstructure at near-term age and motor, cognitive, social-emotional, and receptive and expressive language developments at 18–22 months of age, as measured using the Bayley Scales of Infant Development, Third Edition. Results We found that the elastic net logistic regression model could classify preterm and full-term neonates with an accuracy of 87.9% (corrected p < 0.008) using the DTI metrics in the pathway of interest with a 10% threshold level. The fractional anisotropy (FA) values of the body and splenium of the corpus callosum, middle cerebellar peduncle, left and right uncinate fasciculi, and right portion of the pathway between the premotor and primary motor cortices (premotor-PMC), as well as the mean axial diffusivity (AD) values of the left cingulum, were identified as contributive features for classification. Increased adjusted AD values in the left cingulum pathway were significantly correlated with language scores after false discovery rate (FDR) correction (r = 0.217, p = 0.043). The expressive language and social-emotional composite scores showed a significant positive correlation with the AD values in the left cingulum pathway (r = 0.226 [p = 0.036] and r = 0.31 [p = 0.003], respectively) after FDR correction. Conclusion Our approach suggests that the cingulum pathways of very preterm infants differ from those of full-term infants and significantly contribute to the prediction of the subsequent development of the language and social-emotional domains. This finding could improve our understanding of how specific neural substrates influence neurodevelopment at later ages, and individual risk prediction, thus helping to inform early intervention strategies that address developmental delay.
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Affiliation(s)
- Hyun Ju Lee
- Department of Pediatrics, Hanyang University College of Medicine, Seoul, South Korea; Division of Neonatology and Developmental Medicine, Seoul Hanyang University Hospital, Seoul, South Korea
| | - Hyeokjin Kwon
- Department of Electronic Engineering, Hanyang University, Seoul, South Korea
| | - Johanna Inhyang Kim
- Department of Psychiatry, Hanyang University, Seoul, South Korea; Division of Neonatology and Developmental Medicine, Seoul Hanyang University Hospital, Seoul, South Korea
| | - Joo Young Lee
- Department of Pediatrics, Hanyang University College of Medicine, Seoul, South Korea
| | - Ji Young Lee
- Department of Radiology, Hanyang University College of Medicine, Seoul, South Korea
| | - SungKyu Bang
- Department of Electronic Engineering, Hanyang University, Seoul, South Korea
| | - Jong-Min Lee
- Department of Biomedical Engineering, Hanyang University, Seoul, South Korea.
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13
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Hadaya L, Nosarti C. The neurobiological correlates of cognitive outcomes in adolescence and adulthood following very preterm birth. Semin Fetal Neonatal Med 2020; 25:101117. [PMID: 32451305 DOI: 10.1016/j.siny.2020.101117] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Very preterm birth (<33 weeks of gestation) has been associated with alterations in structural and functional brain development in regions that are believed to underlie a variety of cognitive processes. While such alterations have been often studied in the context of cognitive vulnerability, early disruption to programmed developmental processes may also lead to neuroplastic and functional adaptations, which support cognitive performance. In this review, we will focus on executive function and intelligence as the main cognitive outcomes following very preterm birth in adolescence and adulthood in relation to their structural and functional neurobiological correlates. The neuroimaging modalities we review provide quantitative assessments of brain morphology, white matter macro and micro-structure, structural and functional connectivity and haemodynamic responses associated with specific cognitive operations. Identifying the neurobiological underpinning of the long-term sequelae associated with very preterm birth may guide the development and implementation of targeted neurobehaviourally-informed interventions for those at high risk.
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Affiliation(s)
- Laila Hadaya
- Centre for the Developing Brain, Department of Perinatal Imaging and Health, Faculty of Life Science and Medicine, King's College London, London, United Kingdom; Department of Child and Adolescent Psychiatry, Institute of Psychiatry Psychology and Neuroscience, King's College London, London, United Kingdom.
| | - Chiara Nosarti
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry Psychology and Neuroscience, King's College London, London, United Kingdom.
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14
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Huang P, Zhou Q, Lin Q, Lin L, Wang H, Chen X, Jiang S, Fu H, Deng Y. Complement C3a induces axonal hypomyelination in the periventricular white matter through activation of WNT/β-catenin signal pathway in septic neonatal rats experimentally induced by lipopolysaccharide. Brain Pathol 2020; 30:495-514. [PMID: 31622511 PMCID: PMC8018074 DOI: 10.1111/bpa.12798] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 10/10/2019] [Indexed: 02/05/2023] Open
Abstract
Neuroinflammation is thought to play a pivotal role in the pathogenesis of periventricular white matter (PWM) damage (PWMD) induced by neonatal sepsis. Because the complement cascade is implicated in inflammatory response, this study was carried out to determine whether C3a is involved in PWMD, and, if so, whether it would induce axonal hypomyelination. Furthermore, we explored if C3a would act through its C3a receptor (C3aR) and thence inhibit maturation of oligodendrocyte precursor cells (OPCs) via the WNT/β-catenin signal pathway. Sprague Dawley (SD) rats aged 1 day were intraperitoneally injected with lipopolysaccharide (LPS) (1 mg/kg). C3a was upregulated in activated microglia and astrocytes in the PWM up to 7 days after LPS injection. Concomitantly, enhanced C3aR expression was observed in NG2+ oligodendrocytes (OLs). Myelin proteins including CNPase, PLP, MBP and MAG were significantly reduced in the PWM of 28-day septic rats. The number of PLP+ and MBP+ cells was markedly decreased. By electron microscopy, myelin sheath thickness was thinner and the average g-ratios were higher. This was coupled with an increase in number of NG2+ cells and decreased number of CC1+ cells. Olig1, Olig2 and SOX10 protein expression was significantly reduced in the PWM after LPS injection. Very strikingly, C3aRa administration for the first 7 days could reverse the above-mentioned pathological alterations in the PWM of septic rats. When incubated with C3a, expression of MBP, CNPase, PLP, MAG, Olig1, Olig2, SOX10 and CC1 in primary cultured OPCs was significantly downregulated as opposed to increased NG2. Moreover, WNT/β-catenin signaling pathway was found to be implicated in inhibition of OPCs maturation and differentiation induced by C3a in vitro. As a corollary, it is speculated that C3a in the PWM of septic rats is closely associated with the disorder of OPCs differentiation and maturation through WNT/β-catenin signaling pathway, which would contribute ultimately to axonal hypomyelination.
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Affiliation(s)
- Peixian Huang
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
| | - Qiuping Zhou
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
- School of MedicineSouth China University of TechnologyGuangzhou510006GuangdongChina
| | - Qiongyu Lin
- Department of critical care medicineJieyang People's HospitalJieyang522000GuangdongChina
| | - Lanfen Lin
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
- Department of critical care medicineGuangdong Second Provincial General HospitalGuangzhou510317GuangdongChina
| | - Huifang Wang
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
- Affiliated South China HospitalSourthern Medical University (Guangdong Provincial People's Hospital)Guangzhou510515GuangdongChina
| | - Xuan Chen
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
- Shantou University Medical CollegeShantou5105063GuangdongChina
| | - Shuqi Jiang
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
- School of MedicineSouth China University of TechnologyGuangzhou510006GuangdongChina
| | - Hui Fu
- Department of AnatomyWuhan University School of Basic Medical SciencesWuhan430072HubeiChina
| | - Yiyu Deng
- Department of Critical Care and EmergencyGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhou510080GuangdongChina
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15
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Hedderich DM, Boeckh-Behrens T, Bäuml JG, Menegaux A, Daamen M, Zimmer C, Bartmann P, Scheef L, Boecker H, Wolke D, Sorg C, Spiro JE. Sequelae of Premature Birth in Young Adults : Incidental Findings on Routine Brain MRI. Clin Neuroradiol 2020; 31:325-333. [PMID: 32291477 PMCID: PMC8211575 DOI: 10.1007/s00062-020-00901-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 02/10/2020] [Indexed: 01/14/2023]
Abstract
Background and Purpose Qualitative studies about the abnormalities appreciated on routine magnetic resonance imaging (MRI) sequences in prematurely born adults are lacking. This article aimed at filling this knowledge gap by (1) qualitatively describing routine imaging findings in prematurely born adults, (2) evaluating measures for routine image interpretation and (3) investigating the impact of perinatal variables related to premature birth. Methods In this study two board-certified radiologists assessed T1-weighted and FLAIR-weighted images of 100 prematurely born adults born very preterm (VP <32 weeks) and/or at very low birth weight (VLBW <1500 g) and 106 controls born at full term (FT) (mean age 26.8 ± 0.7 years). The number of white matter lesions (WML) was counted according to localization. Lateral ventricle volume (LVV) was evaluated subjectively and by measurements of Evans’ index (EI) and frontal-occipital-horn ratio (FOHR). Freesurfer-based volumetry served as reference standard. Miscellaneous incidental findings were noted as free text. Results The LVV was increased in 24.7% of VP/VLBW individuals and significantly larger than in FT controls. This was best identified by measurement of FOHR (AUC = 0.928). Ventricular enlargement was predicted by low gestational age (odds ratio: 0.71, 95% CI 0.51–0.98) and presence of neonatal intracranial hemorrhage (odds ratio: 0.26, 95% CI 0.07–0.92). The numbers of deep and periventricular WML were increased while subcortical WMLs were not. Conclusion Enlargement of the LVV and deep and periventricular WMLs are typical sequelae of premature birth that can be appreciated on routine brain MRI. To increase sensitivity of abnormal LVV detection, measurement of FOHR seems feasible in clinical practice. Electronic supplementary material The online version of this article (10.1007/s00062-020-00901-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Dennis M Hedderich
- TUM-NIC Neuroimaging Center, Munich, Germany. .,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Str. 22, 81675, Munich, Germany.
| | - Tobias Boeckh-Behrens
- TUM-NIC Neuroimaging Center, Munich, Germany.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Str. 22, 81675, Munich, Germany
| | - Josef G Bäuml
- TUM-NIC Neuroimaging Center, Munich, Germany.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Str. 22, 81675, Munich, Germany
| | - Aurore Menegaux
- TUM-NIC Neuroimaging Center, Munich, Germany.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Str. 22, 81675, Munich, Germany
| | - Marcel Daamen
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Claus Zimmer
- Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Str. 22, 81675, Munich, Germany
| | - Peter Bartmann
- Department of Neonatology, University Hospital Bonn, Bonn, Germany
| | - Lukas Scheef
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Henning Boecker
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Dieter Wolke
- Department of Psychology, University of Warwick, Coventry, UK.,Warwick Medical School, University of Warwick, Coventry, UK
| | - Christian Sorg
- TUM-NIC Neuroimaging Center, Munich, Germany.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Str. 22, 81675, Munich, Germany.,Department of Psychiatry, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
| | - Judith E Spiro
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
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16
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Shang J, Fisher P, Bäuml JG, Daamen M, Baumann N, Zimmer C, Bartmann P, Boecker H, Wolke D, Sorg C, Koutsouleris N, Dwyer DB. A machine learning investigation of volumetric and functional MRI abnormalities in adults born preterm. Hum Brain Mapp 2019; 40:4239-4252. [PMID: 31228329 DOI: 10.1002/hbm.24698] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 05/28/2019] [Accepted: 05/31/2019] [Indexed: 01/10/2023] Open
Abstract
Imaging studies have characterized functional and structural brain abnormalities in adults after premature birth, but these investigations have mostly used univariate methods that do not account for hypothesized interdependencies between brain regions or quantify accuracy in identifying individuals. To overcome these limitations, we used multivariate machine learning to identify gray matter volume (GMV) and amplitude of low frequency fluctuations (ALFF) brain patterns that best classify young adults born very preterm/very low birth weight (VP/VLBW; n = 94) from those born full-term (FT; n = 92). We then compared the spatial maps of the structural and functional brain signatures and validated them by assessing associations with clinical birth history and basic cognitive variables. Premature birth could be predicted with a balanced accuracy of 80.7% using GMV and 77.4% using ALFF. GMV predictions were mediated by a pattern of subcortical and middle temporal reductions and volumetric increases of the lateral prefrontal, medial prefrontal, and superior temporal gyrus regions. ALFF predictions were characterized by a pattern including increases in the thalamus, pre- and post-central gyri, and parietal lobes, in addition to decreases in the superior temporal gyri bilaterally. Decision scores from each classification, assessing the degree to which an individual was classified as a VP/VLBW case, were predicted by the number of days in neonatal hospitalization and birth weight. ALFF decision scores also contributed to the prediction of general IQ, which highlighted their potential clinical significance. Combined, the results clarified previous research and suggested that primary subcortical and temporal damage may be accompanied by disrupted neurodevelopment of the cortex.
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Affiliation(s)
- Jing Shang
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.,TUM-NIC Neuroimaging Center, Technische Universität München
| | - Paul Fisher
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
| | - Josef G Bäuml
- TUM-NIC Neuroimaging Center, Technische Universität München.,Department of Neuroradiology, Klinikum rechts der Isar and Technische Universität München, Munich, Germany
| | - Marcel Daamen
- Department of Neonatology, University Hospital Bonn, Bonn, Germany.,Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Nicole Baumann
- Department of Psychology, University of Warwick, Coventry, United Kingdom
| | - Claus Zimmer
- Department of Neuroradiology, Klinikum rechts der Isar and Technische Universität München, Munich, Germany
| | - Peter Bartmann
- Department of Neonatology, University Hospital Bonn, Bonn, Germany
| | - Henning Boecker
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Dieter Wolke
- Department of Psychology, University of Warwick, Coventry, United Kingdom.,Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Christian Sorg
- TUM-NIC Neuroimaging Center, Technische Universität München.,Department of Neuroradiology, Klinikum rechts der Isar and Technische Universität München, Munich, Germany.,Department of Psychiatry, Klinikum rechts der Isar and Technische Universität München, Munich, Germany
| | - Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
| | - Dominic B Dwyer
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
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17
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Jurcoane A, Daamen M, Keil VC, Scheef L, Bäuml JG, Meng C, Wohlschläger AM, Sorg C, Busch B, Baumann N, Wolke D, Bartmann P, Boecker H, Lüchters G, Marinova M, Hattingen E. Automated quantitative evaluation of brain MRI may be more accurate for discriminating preterm born adults. Eur Radiol 2019; 29:3533-3542. [PMID: 30903339 DOI: 10.1007/s00330-019-06099-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 02/01/2019] [Accepted: 02/11/2019] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To investigate the structural brain abnormalities and their diagnostic accuracy through qualitative and quantitative analysis in term born and very preterm birth or with very low birth weight (VP/VLBW) adults. METHODS We analyzed 3-T MRIs acquired in 2011-2013 from 67 adults (27 term born controls, mean age 26.4 years, 8 females; 40 VP/VLBWs, mean age 26.6 years, 16 females). We compared automatic segmentations of the white matter, deep gray matter and cortical gray matter, manual corpus callosum measurements and visual ratings of the ventricles and white matter with t tests, logistic regression, and receiver operator characteristic (ROC) curves. RESULTS Automatic segmentation correctly classified 84% of cases; visual ratings correctly classified 63%. Quantitative volumetry based on automatic segmentation revealed higher ventricular volume, lower posterior corpus callosum, and deep gray matter volumes in VP/VLBW subjects compared to controls (p < 0.01). Visual rating and manual measurement revealed a thinner corpus callosum in VP/VLBW adults (p = 0.04) and deformed lateral ventricles (p = 0.03) and tendency towards more "dirty" white matter (p = 0.06). Automatic/manual measures combined with visual ratings correctly classified 87% of cases. Stepwise logistic regression identified three independent features that correctly classify 81% of cases: ventricular volume, deep gray matter volume, and white matter aspect. CONCLUSION Enlarged and deformed lateral ventricles, thinner corpus callosum, and "dirty" white matter are prevalent in preterm born adults. Their visual evaluation has low diagnostic accuracy. Automatic volume quantification is more accurate but time consuming. It may be useful to ask for prematurity before initiating further diagnostics in subjects with these alterations. KEY POINTS • Our study confirms prior reports showing that structural brain abnormalities related to preterm birth persist into adulthood. • In the clinical practice, if large and deformed lateral ventricles, small and thin corpus callosum, and "dirty" white matter are visible on MRI, ask for prematurity before considering other diagnoses. • Although prevalent, visual findings have low accuracy; adding automatic segmentation of lateral ventricles and deep gray matter nuclei improves the diagnostic accuracy.
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Affiliation(s)
- Alina Jurcoane
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany.
- Section of Neuroradiology, Department of Radiology, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105, Bonn, Germany.
- Department of Neonatology, University Hospital Bonn, Bonn, Germany.
- Institute for Neuroradiology, University Hospital Frankfurt, Frankfurt, Germany.
| | - Marcel Daamen
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
- Department of Neonatology, University Hospital Bonn, Bonn, Germany
| | - Vera C Keil
- Section of Neuroradiology, Department of Radiology, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105, Bonn, Germany
| | - Lukas Scheef
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Josef G Bäuml
- Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany
- TUM-NIC Neuroimaging Center, Technische Universität München, Munich, Germany
| | - Chun Meng
- Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany
- TUM-NIC Neuroimaging Center, Technische Universität München, Munich, Germany
| | - Afra M Wohlschläger
- Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany
- TUM-NIC Neuroimaging Center, Technische Universität München, Munich, Germany
| | - Christian Sorg
- Department of Neuroradiology, Klinikum rechts der Isar, Munich, Germany
- TUM-NIC Neuroimaging Center, Technische Universität München, Munich, Germany
- Department of Psychiatry, Klinikum rechts der Isar, Munich, Germany
| | - Barbara Busch
- Department of Neonatology, University Hospital Bonn, Bonn, Germany
| | - Nicole Baumann
- Department of Psychology, University of Warwick, Coventry, UK
| | - Dieter Wolke
- Department of Psychology, University of Warwick, Coventry, UK
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Peter Bartmann
- Department of Neonatology, University Hospital Bonn, Bonn, Germany
| | - Henning Boecker
- Functional Neuroimaging Group, Department of Radiology, University Hospital Bonn, Bonn, Germany
| | - Guido Lüchters
- Center for Development Research, University of Bonn, Bonn, Germany
| | - Milka Marinova
- Section of Neuroradiology, Department of Radiology, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105, Bonn, Germany
| | - Elke Hattingen
- Section of Neuroradiology, Department of Radiology, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105, Bonn, Germany
- Institute for Neuroradiology, University Hospital Frankfurt, Frankfurt, Germany
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18
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Reduced white matter fractional anisotropy mediates cortical thickening in adults born preterm with very low birthweight. Neuroimage 2019; 188:217-227. [DOI: 10.1016/j.neuroimage.2018.11.050] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 11/14/2018] [Accepted: 11/27/2018] [Indexed: 12/14/2022] Open
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19
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Goodrich-Hunsaker NJ, Abildskov TJ, Black G, Bigler ED, Cohen DM, Mihalov LK, Bangert BA, Taylor HG, Yeates KO. Age- and sex-related effects in children with mild traumatic brain injury on diffusion magnetic resonance imaging properties: A comparison of voxelwise and tractography methods. J Neurosci Res 2018; 96:626-641. [PMID: 28984377 PMCID: PMC5803411 DOI: 10.1002/jnr.24142] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 07/28/2017] [Accepted: 07/28/2017] [Indexed: 12/27/2022]
Abstract
Although there are several techniques to analyze diffusion-weighted imaging, any technique must be sufficiently sensitive to detect clinical abnormalities. This is especially critical in disorders like mild traumatic brain injury (mTBI), where pathology is likely to be subtle. mTBI represents a major public health concern, especially for youth under 15 years of age. However, the developmental period from birth to 18 years is also a time of tremendous brain changes. Therefore, it is important to establish the degree of age- and sex-related differences. Participants were children aged 8-15 years with mTBI or mild orthopedic injuries. Imaging was obtained within 10 days of injury. We performed tract-based spatial statistics (TBSS), deterministic tractography using Automated Fiber Quantification (AFQ), and probabilistic tractography using TRACULA (TRActs Constrained by UnderLying Anatomy) to evaluate whether any method provided improved sensitivity at identifying group, developmental, and/or sex-related differences. Although there were no group differences from any of the three analyses, many of the tracts, but not all, revealed increases of fractional anisotropy and decreases of axial, radial, and mean diffusivity with age. TBSS analyses resulted in age-related changes across all white matter tracts. AFQ and TRACULA revealed age-related changes within the corpus callosum, cingulum cingulate, corticospinal tract, inferior and superior longitudinal fasciculus, and uncinate fasciculus. The results are in many ways consistent across all three methods. However, results from the tractography methods provided improved sensitivity and better tract-specific results for identifying developmental and sex-related differences within the brain.
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Affiliation(s)
| | | | - Garrett Black
- Ohio State University Fisher College of Business, Columbus, OH, USA
| | - Erin D. Bigler
- Department of Psychology, Brigham Young University, Provo, UT
| | - Daniel M. Cohen
- Division of Emergency Medicine, Nationwide Children’s Hospital, Columbus, OH
| | - Leslie K. Mihalov
- Division of Emergency Medicine, Nationwide Children’s Hospital, Columbus, OH
| | - Barbara A. Bangert
- Department of Radiology, Case Western Reserve University School of Medicine, Cleveland, OH
| | - H. Gerry Taylor
- Department of Pediatrics, Rainbow Babies and Children’s Hospital, Case Western Reserve University, Cleveland, OH
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20
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White matter alterations and their associations with motor function in young adults born preterm with very low birth weight. NEUROIMAGE-CLINICAL 2017; 17:241-250. [PMID: 29159041 PMCID: PMC5683190 DOI: 10.1016/j.nicl.2017.10.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 09/30/2017] [Accepted: 10/03/2017] [Indexed: 01/08/2023]
Abstract
Very low birth weight (VLBW: ≤ 1500 g) individuals have an increased risk of white matter alterations and neurodevelopmental problems, including fine and gross motor problems. In this hospital-based follow-up study, the main aim was to examine white matter microstructure and its relationship to fine and gross motor function in 31 VLBW young adults without cerebral palsy compared with 31 term-born controls, at mean age 22.6 ± 0.7 years. The participants were examined with tests of fine and gross motor function (Trail Making Test-5: TMT-5, Grooved Pegboard, Triangle from Movement Assessment Battery for Children-2: MABC-2 and High-level Mobility Assessment Tool: HiMAT) and diffusion tensor imaging (DTI). Probabilistic tractography of motor pathways of the corticospinal tract (CST) and corpus callosum (CC) was performed. Fractional anisotropy (FA) was calculated in non-crossing (capsula interna in CST, body of CC) and crossing (centrum semiovale) fibre regions along the tracts and examined for group differences. Associations between motor test scores and FA in the CST and CC were investigated with linear regression. Tract-based spatial statistics (TBSS) was used to examine group differences in DTI metrics in all major white matter tracts. The VLBW group had lower scores on all motor tests compared with controls, however, only statistically significant for TMT-5. Based on tractography, FA in the VLBW group was lower in non-crossing fibre regions and higher in crossing fibre regions of the CST compared with controls. Within the VLBW group, poorer fine motor function was associated with higher FA in crossing fibre regions of the CST, and poorer bimanual coordination was additionally associated with lower FA in crossing fibre regions of the CC. Poorer gross motor function was associated with lower FA in crossing fibre regions of the CST and CC. There were no associations between motor function and FA in non-crossing fibre regions of the CST and CC within the VLBW group. In the TBSS analysis, the VLBW group had lower FA and higher mean diffusivity compared with controls in all major white matter tracts. The findings in this study may indicate that the associations between motor function and FA are caused by other tracts crossing the CST and CC, and/or by alterations in the periventricular white matter in the centrum semiovale. Some of the associations were in the opposite direction than hypothesized, thus higher FA does not always indicate better function. Furthermore, widespread white matter alterations in VLBW individuals persist into young adulthood. Motor function was associated with FA in crossing fibre regions of CST and CC in VLBW young adults In crossing fibre regions of CST, FA was higher in VLBW than in control young adults TBSS showed lower FA and higher MD in white matter tracts in VLBW than in control young adults
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Key Words
- AD, axial diffusivity
- Brain
- CC, corpus callosum
- CST, corticospinal tract
- DTI, diffusion tensor imaging
- Diffusion tensor imaging
- FA, fractional anisotropy
- HiMAT, high-level mobility assessment tool
- MABC-2, movement assessment battery for children-2
- MD, mean diffusivity
- MNI, Montreal neurological institute
- MRI, magnetic resonance imaging
- Motor function
- NICU, neonatal intensive care unit
- Preterm
- RD, radial diffusivity
- ROI, region-of-interest
- SES, socioeconomic status
- TBSS, tract-based spatial statistics
- TMT-5, Trail Making Test-5
- Tractography
- VLBW, very low birth weight
- VOI, volume-of-interest
- Young adulthood
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Raju TNK, Buist AS, Blaisdell CJ, Moxey-Mims M, Saigal S. Adults born preterm: a review of general health and system-specific outcomes. Acta Paediatr 2017; 106:1409-1437. [PMID: 28419544 DOI: 10.1111/apa.13880] [Citation(s) in RCA: 179] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 03/27/2017] [Accepted: 04/11/2017] [Indexed: 12/22/2022]
Abstract
In this review of 126 publications, we report that an overwhelming majority of adults born at preterm gestations remain healthy and well. However, a small, but a significant fraction of them remain at higher risk for neurological, personality and behavioural abnormalities, cardio-pulmonary functional limitations, systemic hypertension and metabolic syndrome compared to their term-born counterparts. The magnitude of increased risk differed across organ systems and varied across reports. The risks were proportional to the degree of prematurity at birth and seemed to occur more frequently among preterm infants born in the final two decades of the 20th century and later. These findings have considerable public health and clinical practice relevance. CONCLUSION Preterm birth needs to be considered a chronic condition, with a slight increase in the risk for long-term morbidities among adults born preterm. Therefore, obtaining a history of gestational age and weight at birth should be a routine part of care for patients of all age groups.
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Affiliation(s)
- Tonse N. K. Raju
- Eunice Kennedy Shriver National Institute of Child Health and Human Development; Portland OR USA
| | | | | | - Marva Moxey-Mims
- National Institute of Diabetes and Kidney Diseases; Bethesda MD USA
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22
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Raju TNK, Pemberton VL, Saigal S, Blaisdell CJ, Moxey-Mims M, Buist S. Long-Term Healthcare Outcomes of Preterm Birth: An Executive Summary of a Conference Sponsored by the National Institutes of Health. J Pediatr 2017; 181:309-318.e1. [PMID: 27806833 DOI: 10.1016/j.jpeds.2016.10.015] [Citation(s) in RCA: 111] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Revised: 08/17/2016] [Accepted: 10/04/2016] [Indexed: 12/22/2022]
Affiliation(s)
- Tonse N K Raju
- Eunice Kennedy Shriver National Institutes of Child Health and Human Development, National Institutes of Health, Bethesda, MD.
| | | | - Saroj Saigal
- National Heart, Lung, and Blood Institute, Bethesda, MD
| | | | - Marva Moxey-Mims
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD
| | - Sonia Buist
- Oregon Health & Sciences University, Portland, OR
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23
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Guo T, Duerden EG, Adams E, Chau V, Branson HM, Chakravarty MM, Poskitt KJ, Synnes A, Grunau RE, Miller SP. Quantitative assessment of white matter injury in preterm neonates: Association with outcomes. Neurology 2017; 88:614-622. [PMID: 28100727 DOI: 10.1212/wnl.0000000000003606] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Accepted: 09/29/2016] [Indexed: 01/27/2023] Open
Abstract
OBJECTIVE To quantitatively assess white matter injury (WMI) volume and location in very preterm neonates, and to examine the association of lesion volume and location with 18-month neurodevelopmental outcomes. METHODS Volume and location of WMI was quantified on MRI in 216 neonates (median gestational age 27.9 weeks) who had motor, cognitive, and language assessments at 18 months corrected age (CA). Neonates were scanned at 32.1 postmenstrual weeks (median) and 68 (31.5%) had WMI; of 66 survivors, 58 (87.9%) had MRI and 18-month outcomes. WMI was manually segmented and transformed into a common image space, accounting for intersubject anatomical variability. Probability maps describing the likelihood of a lesion predicting adverse 18-month outcomes were developed. RESULTS WMI occurs in a characteristic topology, with most lesions occurring in the periventricular central region, followed by posterior and frontal regions. Irrespective of lesion location, greater WMI volumes predicted poor motor outcomes (p = 0.001). Lobar regional analysis revealed that greater WMI volumes in frontal, parietal, and temporal lobes have adverse motor outcomes (all, p < 0.05), but only frontal WMI volumes predicted adverse cognitive outcomes (p = 0.002). To account for lesion location and volume, voxel-wise odds ratio (OR) maps demonstrate that frontal lobe lesions predict adverse cognitive and language development, with maximum odds ratios (ORs) of 78.9 and 17.5, respectively, while adverse motor outcomes are predicted by widespread injury, with maximum OR of 63.8. CONCLUSIONS The predictive value of frontal lobe WMI volume highlights the importance of lesion location when considering the neurodevelopmental significance of WMI. Frontal lobe lesions are of particular concern.
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Affiliation(s)
- Ting Guo
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Emma G Duerden
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Elysia Adams
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Vann Chau
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Helen M Branson
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - M Mallar Chakravarty
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Kenneth J Poskitt
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Anne Synnes
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Ruth E Grunau
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada
| | - Steven P Miller
- From Neurosciences and Mental Health (T.G., E.G.D., V.C., S.P.M.), The Hospital for Sick Children Research Institute; Departments of Paediatrics (T.G., E.G.D., E.A., V.C., S.P.M.) and Diagnostic Imaging (H.M.B.), The Hospital for Sick Children and the University of Toronto; Cerebral Imaging Centre (M.M.C.), Douglas Mental Health Research Institute, Verdun; Department of Psychiatry (M.M.C.) and Biological and Biomedical Engineering (M.M.C.), McGill University, Montreal; and Department of Pediatrics (K.J.P., A.S., R.E.G.), University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, Canada.
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