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Michielse S, Gronenschild E, Domen P, van Os J, Marcelis M. The details of structural disconnectivity in psychotic disorder: A family-based study of non-FA diffusion weighted imaging measures. Brain Res 2017; 1671:121-130. [PMID: 28709907 DOI: 10.1016/j.brainres.2017.07.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 05/01/2017] [Accepted: 07/04/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Diffusion tensor imaging (DTI) studies in psychotic disorder have shown reduced FA, often interpreted as disturbed white matter integrity. The observed 'dysintegrity' may be of multifactorial origin, as changes in FA are thought to reflect a combination of changes in myelination, fiber organization and number of axons. Examining the structural substrate of the diffusion tensor in individuals with (risk for) psychotic disorder may provide better understanding of the underlying structural changes. METHODS DTI scans were acquired from 85 patients with psychotic disorder, 93 siblings of patients with psychotic disorder and 80 controls. Cross-sectional group comparisons were performed using Tract-Based Spatial Statistics (TBSS) on six DTI measures: axial diffusivity (AXD), radial diffusivity (RD), mean diffusivity (MD), and the case linear (CL), case planar (CP) and case spherical (CS) tensor shape measures. RESULTS AXD did not differ between the groups. RD and CS values were significantly increased in patients compared to controls and siblings, with no significant differences between the latter two groups. MD was higher in patients compared to controls (but not siblings), with no difference between siblings and controls. CL was smaller in patients than in siblings and controls, and CP was smaller in both patients and siblings as compared to controls. CONCLUSION The differences between individuals with psychotic disorder and healthy controls, derived from detailed diffusion data analyses, suggest less fiber orientation and increased free water movement in the patients. There was some evidence for association with familial risk expressed by decreased fiber orientation.
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Affiliation(s)
- Stijn Michielse
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience, EURON, Maastricht University Medical Centre, PO Box 616, 6200 MD Maastricht, The Netherlands.
| | - Ed Gronenschild
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience, EURON, Maastricht University Medical Centre, PO Box 616, 6200 MD Maastricht, The Netherlands
| | - Patrick Domen
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience, EURON, Maastricht University Medical Centre, PO Box 616, 6200 MD Maastricht, The Netherlands
| | - Jim van Os
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience, EURON, Maastricht University Medical Centre, PO Box 616, 6200 MD Maastricht, The Netherlands; King's College London, King's Health Partners, Department of Psychosis Studies, Institute of Psychiatry, London, UK; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Machteld Marcelis
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience, EURON, Maastricht University Medical Centre, PO Box 616, 6200 MD Maastricht, The Netherlands; Institute for Mental Health Care Eindhoven (GGzE), Eindhoven, The Netherlands
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Fitzgerald J, Leemans A, Kehoe E, O'Hanlon E, Gallagher L, McGrath J. Abnormal fronto-parietal white matter organisation in the superior longitudinal fasciculus branches in autism spectrum disorders. Eur J Neurosci 2017; 47:652-661. [DOI: 10.1111/ejn.13655] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 07/13/2017] [Accepted: 07/13/2017] [Indexed: 11/27/2022]
Affiliation(s)
- Jacqueline Fitzgerald
- Department of Psychiatry; School of Medicine; Trinity College Dublin; Dublin Ireland
- Trinity College Institute of Neuroscience; Trinity College Dublin; Lloyd Building Dublin Ireland
| | - Alexander Leemans
- Image Sciences Institute; University Medical Center Utrecht; Utrecht The Netherlands
| | - Elizabeth Kehoe
- Trinity College Institute of Neuroscience; Trinity College Dublin; Lloyd Building Dublin Ireland
| | - Erik O'Hanlon
- Trinity College Institute of Neuroscience; Trinity College Dublin; Lloyd Building Dublin Ireland
- Department of Psychiatry; Royal College of Surgeons in Ireland; Dublin Ireland
| | - Louise Gallagher
- Department of Psychiatry; School of Medicine; Trinity College Dublin; Dublin Ireland
- Linndara Child and Adolescent Mental Health Service; Dublin Ireland
| | - Jane McGrath
- Department of Psychiatry; School of Medicine; Trinity College Dublin; Dublin Ireland
- Linndara Child and Adolescent Mental Health Service; Dublin Ireland
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Choe AS, Sadowsky CL, Smith SA, van Zijl PCM, Pekar JJ, Belegu V. Subject-specific regional measures of water diffusion are associated with impairment in chronic spinal cord injury. Neuroradiology 2017; 59:747-758. [PMID: 28597208 DOI: 10.1007/s00234-017-1860-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 05/28/2017] [Indexed: 12/14/2022]
Abstract
PURPOSE We aimed to identify non-invasive imaging parameters that can serve as biomarkers for the integrity of the spinal cord, which is paramount to neurological function. Diffusion tensor imaging (DTI) indices are sensitive to axonal and myelin damage, and have strong potential to serve as such biomarkers. However, averaging DTI indices over large regions of interest (ROIs), a common approach to analyzing the images of injured spinal cord, leads to loss of subject-specific information. We investigated if DTI-tractography-driven, subject-specific demarcation approach can yield measures that are more specific to impairment. METHODS In 18 individuals with chronic spinal cord injury (SCI), subject-specific demarcation of the injury region was performed using DTI tractography, which yielded three regions relative to injury (RRI; regions superior to, at, and below injury epicenter). DTI indices averaged over each RRI were correlated with measures of residual motor and sensory function, obtained using the International Standard of Neurological Classification for Spinal Cord Injury (ISNCSCI). RESULTS Total ISNCSCI score (ISNCSCI-tot; sum of ISNCSCI motor and sensory scores) was significantly (p < 0.05) correlated with fractional anisotropy and axial and radial diffusivities. ISNCSCI-tot showed strongest correlation with indices measured from the region inferior to the injury epicenter (IRRI), the degree of which exceeded that of those measured from the entire cervical cord-suggesting contribution from Wallerian degeneration. CONCLUSION DTI tractography-driven, subject-specific injury demarcation approach provided measures that were more specific to impairment. Notably, DTI indices obtained from the IRRI region showed the highest specificity to impairment, demonstrating their strong potential as biomarkers for the SCI severity.
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Affiliation(s)
- Ann S Choe
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA. .,F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 707 North Broadway, Baltimore, MD, 21205, USA.
| | - Cristina L Sadowsky
- International Center for Spinal Cord Injury, Kennedy Krieger Institute, Baltimore, MD, 21205, USA.,Physical Medicine and Rehabilitation, Kennedy Krieger Institute, Baltimore, MD, 21205, USA
| | - Seth A Smith
- Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, 37235, USA.,Vanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, 37235, USA
| | - Peter C M van Zijl
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA.,F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 707 North Broadway, Baltimore, MD, 21205, USA
| | - James J Pekar
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA.,F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 707 North Broadway, Baltimore, MD, 21205, USA
| | - Visar Belegu
- International Center for Spinal Cord Injury, Kennedy Krieger Institute, Baltimore, MD, 21205, USA.,Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
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Age-related changes of white matter association tracts in normal children throughout adulthood: a diffusion tensor tractography study. Neuroradiology 2017; 59:715-724. [PMID: 28580531 DOI: 10.1007/s00234-017-1858-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 05/22/2017] [Indexed: 12/22/2022]
Abstract
PURPOSE The aim of this study is to study the age, gender and lateral asymmetry-related white matter changes of long association tracts throughout late childhood and adolescence into adulthood using diffusion tensor tractography (DTT). METHODS DTT was performed in 44 healthy subjects aged 7-45 years. Fractional anisotropy (FA), radial diffusivity (RD), axial diffusivity (AD), Trace, density and volume were calculated for long association tracts, namely the inferior fronto-occipital fasciculus (IFOF), inferior longitudinal fasciculus (ILF), uncinate fasciculus, superior longitudinal fasciculus (SLF) and its arcuate fibres. FA and diffusivity indices were correlated as function of age using Pearson correlation test. Comparison between males and females, and comparison between both hemispheres among all participants were also performed. A p value less than .01 was considered significant. RESULTS The majority of the examined tracts (SLF and IFOF of both hemispheres, and the arcuate fasciculus, uncinate fasciculus, and ILF of the left hemisphere) followed a common pattern of metric changes with age. This pattern was characterized by significant FA increase accompanied by reduction in RD, Trace without significant AD changes. The right arcuate fasciculus showed similar pattern but without significant FA changes. The right uncinate and right ILF fasciculus demonstrated significant reduction in RD, Trace and AD, with and without significant FA increase, respectively. Left hemispheric dominance regarding the FA and diffusivity indices was demonstrated in uncinate fasciculus with no significant gender-related differences. CONCLUSION Significant microstructural tract-specific maturation processes continue throughout late childhood into adulthood. These processes may represent stages in a cascade of age-related maturation in white matter microstructure.
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Friedrichs-Maeder CL, Griffa A, Schneider J, Hüppi PS, Truttmann A, Hagmann P. Exploring the role of white matter connectivity in cortex maturation. PLoS One 2017; 12:e0177466. [PMID: 28545040 PMCID: PMC5435226 DOI: 10.1371/journal.pone.0177466] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 04/27/2017] [Indexed: 12/18/2022] Open
Abstract
The maturation of the cortical gray matter (GM) and white matter (WM) are described as sequential processes following multiple, but distinct rules. However, neither the mechanisms driving brain maturation processes, nor the relationship between GM and WM maturation are well understood. Here we use connectomics and two MRI measures reflecting maturation related changes in cerebral microstructure, namely the Apparent Diffusion Coefficient (ADC) and the T1 relaxation time (T1), to study brain development. We report that the advancement of GM and WM maturation are inter-related and depend on the underlying brain connectivity architecture. Particularly, GM regions and their incident WM connections show corresponding maturation levels, which is also observed for GM regions connected through a WM tract. Based on these observations, we propose a simple computational model supporting a key role for the connectome in propagating maturation signals sequentially from external stimuli, through primary sensory structures to higher order functional cortices.
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Affiliation(s)
| | - Alessandra Griffa
- Department of Radiology, Centre Hospitalier Universitaire Vaudoise (CHUV), Lausanne, Switzerland
- Signal Processing Laboratory (LTSS), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Juliane Schneider
- Clinic of Neonatology and Follow-up, Department of Pediatrics, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
- Division of Neurology, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Petra Susan Hüppi
- Division of Development and Growth, Department of Pediatrics, University of Geneva, Geneva, Switzerland
| | - Anita Truttmann
- Clinic of Neonatology and Follow-up, Department of Pediatrics, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Patric Hagmann
- Department of Radiology, Centre Hospitalier Universitaire Vaudoise (CHUV), Lausanne, Switzerland
- Signal Processing Laboratory (LTSS), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
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56
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Global white matter microstructural abnormalities associated with addiction liability score in drug naïve youth. Brain Imaging Behav 2017; 12:274-283. [PMID: 28271440 DOI: 10.1007/s11682-017-9679-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Abnormalities in brain white matter (WM) structure have been reported in youths having a family history of substance use disorders (SUDs). It was hypothesized that these abnormalities constitute features of the liability for SUDs transmitted across generations. The association between severity of intergenerational risk for SUD, measured by the Transmissible Liability Index (TLI), and white matter microstructure was examined. Diffusion tensor imaging (DTI) measured WM microstructure in forty-four drug-naïve 10-14 year-olds (N = 19 with parental SUD). Metrics of WM microstructure (i.e., fractional anisotropy, radial diffusivity, mean diffusivity and axial diffusivity) were quantified across the whole brain and in four tracts of interest: anterior corona radiata, superior and inferior longitudinal fasciculi and superior fronto-occipital fasciculi. The TLI was completed by the youths, their parents and, when available, their teachers. The relationship between WM structure and TLI score across the entire group was evaluated using linear multiple regression and between group comparisons were also examined. Fractional anisotropy and radial diffusivity in multiple tracts across the brain were significantly associated with TLI scores. Confirming and extending prior research, the findings indicate that global atypicality in WM tracts was linearly related to liability for eventual SUD development in drug naïve youths.
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Smith KW, Gierski F, Andre J, Dowell NG, Cercignani M, Naassila M, Duka T. Altered white matter integrity in whole brain and segments of corpus callosum, in young social drinkers with binge drinking pattern. Addict Biol 2017; 22:490-501. [PMID: 26687067 DOI: 10.1111/adb.12332] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 08/07/2015] [Accepted: 10/21/2015] [Indexed: 11/28/2022]
Abstract
Binge drinking is associated with impaired cognitive functioning, but the relationship of cognitive impairments and white matter integrity is less known. We used diffusion tensor imaging (DTI) to investigate the relationships of binge drinking, whole brain white matter integrity and cognitive performance during young adulthood (18 to 25 years), a period of continued brain development in two sessions 1 year apart. Binge drinkers (n = 20) and non-binge drinkers (n = 20) underwent DTI and completed measures of spatial working memory and motor impulsivity. Fractional anisotropy (FA), a measure derived from DTI, was estimated from whole brain and from five segments of the corpus callosum (CC): prefrontal, premotor/supplementary motor, motor, (SMA) sensory and parietal/temporal/occipital (PTO). FA was lower for binge than for non-binge men but not women at Session 1 and 2 for all measurements except for FA in the motor segment, which was significantly increased from Session 1 to Session 2. Lower FA in the prefrontal and PTO CC segments was associated with higher binge score, whereas lower FA in all five segments was associated with greater drug use in men and worse spatial working memory both in men and women. These findings extend the literature by showing that in early adulthood, binge drinking and drug use are linked with degradations in neural white matter and that compromised white matter at this period of brain development is linked with impaired cognitive functioning.
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Affiliation(s)
- Kathleen W. Smith
- Behavioural and Clinical Neuroscience, School of Psychology; University of Sussex; Brighton UK
- Groupe de Recherche sur l'Alcool et les Pharmacodépendances, Equipe Région INSERM 24; Université de Picardie Jules Verne; Amiens France
| | - Fabien Gierski
- Cognition, Health, Socialization Laboratory (C2S, EA6291); University of Reims; Reims France
| | - Judith Andre
- Groupe de Recherche sur l'Alcool et les Pharmacodépendances, Equipe Région INSERM 24; Université de Picardie Jules Verne; Amiens France
| | - Nicholas G. Dowell
- Clinical Imaging Sciences Centre, Brighton and Sussex Medical School; University of Sussex; Brighton UK
| | - Mara Cercignani
- Clinical Imaging Sciences Centre, Brighton and Sussex Medical School; University of Sussex; Brighton UK
| | - Mickaël Naassila
- Groupe de Recherche sur l'Alcool et les Pharmacodépendances, Equipe Région INSERM 24; Université de Picardie Jules Verne; Amiens France
| | - Theodora Duka
- Behavioural and Clinical Neuroscience, School of Psychology; University of Sussex; Brighton UK
- Clinical Imaging Sciences Centre, Brighton and Sussex Medical School; University of Sussex; Brighton UK
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Changes in White Matter Organization in Adolescent Offspring of Schizophrenia Patients. Neuropsychopharmacology 2017; 42:495-501. [PMID: 27440007 PMCID: PMC5399227 DOI: 10.1038/npp.2016.130] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 07/04/2016] [Accepted: 07/14/2016] [Indexed: 11/08/2022]
Abstract
Schizophrenia is associated with frontostriatal network impairments underlying clinical and cognitive symptoms. We previously found disruptions in anatomical pathways, including the tract connecting the left nucleus accumbens and left dorsolateral prefrontal cortex (DLPFC). Similar deficits are observed in unaffected siblings of schizophrenia patients, indicating that these deficits are linked to a genetic vulnerability for the disorder. Frontostriatal tract disruptions may arise during adolescence, preceding the clinical manifestation of the disorder. However, to date, no studies have been performed to investigate frontostriatal tract connections in adolescents who are at increased familial risk for schizophrenia. In this study, we investigate the impact of familial risk on frontostriatal tract connections using diffusion tensor imaging in 27 adolescent offspring of schizophrenia patients and 32 matched control adolescents, aged 10-18 years. Mean fractional anisotropy (FA) was calculated for the tracts connecting the striatum (caudate nucleus, putamen, nucleus accumbens) and frontal cortex regions (DLPFC, medial orbital frontal cortex, inferior frontal gyrus). As expected, based on siblings data, we found an impact of familial risk on frontostriatal development: schizophrenia offspring showed increased FA in the tracts connecting nucleus accumbens and DLPFC as compared with control adolescents. Moreover, while FA increased across age in control adolescents, it did not in schizophrenia offspring. We did not find differences in FA in other frontostriatal tracts. These results indicate altered development of white matter in subjects who are at familial risk for schizophrenia and may precede frontostriatal white matter alterations in adult schizophrenia patients and siblings.
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Huang L, Kutch JJ, Ellingson BM, Martucci KT, Harris RE, Clauw DJ, Mackey S, Mayer EA, Schaeffer AJ, Apkarian AV, Farmer MA. Brain white matter changes associated with urological chronic pelvic pain syndrome: multisite neuroimaging from a MAPP case-control study. Pain 2016; 157:2782-2791. [PMID: 27842046 PMCID: PMC5117992 DOI: 10.1097/j.pain.0000000000000703] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Clinical phenotyping of urological chronic pelvic pain syndromes (UCPPSs) in men and women have focused on end organ abnormalities to identify putative clinical subtypes. Initial evidence of abnormal brain function and structure in male pelvic pain has necessitated large-scale, multisite investigations into potential UCPPS brain biomarkers. We present the first evidence of regional white matter (axonal) abnormalities in men and women with UCPPS, compared with positive (irritable bowel syndrome, IBS) and healthy controls. Epidemiological and neuroimaging data were collected from participants with UCPPS (n = 52), IBS (n = 39), and healthy sex- and age-matched controls (n = 61). White matter microstructure, measured as fractional anisotropy (FA), was examined by diffusion tensor imaging. Group differences in regional FA positively correlated with pain severity, including segments of the right corticospinal tract and right anterior thalamic radiation. Increased corticospinal FA was specific and sensitive to UCPPS, positively correlated with pain severity, and reflected sensory (not affective) features of pain. Reduced anterior thalamic radiation FA distinguished patients with IBS from those with UCPPS and controls, suggesting greater microstructural divergence from normal tract organization. Findings confirm that regional white matter abnormalities characterize UCPPS and can distinguish between visceral diagnoses, suggesting that regional axonal microstructure is either altered with ongoing pain or predisposes its development.
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Affiliation(s)
- Lejian Huang
- Department of Physiology, Northwestern University, Feinberg School of Medicine, Chicago, IL
| | - Jason J. Kutch
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
| | - Benjamin M. Ellingson
- Oppenheimer Center for Neurobiology of Stress and Pain, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA
| | - Katherine T. Martucci
- Departments of Anesthesiology, Perioperative and Pain Medicine, Division of Pain Medicine, Stanford University Medical Center, Stanford, CA
| | - Richard E. Harris
- Department of Anesthesiology, and the Chronic Pain and Fatigue Research Center, University of Michigan, Ann Arbor, MI
| | - Daniel J. Clauw
- Department of Anesthesiology, and the Chronic Pain and Fatigue Research Center, University of Michigan, Ann Arbor, MI
| | - Sean Mackey
- Departments of Anesthesiology, Perioperative and Pain Medicine, Division of Pain Medicine, Stanford University Medical Center, Stanford, CA
| | - Emeran A. Mayer
- Oppenheimer Center for Neurobiology of Stress and Pain, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, CA
| | - Anthony J. Schaeffer
- Department of Urology, Northwestern University, Feinberg School of Medicine, Chicago, IL
| | - A. Vania Apkarian
- Department of Physiology, Northwestern University, Feinberg School of Medicine, Chicago, IL
- Departments of Surgery and Anesthesia, Northwestern University, Feinberg School of Medicine, Chicago, IL
| | - Melissa A. Farmer
- Department of Physiology, Northwestern University, Feinberg School of Medicine, Chicago, IL
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Lander SS, Linder-Shacham D, Gaisler-Salomon I. Differential effects of social isolation in adolescent and adult mice on behavior and cortical gene expression. Behav Brain Res 2016; 316:245-254. [PMID: 27618762 DOI: 10.1016/j.bbr.2016.09.005] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Revised: 08/07/2016] [Accepted: 09/02/2016] [Indexed: 12/15/2022]
Abstract
Intact function of the medial prefrontal cortex (mPFC) function relies on proper development of excitatory and inhibitory neuronal populations and on integral myelination processes. Social isolation (SI) affects behavior and brain circuitry in adulthood, but previous rodent studies typically induced prolonged (post-weaning) exposure and failed to directly compare between the effects of SI in adolescent and adulthood. Here, we assessed the impact of a 3-week SI period, starting in mid-adolescence (around the onset of puberty) or adulthood, on a wide range of behaviors in adult male mice. Additionally, we asked whether adolescent SI would differentially affect the expression of excitatory and inhibitory neuronal markers and myelin-related genes in mPFC. Our findings indicate that mid-adolescent or adult SI increase anxiogenic behavior and locomotor activity. However, SI in adolescence uniquely affects the response to the psychotomimetic drug amphetamine, social and novelty exploration and performance in reversal and attentional set shifting tasks. Furthermore, adolescent but not adult SI increased the expression of glutamate markers in the adult mPFC. Our results imply that adolescent social deprivation is detrimental for normal development and may be particularly relevant to the investigation of developmental psychopathology.
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Affiliation(s)
- Sharon S Lander
- Haifa University, Psychology Dept., 199 Aba Khoushy Ave., Mount Carmel, Haifa 3498838, Israel
| | - Donna Linder-Shacham
- Haifa University, Psychology Dept., 199 Aba Khoushy Ave., Mount Carmel, Haifa 3498838, Israel
| | - Inna Gaisler-Salomon
- Haifa University, Psychology Dept., 199 Aba Khoushy Ave., Mount Carmel, Haifa 3498838, Israel; Columbia University, Neuroscience Dept., 1051 Riverside Drive 10032, USA.
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O'Hanlon E, Howley S, Prasad S, McGrath J, Leemans A, McDonald C, Garavan H, Murphy KC. Multimodal MRI reveals structural connectivity differences in 22q11 deletion syndrome related to impaired spatial working memory. Hum Brain Mapp 2016; 37:4689-4705. [PMID: 27511297 DOI: 10.1002/hbm.23337] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Revised: 05/09/2016] [Accepted: 07/25/2016] [Indexed: 11/09/2022] Open
Abstract
INTRODUCTION Impaired spatial working memory is a core cognitive deficit observed in people with 22q11 Deletion syndrome (22q11DS) and has been suggested as a candidate endophenotype for schizophrenia. However, to date, the neuroanatomical mechanisms describing its structural and functional underpinnings in 22q11DS remain unclear. We quantitatively investigate the cognitive processes and associated neuroanatomy of spatial working memory in people with 22q11DS compared to matched controls. We examine whether there are significant between-group differences in spatial working memory using task related fMRI, Voxel based morphometry and white matter fiber tractography. MATERIALS AND METHODS Multimodal magnetic resonance imaging employing functional, diffusion and volumetric techniques were used to quantitatively assess the cognitive and neuroanatomical features of spatial working memory processes in 22q11DS. Twenty-six participants with genetically confirmed 22q11DS aged between 9 and 52 years and 26 controls aged between 8 and 46 years, matched for age, gender, and handedness were recruited. RESULTS People with 22q11DS have significant differences in spatial working memory functioning accompanied by a gray matter volume reduction in the right precuneus. Gray matter volume was significantly correlated with task performance scores in these areas. Tractography revealed extensive differences along fibers between task-related cortical activations with pronounced differences localized to interhemispheric commissural fibers within the parietal section of the corpus callosum. CONCLUSIONS Abnormal spatial working memory in 22q11DS is associated with aberrant functional activity in conjunction with gray and white matter structural abnormalities. These anomalies in discrete brain regions may increase susceptibility to the development of psychiatric disorders such as schizophrenia. Hum Brain Mapp 37:4689-4705, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Erik O'Hanlon
- Department of Psychiatry, Royal College of Surgeons in Ireland, Educational and Research Centre, Beaumont Hospital, Dublin 9, Ireland.,School of Psychology and Institute of Neuroscience, Trinity College, Dublin 2, Ireland
| | - Sarah Howley
- Department of Psychiatry, Royal College of Surgeons in Ireland, Educational and Research Centre, Beaumont Hospital, Dublin 9, Ireland
| | - Sarah Prasad
- Department of Psychiatry, Royal College of Surgeons in Ireland, Educational and Research Centre, Beaumont Hospital, Dublin 9, Ireland
| | - Jane McGrath
- School of Psychology and Institute of Neuroscience, Trinity College, Dublin 2, Ireland
| | - Alexander Leemans
- Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Colm McDonald
- Department of Psychiatry, National University of Ireland, Galway, Ireland
| | - Hugh Garavan
- School of Psychology and Institute of Neuroscience, Trinity College, Dublin 2, Ireland.,Departments of Psychiatry and Psychology, University of Vermont, Vermont, USA
| | - Kieran C Murphy
- Department of Psychiatry, Royal College of Surgeons in Ireland, Educational and Research Centre, Beaumont Hospital, Dublin 9, Ireland
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Takaya S, Liu H, Greve DN, Tanaka N, Leveroni C, Cole AJ, Stufflebeam SM. Altered anterior-posterior connectivity through the arcuate fasciculus in temporal lobe epilepsy. Hum Brain Mapp 2016; 37:4425-4438. [PMID: 27452151 DOI: 10.1002/hbm.23319] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 07/04/2016] [Accepted: 07/07/2016] [Indexed: 11/09/2022] Open
Abstract
How the interactions between cortices through a specific white matter pathway change during cognitive processing in patients with epilepsy remains unclear. Here, we used surface-based structural connectivity analysis to examine the change in structural connectivity with Broca's area/the right Broca's homologue in the lateral temporal and inferior parietal cortices through the arcuate fasciculus (AF) in 17 patients with left temporal lobe epilepsy (TLE) compared with 17 healthy controls. Then, we investigated its functional relevance to the changes in task-related responses and task-modulated functional connectivity with Broca's area/the right Broca's homologue during a semantic classification task of a single word. The structural connectivity through the AF pathway and task-modulated functional connectivity with Broca's area decreased in the left midtemporal cortex. Furthermore, task-related response decreased in the left mid temporal cortex that overlapped with the region showing a decrease in the structural connectivity. In contrast, the region showing an increase in the structural connectivity through the AF overlapped with the regions showing an increase in task-modulated functional connectivity in the left inferior parietal cortex. These structural and functional changes in the overlapping regions were correlated. The results suggest that the change in the structural connectivity through the left frontal-temporal AF pathway underlies the altered functional networks between the frontal and temporal cortices during the language-related processing in patients with left TLE. The left frontal-parietal AF pathway might be employed to connect anterior and posterior brain regions during language processing and compensate for the compromised left frontal-temporal AF pathway. Hum Brain Mapp 37:4425-4438, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Shigetoshi Takaya
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Hesheng Liu
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Douglas N Greve
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Naoaki Tanaka
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Catherine Leveroni
- Harvard Medical School, Boston, Massachusetts.,Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | - Andrew J Cole
- Harvard Medical School, Boston, Massachusetts.,Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Steven M Stufflebeam
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts.,Harvard Medical School, Boston, Massachusetts
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63
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Vetreno RP, Yaxley R, Paniagua B, Crews FT. Diffusion tensor imaging reveals adolescent binge ethanol-induced brain structural integrity alterations in adult rats that correlate with behavioral dysfunction. Addict Biol 2016; 21:939-53. [PMID: 25678360 DOI: 10.1111/adb.12232] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Adolescence is characterized by considerable brain maturation that coincides with the development of adult behavior. Binge drinking is common during adolescence and can have deleterious effects on brain maturation because of the heightened neuroplasticity of the adolescent brain. Using an animal model of adolescent intermittent ethanol [AIE; 5.0 g/kg, intragastric, 20 percent EtOH w/v; 2 days on/2 days off from postnatal day (P)25 to P55], we assessed the adult brain structural volumes and integrity on P80 and P220 using diffusion tensor imaging (DTI). While we did not observe a long-term effect of AIE on structural volumes, AIE did reduce axial diffusivity (AD) in the cerebellum, hippocampus and neocortex. Radial diffusivity (RD) was reduced in the hippocampus and neocortex of AIE-treated animals. Prior AIE treatment did not affect fractional anisotropy (FA), but did lead to long-term reductions of mean diffusivity (MD) in both the cerebellum and corpus callosum. AIE resulted in increased anxiety-like behavior and diminished object recognition memory, the latter of which was positively correlated with DTI measures. Across aging, whole brain volumes increased, as did volumes of the corpus callosum and neocortex. This was accompanied by age-associated AD reductions in the cerebellum and neocortex as well as RD and MD reductions in the cerebellum. Further, we found that FA increased in both the cerebellum and corpus callosum as rats aged from P80 to P220. Thus, both age and AIE treatment caused long-term changes to brain structural integrity that could contribute to cognitive dysfunction.
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Affiliation(s)
- Ryan P. Vetreno
- The Bowles Center for Alcohol Studies; Department of Psychiatry; The University of North Carolina at Chapel Hill; Chapel Hill NC USA
| | - Richard Yaxley
- The Bowles Center for Alcohol Studies; Department of Psychiatry; The University of North Carolina at Chapel Hill; Chapel Hill NC USA
| | - Beatriz Paniagua
- The Bowles Center for Alcohol Studies; Department of Psychiatry; The University of North Carolina at Chapel Hill; Chapel Hill NC USA
| | - Fulton T. Crews
- The Bowles Center for Alcohol Studies; Department of Psychiatry; The University of North Carolina at Chapel Hill; Chapel Hill NC USA
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64
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Zhang F, Liu C, Qian L, Hou H, Guo Z. Diffusion Tensor Imaging of White Matter Injury Caused by Prematurity-Induced Hypoxic-Ischemic Brain Damage. Med Sci Monit 2016; 22:2167-74. [PMID: 27338673 PMCID: PMC4933547 DOI: 10.12659/msm.896471] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background This investigation aimed to evaluate changes in apparent diffusion coefficient (ADC) and fractional anisotropy (FA) of white matter injury (WMI) in preterm neonates with hypoxic-ischemic encephalopathy (HIE) using diffusion tension imaging (DTI). Material/Methods Thirty-eight neonates less than 37 weeks of gestation with leukoencephalopathy (as observation group) and 38 full-term infants with no leukoencephalopathy (as control group) were selected from the Neonatal Care Center in Taian Central Hospital from January 2012 to December 2013. A DTI scan was obtained within 1 week after birth. Results In the observation group, on both sides the ADC values in regions of interest (ROI) of white matter, lesions were greater and FA values were lower than in the control group. ADC and FA values in genu and splenum of corpus callosum were statistically different between the mild and severe injury groups (p<0.05). Conclusions This study demonstrates that DTI provides sensitive detection and early diagnosis of WMI in brains of premature infants with HIE.
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Affiliation(s)
- Fuyong Zhang
- , Taian City Central Hospital, Taian, Shandong, China (mainland)
| | - Chunli Liu
- , Taian City Central Hospital, Taian, Shandong, China (mainland)
| | - Linlin Qian
- , Taian City Central Hospital, Taian, Shandong, China (mainland)
| | - Haifeng Hou
- , Taishan Medical University, Taian, Shandong, China (mainland)
| | - Zhengyi Guo
- , Taian City Central Hospital, Taian, Shandong, China (mainland)
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65
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He X, Stefan M, Terranova K, Steinglass J, Marsh R. Altered White Matter Microstructure in Adolescents and Adults with Bulimia Nervosa. Neuropsychopharmacology 2016; 41:1841-8. [PMID: 26647975 PMCID: PMC4869053 DOI: 10.1038/npp.2015.354] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 11/12/2015] [Accepted: 12/04/2015] [Indexed: 12/29/2022]
Abstract
Previous data suggest structural and functional deficits in frontal control circuits in adolescents and adults with bulimia nervosa (BN), but less is known about the microstructure of white matter in these circuits early in the course of the disorder. Diffusion tensor imaging (DTI) data were acquired from 28 female adolescents and adults with BN and 28 age- and BMI-matched healthy female participants. Tract-based spatial statistics (TBSS) was used to detect group differences in white matter microstructure and explore the differential effects of age on white matter microstructure across groups. Significant reductions in fractional anisotropy (FA) were detected in the BN compared with healthy control group in multiple tracts including forceps minor and major, superior longitudinal, inferior fronto-occipital, and uncinate fasciculi, anterior thalamic radiation, cingulum, and corticospinal tract. FA reductions in forceps and frontotemporal tracts correlated inversely with symptom severity and Stroop interference in the BN group. These findings suggest that white matter microstructure is abnormal in BN in tracts extending through frontal and temporoparietal cortices, especially in those with the most severe symptoms. Age-related differences in both FA and RD in these tracts in BN compared with healthy individuals may represent an abnormal trajectory of white matter development that contributes to the persistence of functional impairments in self-regulation in BN.
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Affiliation(s)
- Xiaofu He
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, New York State Psychiatric Institute and College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - Mihaela Stefan
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, New York State Psychiatric Institute and College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - Kate Terranova
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, New York State Psychiatric Institute and College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - Joanna Steinglass
- Eating Disorders Research Unit, Department of Psychiatry, New York State Psychiatric Institute and College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - Rachel Marsh
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, New York State Psychiatric Institute and College of Physicians & Surgeons, Columbia University, New York, NY, USA,Eating Disorders Research Unit, Department of Psychiatry, New York State Psychiatric Institute and College of Physicians & Surgeons, Columbia University, New York, NY, USA,Division of Child and Adolescent Psychiatry in the Department of Psychiatry, Columbia University and New York State Psychiatric Institute, 1051 Riverside Drive, Unit 74, New York, NY 10032, USA, Tel: +1 646 774 5774, Fax: +1 212 543 0522, E-mail:
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66
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Liu K, Zhang T, Zhang Q, Sun Y, Wu J, Lei Y, Chu WCW, Mok VCT, Wang D, Shi L. Characterization of the Fiber Connectivity Profile of the Cerebral Cortex in Schizotypal Personality Disorder: A Pilot Study. Front Psychol 2016; 7:809. [PMID: 27303358 PMCID: PMC4884735 DOI: 10.3389/fpsyg.2016.00809] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 05/13/2016] [Indexed: 12/22/2022] Open
Abstract
Schizotypal personality disorder (SPD) is considered one of the classic disconnection syndromes. However, the specific cortical disconnectivity pattern has not been fully investigated. In this study, we aimed to explore significant alterations in whole-cortex structural connectivity in SPD individuals (SPDs) by combining the techniques of brain surface morphometry and white matter tractography. Diffusion and structural MR data were collected from 20 subjects with SPD (all males; age, 19.7 ± 0.9 years) and 18 healthy controls (all males; age, 20.3 ± 1.0 years). To measure the structural connectivity for a given unit area of the cortex, the fiber connectivity density (FiCD) value was proposed and calculated as the sum of the fractional anisotropy of all the fibers connecting to that unit area in tractography. Then, the resultant whole-cortex FiCD maps were compared in a vertex-wise manner between SPDs and controls. Compared with normal controls, SPDs showed significantly decreased FiCD in the rostral middle frontal gyrus (crossing BA 9 and BA 10) and significantly increased FiCD in the anterior part of the fusiform/inferior temporal cortex (P < 0.05, Monte Carlo simulation corrected). Moreover, the gray matter volume extracted from the left rostral middle frontal cluster was observed to be significantly greater in the SPD group (P = 0.02). Overall, this study identifies a decrease in connectivity in the left middle frontal cortex as a key neural deficit at the whole-cortex level in SPD, thus providing insight into its neuropathological basis.
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Affiliation(s)
- Kai Liu
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong Hong Kong, China
| | - Teng Zhang
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong Hong Kong, China
| | - Qing Zhang
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University Dalian, China
| | - Yueji Sun
- Department of Psychiatry and Behavioral Sciences, Dalian Medical University Dalian, China
| | - Jianlin Wu
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University Dalian, China
| | - Yi Lei
- Department of Radiology, The Second People's Hospital of Shenzhen Shenzhen, China
| | - Winnie C W Chu
- Department of Imaging and Interventional Radiology, The Chinese University of Hong KongHong Kong, China; Shenzhen Research Institute, The Chinese University of Hong KongShenzhen, China
| | - Vincent C T Mok
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong Hong Kong, China
| | - Defeng Wang
- Department of Imaging and Interventional Radiology, The Chinese University of Hong KongHong Kong, China; Shenzhen Research Institute, The Chinese University of Hong KongShenzhen, China; Research Center for Medical Image Computing, The Chinese University of Hong KongHong Kong, China
| | - Lin Shi
- Department of Medicine and Therapeutics, The Chinese University of Hong KongHong Kong, China; Chow Yuk Ho Technology Centre for Innovative Medicine, The Chinese University of Hong KongHong Kong, China
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67
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Moura LM, Crossley NA, Zugman A, Pan PM, Gadelha A, Del Aquilla MAG, Picon FA, Anés M, Amaro E, de Jesus Mari J, Miguel EC, Rohde LA, Bressan RA, McGuire P, Sato JR, Jackowski AP. Coordinated brain development: exploring the synchrony between changes in grey and white matter during childhood maturation. Brain Imaging Behav 2016; 11:808-817. [DOI: 10.1007/s11682-016-9555-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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68
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Age-effects in white matter using associated diffusion tensor imaging and magnetization transfer ratio during late childhood and early adolescence. Magn Reson Imaging 2016; 34:529-34. [DOI: 10.1016/j.mri.2015.12.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Accepted: 12/14/2015] [Indexed: 11/21/2022]
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69
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Navas-Sánchez FJ, Carmona S, Alemán-Gómez Y, Sánchez-González J, Guzmán-de-Villoria J, Franco C, Robles O, Arango C, Desco M. Cortical morphometry in frontoparietal and default mode networks in math-gifted adolescents. Hum Brain Mapp 2016; 37:1893-902. [PMID: 26917433 DOI: 10.1002/hbm.23143] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Revised: 01/12/2016] [Accepted: 02/08/2016] [Indexed: 12/19/2022] Open
Abstract
Math-gifted subjects are characterized by above-age performance in intelligence tests, exceptional creativity, and high task commitment. Neuroimaging studies reveal enhanced functional brain organization and white matter microstructure in the frontoparietal executive network of math-gifted individuals. However, the cortical morphometry of these subjects remains largely unknown. The main goal of this study was to compare the cortical morphometry of math-gifted adolescents with that of an age- and IQ-matched control group. We used surface-based methods to perform a vertex-wise analysis of cortical thickness and surface area. Our results show that math-gifted adolescents present a thinner cortex and a larger surface area in key regions of the frontoparietal and default mode networks, which are involved in executive processing and creative thinking, respectively. The combination of reduced cortical thickness and larger surface area suggests above-age neural maturation of these networks in math-gifted individuals. Hum Brain Mapp 37:1893-1902, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Francisco J Navas-Sánchez
- Departamento De Bioingeniería E Ingeniería Aeroespacial, Universidad Carlos III Madrid, Madrid, Spain.,Centro De Investigación Biomédica En Red De Salud Mental (CIBERSAM), Madrid, Spain
| | - Susana Carmona
- Departamento De Bioingeniería E Ingeniería Aeroespacial, Universidad Carlos III Madrid, Madrid, Spain
| | - Yasser Alemán-Gómez
- Departamento De Bioingeniería E Ingeniería Aeroespacial, Universidad Carlos III Madrid, Madrid, Spain.,Centro De Investigación Biomédica En Red De Salud Mental (CIBERSAM), Madrid, Spain
| | | | - Juan Guzmán-de-Villoria
- Departamento De Radiología, Hospital General Universitario Gregorio Marañón, Instituto De Investigación Biomédica Gregorio Marañón, Madrid, Spain
| | - Carolina Franco
- Departamento De Psiquiatría Infantil Y Adolescente, Hospital General Universitario Gregorio Marañón, Instituto De Investigación Biomédica Gregorio Marañón, Madrid, Spain
| | - Olalla Robles
- Departamento De Psiquiatría Infantil Y Adolescente, Hospital General Universitario Gregorio Marañón, Instituto De Investigación Biomédica Gregorio Marañón, Madrid, Spain.,Centro De Referencia Estatal De Atención Al Daño Cerebral (CEADAC), Madrid, Spain
| | - Celso Arango
- Centro De Investigación Biomédica En Red De Salud Mental (CIBERSAM), Madrid, Spain.,Departamento De Psiquiatría Infantil Y Adolescente, Hospital General Universitario Gregorio Marañón, Instituto De Investigación Biomédica Gregorio Marañón, Madrid, Spain.,Departamento De Psiquiatría, Facultad De Medicina, Universidad Complutense De Madrid, Madrid, Spain
| | - Manuel Desco
- Departamento De Bioingeniería E Ingeniería Aeroespacial, Universidad Carlos III Madrid, Madrid, Spain.,Centro De Investigación Biomédica En Red De Salud Mental (CIBERSAM), Madrid, Spain.,Unidad De Medicina Y Cirugía Experimental, Hospital General Universitario Gregorio Marañón, Instituto De Investigación Sanitaria Gregorio Marañón, Madrid, Spain
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70
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Najt P, Wang F, Spencer L, Johnston JAY, Cox Lippard ET, Pittman BP, Lacadie C, Staib LH, Papademetris X, Blumberg HP. Anterior Cortical Development During Adolescence in Bipolar Disorder. Biol Psychiatry 2016; 79:303-10. [PMID: 26033826 PMCID: PMC4595154 DOI: 10.1016/j.biopsych.2015.03.026] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Revised: 03/25/2015] [Accepted: 03/29/2015] [Indexed: 12/23/2022]
Abstract
BACKGROUND Increasing evidence supports a neurodevelopmental model for bipolar disorder (BD), with adolescence as a critical period in its development. Developmental abnormalities of anterior paralimbic and heteromodal frontal cortices, key structures in emotional regulation processes and central in BD, are implicated. However, few longitudinal studies have been conducted, limiting understanding of trajectory alterations in BD. In this study, we performed longitudinal neuroimaging of adolescents with and without BD and assessed volume changes over time, including changes in tissue overall and within gray and white matter. Larger decreases over time in anterior cortical volumes in the adolescents with BD were hypothesized. Gray matter decreases and white matter increases are typically observed during adolescence in anterior cortices. It was hypothesized that volume decreases over time in BD would reflect alterations in those processes, showing larger gray matter contraction and decreased white matter expansion. METHODS Two high-resolution magnetic resonance imaging scans were obtained approximately 2 years apart for 35 adolescents with bipolar I disorder (BDI) and 37 healthy adolescents. Differences over time between groups were investigated for volume overall and specifically for gray and white matter. RESULTS Relative to healthy adolescents, adolescents with BDI showed greater volume contraction over time in a region including insula and orbitofrontal, rostral, and dorsolateral prefrontal cortices (p < .05, corrected), including greater gray matter contraction and decreased white matter expansion over time, in the BD compared with the healthy group. CONCLUSIONS The findings support neurodevelopmental abnormalities during adolescence in BDI in anterior cortices, including altered developmental trajectories of anterior gray and white matter.
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Affiliation(s)
- Pablo Najt
- Departments of Psychiatry, New Haven, Connecticut
| | - Fei Wang
- Departments of Psychiatry, New Haven, Connecticut
| | | | | | | | | | | | - Lawrence H Staib
- Diagnostic Radiology, New Haven, Connecticut.; Electrical Engineering, New Haven, Connecticut
| | - Xenophon Papademetris
- Diagnostic Radiology, New Haven, Connecticut.; Biomedical Engineering, New Haven, Connecticut
| | - Hilary P Blumberg
- Departments of Psychiatry, New Haven, Connecticut.; Diagnostic Radiology, New Haven, Connecticut.; Child Study Center, Yale School of Medicine, New Haven, Connecticut..
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71
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Pohl KM, Sullivan EV, Rohlfing T, Chu W, Kwon D, Nichols BN, Zhang Y, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Schirda C, Nagel BJ, Pfefferbaum A. Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study. Neuroimage 2016; 130:194-213. [PMID: 26872408 DOI: 10.1016/j.neuroimage.2016.01.061] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Revised: 01/23/2016] [Accepted: 01/28/2016] [Indexed: 01/18/2023] Open
Abstract
Neurodevelopment continues through adolescence, with notable maturation of white matter tracts comprising regional fiber systems progressing at different rates. To identify factors that could contribute to regional differences in white matter microstructure development, large samples of youth spanning adolescence to young adulthood are essential to parse these factors. Recruitment of adequate samples generally relies on multi-site consortia but comes with the challenge of merging data acquired on different platforms. In the current study, diffusion tensor imaging (DTI) data were acquired on GE and Siemens systems through the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA), a multi-site study designed to track the trajectories of regional brain development during a time of high risk for initiating alcohol consumption. This cross-sectional analysis reports baseline Tract-Based Spatial Statistic (TBSS) of regional fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (L1), and radial diffusivity (LT) from the five consortium sites on 671 adolescents who met no/low alcohol or drug consumption criteria and 132 adolescents with a history of exceeding consumption criteria. Harmonization of DTI metrics across manufacturers entailed the use of human-phantom data, acquired multiple times on each of three non-NCANDA participants at each site's MR system, to determine a manufacturer-specific correction factor. Application of the correction factor derived from human phantom data measured on MR systems from different manufacturers reduced the standard deviation of the DTI metrics for FA by almost a half, enabling harmonization of data that would have otherwise carried systematic error. Permutation testing supported the hypothesis of higher FA and lower diffusivity measures in older adolescents and indicated that, overall, the FA, MD, and L1 of the boys were higher than those of the girls, suggesting continued microstructural development notable in the boys. The contribution of demographic and clinical differences to DTI metrics was assessed with General Additive Models (GAM) testing for age, sex, and ethnicity differences in regional skeleton mean values. The results supported the primary study hypothesis that FA skeleton mean values in the no/low-drinking group were highest at different ages. When differences in intracranial volume were covaried, FA skeleton mean reached a maximum at younger ages in girls than boys and varied in magnitude with ethnicity. Our results, however, did not support the hypothesis that youth who exceeded exposure criteria would have lower FA or higher diffusivity measures than the no/low-drinking group; detecting the effects of excessive alcohol consumption during adolescence on DTI metrics may require longitudinal study.
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Affiliation(s)
- Kilian M Pohl
- Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Edith V Sullivan
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States.
| | - Torsten Rohlfing
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Weiwei Chu
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Dongjin Kwon
- Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - B Nolan Nichols
- Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Yong Zhang
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Sandra A Brown
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Susan F Tapert
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States; Veterans Affairs San Diego Healthcare System, La Jolla, CA, United States
| | - Kevin Cummins
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Wesley K Thompson
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Ty Brumback
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Ian M Colrain
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Fiona C Baker
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Devin Prouty
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Michael D De Bellis
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States
| | - James T Voyvodic
- Department of Radiology, Duke University School of Medicine, Durham, NC, United States
| | - Duncan B Clark
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Claudiu Schirda
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Bonnie J Nagel
- Departments of Psychiatry and Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States
| | - Adolf Pfefferbaum
- Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
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72
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Wang D, Luo Y, Mok VCT, Chu WCW, Shi L. Tractography atlas-based spatial statistics: Statistical analysis of diffusion tensor image along fiber pathways. Neuroimage 2016; 125:301-310. [PMID: 26481677 DOI: 10.1016/j.neuroimage.2015.10.032] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Revised: 09/29/2015] [Accepted: 10/12/2015] [Indexed: 11/28/2022] Open
Affiliation(s)
- Defeng Wang
- Research Center for Medical Image Computing, Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China; CUHK Shenzhen Research Institute, Shenzhen, China
| | - Yishan Luo
- Research Center for Medical Image Computing, Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China
| | - Vincent C T Mok
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China; Chow Yuk Ho Center of Innovative Technology for Medicine, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China
| | - Winnie C W Chu
- Research Center for Medical Image Computing, Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China; CUHK Shenzhen Research Institute, Shenzhen, China
| | - Lin Shi
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China; Chow Yuk Ho Center of Innovative Technology for Medicine, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China.
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73
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Liu H, Wang L, Geng Z, Zhu Q, Song Z, Chang R, Lv H. A voxel-based morphometric study of age- and sex-related changes in white matter volume in the normal aging brain. Neuropsychiatr Dis Treat 2016; 12:453-65. [PMID: 26966366 PMCID: PMC4771405 DOI: 10.2147/ndt.s90674] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE To carry out a cross-sectional study of 187 cognitively normal Chinese adults using the voxel-based morphometry (VBM) approach to delineate age-related changes in the white matter volume of regions of interest in the brain and further analyze their correlation with age. MATERIALS AND METHODS A total of 187 cognitively normal adults were divided into the young, middle, and old age-groups. Conventional magnetic resonance imaging was performed with the Achieva 3.0 T system. Structural images were processed using VBM8 and statistical parametric mapping 8. Regions of interest were obtained by WFU PickAtlas, and all realigned images were spatially normalized. RESULTS Females showed significantly greater total white matter volume than males (t=2.36, P=0.0096, false-discovery rate [FDR] corrected). VBM demonstrated statistically significant age-related differences in white matter volume between the young age-group and the middle age-group (P<0.05, FDR corrected) and between the middle age-group and the old age-group (P<0.05, FDR corrected). No interaction was found between age and sex on white matter volume (P<0.05, FDR corrected). Logistic regression analysis revealed nonlinear correlation between total white matter volume and age (R (2)=0.124, P<0.001). White matter volume gradually increased before 40 years of age, peaked around 50 years of age, and rapidly declined after 60 years of age. CONCLUSION Significant age-related differences are present in white matter volume across multiple brain regions during aging. The VBM approach may help differentiate underlying normal neurobiological aging changes of specific brain regions from neurodegenerative impairments.
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Affiliation(s)
- Haijing Liu
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
| | - Lixin Wang
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
| | - Zuojun Geng
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
| | - Qingfeng Zhu
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
| | - Zhenhu Song
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
| | - Ruiting Chang
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
| | - Huandi Lv
- Department of Radiology, Second Hospital of Hebei Medical University, Shijiazhuang, People's Republic of China
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Vydrova R, Komarek V, Sanda J, Sterbova K, Jahodova A, Maulisova A, Zackova J, Reissigova J, Krsek P, Kyncl M. Structural alterations of the language connectome in children with specific language impairment. BRAIN AND LANGUAGE 2015; 151:35-41. [PMID: 26609941 DOI: 10.1016/j.bandl.2015.10.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2015] [Revised: 09/18/2015] [Accepted: 10/24/2015] [Indexed: 06/05/2023]
Abstract
We evaluated brain white matter pathways associated with language processing in 37 children with specific language impairment aged 6-12 years and 34 controls, matched for age, sex and handedness. Arcuate fascicle (AF), inferior fronto-occipital fascicle (IFOF), inferior longitudinal fascicle (ILF) and uncinate fascicle (UF) were identified using magnetic resonance diffusion tensor imaging (DTI). Diffusivity parameters and volume of the tracts were compared between the SLI and control group. Children with SLI showed decreased fractional anisotropy in all investigated tracts, increased mean diffusivity and radial diffusivity component in arcuate fascicle bilaterally, left IFOF and left ILF. Further, bilaterally increased volume of the ILF in children with SLI was found. We confirmed previous findings indicating deficient connectivity of the arcuate fascicle and as a novel finding, demonstrate abnormal development of the ventral language stream in patients with SLI.
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Affiliation(s)
- Rosa Vydrova
- Department of Pediatric Neurology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Vladimir Komarek
- Department of Pediatric Neurology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Jan Sanda
- Department of Radiology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Katalin Sterbova
- Department of Pediatric Neurology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Alena Jahodova
- Department of Pediatric Neurology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Alice Maulisova
- Department of Psychology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Jitka Zackova
- Department of Psychology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
| | - Jindra Reissigova
- Institute of Computer Science AS CR, Department of Medical Informatics and Biostatistics, Prague, Czech Republic
| | - Pavel Krsek
- Department of Pediatric Neurology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic.
| | - Martin Kyncl
- Department of Radiology, Charles University, 2nd Faculty of Medicine, University Hospital Motol, Prague, Czech Republic
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75
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Seunarine KK, Clayden JD, Jentschke S, Muñoz M, Cooper JM, Chadwick MJ, Banks T, Vargha-Khadem F, Clark CA. Sexual Dimorphism in White Matter Developmental Trajectories Using Tract-Based Spatial Statistics. Brain Connect 2015; 6:37-47. [PMID: 26446207 PMCID: PMC4744889 DOI: 10.1089/brain.2015.0340] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Increasing evidence is emerging for sexual dimorphism in the trajectory of white matter development in children assessed using volumetric magnetic resonance imaging (MRI) and more recently diffusion MRI. Recent studies using diffusion MRI have examined cohorts with a wide age range (typically between 5 and 30 years) showing focal regions of differential diffusivity and fractional anisotropy (FA) and have implicated puberty as a possible contributory factor. To further investigate possible dimorphic trajectories in a young cohort, presumably closer to the expected onset of puberty, we used tract-based spatial statistics to investigate diffusion metrics. The cohort consisted of 23 males and 30 females between the ages of 8 and 16 years. Differences in diffusion metrics were corrected for age, total brain volume, and full scale IQ. In contrast to previous studies showing focal differences between males and females, widespread sexually dimorphic trajectories in structural white matter development were observed. These differences were characterized by more advanced development in females compared to males indicated by lower mean diffusivity, radial and axial diffusivity, and higher FA in females. This difference appeared to be larger at lower ages (8-9 years) with diffusion measures from males and females tending to converge between 10 and 14 years of age. Males showed a steeper slope for age-diffusion metric correlations compared to females, who either did not correlate with age or correlated in fewer regions. Further studies are now warranted to determine the role of hormones on the observed differences, particularly in 8-9-year-old children.
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Affiliation(s)
| | | | - Sebastian Jentschke
- 1 UCL Institute of Child Health , London, United Kingdom .,2 Cluster "Languages of Emotion", Freie Universität Berlin , Berlin, Germany
| | - Monica Muñoz
- 1 UCL Institute of Child Health , London, United Kingdom .,3 School of Medicine, University of Castilla-La Mancha , Albacete, Spain
| | - Janine M Cooper
- 1 UCL Institute of Child Health , London, United Kingdom .,4 Child Neuropsychology, Murdoch Childrens Research Institute , Melbourne, Australia
| | - Martin J Chadwick
- 1 UCL Institute of Child Health , London, United Kingdom .,5 Division of Psychology and Language Sciences, Research Department of Cognitive, Perceptual, and Brain Sciences, Institute of Behavioral Neuroscience, University College London , London, United Kingdom
| | - Tina Banks
- 6 Great Ormond Street Hospital for Children , London, United Kingdom
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76
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Becker MP, Collins PF, Lim KO, Muetzel RL, Luciana M. Longitudinal changes in white matter microstructure after heavy cannabis use. Dev Cogn Neurosci 2015; 16:23-35. [PMID: 26602958 PMCID: PMC4691379 DOI: 10.1016/j.dcn.2015.10.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 10/03/2015] [Accepted: 10/06/2015] [Indexed: 11/28/2022] Open
Abstract
Diffusion tensor imaging (DTI) studies of cannabis users report alterations in brain white matter microstructure, primarily based on cross-sectional research, and etiology of the alterations remains unclear. We report findings from longitudinal voxelwise analyses of DTI data collected at baseline and at a 2-year follow-up on 23 young adult (18-20 years old at baseline) regular cannabis users and 23 age-, sex-, and IQ-matched non-using controls with limited substance use histories. Onset of cannabis use was prior to age 17. Cannabis users displayed reduced longitudinal growth in fractional anisotropy in the central and parietal regions of the right and left superior longitudinal fasciculus, in white matter adjacent to the left superior frontal gyrus, in the left corticospinal tract, and in the right anterior thalamic radiation lateral to the genu of the corpus callosum, along with less longitudinal reduction of radial diffusion in the right central/posterior superior longitudinal fasciculus, corticospinal tract, and posterior cingulum. Greater amounts of cannabis use were correlated with reduced longitudinal growth in FA as was relatively impaired performance on a measure of verbal learning. These findings suggest that continued heavy cannabis use during adolescence and young adulthood alters ongoing development of white matter microstructure, contributing to functional impairment.
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Affiliation(s)
- Mary P Becker
- Department of Psychology, University of Minnesota, 75 East River Road, Minneapolis, MN 55455, United States; Center for Neurobehavioral Development, University of Minnesota, 717 Delaware Street SE, Ste. 333, Minneapolis, MN 55414, United States.
| | - Paul F Collins
- Department of Psychology, University of Minnesota, 75 East River Road, Minneapolis, MN 55455, United States; Center for Neurobehavioral Development, University of Minnesota, 717 Delaware Street SE, Ste. 333, Minneapolis, MN 55414, United States
| | - Kelvin O Lim
- Department of Psychiatry, University of Minnesota, 2450 Riverside Avenue South, Minneapolis, MN 55454, United States
| | - R L Muetzel
- Department of Psychology, University of Minnesota, 75 East River Road, Minneapolis, MN 55455, United States
| | - M Luciana
- Department of Psychology, University of Minnesota, 75 East River Road, Minneapolis, MN 55455, United States; Center for Neurobehavioral Development, University of Minnesota, 717 Delaware Street SE, Ste. 333, Minneapolis, MN 55414, United States
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77
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Broce I, Bernal B, Altman N, Tremblay P, Dick AS. Fiber tracking of the frontal aslant tract and subcomponents of the arcuate fasciculus in 5-8-year-olds: Relation to speech and language function. BRAIN AND LANGUAGE 2015; 149:66-76. [PMID: 26186231 DOI: 10.1016/j.bandl.2015.06.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Revised: 03/31/2015] [Accepted: 06/13/2015] [Indexed: 06/04/2023]
Abstract
Long association cortical fiber pathways support developing networks for speech and language, but we do not have a clear understanding of how they develop in early childhood. Using diffusion-weighted imaging (DWI) we tracked the frontal aslant tract (FAT), arcuate fasciculus (AF), and AF segments (anterior, long, posterior) in 19 typical 5-8-year-olds, an age range in which significant improvement in speech and language function occurs. While the microstructural properties of the FAT and the right AF did not show age-related differences over the age range we investigated, the left AF evidenced increasing fractional anisotropy with age. Microstructural properties of the AF in both hemispheres, however, predicted receptive and expressive language. Length of the left FAT also predicted receptive language, which provides initial suggestion that this pathway is important for language development. These findings have implications for models of language development and for models of the neurobiology of language more broadly.
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Affiliation(s)
- Iris Broce
- Department of Psychology, Florida International University, Miami, FL, USA
| | - Byron Bernal
- Department of Radiology - Brain Institute, Nicklaus Children's Hospital, Miami, FL, USA
| | - Nolan Altman
- Department of Radiology - Brain Institute, Nicklaus Children's Hospital, Miami, FL, USA
| | - Pascale Tremblay
- Centre de Recherche de l'Institut Universitaire en Santé Mentale de Québec, Québec City, QC, Canada; Département de Réadaptation, Faculté de Médecine, Université Laval, Québec City, QC, Canada
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78
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Fellhauer I, Zöllner FG, Schröder J, Degen C, Kong L, Essig M, Thomann PA, Schad LR. Comparison of automated brain segmentation using a brain phantom and patients with early Alzheimer's dementia or mild cognitive impairment. Psychiatry Res 2015. [PMID: 26211622 DOI: 10.1016/j.pscychresns.2015.07.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Magnetic resonance imaging (MRI) and brain volumetry allow for the quantification of changes in brain volume using automatic algorithms which are widely used in both, clinical and scientific studies. However, studies comparing the reliability of these programmes are scarce and mainly involved MRI derived from younger healthy controls. This study evaluates the reliability of frequently used segmentation programmes (SPM, FreeSurfer, FSL) using a realistic digital brain phantom and MRI brain acquisitions from patients with manifest Alzheimer's disease (AD, n=34), mild cognitive impairment (MCI, n=60), and healthy subjects (n=32) matched for age and sex. Analysis of the brain phantom dataset demonstrated that SPM, FSL and FreeSurfer underestimate grey matter and overestimate white matter volumes with increasing noise. FreeSurfer calculated overall smaller brain volumes with increasing noise. Image inhomogeneity had only minor, non- significant effects on the results obtained with SPM and FreeSurfer 5.1, but had effects on the FSL results (increased white matter volumes with decreased grey matter volumes). The analysis of the patient data yielded decreasing volumes of grey and white matter with progression of brain atrophy independent of the method used. FreeSurfer calculated the largest grey matter and the smallest white matter volumes. FSL calculated the smallest grey matter volumes; SPM the largest white matter volumes. Best results are obtained with good image quality. With poor image quality, especially noise, SPM provides the best segmentation results. An optimised template for segmentation had no significant effect on segmentation results. While our findings underline the applicability of the programmes investigated, SPM may be the programme of choice when MRIs with limited image quality or brain images of elderly should be analysed.
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Affiliation(s)
- Iven Fellhauer
- Section of Geriatric Psychiatry and Institute of Gerontology, Department of Psychiatry, Heidelberg University, Germany.
| | - Frank G Zöllner
- Computer Assisted Clinical Medicine, Medical Faculty Mannheim, Heidelberg University, Germany
| | - Johannes Schröder
- Section of Geriatric Psychiatry and Institute of Gerontology, Department of Psychiatry, Heidelberg University, Germany
| | - Christina Degen
- Section of Geriatric Psychiatry and Institute of Gerontology, Department of Psychiatry, Heidelberg University, Germany
| | - Li Kong
- Section of Geriatric Psychiatry and Institute of Gerontology, Department of Psychiatry, Heidelberg University, Germany
| | - Marco Essig
- German Cancer Research Center, Heidelberg, Germany
| | | | - Lothar R Schad
- Computer Assisted Clinical Medicine, Medical Faculty Mannheim, Heidelberg University, Germany
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79
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Review of diffusion tensor imaging and its application in children. Pediatr Radiol 2015; 45 Suppl 3:S375-81. [PMID: 26346143 DOI: 10.1007/s00247-015-3277-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 11/04/2014] [Accepted: 01/06/2015] [Indexed: 12/26/2022]
Abstract
Diffusion MRI is an imaging technique that uses the random motion of water to probe tissue microstructure. Diffusion tensor imaging (DTI) can quantitatively depict the organization and connectivity of white matter. Given the non-invasiveness of the technique, DTI has become a widely used tool for researchers and clinicians to examine the white matter of children. This review covers the basics of diffusion-weighted imaging and diffusion tensor imaging and discusses examples of their clinical application in children.
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80
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Olson IR, Von Der Heide RJ, Alm KH, Vyas G. Development of the uncinate fasciculus: Implications for theory and developmental disorders. Dev Cogn Neurosci 2015; 14:50-61. [PMID: 26143154 PMCID: PMC4795006 DOI: 10.1016/j.dcn.2015.06.003] [Citation(s) in RCA: 146] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 05/29/2015] [Accepted: 06/18/2015] [Indexed: 12/27/2022] Open
Abstract
The uncinate fasciculus (UF) is a long-range white matter tract that connects limbic regions in the temporal lobe to the frontal lobe. The UF is one of the latest developing tracts, and continues maturing into the third decade of life. As such, individual differences in the maturational profile of the UF may serve to explain differences in behavior. Indeed, atypical macrostructure and microstructure of the UF have been reported in numerous studies of individuals with developmental and psychiatric disorders such as social deprivation and maltreatment, autism spectrum disorders, conduct disorder, risk taking, and substance abuse. The present review evaluates what we currently know about the UF's developmental trajectory and reviews the literature relating UF abnormalities to specific disorders. Additionally, we take a dimensional approach and critically examine symptoms and behavioral impairments that have been demonstrated to cluster with UF aberrations, in an effort to relate these impairments to our speculations regarding the functionality of the UF. We suggest that developmental disorders with core problems relating to memory retrieval, reward and valuation computation, and impulsive decision making may be linked to aberrations in uncinate microstructure.
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81
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Li J, Wu G, Wen Z, Zhang J, Lei H, Gui X, Lin F. White Matter Development is Potentially Influenced in Adolescents with Vertically Transmitted HIV Infections: A Tract-Based Spatial Statistics Study. AJNR Am J Neuroradiol 2015; 36:2163-9. [PMID: 26228880 DOI: 10.3174/ajnr.a4417] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2015] [Accepted: 02/25/2015] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Convergent evidence indicates that HIV is associated with abnormal WM microstructure in adults. However, little is known about whether HIV affects WM development in adolescents. In this study, we used DTI to investigate the integrity of WM microstructure in adolescents with vertically transmitted HIV infections. MATERIALS AND METHODS Fifteen HIV-positive adolescents with vertically transmitted infections and 26 HIV-negative controls participated in this study. Whole-brain analysis of fractional anisotropy was performed by Tract-Based Spatial Statistics to localize abnormal WM regions between groups. VOI analysis was further performed to explore the changes in diffusivity indices in the regions with fractional anisotropy alterations. Correlation analyses were used to assess the relationship between fractional anisotropy alterations and clinical measures within the HIV-positive group. RESULTS Relative to HIV-negative controls, HIV-positive adolescents demonstrated significantly reduced fractional anisotropy in the corpus callosum, superior and posterior corona radiata, frontal and parietal WM, pre-/postcentral gyrus, and superior longitudinal fasciculus. In the affected regions, fractional anisotropy reductions were caused by an increase in radial diffusivity, and no changes were observed in axial diffusivity. Moreover, fractional anisotropy values in the bilateral frontal WM were negatively correlated with the duration of highly active antiretroviral therapy and were positively associated with the age at onset of highly active antiretroviral therapy. CONCLUSIONS These findings suggest that early HIV infections may affect WM development, especially in the frontal WM, corpus callosum, and corona radiata in adolescents, which may be associated with hypomyelination and demyelination. Moreover, WM integrity may serve as a potential new treatment target.
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Affiliation(s)
- J Li
- From the Departments of Magnetic Resonance Imaging (J.L., G.W., Z.W., J.Z.)
| | - G Wu
- From the Departments of Magnetic Resonance Imaging (J.L., G.W., Z.W., J.Z.)
| | - Z Wen
- From the Departments of Magnetic Resonance Imaging (J.L., G.W., Z.W., J.Z.)
| | - J Zhang
- From the Departments of Magnetic Resonance Imaging (J.L., G.W., Z.W., J.Z.)
| | - H Lei
- National Center for Magnetic Resonance in Wuhan (H.L., F.L.), State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan, China
| | - X Gui
- Infectious Diseases (X.G.), Zhongnan Hospital of Wuhan University, Wuhan, China
| | - F Lin
- National Center for Magnetic Resonance in Wuhan (H.L., F.L.), State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan, China.
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82
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Synergistic Effects of Age on Patterns of White and Gray Matter Volume across Childhood and Adolescence. eNeuro 2015; 2:eN-NWR-0003-15. [PMID: 26464999 PMCID: PMC4596017 DOI: 10.1523/eneuro.0003-15.2015] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2015] [Revised: 03/25/2015] [Accepted: 04/30/2015] [Indexed: 12/21/2022] Open
Abstract
The human brain develops with a nonlinear contraction of gray matter across late childhood and adolescence with a concomitant increase in white matter volume. Across the adult population, properties of cortical gray matter covary within networks that may represent organizational units for development and degeneration. Although gray matter covariance may be strongest within structurally connected networks, the relationship to volume changes in white matter remains poorly characterized. In the present study we examined age-related trends in white and gray matter volume using T1-weighted MR images from 360 human participants from the NIH MRI study of Normal Brain Development. Images were processed through a voxel-based morphometry pipeline. Linear effects of age on white and gray matter volume were modeled within four age bins, spanning 4-18 years, each including 90 participants (45 male). White and gray matter age-slope maps were separately entered into k-means clustering to identify regions with similar age-related variability across the four age bins. Four white matter clusters were identified, each with a dominant direction of underlying fibers: anterior-posterior, left-right, and two clusters with superior-inferior directions. Corresponding, spatially proximal, gray matter clusters encompassed largely cerebellar, fronto-insular, posterior, and sensorimotor regions, respectively. Pairs of gray and white matter clusters followed parallel slope trajectories, with white matter changes generally positive from 8 years onward (indicating volume increases) and gray matter negative (decreases). As developmental disorders likely target networks rather than individual regions, characterizing typical coordination of white and gray matter development can provide a normative benchmark for understanding atypical development.
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83
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Squeglia LM, Sorg SF, Jacobus J, Brumback T, Taylor CT, Tapert SF. Structural connectivity of neural reward networks in youth at risk for substance use disorders. Psychopharmacology (Berl) 2015; 232:2217-26. [PMID: 25563237 PMCID: PMC4465865 DOI: 10.1007/s00213-014-3857-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 12/15/2014] [Indexed: 12/30/2022]
Abstract
BACKGROUND Having a positive family history of alcohol use disorders (FHP), as well as aberrant reward circuitry, has been implicated in the initiation of substance use during adolescence. This study explored the relationship between FHP status and reward circuitry in substance naïve youth to better understand future risky behaviors. METHODS Participants were 49 FHP and 45 demographically matched family history negative (FHN) substance-naïve 12-14 year-olds (54 % female). Subjects underwent structural magnetic resonance imaging, including diffusion tensor imaging. Nucleus accumbens and orbitofrontal cortex volumes were derived using FreeSurfer, and FSL probabilistic tractography probed structural connectivity and differences in white matter diffusivity estimates (e.g. fractional anisotropy, and mean, radial, and axial diffusivity) between fiber tracts connecting these regions. RESULT FHP and FHN youth did not differ on nucleus accumbens or orbitofrontal cortex volumes, white matter tract volumes, or percentages of streamlines (a proxy for fiber tract count) connecting these regions. However, within white matter tracts connecting the nucleus accumbens to the orbitofrontal cortex, FHP youth had significantly lower mean and radial diffusivity (ps < 0.03) than FHN youth. DISCUSSION While white matter macrostructure between salience and reward regions did not differ between FHP and FHN youth, FHP youth showed greater white matter coherence within these tracts than FHN youth. Aberrant connectivity between reward regions in FHP youth could be linked to an increased risk for substance use initiation.
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Affiliation(s)
- Lindsay M. Squeglia
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC 29452
| | - Scott F Sorg
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Joanna Jacobus
- VA San Diego Healthcare System, La Jolla, CA, USA.,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Ty Brumback
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Charles T Taylor
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Susan F Tapert
- VA San Diego Healthcare System, La Jolla, CA, USA. .,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA. .,VA San Diego Healthcare System, Psychology Service (116B), 3350 La Jolla Village Drive, San Diego, CA, 92161, USA.
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84
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Muetzel RL, Mous SE, van der Ende J, Blanken LME, van der Lugt A, Jaddoe VWV, Verhulst FC, Tiemeier H, White T. White matter integrity and cognitive performance in school-age children: A population-based neuroimaging study. Neuroimage 2015; 119:119-28. [PMID: 26067345 DOI: 10.1016/j.neuroimage.2015.06.014] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 06/02/2015] [Accepted: 06/03/2015] [Indexed: 11/25/2022] Open
Abstract
Child and adolescent brain development are typically accompanied by marked improvements in a wide range of cognitive abilities. However, limited information is available surrounding the role of white matter in shaping cognitive abilities in children. The current study examined associations between white matter microstructure and cognitive performance in a large sample (n=778) of 6- to 10-year-old children. Results show white matter microstructure is related to non-verbal intelligence and to visuospatial ability, independent of age. Specificity was demonstrated, as white matter associations with visuospatial ability were independent of general intellectual ability. Associations between white matter integrity and cognition were similar in boys and girls. In summary, results demonstrate white matter structure-function associations are present in children, independent of age and broader cognitive abilities. The presence of such associations in the general population is informative for studies examining child psychopathology.
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Affiliation(s)
- Ryan L Muetzel
- The Generation R Study Group, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Sabine E Mous
- The Generation R Study Group, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Jan van der Ende
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Laura M E Blanken
- The Generation R Study Group, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | | | - Vincent W V Jaddoe
- The Generation R Study Group, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Frank C Verhulst
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Henning Tiemeier
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands
| | - Tonya White
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Radiology, Erasmus MC, Rotterdam, the Netherlands.
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85
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Sleep variability in adolescence is associated with altered brain development. Dev Cogn Neurosci 2015; 14:16-22. [PMID: 26093368 PMCID: PMC4536158 DOI: 10.1016/j.dcn.2015.05.007] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2015] [Revised: 05/16/2015] [Accepted: 05/20/2015] [Indexed: 12/21/2022] Open
Abstract
Despite the known importance of sleep for brain development, and the sharp increase in poor sleep during adolescence, we know relatively little about how sleep impacts the developing brain. We present the first longitudinal study to examine how sleep during adolescence is associated with white matter integrity. We find that greater variability in sleep duration one year prior to a DTI scan is associated with lower white matter integrity above and beyond the effects of sleep duration, and variability in bedtime, whereas sleep variability a few months prior to the scan is not associated with white matter integrity. Thus, variability in sleep duration during adolescence may have long-term impairments on the developing brain. White matter integrity should be increasing during adolescence, and so sleep variability is directly at odds with normative developmental trends.
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86
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Vandermosten M, Vanderauwera J, Theys C, De Vos A, Vanvooren S, Sunaert S, Wouters J, Ghesquière P. A DTI tractography study in pre-readers at risk for dyslexia. Dev Cogn Neurosci 2015; 14:8-15. [PMID: 26048528 PMCID: PMC6989819 DOI: 10.1016/j.dcn.2015.05.006] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 04/14/2015] [Accepted: 05/18/2015] [Indexed: 01/07/2023] Open
Abstract
In adults and school-aged children, phonological aspects of reading seem to be sustained by left dorsal regions, while ventral regions seem to be involved in orthographic word recognition. Yet, given that the brain reorganises during reading acquisition, it is unknown when and how these reading routes emerge and whether neural deficits in dyslexia predate reading onset. Using diffusion MRI in 36 pre-readers with a family risk for dyslexia (FRD(+)) and 35 well matched pre-readers without a family risk (FRD(-)), our results show that phonological predictors of reading are sustained bilaterally by both ventral and dorsal tracts. This suggests that a dorsal and left-hemispheric specialisation for phonological aspects of reading, as observed in adults, is presumably gradually formed throughout reading development. Second, our results indicate that FRD(+) pre-readers display mainly white matter differences in left ventral tracts. This suggests that atypical white matter organisation previously found in dyslexic adults may be causal rather than resulting from a lifetime of reading difficulties, and that the location of such a deficit may vary throughout development. While this study forms an important starting point, longitudinal follow-up of these children will allow further investigation of the dynamics between emerging literacy development and white matter connections.
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Affiliation(s)
- Maaike Vandermosten
- Parenting and Special Education Research Unit, KU Leuven, L. Vanderkelenstraat 32, PO Box 3765, 3000 Leuven, Belgium; Laboratory for Experimental ORL, KU Leuven, Herestraat 49, 3000 Leuven, Belgium.
| | - Jolijn Vanderauwera
- Parenting and Special Education Research Unit, KU Leuven, L. Vanderkelenstraat 32, PO Box 3765, 3000 Leuven, Belgium; Laboratory for Experimental ORL, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Catherine Theys
- Laboratory for Experimental ORL, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Astrid De Vos
- Parenting and Special Education Research Unit, KU Leuven, L. Vanderkelenstraat 32, PO Box 3765, 3000 Leuven, Belgium; Laboratory for Experimental ORL, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Sophie Vanvooren
- Parenting and Special Education Research Unit, KU Leuven, L. Vanderkelenstraat 32, PO Box 3765, 3000 Leuven, Belgium; Laboratory for Experimental ORL, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Stefan Sunaert
- Department of Translational MRI, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Jan Wouters
- Laboratory for Experimental ORL, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Pol Ghesquière
- Parenting and Special Education Research Unit, KU Leuven, L. Vanderkelenstraat 32, PO Box 3765, 3000 Leuven, Belgium
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Shollenbarger SG, Price J, Wieser J, Lisdahl K. Poorer frontolimbic white matter integrity is associated with chronic cannabis use, FAAH genotype, and increased depressive and apathy symptoms in adolescents and young adults. NEUROIMAGE-CLINICAL 2015; 8:117-25. [PMID: 26106535 PMCID: PMC4473294 DOI: 10.1016/j.nicl.2015.03.024] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Revised: 03/17/2015] [Accepted: 03/28/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND The heaviest period of cannabis use coincides with ongoing white matter (WM) maturation. Further, cannabis-related changes may be moderated by FAAH genotype (rs324420). We examined the association between cannabis use and FAAH genotype on frontolimbic WM integrity in adolescents and emerging adults. We then tested whether observed WM abnormalities were linked with depressive or apathy symptoms. METHODS Participants included 37 cannabis users and 37 healthy controls (33 female; ages 18-25). Multiple regressions examined the independent and interactive effects of variables on WM integrity. RESULTS Regular cannabis users demonstrated reduced WM integrity in the bilateral uncinate fasciculus (UNC) (MD, right: p = .009 and left: p = .009; FA, right: p = .04 and left: p = .03) and forceps minor (fMinor) (MD, p = .03) compared to healthy controls. Marginally reduced WM integrity in the cannabis users was found in the left anterior thalamic radiation (ATR) (FA, p = .08). Cannabis group ∗ FAAH genotype interaction predicted WM integrity in bilateral ATR (FA, right: p = .05 and left: p = .001) and fMinor (FA, p = .02). In cannabis users, poorer WM integrity was correlated with increased symptoms of depression and apathy in bilateral ATR and UNC. CONCLUSIONS Consistent with prior findings, cannabis use was associated with reduced frontolimbic WM integrity. WM integrity was also moderated by FAAH genotype, in that cannabis-using FAAH C/C carriers and A carrying controls had reduced WM integrity compared to control C/C carriers. Observed frontolimbic white matter abnormalities were linked with increased depressive and apathy symptoms in the cannabis users.
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Affiliation(s)
- Skyler G Shollenbarger
- Department of Psychology, University of Wisconsin-Milwaukee, Garland Hall Rm 224, 2441 East Hartford Ave, Milwaukee, WI 53211, USA
| | - Jenessa Price
- McLean Hospital, Harvard Medical School, 115 Mill St., Belmont, MA 02478, USA
| | - Jon Wieser
- Department of Psychology, University of Wisconsin-Milwaukee, Garland Hall Rm 224, 2441 East Hartford Ave, Milwaukee, WI 53211, USA
| | - Krista Lisdahl
- Department of Psychology, University of Wisconsin-Milwaukee, Garland Hall Rm 224, 2441 East Hartford Ave, Milwaukee, WI 53211, USA
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Travers BG, Tromp DPM, Adluru N, Lange N, Destiche D, Ennis C, Nielsen JA, Froehlich AL, Prigge MBD, Fletcher PT, Anderson JS, Zielinski BA, Bigler ED, Lainhart JE, Alexander AL. Atypical development of white matter microstructure of the corpus callosum in males with autism: a longitudinal investigation. Mol Autism 2015; 6:15. [PMID: 25774283 PMCID: PMC4359536 DOI: 10.1186/s13229-015-0001-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2014] [Accepted: 01/26/2015] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND The corpus callosum is the largest white matter structure in the brain, and it is the most consistently reported to be atypical in diffusion tensor imaging studies of autism spectrum disorder. In individuals with typical development, the corpus callosum is known to undergo a protracted development from childhood through young adulthood. However, no study has longitudinally examined the developmental trajectory of corpus callosum in autism past early childhood. METHODS The present study used a cohort sequential design over 9 years to examine age-related changes of the corpus callosum in 100 males with autism and 56 age-matched males with typical development from early childhood (when autism can first be reliably diagnosed) to mid-adulthood (after development of the corpus callosum has been completed) (3 to 41 years of age). RESULTS The group with autism demonstrated a different developmental trajectory of white matter microstructure in the anterior corpus callosum's (genu and body) fractional anisotropy, which suggests atypical brain maturation in these regions in autism. When analyses were broken down by age group, atypical developmental trajectories were present only in the youngest participants (10 years of age and younger). Significant main effects for group were found in terms of decreased fractional anisotropy across all three subregions of the corpus callosum (genu, body, and splenium) and increased mean diffusivity, radial diffusivity, and axial diffusivity in the posterior corpus callosum. CONCLUSIONS These longitudinal results suggest atypical early childhood development of the corpus callosum microstructure in autism that transitions into sustained group differences in adolescence and adulthood. This pattern of results provides longitudinal evidence consistent with a growing number of published studies and hypotheses regarding abnormal brain connectivity across the life span in autism.
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Affiliation(s)
- Brittany G Travers
- />Occupational Therapy Program, Department of Kinesiology, University of Wisconsin-Madison, Madison, WI USA
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Do P M Tromp
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
- />Department of Psychiatry, University of Wisconsin-Madison, Madison, WI USA
| | - Nagesh Adluru
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Nicholas Lange
- />Department of Psychiatry, Harvard School of Medicine, Boston, MA USA
- />Neurostatistics Laboratory, McLean Hospital, Belmont, MA USA
| | - Dan Destiche
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Chad Ennis
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Jared A Nielsen
- />Interdepartmental Program in Neuroscience, University of Utah, Salt Lake City, UT USA
| | - Alyson L Froehlich
- />Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT USA
| | - Molly B D Prigge
- />Department of Radiology, University of Utah, Salt Lake City, UT USA
- />Department of Pediatrics, University of Utah and Primary Children’s Medical Center, Salt Lake City, UT USA
| | - P Thomas Fletcher
- />Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT USA
- />School of Computing, University of Utah, Salt Lake City, UT USA
| | - Jeffrey S Anderson
- />Interdepartmental Program in Neuroscience, University of Utah, Salt Lake City, UT USA
- />Department of Radiology, University of Utah, Salt Lake City, UT USA
| | - Brandon A Zielinski
- />Department of Pediatrics, University of Utah and Primary Children’s Medical Center, Salt Lake City, UT USA
- />Department of Neurology, University of Utah, Salt Lake City, UT USA
| | - Erin D Bigler
- />Department of Psychology, Brigham Young University, Provo, UT USA
- />Neuroscience Center, Brigham Young University, Provo, UT 84602 USA
| | - Janet E Lainhart
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
- />Department of Psychiatry, University of Wisconsin-Madison, Madison, WI USA
| | - Andrew L Alexander
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
- />Department of Psychiatry, University of Wisconsin-Madison, Madison, WI USA
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Lisiecka DM, Holt R, Tait R, Ford M, Lai MC, Chura LR, Baron-Cohen S, Spencer MD, Suckling J. Developmental white matter microstructure in autism phenotype and corresponding endophenotype during adolescence. Transl Psychiatry 2015; 5:e529. [PMID: 25781228 PMCID: PMC4354353 DOI: 10.1038/tp.2015.23] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Revised: 01/13/2015] [Accepted: 01/20/2015] [Indexed: 02/02/2023] Open
Abstract
During adolescence, white matter microstructure undergoes an important stage of development. It is hypothesized that the alterations of brain connectivity that have a key role in autism spectrum conditions (ASCs) may interact with the development of white matter microstructure. This interaction may be present beyond the phenotype of autism in siblings of individuals with ASC, who are 10 to 20 times more likely to develop certain forms of ASC. We use diffusion tensor imaging to examine how white matter microstructure measurements correlate with age in typically developing individuals, and how this correlation differs in n=43 adolescents with ASC and their n=38 siblings. Correlations observed in n=40 typically developing individuals match developmental changes noted in previous longitudinal studies. In comparison, individuals with ASC display weaker negative correlation between age and mean diffusivity in a broad area centred in the right superior longitudinal fasciculus. These differences may be caused either by increased heterogeneity in ASC or by temporal alterations in the group's developmental pattern. Siblings of individuals with ASC also show diminished negative correlation between age and one component of mean diffusivity-second diffusion eigenvalue-in the right superior longitudinal fasciculus. As the observed differences match for location and correlation directionality in our comparison of typically developing individuals to those with ASC and their siblings, we propose that these alterations constitute a part of the endophenotype of autism.
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Affiliation(s)
- D M Lisiecka
- Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge, UK,Department of Psychiatry, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK,Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Herchel Smith Building for Brain and Mind Sciences, Robinson Way, Cambridge CB2 0SZ, UK. E-mail address:
| | - R Holt
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - R Tait
- Department of Psychiatry, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - M Ford
- Department of Physics, University of Cambridge, Cambridge, UK
| | - M-C Lai
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK,Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - L R Chura
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - S Baron-Cohen
- Department of Psychiatry, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK,Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK,Cambridge and Peterborough NHS Foundation Trust, Cambridge, UK
| | - M D Spencer
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK,West Suffolk Hospital NHS Trust, Bury St Edmunds, UK
| | - J Suckling
- Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge, UK,Department of Psychiatry, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK,Cambridge and Peterborough NHS Foundation Trust, Cambridge, UK
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90
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Vértes PE, Bullmore ET. Annual research review: Growth connectomics--the organization and reorganization of brain networks during normal and abnormal development. J Child Psychol Psychiatry 2015; 56:299-320. [PMID: 25441756 PMCID: PMC4359009 DOI: 10.1111/jcpp.12365] [Citation(s) in RCA: 129] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/02/2014] [Indexed: 12/22/2022]
Abstract
BACKGROUND We first give a brief introduction to graph theoretical analysis and its application to the study of brain network topology or connectomics. Within this framework, we review the existing empirical data on developmental changes in brain network organization across a range of experimental modalities (including structural and functional MRI, diffusion tensor imaging, magnetoencephalography and electroencephalography in humans). SYNTHESIS We discuss preliminary evidence and current hypotheses for how the emergence of network properties correlates with concomitant cognitive and behavioural changes associated with development. We highlight some of the technical and conceptual challenges to be addressed by future developments in this rapidly moving field. Given the parallels previously discovered between neural systems across species and over a range of spatial scales, we also review some recent advances in developmental network studies at the cellular scale. We highlight the opportunities presented by such studies and how they may complement neuroimaging in advancing our understanding of brain development. Finally, we note that many brain and mind disorders are thought to be neurodevelopmental in origin and that charting the trajectory of brain network changes associated with healthy development also sets the stage for understanding abnormal network development. CONCLUSIONS We therefore briefly review the clinical relevance of network metrics as potential diagnostic markers and some recent efforts in computational modelling of brain networks which might contribute to a more mechanistic understanding of neurodevelopmental disorders in future.
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Affiliation(s)
- Petra E Vértes
- Behavioural and Clinical Neuroscience Institute, Department of Psychiatry, University of CambridgeCambridge, UK
- Cambridgeshire and Peterborough NHS Foundation TrustCambridge, UK
| | - Edward T Bullmore
- Behavioural and Clinical Neuroscience Institute, Department of Psychiatry, University of CambridgeCambridge, UK
- Cambridgeshire and Peterborough NHS Foundation TrustCambridge, UK
- ImmunoPsychiatry, Alternative Discovery and Development, GlaxoSmithKlineCambridge, UK
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91
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Jakab A, Kasprian G, Schwartz E, Gruber GM, Mitter C, Prayer D, Schöpf V, Langs G. Disrupted developmental organization of the structural connectome in fetuses with corpus callosum agenesis. Neuroimage 2015; 111:277-88. [PMID: 25725467 DOI: 10.1016/j.neuroimage.2015.02.038] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Revised: 12/23/2014] [Accepted: 02/17/2015] [Indexed: 11/26/2022] Open
Abstract
Agenesis of the corpus callosum is a model disease for disrupted connectivity of the human brain, in which the pathological formation of interhemispheric fibers results in subtle to severe cognitive deficits. Postnatal studies suggest that the characteristic abnormal pathways in this pathology are compensatory structures that emerge via neural plasticity. We challenge this hypothesis and assume a globally different network organization of the structural interconnections already in the fetal acallosal brain. Twenty fetuses with isolated corpus callosum agenesis with or without associated malformations were enrolled and fiber connectivity among 90 brain regions was assessed using in utero diffusion tensor imaging and streamline tractography. Macroscopic scale connectomes were compared to 20 gestational age-matched normally developing fetuses with multiple granularity of network analysis. Gradually increasing connectivity strength and tract diffusion anisotropy during gestation were dominant in antero-posteriorly running paramedian and antero-laterally running aberrant pathways, and in short-range connections in the temporoparietal regions. In fetuses with associated abnormalities, more diffuse reduction of cortico-cortical and cortico-subcortical connectivity was observed than in cases with isolated callosal agenesis. The global organization of anatomical networks consisted of less segregated nodes in acallosal brains, and hubs of dense connectivity, such as the thalamus and cingulate cortex, showed reduced network centrality. Acallosal fetal brains show a globally altered connectivity network structure compared to normals. Besides the previously described Probst and sigmoid bundles, we revealed a prenatally differently organized macroconnectome, dominated by increased connectivity. These findings provide evidence that abnormal pathways are already present during at early stages of fetal brain development in the majority of cerebral white matter.
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Affiliation(s)
- András Jakab
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Computational Imaging Research Lab (CIR) Vienna, Austria.
| | - Gregor Kasprian
- Department for Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna Austria
| | - Ernst Schwartz
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Computational Imaging Research Lab (CIR) Vienna, Austria
| | - Gerlinde Maria Gruber
- Center for Anatomy and Cell Biology, Department of Systematic Anatomy, Medical University of Vienna, Vienna, Austria
| | - Christian Mitter
- Department for Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna Austria
| | - Daniela Prayer
- Department for Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna Austria
| | - Veronika Schöpf
- Department for Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna Austria
| | - Georg Langs
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Computational Imaging Research Lab (CIR) Vienna, Austria; Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
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Chang SE, Zhu DC, Choo AL, Angstadt M. White matter neuroanatomical differences in young children who stutter. ACTA ACUST UNITED AC 2015; 138:694-711. [PMID: 25619509 DOI: 10.1093/brain/awu400] [Citation(s) in RCA: 104] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The ability to express thoughts through fluent speech production is a most human faculty, one that is often taken for granted. Stuttering, which disrupts the smooth flow of speech, affects 5% of preschool-age children and 1% of the general population, and can lead to significant communication difficulties and negative psychosocial consequences throughout one's lifetime. Despite the fact that symptom onset typically occurs during early childhood, few studies have yet examined the possible neural bases of developmental stuttering during childhood. Here we present a diffusion tensor imaging study that examined white matter measures reflecting neuroanatomical connectivity (fractional anisotropy) in 77 children [40 controls (20 females), 37 who stutter (16 females)] between 3 and 10 years of age. We asked whether previously reported anomalous white matter measures in adults and older children who stutter that were found primarily in major left hemisphere tracts (e.g. superior longitudinal fasciculus) are also present in younger children who stutter. All children exhibited normal speech, language, and cognitive development as assessed through a battery of assessments. The two groups were matched in chronological age and socioeconomic status. Voxel-wise whole brain comparisons using tract-based spatial statistics and region of interest analyses of fractional anisotropy were conducted to examine white matter changes associated with stuttering status, age, sex, and stuttering severity. Children who stutter exhibited significantly reduced fractional anisotropy relative to controls in white matter tracts that interconnect auditory and motor structures, corpus callosum, and in tracts interconnecting cortical and subcortical areas. In contrast to control subjects, fractional anisotropy changes with age were either stagnant or showed dissociated development among major perisylvian brain areas in children who stutter. These results provide first glimpses into the neuroanatomical bases of early childhood stuttering, and possible white matter developmental changes that may lead to recovery versus persistent stuttering. The white matter changes point to possible structural connectivity deficits in children who stutter, in interrelated neural circuits that enable skilled movement control through efficient sensorimotor integration and timing of movements.
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Affiliation(s)
- Soo-Eun Chang
- 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - David C Zhu
- 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Ai Leen Choo
- 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Mike Angstadt
- 1 Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
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Language Development across the Life Span: A Neuropsychological/Neuroimaging Perspective. NEUROSCIENCE JOURNAL 2014; 2014:585237. [PMID: 26317109 PMCID: PMC4437268 DOI: 10.1155/2014/585237] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 11/25/2014] [Indexed: 11/17/2022]
Abstract
Language development has been correlated with specific changes in brain development. The aim of this paper is to analyze the linguistic-brain associations that occur from birth through senescence. Findings from the neuropsychological and neuroimaging literature are reviewed, and the relationship of language changes observable in human development and the corresponding brain maturation processes across age groups are examined. Two major dimensions of language development are highlighted: naming (considered a major measure of lexical knowledge) and verbal fluency (regarded as a major measure of language production ability). Developmental changes in the brain lateralization of language are discussed, emphasizing that in early life there is an increase in functional brain asymmetry for language, but that this asymmetry changes over time, and that changes in the volume of gray and white matter are age-sensitive. The effects of certain specific variables, such as gender, level of education, and bilingualism are also analyzed. General conclusions are presented and directions for future research are suggested.
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94
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Menzies L, Goddings AL, Whitaker KJ, Blakemore SJ, Viner RM. The effects of puberty on white matter development in boys. Dev Cogn Neurosci 2014; 11:116-28. [PMID: 25454416 PMCID: PMC4352899 DOI: 10.1016/j.dcn.2014.10.002] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Revised: 08/28/2014] [Accepted: 10/10/2014] [Indexed: 01/07/2023] Open
Abstract
White matter microstructural differences occurred between early and late puberty. White matter regions showed reduced mean diffusivity from early to late puberty. Regression models showed that pubertal effects could not simply be ascribed to age. Mean diffusivity decreases were associated with increasing salivary testosterone levels.
Neuroimaging studies demonstrate considerable changes in white matter volume and microstructure during adolescence. Most studies have focused on age-related effects, whilst puberty-related changes are not well understood. Using diffusion tensor imaging and tract-based spatial statistics, we investigated the effects of pubertal status on white matter mean diffusivity (MD) and fractional anisotropy (FA) in 61 males aged 12.7–16.0 years. Participants were grouped into early-mid puberty (≤Tanner Stage 3 in pubic hair and gonadal development; n = 22) and late-post puberty (≥Tanner Stage 4 in pubic hair or gonadal development; n = 39). Salivary levels of pubertal hormones (testosterone, DHEA and oestradiol) were also measured. Pubertal stage was significantly related to MD in diverse white matter regions. No relationship was observed between pubertal status and FA. Regression modelling of MD in the significant regions demonstrated that an interaction model incorporating puberty, age and puberty × age best explained our findings. In addition, testosterone was correlated with MD in these pubertally significant regions. No relationship was observed between oestradiol or DHEA and MD. In conclusion, pubertal status was significantly related to MD, but not FA, and this relationship cannot be explained by changes in chronological age alone.
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Affiliation(s)
- Lara Menzies
- University College London Institute of Cognitive Neuroscience, Alexandra House, 17 Queen Square, London WC1N 3AR, UK; General Adolescent and Paediatric Unit, University College London Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK.
| | - Anne-Lise Goddings
- University College London Institute of Cognitive Neuroscience, Alexandra House, 17 Queen Square, London WC1N 3AR, UK; General Adolescent and Paediatric Unit, University College London Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Kirstie J Whitaker
- Brain Mapping Unit, Department of Psychiatry, Sir William Hardy Building, Downing Street, Cambridge Biomedical Campus, Cambridge CB2 3ED, UK
| | - Sarah-Jayne Blakemore
- University College London Institute of Cognitive Neuroscience, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
| | - Russell M Viner
- General Adolescent and Paediatric Unit, University College London Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
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Squeglia LM, Jacobus J, Brumback T, Meloy MJ, Tapert SF. White matter integrity in alcohol-naive youth with a family history of alcohol use disorders. Psychol Med 2014; 44:2775-86. [PMID: 25066702 PMCID: PMC4134398 DOI: 10.1017/s0033291714000609] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Understanding pre-existing neural vulnerabilities found in youth who are family history positive (FHP) for alcohol use disorders could help inform preventative interventions created to delay initiation age and escalation of heavy drinking. The goal of this study was to compare indices of white matter integrity using diffusion tensor imaging (DTI) between FHP and family history negative (FHN) youth using a sample of 94 alcohol-naive adolescents and to examine if differences were associated with global and domain-specific cognitive functioning. METHOD Participants were 48 FHP and 46 FHN demographically matched, healthy, substance-naive 12- to 14-year-olds (54% female) recruited from local middle schools. Participants completed a neuropsychological test battery and magnetic resonance imaging session, including DTI. RESULTS FHP youth had higher fractional anisotropy and axial diffusivity, and lower radial and mean diffusivity, than FHN youth in 19 clusters spanning projection, association and interhemispheric white matter tracts. Findings were replicated after controlling for age, gender, socio-economic status, grade and pubertal development. Groups did not differ significantly on global or domain-specific neuropsychological test scores. CONCLUSIONS FHP teens showed higher white matter integrity, but similar cognitive functioning, to FHN youth. More mature neural features could be related to more precocious behaviors, such as substance use initiation, in FHP youth. Future research exploring white matter maturation before and after substance use initiation will help elucidate the neurodevelopmental trajectories in youth at risk for substance use disorders, to inform preventive efforts and better understand the sequelae of adolescent alcohol and drug use.
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Affiliation(s)
- L. M. Squeglia
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - J. Jacobus
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- VA San Diego Healthcare System, La Jolla, CA, USA
| | - T. Brumback
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - M. J. Meloy
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - S. F. Tapert
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- VA San Diego Healthcare System, La Jolla, CA, USA
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Christakou A. Present simple and continuous: emergence of self-regulation and contextual sophistication in adolescent decision-making. Neuropsychologia 2014; 65:302-12. [PMID: 25220166 DOI: 10.1016/j.neuropsychologia.2014.09.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Revised: 08/11/2014] [Accepted: 09/02/2014] [Indexed: 11/28/2022]
Abstract
Sophisticated, intentional decision-making is a hallmark of mature, self-aware behaviour. Although neural, psychological, interpersonal, and socioeconomic elements that contribute to such adaptive, foresighted behaviour mature and/or change throughout the life-span, here we concentrate on relevant maturational processes that take place during adolescence, a period of disproportionate developmental opportunity and risk. A brief, eclectic overview is presented of recent evidence, new challenges, and current thinking on the fundamental mechanisms that mature throughout adolescence to support adaptive, self-controlled decision-making. This is followed by a proposal for the putative contribution of frontostriatal mechanisms to the moment-to-moment assembly of evaluative heuristics that mediate increased decision-making sophistication, promoting the maturation of self-regulated behaviour through adolescence and young adulthood.
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Affiliation(s)
- Anastasia Christakou
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, RG6 6AL, United Kingdom.
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97
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Porter JN, Roy AK, Benson B, Carlisi C, Collins PF, Leibenluft E, Pine DS, Luciana M, Ernst M. Age-related changes in the intrinsic functional connectivity of the human ventral vs. dorsal striatum from childhood to middle age. Dev Cogn Neurosci 2014; 11:83-95. [PMID: 25257972 PMCID: PMC6310902 DOI: 10.1016/j.dcn.2014.08.011] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Revised: 07/22/2014] [Accepted: 08/21/2014] [Indexed: 01/26/2023] Open
Abstract
Striatal resting state iFC in 106 healthy individuals ranging from 9 to 44 years. Findings cohere with a dorsal–ventral functional dissociation of the striatum. Ventral striatal (VS) iFC with insula and anterior cingulate decreased with age. Dorsal striatal (DS) iFC with posterior cingulate increased with age.
The striatum codes motivated behavior. Delineating age-related differences within striatal circuitry can provide insights into neural mechanisms underlying ontogenic behavioral changes and vulnerabilities to mental disorders. To this end, a dual ventral/dorsal model of striatal function was examined using resting state intrinsic functional connectivity (iFC) imaging in 106 healthy individuals, ages 9–44. Broadly, the dorsal striatum (DS) is connected to prefrontal and parietal cortices and contributes to cognitive processes; the ventral striatum (VS) is connected to medial orbitofrontal and anterior cingulate cortices, and contributes to affective valuation and motivation. Findings revealed patterns of age-related changes that differed between VS and DS iFCs. We found an age-related increase in DS iFC with posterior cingulate cortex (pCC) that stabilized after the mid-twenties, but a decrease in VS iFC with anterior insula (aIns) and dorsal anterior cingulate cortex (dACC) that persisted into mid-adulthood. These distinct developmental trajectories of VS vs. DS iFC might underlie adolescents’ unique behavioral patterns and vulnerabilities to psychopathology, and also speaks to changes in motivational networks that extend well past 25 years old.
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Affiliation(s)
- James N Porter
- University of Iowa Hospitals and Clinics Department of Neurology, USA
| | - Amy K Roy
- Fordham University, Department of Psychology, USA
| | - Brenda Benson
- Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, USA
| | - Christina Carlisi
- Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, USA
| | | | - Ellen Leibenluft
- Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, USA
| | - Daniel S Pine
- Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, USA
| | - Monica Luciana
- University of Minnesota Department of Psychology, USA; University of Minnesota Center for Neurobehavioral Development, USA
| | - Monique Ernst
- Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, USA.
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98
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Abstract
The triadic neural systems model is a heuristic tool, which was developed with the goal of providing a framework for neuroscience research into motivated behaviors. Unlike dual models that highlight dynamics between approach systems centered on striatal function and control systems centered on prefrontal cortex, the triadic model also includes an avoidance system, centered on amygdala-related circuits. A first application of this model has been to account for adolescent behavior.
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Affiliation(s)
- Monique Ernst
- National Institute of Mental Health, 15K North Drive, MSC 2670, 20892 Bethesda, MD, USA.
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99
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Thayer RE, Callahan TJ, Weiland BJ, Hutchison KE, Bryan AD. Associations between fractional anisotropy and problematic alcohol use in juvenile justice-involved adolescents. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2014; 39:365-71. [PMID: 24200206 DOI: 10.3109/00952990.2013.834909] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Studies have shown associations between heavy alcohol use and white matter alterations in adolescence. Youth involved with the juvenile justice system engage in high levels of risk behavior generally and alcohol use in particular as compared to their non-justice-involved peers. OBJECTIVES This study explored white matter integrity among justice-involved adolescents. Analyses examined fractional anisotropy (FA) and mean diffusivity (MD) between adolescents with low and high levels of problematic alcohol use as assessed by the Alcohol Use Disorders Identification Test (AUDIT). METHODS Participants (N = 125; 80% male; 14-18 years) completed measures assessing psychological status and substance use followed by diffusion tensor imaging (DTI). DTI data for low (n = 51) and high AUDIT (n = 74) adolescents were subjected to cluster-based group comparisons on skeletonized FA and MD data. RESULTS Whole-brain analyses revealed significantly lower FA in clusters in the right and left posterior corona radiata (PCR) and right superior longitudinal fasciculus (SLF) in the high AUDIT group, as well as one cluster in the right anterior corona radiata that showed higher FA in the high AUDIT group. No differences in MD were identified. Exploratory analyses correlated cluster FA with measures of additional risk factors. FA in the right SLF and left PCR was negatively associated with impulsivity. CONCLUSION Justice-involved adolescents with alcohol use problems generally showed poorer FA than their low problematic alcohol use peers. Future research should aim to better understand the nature of the relationship between white matter development and alcohol use specifically as well as risk behavior more generally.
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Affiliation(s)
- Rachel E Thayer
- Department of Psychology and Neuroscience, University of Colorado Boulder , Boulder, CO , USA
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100
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Chung T, Clark DB. Insula white matter volume linked to binge drinking frequency through enhancement motives in treated adolescents. Alcohol Clin Exp Res 2014; 38:1932-40. [PMID: 24930680 DOI: 10.1111/acer.12461] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Accepted: 04/02/2014] [Indexed: 11/27/2022]
Abstract
BACKGROUND Given the insula's role in the representation of bodily states associated with hedonic (i.e., enhancement motives) and aversive (i.e., craving) aspects of substance use, this longitudinal study examined associations between insula structure (i.e., white matter [WM] and gray matter [GM] volume), enhancement motives for alcohol and cannabis use, craving for alcohol and marijuana, and alcohol and cannabis involvement in treated adolescents. Enhancement motives and craving, as conscious representations of bodily states associated with use, were hypothesized as mediators (i.e., linking mechanisms) of the association between insula volume and substance use. METHODS Adolescents (age 14 to 18, N = 30) recruited from substance use treatment reported on enhancement motives and obsession/craving for both alcohol and cannabis at baseline (near the start of treatment), and on alcohol and cannabis involvement (e.g., binge drinking, alcohol abuse/dependence symptom count) at baseline and over 1-year follow-up. Insula WM and GM volumes were determined using FreeSurfer. RESULTS Enhancement motives for drinking served as a link between left insula WM volume and frequency of binge drinking at baseline and 1-year follow-up. This novel finding is consistent with the insula's role in representing bodily states (e.g., "high" associated with binge drinking) that can motivate drinking behavior. Although right insula WM volume was positively correlated with obsession/craving for alcohol, and obsession/craving was positively correlated with alcohol outcomes, the indirect effect was not significant. Insula WM volume was not associated with cannabis-related variables. Insula GM volume was not associated with enhancement motives, obsession/craving, or alcohol involvement. CONCLUSIONS Enhancement motives for alcohol use, but not obsession/craving for alcohol, provided an important link between left insula WM volume and frequency of binge drinking in treated adolescents. Results are consistent with the insula's role in the processing of hedonic bodily states available to conscious awareness, particularly in the form of enhancement motives for alcohol use.
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Affiliation(s)
- Tammy Chung
- Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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