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1.
Circulation ; 143(9): 878-891, 2021 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-33231097

RESUMO

BACKGROUND: Neurocognitive outcomes beyond childhood in people with a Fontan circulation are not well defined. This study aimed to investigate neurocognitive functioning in adolescents and adults with a Fontan circulation and associations with structural brain injury, brain volumetry, and postnatal clinical factors. METHODS: In a binational study, participants with a Fontan circulation without a preexisting major neurological disability were prospectively recruited from the Australia and New Zealand Fontan Registry. Neurocognitive function was assessed by using Cogstate software in 107 participants with a Fontan circulation and compared with control groups with transposition of the great arteries (n=50) and a normal circulation (n=41). Brain MRI with volumetric analysis was performed in the participants with a Fontan circulation and compared with healthy control data from the ABIDE I and II (Autism Brain Imaging Data Exchange) and PING (Pediatric Imaging, Neurocognition, and Genetics) data repositories. Clinical data were retrospectively collected. RESULTS: Of the participants with a Fontan circulation who had a neurocognitive assessment, 55% were male and the mean age was 22.6 years (SD 7.8). Participants with a Fontan circulation performed worse in several areas of neurocognitive function compared with those with transposition of the great arteries and healthy controls (P<0.05). Clinical factors associated with worse neurocognitive outcomes included more inpatient days during childhood, younger age at Fontan surgery, and longer time since Fontan procedure (P<0.05). Adults with a Fontan circulation had more marked neurocognitive dysfunction than adolescents with a Fontan circulation in 2 domains (psychomotor function, P=0.01 and working memory, P=0.02). Structural brain injury was present in the entire Fontan cohort; the presence of white matter injury was associated with worse paired associate learning (P<0.001), but neither the presence nor severity of infarct, subcortical gray matter injury, and microhemorrhage was associated with neurocognitive outcomes. Compared with healthy controls, people with a Fontan circulation had smaller global brain volumes (P<0.001 in all regions) and smaller regional brain volumes in most cerebral cortical regions (P<0.05). Smaller global brain volumes were associated with worse neurocognitive functioning in several domains (P<0.05). A significant positive association was also identified between global brain volumes and resting oxygen saturations (P≤0.04). CONCLUSIONS: Neurocognitive impairment is common in adolescents and adults with a Fontan circulation and is associated with smaller gray and white matter brain volume. Understanding modifiable factors that contribute to brain injury to optimize neurocognitive function is paramount.


Assuntos
Encéfalo/fisiopatologia , Disfunção Cognitiva/etiologia , Técnica de Fontan/efeitos adversos , Adolescente , Adulto , Encéfalo/diagnóstico por imagem , Estudos de Casos e Controles , Disfunção Cognitiva/diagnóstico , Feminino , Substância Cinzenta/diagnóstico por imagem , Substância Cinzenta/fisiopatologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Memória de Curto Prazo , Destreza Motora , Tamanho do Órgão , Sistema de Registros , Estudos Retrospectivos , Transposição dos Grandes Vasos/cirurgia , Substância Branca/diagnóstico por imagem , Substância Branca/fisiopatologia , Adulto Jovem
2.
Pediatr Res ; 89(6): 1452-1460, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-32920605

RESUMO

BACKGROUND: Very preterm (VP) children are at risk of memory and emotional impairments; however, the neural correlates remain incompletely defined. This study investigated the effect of VP birth on white matter tracts traditionally related to episodic memory and emotion. METHODS: The cingulum, fornix, uncinate fasciculus, medial forebrain bundle and anterior thalamic radiation were reconstructed using tractography in 144 VP children and 33 full-term controls at age 7 years. RESULTS: Compared with controls, VP children had higher axial, radial, and mean diffusivities and neurite orientation dispersion, and lower volume and neurite density in the fornix, along with higher neurite orientation dispersion in the medial forebrain bundle. Support vector classification models based on tract measures significantly classified VP children and controls. Higher fractional anisotropy and lower diffusivities in the cingulum, uncinate fasciculus, medial forebrain bundle and anterior thalamic radiation were associated with better episodic memory, independent of key perinatal risk factors. Support vector regression models using tract measures did not predict episodic memory and emotional outcomes. CONCLUSIONS: Altered tract structure is related to adverse episodic memory outcomes in VP children, but further research is required to determine the ability of tract structure to predict outcomes of individual children. IMPACT: We studied white matter fibre tracts thought to be involved in episodic memory and emotion in VP and full-term children using diffusion magnetic resonance imaging and machine learning. VP children have altered fornix and medial forebrain bundle structure compared with full-term children. Altered tract structure can be detected using machine learning, which accurately classified VP and full-term children using tract data. Altered cingulum, uncinate fasciculus, medial forebrain bundle and anterior thalamic radiation structure was associated with poorer episodic memory skills using linear regression. The ability of tract structure to predict episodic memory and emotional outcomes of individual children based on support vector regression was limited.


Assuntos
Emoções , Recém-Nascido Prematuro/fisiologia , Memória , Substância Branca/fisiologia , Estudos de Casos e Controles , Feminino , Humanos , Recém-Nascido , Imageamento por Ressonância Magnética , Masculino
3.
Neuroimage ; 134: 328-337, 2016 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-27046108

RESUMO

OBJECTIVE: To use structural connectivity to (1) compare brain networks between typically and atypically developing (very preterm) children, (2) explore associations between potential perinatal developmental disturbances and brain networks, and (3) describe associations between brain networks and functional impairments in very preterm children. METHODS: 26 full-term and 107 very preterm 7-year-old children (born <30weeks' gestational age and/or <1250g) underwent T1- and diffusion-weighted imaging. Global white matter fibre networks were produced using 80 cortical and subcortical nodes, and edges were created using constrained spherical deconvolution-based tractography. Global graph theory metrics were analysed, and regional networks were identified using network-based statistics. Cognitive and motor function were assessed at 7years of age. RESULTS: Compared with full-term children, very preterm children had reduced density, lower global efficiency and higher local efficiency. Those with lower gestational age at birth, infection or higher neonatal brain abnormality score had reduced connectivity. Reduced connectivity within a widespread network was predictive of impaired IQ, while reduced connectivity within the right parietal and temporal lobes was associated with motor impairment in very preterm children. CONCLUSIONS: This study utilised an innovative structural connectivity pipeline to reveal that children born very preterm have less connected and less complex brain networks compared with typically developing term-born children. Adverse perinatal factors led to disturbances in white matter connectivity, which in turn are associated with impaired functional outcomes, highlighting novel structure-function relationships.


Assuntos
Envelhecimento/fisiologia , Encéfalo/patologia , Encéfalo/fisiopatologia , Deficiências do Desenvolvimento/patologia , Deficiências do Desenvolvimento/fisiopatologia , Envelhecimento/patologia , Encéfalo/diagnóstico por imagem , Criança , Deficiências do Desenvolvimento/diagnóstico por imagem , Feminino , Humanos , Lactente Extremamente Prematuro , Recém-Nascido , Estudos Longitudinais , Masculino , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/patologia , Rede Nervosa/fisiopatologia , Nascimento a Termo
4.
Brain Struct Funct ; 229(1): 151-159, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37982844

RESUMO

Myelination of human brain white matter (WM) continues into adulthood following birth, facilitating connection within and between brain networks. In vivo MRI studies using diffusion weighted imaging (DWI) suggest microstructural properties of brain WM increase over childhood and adolescence. Although DWI metrics, such as fractional anisotropy (FA), could reflect axonal myelination, they are not specific to myelin and could also represent other elements of WM microstructure, for example, fibre architecture, axon diameter and cell swelling. Little work exists specifically examining myelin development. The T1w/T2w ratio approach offers an alternative non-invasive method of estimating brain myelin. The approach uses MRI scans that are routinely part of clinical imaging and only require short acquisition times. Using T1w/T2w ratio maps from three waves of the Neuroimaging of the Children's Attention Project (NICAP) [N = 95 (208 scans); 44% female; ages 9.5-14.20 years] we aimed to investigate the developmental trajectories of brain white matter myelin in children as they enter adolescence. We also aimed to investigate whether longitudinal changes in myelination of brain WM differs between biological sex. Longitudinal regression modelling suggested non-linear increases in WM myelin brain wide. A positive parabolic, or U-shaped developmental trajectory was seen across 69 of 71 WM tracts modelled. At a corrected level, no significant effect for sex was found. These findings build on previous brain development research by suggesting that increases in brain WM microstructure from childhood to adolescence could be attributed to increases in myelin.


Assuntos
Substância Branca , Adolescente , Humanos , Criança , Feminino , Masculino , Substância Branca/diagnóstico por imagem , Bainha de Mielina , Encéfalo/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Imagem de Difusão por Ressonância Magnética
5.
Neurology ; 98(9): e924-e937, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-34937788

RESUMO

BACKGROUND AND OBJECTIVES: To investigate brain regional white matter development in full-term (FT) and very preterm (VP) children at term equivalent and 7 and 13 years of age based on the ratio of T 1- and T 2-weighted MRI (T 1-w/T 2-w), including (1) whether longitudinal changes differ between birth groups or sexes, (2) associations with perinatal risk factors in VP children, and (3) relationships with neurodevelopmental outcomes at 13 years. METHODS: Prospective longitudinal cohort study of VP (born <30 weeks' gestation or <1,250 g) and FT infants born between 2001 and 2004 and followed up at term equivalent and 7 and 13 years of age, including MRI studies and neurodevelopmental assessments. T 1-w/T 2-w images were parcellated into 48 white matter regions of interest. RESULTS: Of 224 VP participants and 76 FT participants, 197 VP and 55 FT participants had useable T 1-w/T 2-w data from at least one timepoint. T 1-w/T 2-w values increased between term equivalent and 13 years of age, with little evidence that longitudinal changes varied between birth groups or sexes. VP birth, neonatal brain abnormalities, being small for gestational age, and postnatal infection were associated with reduced regional T 1-w/T 2-w values in childhood and adolescence. Increased T 1-w/T 2-w values across the white matter at 13 years were associated with better motor and working memory function for all children. Within the FT group only, larger increases in T 1-w/T 2-w values from term equivalent to 7 years were associated with poorer attention and executive function, and higher T 1-w/T 2-w values at 7 years were associated with poorer mathematics performance. DISCUSSION: VP birth and multiple known perinatal risk factors are associated with long-term reductions in the T 1-w/T 2-w ratio in white matter regions in childhood and adolescence, which may relate to alterations in microstructure and myelin content. Increased T 1-w/T 2-w ratio at 13 years appeared to be associated with better motor and working memory function and there appeared to be developmental differences between VP and FT children in the associations for attention, executive functioning, and mathematics performance.


Assuntos
Substância Branca , Adolescente , Encéfalo/diagnóstico por imagem , Criança , Feminino , Humanos , Lactente , Lactente Extremamente Prematuro , Recém-Nascido , Estudos Longitudinais , Imageamento por Ressonância Magnética/métodos , Gravidez , Estudos Prospectivos , Substância Branca/diagnóstico por imagem
6.
Dev Cogn Neurosci ; 51: 100987, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34273749

RESUMO

Children born very preterm (VPT; <32 weeks' gestation) have alterations in brain white matter and poorer math ability than full-term (FT) peers. Diffusion-weighted magnetic resonance imaging studies suggest a link between white matter microstructure and math in VPT and FT children, although longitudinal studies using advanced modelling are lacking. In a prospective longitudinal cohort of VPT and FT children we used Fixel-Based Analysis to investigate associations between maturation of white matter fibre density (FD), fibre-bundle cross-section (FC), and combined fibre density and cross-section (FDC) and math computation ability at 7 (n = 136 VPT; n = 32 FT) and 13 (n = 130 VPT; n = 44 FT) years, as well as between change in white matter and math computation ability from 7 to 13 years (n = 103 VPT; n = 21 FT). In both VPT and FT children, higher FD, FC and FDC in visual, sensorimotor and cortico-thalamic/thalamo-cortical white matter tracts were associated with better math computation ability at 7 and 13 years. Longitudinally, accelerated maturation of the posterior body of the corpus callosum (FDC) was associated with greater math computation development. White matter-math associations were similar for VPT and FT children. In conclusion, white matter maturation is associated with math computation ability across late childhood, irrespective of birth group.


Assuntos
Substância Branca , Criança , Desenvolvimento Infantil , Imagem de Difusão por Ressonância Magnética , Humanos , Lactente Extremamente Prematuro , Recém-Nascido , Estudos Prospectivos , Substância Branca/diagnóstico por imagem
7.
Front Neuroinform ; 7: 32, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24367327

RESUMO

Isolation of the brain from other tissue types in magnetic resonance (MR) images is an important step in many types of neuro-imaging research using both humans and animal subjects. The importance of brain extraction is well appreciated-numerous approaches have been published and the benefits of good extraction methods to subsequent processing are well known. We describe a tool-the marker based watershed scalper (MBWSS)-for isolating the brain in T1-weighted MR images built using filtering and segmentation components from the Insight Toolkit (ITK) framework. The key elements of MBWSS-the watershed transform from markers and aggressive filtering with large kernels-are techniques that have rarely been used in neuroimaging segmentation applications. MBWSS is able to reliably isolate the brain without expensive preprocessing steps, such as registration to an atlas, and is therefore useful as the first stage of processing pipelines. It is an informative example of the level of accuracy achievable without using priors in the form of atlases, shape models or libraries of examples. We validate the MBWSS using a publicly available dataset, a paediatric cohort, an adolescent cohort, intra-surgical scans and demonstrate flexibility of the approach by modifying the method to extract macaque brains.

8.
ANZ J Surg ; 82(6): 452-6, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22571541

RESUMO

BACKGROUND: We report the experience of endoscopic endonasal transsphenoidal surgery (EETS) for resection of pituitary region tumours at Wellington, the central regional referral centre for neurosurgery in New Zealand, and discuss the collaborative mentoring surgical model that enhanced the learning experience. METHOD: Between January 2007 and June 2009, a total of 47 operations on 46 patients were performed and reviewed retrospectively. All patients had perioperative clinical assessment, hormonal profile and magnetic resonance imaging studies for residual/recurrent disease. The collaborative model utilized two neurosurgeons with experience in the microsurgical resection of pituitary tumours: an endoscopic skull base fellowship trained rhinologist and an endoscopic skull base rhinologist with more experience who visited twice a year from Adelaide, Australia. RESULTS: The pathology results included: 30 non-functioning pituitary adenomas, 10 secreting pituitary adenomas, 3 meningiomas, 1 chordoma, 1 anterior skull base adenocarcinoma and 1 clival prostate metastasis. Complete tumour resection was intended and achieved in 38 cases. All 10 patients with secreting adenomas achieved improvement of hormonal profile. Nineteen out of 27 cases demonstrated improvement of vision. Perioperative complications included one epistaxis, three cerebrospinal fluid fistulae, one delayed chronic subdural haematoma and one persistent diabetes insipidus. CONCLUSION: Our results highlight the value of a collaborative mentoring surgical model for a single centre adopting the endoscopic transsphenoidal technique and demonstrate that excellent EETS outcomes can be achieved in a smaller endoscopic skull base unit in Australasia during the learning phase.


Assuntos
Educação Médica Continuada/métodos , Mentores , Modelos Educacionais , Cirurgia Endoscópica por Orifício Natural/educação , Neoplasias/cirurgia , Adenocarcinoma/cirurgia , Adenoma/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Austrália , Cordoma/cirurgia , Feminino , Humanos , Masculino , Neoplasias Meníngeas/cirurgia , Meningioma/cirurgia , Pessoa de Meia-Idade , Cirurgia Endoscópica por Orifício Natural/métodos , Nova Zelândia , Neoplasias Hipofisárias/cirurgia , Complicações Pós-Operatórias , Neoplasias da Próstata/cirurgia , Estudos Retrospectivos , Neoplasias da Base do Crânio/cirurgia , Resultado do Tratamento
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