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1.
AJNR Am J Neuroradiol ; 42(11): 2034-2039, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34674999

RESUMO

BACKGROUND AND PURPOSE: A uniform description of brain MR imaging findings in infants with severe congenital heart disease to assess risk factors, predict outcome, and compare centers is lacking. Our objective was to uniformly describe the spectrum of perioperative brain MR imaging findings in infants with congenital heart disease. MATERIALS AND METHODS: Prospective observational studies were performed at 3 European centers between 2009 and 2019. Brain MR imaging was performed preoperatively and/or postoperatively in infants with transposition of the great arteries, single-ventricle physiology, or left ventricular outflow tract obstruction undergoing cardiac surgery within the first 6 weeks of life. Brain injury was assessed on T1, T2, DWI, SWI, and MRV. A subsample of images was assessed jointly to reach a consensus. RESULTS: A total of 348 MR imaging scans (180 preoperatively, 168 postoperatively, 146 pre- and postoperatively) were obtained in 202 infants. Preoperative, new postoperative, and cumulative postoperative white matter injury was identified in 25%, 30%, and 36%; arterial ischemic stroke, in 6%, 10%, and 14%; hypoxic-ischemic watershed injury in 2%, 1%, and 1%; intraparenchymal cerebral hemorrhage, in 0%, 4%, and 5%; cerebellar hemorrhage, in 6%, 2%, and 6%; intraventricular hemorrhage, in 14%, 6%, and 13%; subdural hemorrhage, in 29%, 17%, and 29%; and cerebral sinovenous thrombosis, in 0%, 10%, and 10%, respectively. CONCLUSIONS: A broad spectrum of perioperative brain MR imaging findings was found in infants with severe congenital heart disease. We propose an MR imaging protocol including T1-, T2-, diffusion-, and susceptibility-weighted imaging, and MRV to identify ischemic, hemorrhagic, and thrombotic lesions observed in this patient group.


Assuntos
Cardiopatias Congênitas , Transposição dos Grandes Vasos , Encéfalo/diagnóstico por imagem , Cardiopatias Congênitas/diagnóstico por imagem , Cardiopatias Congênitas/cirurgia , Humanos , Lactente , Imageamento por Ressonância Magnética , Neuroimagem , Transposição dos Grandes Vasos/diagnóstico por imagem , Transposição dos Grandes Vasos/cirurgia
2.
AJNR Am J Neuroradiol ; 41(8): 1509-1516, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32796100

RESUMO

BACKGROUND AND PURPOSE: Brain MR imaging at term-equivalent age is a useful tool to define brain injury in preterm infants. We report pragmatic clinical radiological assessment of images from a large unselected cohort of preterm infants imaged at term and document the spectrum and frequency of acquired brain lesions and their relation to outcomes at 20 months. MATERIALS AND METHODS: Infants born at <33 weeks' gestation were recruited from South and North West London neonatal units and imaged in a single center at 3T at term-equivalent age. At 20 months' corrected age, they were invited for neurodevelopmental assessment. The frequency of acquired brain lesions and the sensitivity, specificity, and negative and positive predictive values for motor, cognitive, and language outcomes were calculated, and corpus callosal thinning and ventricular dilation were qualitatively assessed. RESULTS: Five hundred four infants underwent 3T MR imaging at term-equivalent age; 477 attended for assessment. Seventy-six percent of infants had acquired lesions, which included periventricular leukomalacia, hemorrhagic parenchymal infarction, germinal matrix-intraventricular hemorrhage, punctate white matter lesions, cerebellar hemorrhage, and subependymal cysts. All infants with periventricular leukomalacia, and 60% of those with hemorrhagic parenchymal infarction had abnormal motor outcomes. Routine 3T MR imaging of the brain at term-equivalent age in an unselected preterm population that demonstrates no focal lesion is 45% sensitive and 61% specific for normal neurodevelopment at 20 months and 17% sensitive and 94% specific for a normal motor outcome. CONCLUSIONS: Acquired brain lesions are common in preterm infants routinely imaged at term-equivalent age, but not all predict an adverse neurodevelopmental outcome.


Assuntos
Encefalopatias/patologia , Deficiências do Desenvolvimento/etiologia , Doenças do Prematuro/patologia , Encefalopatias/diagnóstico por imagem , Encefalopatias/epidemiologia , Estudos de Coortes , Deficiências do Desenvolvimento/epidemiologia , Feminino , Idade Gestacional , Humanos , Lactente , Recém-Nascido , Recém-Nascido Prematuro , Doenças do Prematuro/diagnóstico por imagem , Doenças do Prematuro/epidemiologia , Imageamento por Ressonância Magnética/métodos , Masculino
3.
Magn Reson Med ; 82(5): 1631-1645, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31183892

RESUMO

PURPOSE: To investigate the potential of continuous radiofrequency (RF) shifting (SWEEP) as a technique for creating densely sampled data while maintaining a stable signal state for dynamic imaging. METHODS: We present a method where a continuous stable state of magnetization is swept smoothly across the anatomy of interest, creating an efficient approach to dense multiple 2D slice imaging. This is achieved by introducing a linear frequency offset to successive RF pulses shifting the excited slice by a fraction of the slice thickness with each successive repeat times (TR). Simulations and in vivo imaging were performed to assess how this affects the measured signal. Free breathing, respiration resolved 4D volumes in fetal/placental imaging is explored as potential application of this method. RESULTS: The SWEEP method maintained a stable signal state over a full acquisition reducing artifacts from unstable magnetization. Simulations demonstrated that the effects of SWEEP on slice profiles was of the same order as that produced by physiological motion observed with conventional methods. Respiration resolved 4D data acquired with this method shows reduced respiration artifacts and resilience to non-rigid and non-cyclic motion. CONCLUSIONS: The SWEEP method is presented as a technique for improved acquisition efficiency of densely sampled short-TR 2D sequences. Using conventional slice excitation the number of RF pulses required to enter a true steady state is excessively high when using short-TR 2D acquisitions, SWEEP circumvents this limitation by creating a stable signal state that is preserved between slices.


Assuntos
Imageamento por Ressonância Magnética/métodos , Respiração , Artefatos , Mapeamento Encefálico/métodos , Simulação por Computador , Feminino , Humanos , Aumento da Imagem/métodos , Processamento de Imagem Assistida por Computador/métodos , Angiografia por Ressonância Magnética , Placenta/irrigação sanguínea , Placenta/diagnóstico por imagem , Gravidez
4.
BJOG ; 126(7): e142-e151, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30916430

RESUMO

Heart problems are common in newborn babies, affecting approximately 5-10 in 1000 babies. Some are more serious than others, but most babies born with heart problems do not have other health issues. Of those babies who have a serious heart problem, almost 1 in 4 will have heart surgery in their first year. In the UK, pregnant women are offered a scan at around 20 weeks to try and spot any heart problems. In most cases there is not a clear reason for the problem, but sometimes other issues, such as genetic conditions, are discovered. In recent years the care given to these babies after they are born has improved their chances of surviving. However, it is recognised that babies born with heart problems have a risk of delays in their learning and development. This may be due to their medical condition, or as a result of surgery and complications after birth. In babies with heart problems, there is a need for more research on ultrasound and magnetic resonance imaging (MRI) to understand how the brain develops and why these babies are more likely to have delays in learning and development. This paper discusses the way ultrasound and MRI are used in assessing the baby's brain. Ultrasound is often used to spot any problems, looking at how the baby's brain develops in pregnancy. Advances in ultrasound technologies have made this easier. MRI is well-established and safe in pregnancy, and if problems in the brain have been seen on ultrasound, MRI may be used to look at these problems in more detail. While it is not always clear what unusual MRI findings can mean for the baby in the long term, increased understanding may mean parents can be given more information about possible outcomes for the baby and may help to improve the counselling they are offered before their baby's birth.


Assuntos
Doenças Fetais/diagnóstico , Cardiopatias Congênitas/diagnóstico , Encefalopatias/diagnóstico , Encefalopatias/embriologia , Feminino , Cardiopatias Congênitas/embriologia , Cardiopatias Congênitas/etiologia , Humanos , Imageamento por Ressonância Magnética/métodos , Transtornos do Neurodesenvolvimento/diagnóstico , Exame Neurológico/métodos , Gravidez , Diagnóstico Pré-Natal/métodos , Prognóstico , Ultrassonografia Pré-Natal/métodos
5.
J Neurophysiol ; 121(3): 1018-1033, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30673362

RESUMO

Little is known about the spatial origins of auditory nerve (AN) compound action potentials (CAPs) evoked by moderate to intense sounds. We studied the spatial origins of AN CAPs evoked by 2- to 16-kHz tone bursts at several sound levels by slowly injecting kainic acid solution into the cochlear apex of anesthetized guinea pigs. As the solution flowed from apex to base, it sequentially reduced CAP responses from low- to high-frequency cochlear regions. The times at which CAPs were reduced, combined with the cochlear location traversed by the solution at that time, showed the cochlear origin of the removed CAP component. For low-level tone bursts, the CAP origin along the cochlea was centered at the characteristic frequency (CF). As sound level increased, the CAP center shifted basally for low-frequency tone bursts but apically for high-frequency tone bursts. The apical shift was surprising because it is opposite the shift expected from AN tuning curve and basilar membrane motion asymmetries. For almost all high-level tone bursts, CAP spatial origins extended over 2 octaves along the cochlea. Surprisingly, CAPs evoked by high-level low-frequency (including 2 kHz) tone bursts showed little CAP contribution from CF regions ≤ 2 kHz. Our results can be mostly explained by spectral splatter from the tone-burst rise times, excitation in AN tuning-curve "tails," and asynchronous AN responses to high-level energy ≤ 2 kHz. This is the first time CAP origins have been identified by a spatially specific technique. Our results show the need for revising the interpretation of the cochlear origins of high-level CAPs-ABR wave 1. NEW & NOTEWORTHY Cochlear compound action potentials (CAPs) and auditory brain stem responses (ABRs) are routinely used in laboratories and clinics. They are typically interpreted as arising from the cochlear region tuned to the stimulus frequency. However, as sound level is increased, the cochlear origins of CAPs from tone bursts of all frequencies become very wide and their centers shift toward the most sensitive cochlear region. The standard interpretation of CAPs and ABRs from moderate to intense stimuli needs revision.


Assuntos
Potenciais de Ação , Núcleo Coclear/fisiologia , Potenciais Evocados Auditivos do Tronco Encefálico , Animais , Feminino , Cobaias , Masculino , Percepção da Altura Sonora
6.
AJNR Am J Neuroradiol ; 39(8): 1519-1522, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29880478

RESUMO

BACKGROUND AND PURPOSE: Fetal motor behavior is widely used as a clinical indicator for healthy development; however, our understanding of its potential as a marker for neurologic integrity is underdeveloped. MR imaging allows complete views of the whole fetus, which, combined with brain imaging, may improve the characterization of this relationship. This study aimed to combine an analysis of fetal motor behavior, brain MR imaging, and postnatal outcome, to provide insight into neurodevelopmental correlates of motor behavior. MATERIALS AND METHODS: Cine MR imaging was used to acquire sequences of fetal motor behavior in subjects with normal and abnormal findings on conventional brain MR imaging between 18 weeks' gestation and term. General movement sequences were analyzed using established criteria. Brain MR imaging was reported by an expert fetal neuroradiologist. Subjects were followed for up to 4 years postnatally with standard postnatal assessments. RESULTS: Nineteen of 21 fetuses with normal brain MR imaging findings showed normal general movements, compared with 14 of 22 of the fetuses with abnormal brain MR imaging findings, which, when classified by severity of the malformation, showed a significant relationship with postnatal outcome (P = .021). There was a significant relationship among neurodevelopmental outcome, general movement quality, and MR imaging of the brain (P = .020). CONCLUSIONS: The findings from this study demonstrate that a combined structural and functional imaging approach to the fetus will improve the characterization of early neurologic integrity, with the potential to inform postnatal outcome. This also lays the groundwork for further in vivo research as advanced imaging techniques are developed to study fetal neurologic development.


Assuntos
Encéfalo/diagnóstico por imagem , Feto/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Movimento , Diagnóstico Pré-Natal/métodos , Encéfalo/anormalidades , Feminino , Idade Gestacional , Humanos , Masculino , Movimento/fisiologia , Neuroimagem/métodos , Gravidez
7.
Neuroimage Clin ; 11: 139-148, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26937382

RESUMO

Ventriculomegaly (VM) is the most common central nervous system abnormality diagnosed antenatally, and is associated with developmental delay in childhood. We tested the hypothesis that antenatally diagnosed isolated VM represents a biological marker for altered white matter (WM) and cortical grey matter (GM) development in neonates. 25 controls and 21 neonates with antenatally diagnosed isolated VM had magnetic resonance imaging at 41.97(± 2.94) and 45.34(± 2.14) weeks respectively. T2-weighted scans were segmented for volumetric analyses of the lateral ventricles, WM and cortical GM. Diffusion tensor imaging (DTI) measures were assessed using voxel-wise methods in WM and cortical GM; comparisons were made between cohorts. Ventricular and cortical GM volumes were increased, and WM relative volume was reduced in the VM group. Regional decreases in fractional anisotropy (FA) and increases in mean diffusivity (MD) were demonstrated in WM of the VM group compared to controls. No differences in cortical DTI metrics were observed. At 2 years, neurodevelopmental delays, especially in language, were observed in 6/12 cases in the VM cohort. WM alterations in isolated VM cases may be consistent with abnormal development of WM tracts involved in language and cognition. Alterations in WM FA and MD may represent neural correlates for later neurodevelopmental deficits.


Assuntos
Cognição/fisiologia , Hidrocefalia/diagnóstico por imagem , Substância Branca/diagnóstico por imagem , Adulto , Anisotropia , Imagem de Tensor de Difusão/métodos , Feminino , Substância Cinzenta/diagnóstico por imagem , Substância Cinzenta/fisiopatologia , Humanos , Hidrocefalia/fisiopatologia , Lactente , Recém-Nascido , Imageamento por Ressonância Magnética/métodos , Masculino , Substância Branca/fisiopatologia
8.
Neuroimage ; 120: 467-80, 2015 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-26070259

RESUMO

In this study, we construct a spatio-temporal surface atlas of the developing cerebral cortex, which is an important tool for analysing and understanding normal and abnormal cortical development. In utero Magnetic Resonance Imaging (MRI) of 80 healthy fetuses was performed, with a gestational age range of 21.7 to 38.9 weeks. Topologically correct cortical surface models were extracted from reconstructed 3D MRI volumes. Accurate correspondences were obtained by applying a joint spectral analysis to cortices for sets of subjects close to a specific age. Sulcal alignment was found to be accurate in comparison to spherical demons, a state of the art registration technique for aligning 2D cortical representations (average Fréchet distance≈0.4 mm at 30 weeks). We construct consistent, unbiased average cortical surface templates, for each week of gestation, from age-matched groups of surfaces by applying kernel regression in the spectral domain. These were found to accurately capture the average cortical shape of individuals within the cohort, suggesting a good alignment of cortical geometry. Each spectral embedding and its corresponding cortical surface template provide a dual reference space where cortical geometry is aligned and a vertex-wise morphometric analysis can be undertaken.


Assuntos
Atlas como Assunto , Córtex Cerebral/anatomia & histologia , Feto/anatomia & histologia , Imageamento por Ressonância Magnética/métodos , Córtex Cerebral/crescimento & desenvolvimento , Feminino , Desenvolvimento Fetal , Idade Gestacional , Humanos , Gravidez
9.
QJM ; 108(5): 361-8, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25267727

RESUMO

BACKGROUND: Phaeochromocytoma (phaeo) and paraganglioma (PGL) are rare conditions, which are malignant in up to 30%. Optimal treatment is controversial, but in patients with metastatic iodine-131-meta-iodobenzylguanidine ((123)I-MIBG) avid tumours, we offer (131)I-MIBG therapy. We summarize response rates, survival and safety in a cohort of such patients treated with (131)I-MIBG in our centre from 1986 to 2012. DESIGN/METHODS: Retrospective analysis of the case notes of patients with metastatic phaeo/PGL who received (131)I-MIBG was undertaken; patients underwent clinical, biochemical and radiological evaluation within 6 months of each course of (131)I-MIBG therapy. RESULTS: Twenty-two patients (9 males) were identified, 12 with metastatic PGL and 10 with phaeo. Overall median follow-up time after first dose of (131)I-MIBG was 53 months. In total, 68 doses of (131)I-MIBG were administered; average dose was 9967 MBq (269.4 mCi). After the first dose, >50% of patients demonstrated disease stability or partial response; progressive disease was seen in 9%. A subset of patients underwent repeated treatment with the majority demonstrating partial response or stable disease. No life-threatening adverse events were reported, but three patients developed hypothyroidism and two developed ovarian failure after repeated dosing. Five-year survival after original diagnosis was 68% and median (+inter quartile range) survival from date of diagnosis was 17 years (7.6-26.4) with no difference in survival according to diagnosis (P < 0.1). CONCLUSIONS: (131)I-MIBG is well tolerated and associates with disease stabilization or improvement in the majority of patients with metastatic phaeo/PGL. However, stronger conclusions on treatment effectiveness are limited by lack of a directly comparable 'control group' as well as an alternative 'gold standard' treatment.


Assuntos
3-Iodobenzilguanidina/administração & dosagem , Neoplasias das Glândulas Suprarrenais/radioterapia , Paraganglioma/radioterapia , Feocromocitoma/radioterapia , Compostos Radiofarmacêuticos/administração & dosagem , 3-Iodobenzilguanidina/efeitos adversos , Adolescente , Neoplasias das Glândulas Suprarrenais/secundário , Adulto , Idoso , Gerenciamento Clínico , Feminino , Testes Genéticos , Humanos , Masculino , Pessoa de Meia-Idade , Paraganglioma/metabolismo , Feocromocitoma/metabolismo , Compostos Radiofarmacêuticos/efeitos adversos , Estudos Retrospectivos , Centros de Atenção Terciária , Resultado do Tratamento , Adulto Jovem
10.
Neuroimage ; 101: 633-43, 2014 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-25058899

RESUMO

Motion correction is a key element for imaging the fetal brain in-utero using Magnetic Resonance Imaging (MRI). Maternal breathing can introduce motion, but a larger effect is frequently due to fetal movement within the womb. Consequently, imaging is frequently performed slice-by-slice using single shot techniques, which are then combined into volumetric images using slice-to-volume reconstruction methods (SVR). For successful SVR, a key preprocessing step is to isolate fetal brain tissues from maternal anatomy before correcting for the motion of the fetal head. This has hitherto been a manual or semi-automatic procedure. We propose an automatic method to localize and segment the brain of the fetus when the image data is acquired as stacks of 2D slices with anatomy misaligned due to fetal motion. We combine this segmentation process with a robust motion correction method, enabling the segmentation to be refined as the reconstruction proceeds. The fetal brain localization process uses Maximally Stable Extremal Regions (MSER), which are classified using a Bag-of-Words model with Scale-Invariant Feature Transform (SIFT) features. The segmentation process is a patch-based propagation of the MSER regions selected during detection, combined with a Conditional Random Field (CRF). The gestational age (GA) is used to incorporate prior knowledge about the size and volume of the fetal brain into the detection and segmentation process. The method was tested in a ten-fold cross-validation experiment on 66 datasets of healthy fetuses whose GA ranged from 22 to 39 weeks. In 85% of the tested cases, our proposed method produced a motion corrected volume of a relevant quality for clinical diagnosis, thus removing the need for manually delineating the contours of the brain before motion correction. Our method automatically generated as a side-product a segmentation of the reconstructed fetal brain with a mean Dice score of 93%, which can be used for further processing.


Assuntos
Encéfalo/anatomia & histologia , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Encéfalo/embriologia , Feminino , Feto , Idade Gestacional , Humanos , Movimento (Física) , Gravidez , Diagnóstico Pré-Natal , Sensibilidade e Especificidade
11.
Neuroimage ; 91: 21-32, 2014 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-24473102

RESUMO

We automatically quantify patterns of normal cortical folding in the developing fetus from in utero MR images (N=80) over a wide gestational age (GA) range (21.7 to 38.9weeks). This work on data from healthy subjects represents a first step towards characterising abnormal folding that may be related to pathology, facilitating earlier diagnosis and intervention. The cortical boundary was delineated by automatically segmenting the brain MR image into a number of key structures. This utilised a spatio-temporal atlas as tissue priors in an expectation-maximization approach with second order Markov random field (MRF) regularization to improve the accuracy of the cortical boundary estimate. An implicit high resolution surface was then used to compute cortical folding measures. We validated the automated segmentations with manual delineations and the average surface discrepancy was of the order of 1mm. Eight curvature-based folding measures were computed for each fetal cortex and used to give summary shape descriptors. These were strongly correlated with GA (R(2)=0.99) confirming the close link between neurological development and cortical convolution. This allowed an age-dependent non-linear model to be accurately fitted to the folding measures. The model supports visual observations that, after a slow initial start, cortical folding increases rapidly between 25 and 30weeks and subsequently slows near birth. The model allows the accurate prediction of fetal age from an observed folding measure with a smaller error where growth is fastest. We also analysed regional patterns in folding by parcellating each fetal cortex using a nine-region anatomical atlas and found that Gompertz models fitted the change in lobar regions. Regional differences in growth rate were detected, with the parietal and posterior temporal lobes exhibiting the fastest growth, while the cingulate, frontal and medial temporal lobes developed more slowly.


Assuntos
Córtex Cerebral/anatomia & histologia , Córtex Cerebral/embriologia , Feto/anatomia & histologia , Imageamento por Ressonância Magnética/métodos , Adulto , Algoritmos , Atlas como Assunto , Córtex Cerebral/crescimento & desenvolvimento , Interpretação Estatística de Dados , Feminino , Idade Gestacional , Humanos , Processamento de Imagem Assistida por Computador , Modelos Lineares , Gravidez , Reprodutibilidade dos Testes
12.
AJNR Am J Neuroradiol ; 34(6): 1124-36, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-22576885

RESUMO

SUMMARY: Fetal and neonatal MR imaging is increasingly used as a complementary diagnostic tool to sonography. MR imaging is an ideal technique for imaging fetuses and neonates because of the absence of ionizing radiation, the superior contrast of soft tissues compared with sonography, the availability of different contrast options, and the increased FOV. Motion in the normally mobile fetus and the unsettled, sleeping, or sedated neonate during a long acquisition will decrease image quality in the form of motion artifacts, hamper image interpretation, and often necessitate a repeat MR imaging to establish a diagnosis. This article reviews current techniques of motion compensation in fetal and neonatal MR imaging, including the following: 1) motion-prevention strategies (such as adequate patient preparation, patient coaching, and sedation, when required), 2) motion-artifacts minimization methods (such as fast imaging protocols, data undersampling, and motion-resistant sequences), and 3) motion-detection/correction schemes (such as navigators and self-navigated sequences, external motion-tracking devices, and postprocessing approaches) and their application in fetal and neonatal brain MR imaging. Additionally some background on the repertoire of motion of the fetal and neonatal patient and the resulting artifacts will be presented, as well as insights into future developments and emerging techniques of motion compensation.


Assuntos
Doenças Fetais/patologia , Doenças do Recém-Nascido/patologia , Imageamento por Ressonância Magnética/métodos , Diagnóstico Pré-Natal/métodos , Artefatos , Feminino , Humanos , Recém-Nascido , Movimento (Física) , Gravidez
13.
Arch Dis Child Fetal Neonatal Ed ; 97(5): F377-84, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22933099

RESUMO

Neonatal stroke encompasses a range of focal and multifocal ischaemic and haemorrhagic tissue injuries. This review will concentrate on focal brain injury that occurs as a consequence of arterial infarction, most frequently the left middle cerebral artery, or more rarely as a consequence of cerebral sinus venous thrombosis (CSVT). Both conditions are multifactorial in origin. The incidence of both acquired and genetic thrombophilic disorders in both mothers and infants is high although rarely causal in isolation. Neurodevelopmental morbidity occurs in over 50% of children. Specific therapy in the form of anticoagulation is currently only recommended in CSVT and needs to be carefully monitored in the presence of haemorrhage.


Assuntos
Isquemia Encefálica , Doenças de Pequenos Vasos Cerebrais , Acidente Vascular Cerebral , Isquemia Encefálica/diagnóstico , Isquemia Encefálica/patologia , Isquemia Encefálica/fisiopatologia , Hemorragia Cerebral/diagnóstico , Doenças de Pequenos Vasos Cerebrais/diagnóstico , Doenças de Pequenos Vasos Cerebrais/fisiopatologia , Humanos , Recém-Nascido , Infarto da Artéria Cerebral Média/diagnóstico , Embolia Intracraniana/fisiopatologia , Trombose Intracraniana/fisiopatologia , Imageamento por Ressonância Magnética , Fatores de Risco , Trombose do Seio Sagital/diagnóstico , Acidente Vascular Cerebral/patologia , Tálamo
14.
IEEE Trans Med Imaging ; 30(12): 2072-86, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-21788184

RESUMO

Large medical image datasets form a rich source of anatomical descriptions for research into pathology and clinical biomarkers. Many features may be extracted from data such as MR images to provide, through manifold learning methods, new representations of the population's anatomy. However, the ability of any individual feature to fully capture all aspects morphology is limited. We propose a framework for deriving a representation from multiple features or measures which can be chosen to suit the application and are processed using separate manifold-learning steps. The results are then combined to give a single set of embedding coordinates for the data. We illustrate the framework in a population study of neonatal brain MR images and show how consistent representations, correlating well with clinical data, are given by measures of shape and of appearance. These particular measures were chosen as the developing neonatal brain undergoes rapid changes in shape and MR appearance and were derived from extracted cortical surfaces, nonrigid deformations, and image similarities. Combined single embeddings show improved correlations demonstrating their benefit for further studies such as identifying patterns in the trajectories of brain development. The results also suggest a lasting effect of age at birth on brain morphology, coinciding with previous clinical studies.


Assuntos
Encéfalo/anatomia & histologia , Encéfalo/crescimento & desenvolvimento , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Modelos Biológicos , Reconhecimento Automatizado de Padrão/métodos , Algoritmos , Feminino , Idade Gestacional , Humanos , Recém-Nascido , Masculino
15.
Neurology ; 76(24): 2055-61, 2011 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-21670434

RESUMO

OBJECTIVES: Central gray matter damage, the hallmark of term acute perinatal hypoxia-ischemia, frequently leads to severe cerebral palsy and sometimes death. The precision with which these outcomes can be determined from neonatal imaging has not been fully explored. We evaluated the accuracy of early brain MRI for predicting death, the presence and severity of motor impairment, and ability to walk at 2 years in term infants with hypoxic-ischemic encephalopathy (HIE) and basal ganglia-thalamic (BGT) lesions. METHODS: From 1993 to 2007, 175 term infants with evidence of perinatal asphyxia, HIE, and BGT injury seen on early MRI scans were studied. BGT, white matter, posterior limb of the internal capsule (PLIC), and cortex and brainstem abnormality were classified by severity. Motor impairment was staged using the Gross Motor Function Classification System. RESULTS: The severity of BGT lesions was strongly associated with the severity of motor impairment (Spearman rank correlation 0.77; p < 0.001). The association between white matter, cortical, and brainstem injury and motor impairment was less strong and only BGT injury correlated significantly in a logistic regression model. The predictive accuracy of severe BGT lesions for severe motor impairment was 0.89 (95% confidence interval 0.83-0.96). Abnormal PLIC signal intensity predicted the inability to walk independently by 2 years (sensitivity 0.92, specificity 0.77, positive predictive value 0.88, negative predictive value 0.85). Brainstem injury was the only factor with an independent association with death. CONCLUSION: We have shown that in term newborns with HIE and BGT injury, early MRI can be used to predict death and specific motor outcomes.


Assuntos
Hipóxia-Isquemia Encefálica/complicações , Hipóxia-Isquemia Encefálica/mortalidade , Hipóxia-Isquemia Encefálica/patologia , Transtornos dos Movimentos/etiologia , Transtornos dos Movimentos/patologia , Transtornos dos Movimentos/fisiopatologia , Caminhada , Gânglios da Base/patologia , Deficiências do Desenvolvimento/etiologia , Deficiências do Desenvolvimento/patologia , Deficiências do Desenvolvimento/fisiopatologia , Humanos , Hipóxia-Isquemia Encefálica/fisiopatologia , Lactente , Recém-Nascido , Cápsula Interna/patologia , Imageamento por Ressonância Magnética/métodos , Valor Preditivo dos Testes , Estudos Retrospectivos , Tálamo/patologia
16.
AJNR Am J Neuroradiol ; 32(2): 331-8, 2011 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21087938

RESUMO

BACKGROUND AND PURPOSE: The assessment of motor function is an essential component of neurologic examinations, which imaging studies have extended to the fetus. US assessment is hampered by a limited FOV, whereas MR imaging has the potential to be an alternative. Our objectives were to optimize a cine MR imaging sequence for capturing fetal movements and to perform a pilot analysis of the relationship between the frequency of movements and uterine spatial constrictions in healthy fetuses. MATERIALS AND METHODS: Initially, a bSSFP cine sequence was selected for optimization, and various compromises were explored in all acquisition parameters to achieve an effective balance between anatomic coverage of the fetus and the temporal resolution of cine data, with the aim of maximizing both. Subsequently, cross-sectional qualitative and quantitative analyses of fetal movements were performed prospectively by using a cohort of 37 healthy fetuses (median GA, 29 weeks; range, 20-37 weeks) with the optimized cine protocol. Two smaller subgroups were selected for representative sampling of overall behavior patterns by using cine data of longer duration and for volumetric quantification of free intrauterine space. RESULTS: The optimized cine sequence, with TR/TE of 3.21/1.59 ms, coupled with parallel imaging and partial-Fourier imaging, resulted in a section-acquisition time of 0.303 seconds. Anatomic coverage was enhanced by using a combination of thick sagittal sections (30-40 mm) and multisection acquisitions to display movements in all fetal limbs, head, and trunk simultaneously. All expected motor patterns were observed throughout this gestational period, and a significant decreasing trend in overall movement frequency with age was demonstrated (r = -0.514, P = .0011). Also a significant negative correlation was found between overall movement frequency and the total intrauterine free space (r = -0.703, P = .0001). Furthermore, a significant decrease in the frequency of leg movements was shown in fetuses older then 30 weeks' GA compared with those younger than that (P = .015). CONCLUSIONS: Cine MR imaging is effective for observing fetal movements from midgestation with near full-body coverage. Also, reductions in free space with increasing GA appear to be a factor in the gradual reductions in overall levels of fetal activity as well as in restrictions in movement within specific regions of the fetal anatomy.


Assuntos
Comportamento/fisiologia , Vias Eferentes/anatomia & histologia , Vias Eferentes/fisiologia , Feto/fisiologia , Imageamento por Ressonância Magnética/métodos , Atividade Motora/fisiologia , Feminino , Humanos , Imageamento por Ressonância Magnética/normas , Imageamento por Ressonância Magnética/estatística & dados numéricos , Variações Dependentes do Observador , Projetos Piloto , Postura/fisiologia , Gravidez , Diagnóstico Pré-Natal , Valores de Referência , Útero/anatomia & histologia
17.
Artigo em Inglês | MEDLINE | ID: mdl-20879376

RESUMO

MR image data can provide many features or measures although any single measure is unlikely to comprehensively characterize the underlying morphology. We present a framework in which multiple measures are used in manifold learning steps to generate coordinate embeddings which are then combined to give an improved single representation of the population. An application to neonatal brain MRI data shows that the use of shape and appearance measures in particular leads to biologically plausible and consistent representations correlating well with clinical data. Orthogonality among the correlations suggests the embedding components relate to comparatively independent morphological features. The rapid changes that occur in brain shape and in MR image appearance during neonatal brain development justify the use of shape measures (obtained from a deformation metric) and appearance measures (obtained from image similarity). The benefit of combining separate embeddings is demonstrated by improved correlations with clinical data and we illustrate the potential of the proposed framework in characterizing trajectories of brain development.


Assuntos
Algoritmos , Encéfalo/anatomia & histologia , Encéfalo/crescimento & desenvolvimento , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Reconhecimento Automatizado de Padrão/métodos , Diagnóstico Pré-Natal/métodos , Inteligência Artificial , Humanos , Aumento da Imagem/métodos , Recém-Nascido , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
18.
Neuroimage ; 52(2): 409-14, 2010 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-20451627

RESUMO

Diffuse white matter injury is common in preterm infants and is a candidate substrate for later cognitive impairment. This injury pattern is associated with morphological changes in deep grey nuclei, the localization of which is uncertain. We test the hypotheses that diffuse white matter injury is associated with discrete focal tissue loss, and that this image phenotype is associated with impairment at 2years. We acquired magnetic resonance images from 80 preterm infants at term equivalent (mean gestational age 29(+6)weeks) and 20 control infants (mean GA 39(+2)weeks). Diffuse white matter injury was defined by abnormal apparent diffusion coefficient values in one or more white matter region (frontal, central or posterior white matter at the level of the centrum semiovale), and morphological difference between groups was calculated from 3D images using deformation based morphometry. Neurodevelopmental assessments were obtained from preterm infants at a mean chronological age of 27.5months, and from controls at a mean age of 31.1months. We identified a common image phenotype in 66 of 80 preterm infants at term equivalent comprising: diffuse white matter injury; and tissue volume reduction in the dorsomedial nucleus of the thalamus, the globus pallidus, periventricular white matter, the corona radiata and within the central region of the centrum semiovale (t=4.42 p<0.001 false discovery rate corrected). The abnormal image phenotype is associated with reduced median developmental quotient (DQ) at 2years (DQ=92) compared with control infants (DQ=112), p<0.001. These findings indicate that specific neural systems are susceptible to maldevelopment after preterm birth, and suggest that neonatal image phenotype may serve as a useful biomarker for studying mechanisms of injury and the effect of putative therapeutic interventions.


Assuntos
Encéfalo/patologia , Transtornos Cognitivos/patologia , Recém-Nascido Prematuro , Estudos de Casos e Controles , Transtornos Cognitivos/diagnóstico , Difusão , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento Tridimensional , Recém-Nascido , Imageamento por Ressonância Magnética , Masculino , Fibras Nervosas Mielinizadas/patologia , Tamanho do Órgão , Fenótipo , Prognóstico
19.
AJNR Am J Neuroradiol ; 30(10): 1955-62, 2009 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19643922

RESUMO

BACKGROUND AND PURPOSE: It has been shown that the brain of a preterm infant develops differently from that of a term infant, but little is known about the neonatal cerebrovascular anatomy. Our aims were to establish reference data for the prevalence of the anatomic variations of the neonatal circle of Willis (CoW) and to explore the effect of prematurity, MR imaging abnormality, vascular-related abnormality, laterality, and sex on these findings. MATERIALS AND METHODS: We scanned 103 infants with an optimized MR angiography (MRA) protocol. Images were analyzed for different variations of the CoW, and results were compared for the following: 1) preterm-at-term and term-born infants, 2) infants with normal and abnormal MR imaging, 3) infants with and without a vascular-related abnormality, 4) boys and girls, and 5) left- and right-sided occurrence. RESULTS: The most common anatomic variation was absence/hypoplasia of the posterior communicating artery. Preterm infants at term had a higher prevalence of a complete CoW and a lower prevalence of anatomic variations compared with term-born infants; this finding was significant for the anterior cerebral artery (P = .02). There was increased prevalence of variations of the major cerebral arteries in those infants with vascular-related abnormalities, statistically significant for the posterior cerebral artery (P = .004). There was no statistically significant difference between boys and girls and left/right variations. CONCLUSIONS: Prematurity is associated with more complete CoWs and fewer anatomic variations. In vascular-related abnormalities, more variations involved major arterial segments, but fewer variations occurred in the communicating arteries. Overall reference values of the variations match those of the general adult population.


Assuntos
Angiografia Cerebral/métodos , Círculo Arterial do Cérebro/anormalidades , Círculo Arterial do Cérebro/anatomia & histologia , Anormalidades Congênitas/epidemiologia , Recém-Nascido Prematuro , Angiografia por Ressonância Magnética/métodos , Angiografia Cerebral/normas , Angiografia Cerebral/estatística & dados numéricos , Anormalidades Congênitas/patologia , Feminino , Lateralidade Funcional , Humanos , Imageamento Tridimensional , Recém-Nascido , Angiografia por Ressonância Magnética/normas , Angiografia por Ressonância Magnética/estatística & dados numéricos , Masculino , Prevalência , Valores de Referência
20.
BJOG ; 116(6): 804-12, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19432569

RESUMO

OBJECTIVE: To document co-twin death/pregnancy loss and brain injury after single intrauterine death (sIUD) in monochorionic pregnancies. DESIGN: A total of 135 pregnancies with sIUD were reviewed for co-twin IUD, miscarriage and abnormal antenatal and postnatal neuro-imaging. SETTING: A tertiary referral fetal medicine unit from 2000 to 2007. POPULATION OR SAMPLE: All cases referred with a single fetal death in monochorionic pregnancy, including those where sIUD was spontaneous or occurred after fetoscopic laser treatment, or resulted from selective termination by cord occlusion with bipolar diathermy or intrafetal vascular ablation with interstitial laser. METHODS: Clinical details and ultrasound findings of the study population were retrieved from ultrasound and institutional databases. Delivery and neonatal outcome data were obtained from discharge summaries supplemented by individual chart review. MAIN OUTCOME MEASURES: Co-twin death or pregnancy loss and neurologic injury assessed on antenatal ultrasound and MR-imaging. RESULTS: A total of 81 sIUDs resulted from vascular occlusive feticide (diathermy or interstitial laser), 22 followed placental laser and 32 were spontaneous. In 22 pregnancies (16.8%), the co-twin died in utero and eight pregnancies miscarried (6.1%). Antenatal magnetic resonance (MR) imaging in 76/91 (83.5%) continuing pregnancies detected antenatal brain injury in five (6.6%). Three infants (two not scanned antenatally) had abnormalities detected postnatally. Brain abnormality was detected less often after procedure related (2.6%, 2/77) than spontaneous sIUD (22.2%, 6/27, P = 0.003) and after early compared with late gestation sIUD (3.6%, 4/111 versus 20.0%, 4/20; P = 0.02). CONCLUSIONS: We confirm substantial co-twin loss (22.9%) after monochorionic sIUD, but a low risk of antenatally acquired MRI-identified brain injury, suggesting this risk has been overestimated. Procedures restricting inter-twin transfusion reduce, but do not negate risk of brain injury.


Assuntos
Morte Fetal , Transfusão Feto-Fetal/prevenção & controle , Aborto Espontâneo/etiologia , Lesões Encefálicas/diagnóstico , Lesões Encefálicas/etiologia , Doenças em Gêmeos , Eletrocoagulação , Métodos Epidemiológicos , Feminino , Morte Fetal/diagnóstico , Morte Fetal/prevenção & controle , Doenças Fetais/diagnóstico , Doenças Fetais/etiologia , Transfusão Feto-Fetal/etiologia , Fetoscopia , Humanos , Recém-Nascido , Imageamento por Ressonância Magnética , Gravidez , Gravidez Múltipla , Ultrassonografia Pré-Natal
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