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1.
Nature ; 623(7985): 106-114, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37880365

RESUMEN

Maturation of the human fetal brain should follow precisely scheduled structural growth and folding of the cerebral cortex for optimal postnatal function1. We present a normative digital atlas of fetal brain maturation based on a prospective international cohort of healthy pregnant women2, selected using World Health Organization recommendations for growth standards3. Their fetuses were accurately dated in the first trimester, with satisfactory growth and neurodevelopment from early pregnancy to 2 years of age4,5. The atlas was produced using 1,059 optimal quality, three-dimensional ultrasound brain volumes from 899 of the fetuses and an automated analysis pipeline6-8. The atlas corresponds structurally to published magnetic resonance images9, but with finer anatomical details in deep grey matter. The between-study site variability represented less than 8.0% of the total variance of all brain measures, supporting pooling data from the eight study sites to produce patterns of normative maturation. We have thereby generated an average representation of each cerebral hemisphere between 14 and 31 weeks' gestation with quantification of intracranial volume variability and growth patterns. Emergent asymmetries were detectable from as early as 14 weeks, with peak asymmetries in regions associated with language development and functional lateralization between 20 and 26 weeks' gestation. These patterns were validated in 1,487 three-dimensional brain volumes from 1,295 different fetuses in the same cohort. We provide a unique spatiotemporal benchmark of fetal brain maturation from a large cohort with normative postnatal growth and neurodevelopment.


Asunto(s)
Encéfalo , Desarrollo Fetal , Feto , Preescolar , Femenino , Humanos , Embarazo , Encéfalo/anatomía & histología , Encéfalo/embriología , Encéfalo/crecimiento & desarrollo , Feto/embriología , Edad Gestacional , Sustancia Gris/anatomía & histología , Sustancia Gris/embriología , Sustancia Gris/crecimiento & desarrollo , Voluntarios Sanos , Internacionalidad , Imagen por Resonancia Magnética , Tamaño de los Órganos , Estudios Prospectivos , Organización Mundial de la Salud , Imagenología Tridimensional , Ultrasonografía
2.
MAGMA ; 32(4): 473-485, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-30864022

RESUMEN

OBJECTIVE: Fetal brain diffusion tensor imaging (DTI) offers quantitative analysis of the developing brain. The objective was to 1) quantify DTI measures across gestation in a cohort of fetuses without brain abnormalities using full retrospective correction for fetal head motion 2) compare results obtained in utero to those in preterm infants. MATERIALS AND METHODS: Motion-corrected DTI analysis was performed on data sets obtained at 1.5T from 32 fetuses scanned between 21.29 and 37.57 (median 31.86) weeks. Results were compared to 32 preterm infants scanned at 3T between 27.43 and 37.14 (median 33.07) weeks. Apparent diffusion coefficient (ADC) and fractional anisotropy (FA) were quantified by region of interest measurements and tractography was performed. RESULTS: Fetal DTI was successful in 84% of fetuses for whom there was sufficient data for DTI estimation, and at least one tract could be obtained in 25 cases. Fetal FA values increased and ADC values decreased with age at scan (PLIC FA: p = 0.001; R2 = 0.469; slope = 0.011; splenium FA: p < 0.001; R2 = 0.597; slope = 0.019; thalamus ADC: p = 0.001; R2 = 0.420; slope = - 0.023); similar trends were found in preterm infants. CONCLUSION: This study demonstrates that stable DTI is feasible on fetuses and provides evidence for normative values of diffusion properties that are consistent with aged matched preterm infants.


Asunto(s)
Imagen de Difusión Tensora/métodos , Sustancia Gris/diagnóstico por imagen , Movimiento (Física) , Sustancia Blanca/diagnóstico por imagen , Anisotropía , Difusión , Femenino , Feto/diagnóstico por imagen , Sustancia Gris/embriología , Sustancia Gris/crecimiento & desarrollo , Cabeza , Humanos , Procesamiento de Imagen Asistido por Computador , Recién Nacido , Recien Nacido Prematuro , Masculino , Diagnóstico Prenatal , Sustancia Blanca/embriología , Sustancia Blanca/crecimiento & desarrollo
3.
Sci Rep ; 9(1): 1976, 2019 02 13.
Artículo en Inglés | MEDLINE | ID: mdl-30760829

RESUMEN

Neuropsychiatric disease has polygenic determinants but is often precipitated by environmental pressures, including adverse perinatal events. However, the way in which genetic vulnerability and early-life adversity interact remains obscure. We hypothesised that the extreme environmental stress of prematurity would promote neuroanatomic abnormality in individuals genetically vulnerable to psychiatric disorders. In 194 unrelated infants (104 males, 90 females), born before 33 weeks of gestation (mean gestational age 29.7 weeks), we combined Magnetic Resonance Imaging with a polygenic risk score (PRS) for five psychiatric pathologies to test the prediction that: deep grey matter abnormalities frequently seen in preterm infants are associated with increased polygenic risk for psychiatric illness. The variance explained by the PRS in the relative volumes of four deep grey matter structures (caudate nucleus, thalamus, subthalamic nucleus and lentiform nucleus) was estimated using linear regression both for the full, mixed ancestral, cohort and a subsample of European infants. Psychiatric PRS was negatively associated with lentiform volume in the full cohort (ß = -0.24, p = 8 × 10-4) and a European subsample (ß = -0.24, p = 8 × 10-3). Genetic variants associated with neuropsychiatric disease increase vulnerability to abnormal lentiform development after perinatal stress and are associated with neuroanatomic changes in the perinatal period.


Asunto(s)
Exposición a Riesgos Ambientales/efectos adversos , Sustancia Gris/embriología , Enfermedades del Prematuro/genética , Enfermedades del Prematuro/psicología , Trastornos Mentales/genética , Herencia Multifactorial/genética , Mapeo Encefálico , Núcleo Caudado/anomalías , Núcleo Caudado/embriología , Cuerpo Estriado/anomalías , Cuerpo Estriado/embriología , Europa (Continente) , Femenino , Sustancia Gris/anomalías , Humanos , Recién Nacido , Recien Nacido Prematuro/psicología , Imagen por Resonancia Magnética , Masculino , Núcleo Subtalámico/anomalías , Núcleo Subtalámico/embriología , Tálamo/anomalías , Tálamo/embriología
4.
Brain Res ; 1711: 146-155, 2019 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-30689978

RESUMEN

Subcortical band heterotopia (SBH), also known as doublecortex syndrome, is a malformation of cortical development resulting from mutations in the doublecortin gene (DCX). It is characterized by a lack of migration of cortical neurons that accumulate in the white matter forming a heterotopic band. Patients with SBH may present mild to moderate intellectual disability as well as epilepsy. The SBH condition can be modeled in rats by in utero knockdown (KD) of Dcx. The affected cells form an SBH reminiscent of that observed in human patients and the animals develop a chronic epileptic condition in adulthood. Here, we investigated if the presence of a SBH is sufficient to induce cognitive impairment in juvenile Dcx-KD rats, before the onset of epilepsy. Using a wide range of behavioral tests, we found that the presence of SBH did not appear to affect motor control or somatosensory processing. In addition, cognitive abilities such as learning, short-term and long-term memory, were normal in pre-epileptic Dcx-KD rats. We suggest that the SBH presence is not sufficient to impair these behavioral functions.


Asunto(s)
Conducta Animal , Lisencefalias Clásicas y Heterotopias Subcorticales en Banda/psicología , Cognición , Modelos Animales de Enfermedad , Epilepsia/genética , Discapacidad Intelectual/genética , Animales , Ansiedad/genética , Enfermedades Asintomáticas , Movimiento Celular , Lisencefalias Clásicas y Heterotopias Subcorticales en Banda/complicaciones , Lisencefalias Clásicas y Heterotopias Subcorticales en Banda/embriología , Lisencefalias Clásicas y Heterotopias Subcorticales en Banda/genética , Proteínas de Dominio Doblecortina , Proteína Doblecortina , Electroporación , Conducta Exploratoria , Sustancia Gris/anomalías , Sustancia Gris/embriología , Aprendizaje , Aprendizaje por Laberinto , Memoria , Proteínas Asociadas a Microtúbulos/deficiencia , Proteínas Asociadas a Microtúbulos/genética , Mosaicismo , Neuropéptidos/deficiencia , Neuropéptidos/genética , ARN Interferente Pequeño/administración & dosificación , ARN Interferente Pequeño/toxicidad , Ratas , Prueba de Desempeño de Rotación con Aceleración Constante , Sensación , Sustancia Blanca/anomalías , Sustancia Blanca/embriología
5.
Neuroimage ; 185: 685-698, 2019 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-29959046

RESUMEN

During the 3rd trimester, dramatic structural changes take place in the human brain, underlying the neural circuit formation. The survival rate of premature infants has increased significantly in recent years. The large morphological differences of the preterm brain at 33 or 36 postmenstrual weeks (PMW) from the brain at 40PMW (full term) make it necessary to establish age-specific atlases for preterm brains. In this study, with high quality (1.5 × 1.5 × 1.6 mm3 imaging resolution) diffusion tensor imaging (DTI) data obtained from 84 healthy preterm and term-born neonates, we established age-specific preterm and term-born brain templates and atlases at 33, 36 and 39PMW. Age-specific DTI templates include a single-subject template, a population-averaged template with linear transformation and a population-averaged template with nonlinear transformation. Each of the age-specific DTI atlases includes comprehensive labeling of 126 major gray matter (GM) and white matter (WM) structures, specifically 52 cerebral cortical structures, 40 cerebral WM structures, 22 brainstem and cerebellar structures and 12 subcortical GM structures. From 33 to 39 PMW, dramatic morphological changes of delineated individual neural structures such as ganglionic eminence and uncinate fasciculus were revealed. The evaluation based on measurements of Dice ratio and L1 error suggested reliable and reproducible automated labels from the age-matched atlases compared to labels from manual delineation. Applying these atlases to automatically and effectively delineate microstructural changes of major WM tracts during the 3rd trimester was demonstrated. The established age-specific DTI templates and atlases of 33, 36 and 39 PMW brains may be used for not only understanding normal functional and structural maturational processes but also detecting biomarkers of neural disorders in the preterm brains.


Asunto(s)
Atlas como Asunto , Encéfalo/embriología , Sustancia Gris/embriología , Sustancia Blanca/embriología , Conjuntos de Datos como Asunto , Imagen de Difusión Tensora , Femenino , Edad Gestacional , Humanos , Procesamiento de Imagen Asistido por Computador , Recién Nacido , Recien Nacido Prematuro , Masculino , Vías Nerviosas/embriología
6.
J Magn Reson ; 292: 106-116, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29705039

RESUMEN

Diffusion-weighted magnetic resonance imaging (diffusion MRI) is being used to characterize morphological development of cells within developing cerebral cortical gray matter. Abnormal morphology is a shared characteristic of cerebral cortical neurons for many neurodevelopmental disorders, and therefore diffusion MRI is potentially of high value for monitoring growth-related anatomical changes of relevance to brain function. Here, the theoretical framework for analyzing diffusion MRI data is summarized. An overview of quantitative methods for validating the interpretations of diffusion MRI data using light microscopy is then presented. These theoretical modeling and validation methods have been used to precisely characterize changes in water diffusion anisotropy with development in the context of several animal model systems. Further, in diffusion MRI studies of several preclinical models of neurodevelopmental disorders, the ability is demonstrated of diffusion MRI to detect abnormal morphological neural development. These animal model studies are reviewed along with recent initial efforts to translate the findings into an approach for studies of human subjects. This body of data indicates that diffusion MRI has the requisite sensitivity to detect abnormal cellular development in the context of several models of neurodevelopmental disorders, and therefore may provide a new strategy for detecting abnormalities in early stages of brain development in humans.


Asunto(s)
Corteza Cerebral/diagnóstico por imagen , Corteza Cerebral/crecimiento & desarrollo , Imagen de Difusión por Resonancia Magnética/métodos , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/crecimiento & desarrollo , Adulto , Animales , Anisotropía , Corteza Cerebral/embriología , Femenino , Sustancia Gris/embriología , Humanos , Masculino
7.
Glia ; 66(4): 862-873, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29285798

RESUMEN

Leukodystrophies are often devastating diseases, presented with progressive clinical signs as spasticity, ataxia and cognitive decline, and lack proper treatment options. New therapy strategies for leukodystrophies mostly focus on oligodendrocyte replacement to rescue lack of myelin in the brain, even though disease pathology also often involves other glial cells and the spinal cord. In this study we investigated spinal cord pathology in a mouse model for Vanishing White Matter disease (VWM) and show that astrocytes in the white matter are severely affected. Astrocyte pathology starts postnatally in the sensory tracts, followed by changes in the astrocytic populations in the motor tracts. Studies in post-mortem tissue of two VWM patients, a 13-year-old boy and a 6-year-old girl, confirmed astrocyte abnormalities in the spinal cord. For proper development of new treatment options for VWM and, possibly, other leukodystrophies, future studies should investigate spinal cord involvement.


Asunto(s)
Astrocitos/patología , Leucoencefalopatías/patología , Médula Espinal/patología , Adolescente , Animales , Astrocitos/metabolismo , Niño , Modelos Animales de Enfermedad , Factor 2B Eucariótico de Iniciación/genética , Factor 2B Eucariótico de Iniciación/metabolismo , Femenino , Sustancia Gris/embriología , Sustancia Gris/metabolismo , Sustancia Gris/patología , Humanos , Inmunohistoquímica , Leucoencefalopatías/genética , Leucoencefalopatías/metabolismo , Masculino , Ratones Endogámicos C57BL , Ratones Transgénicos , Médula Espinal/embriología , Médula Espinal/metabolismo , Sustancia Blanca/embriología , Sustancia Blanca/metabolismo , Sustancia Blanca/patología
8.
Anat Sci Int ; 93(2): 269-276, 2018 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-28660558

RESUMEN

This study describes the volumetric changes in the spinal cord during prenatal life in sheep using quantitative stereological methods. Twenty healthy sheep fetuses were included in the present study, divided into four groups representing 9-11, 12-14, 15-17, and 18-20 weeks of gestation. In each group, the spinal cord was dissected out and sampled according to the unbiased systematic random sampling method then used for stereological estimations. The total volume of spinal cord, volume of gray matter (GM), volume of white matter (WM), ratio of GM volume to WM volume, and volume of central canal (CC) were estimated in the whole spinal cord and its various regions using Cavalieri's principle. The total volume of the spinal cord increased 8 times from week 9 to week 20. The cervical region showed the greatest (9.7 times) and the sacral region the least (6.3 times) volumetric change. The CC volume of the whole spinal cord increased 5.8 times from week 9 to week 20. The cervical region developed faster (8.2 times) and the thoracic region slower (4.4 times) than the total spinal cord. During development, the volume ratio of GM to WM decreased from lower toward upper regions. The greatest volume changes occurred mostly in weeks 9-11 and 12-14. The cervical region showed the greatest volume changes in comparison with other regions of the spinal cord.


Asunto(s)
Ovinos/embriología , Médula Espinal/anatomía & histología , Médula Espinal/embriología , Animales , Edad Gestacional , Sustancia Gris/anatomía & histología , Sustancia Gris/embriología , Tamaño de los Órganos , Canal Medular/anatomía & histología , Canal Medular/embriología , Sustancia Blanca/anatomía & histología , Sustancia Blanca/embriología
9.
Neurosci Lett ; 655: 61-67, 2017 Aug 10.
Artículo en Inglés | MEDLINE | ID: mdl-28689049

RESUMEN

Chondroitin sulfate (CS) proteoglycans (PGs) are a family of complex molecules in the extracellular matrix and cell surface that regulate axon growth and guidance during development of the central nervous system. In this study, the expression of CSPGs was investigated in the mouse spinal cord at late embryonic and neonatal stages using CS-56 antibody. CS immunoreactivity was observed abundantly in ventral regions of spinal cord of embryonic day (E) 15 embryos. At E16 to E18, CS expression spread dorsally, but never reached the superficial layers of the dorsal horn. This pattern was maintained until postnatal day 4, the latest stage examined. Antibodies against calcitonin gene related peptide (CGRP) and parvalbumin (PV) were employed to label primary afferents from nociceptors and proprioceptors, respectively. CGRP-immunoreactive fibers terminated in the superficial regions of the dorsal horn where CSPGs were weakly expressed, whereas PV-immunoreactive fibers were found in CSPG-rich regions in the ventral horn. Therefore, we conclude that CS expression is spatiotemporally regulated in the spinal cord, which correlates to the termination of sensory afferents. This pattern suggests a role of CSPGs on patterning afferents in the spinal cord, probably through a differential response of axons to these growth inhibitory molecules.


Asunto(s)
Péptido Relacionado con Gen de Calcitonina/metabolismo , Proteoglicanos Tipo Condroitín Sulfato/metabolismo , Sulfatos de Condroitina/metabolismo , Fibras Nerviosas/metabolismo , Parvalbúminas/metabolismo , Médula Espinal/metabolismo , Vías Aferentes , Animales , Animales Recién Nacidos , Axones/metabolismo , Sustancia Gris/embriología , Sustancia Gris/metabolismo , Inmunohistoquímica , Ratones Endogámicos C57BL , Nocicepción , Propiocepción , Médula Espinal/embriología , Factores de Tiempo
10.
Cereb Cortex ; 27(11): 5274-5283, 2017 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-27799276

RESUMEN

This study characterizes global and hemispheric brain growth in healthy human fetuses during the second half of pregnancy using three-dimensional MRI techniques. We studied 166 healthy fetuses that underwent MRI between 18 and 39 completed weeks gestation. We created three-dimensional high-resolution reconstructions of the brain and calculated volumes for left and right cortical gray matter (CGM), fetal white matter (FWM), deep subcortical structures (DSS), and the cerebellum. We calculated the rate of growth for each tissue class according to gestational age and described patterns of hemispheric growth. Each brain region demonstrated major increases in volume during the second half of gestation, the most pronounced being the cerebellum (34-fold), followed by FWM (22-fold), CGM (21-fold), and DSS (10-fold). The left cerebellar hemisphere, CGM, and DSS had larger volumes early in gestation, but these equalized by term. It has been increasingly recognized that brain asymmetry evolves throughout the human life span. Advanced quantitative MRI provides noninvasive measurements of early structural asymmetry between the left and right fetal brain that may inform functional and behavioral laterality differences seen in children and young adulthood.


Asunto(s)
Encéfalo/embriología , Algoritmos , Encéfalo/anatomía & histología , Encéfalo/diagnóstico por imagen , Femenino , Lateralidad Funcional , Sustancia Gris/anatomía & histología , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/embriología , Humanos , Imagenología Tridimensional/métodos , Imagen por Resonancia Magnética , Masculino , Tamaño de los Órganos , Estudios Prospectivos , Sustancia Blanca/anatomía & histología , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/embriología
11.
Dev Neurosci ; 37(6): 489-96, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26279175

RESUMEN

Prenatal and early postnatal adversities have been shown to be associated with brain development. However, we do not know how much of this association is confounded by genetics, nor whether the postnatal environment can moderate the impact of in utero adversity. This study used a monozygotic (MZ) twin design to assess (1) the association between birth weight (BW) and brain volume in adolescence, (2) the association between within-twin-pair BW discordance and brain volume discordance in adolescence, and (3) whether the association between BW and brain volume in adolescence is mediated or moderated by early negative maternal parenting behaviours. These associations were assessed in a sample of 108 MZ twins followed longitudinally since birth and scanned at age 15. The total grey matter (GM) and white matter (WM) volumes were obtained using the Diffeomorphic Anatomical Registration Through Exponentiated Lie Algebra (DARTEL) toolbox in the Statistical Parametric Mapping version 8 (SPM8). We found that the BW was significantly associated with the total GM and WM volumes, particularly in the superior frontal gyrus and thalamus. Within-twin-pair discordance in BW was also significantly associated with within-pair discordance in both the GM and the WM volumes, supporting the hypothesis that the specific in utero environment is associated with brain development independently of genetics. Early maternal hostile parenting behaviours and depressive symptoms were associated with total GM volume but not WM volume. Finally, greater early maternal hostility may moderate the association between the BW and GM volume in adolescence, since the positive association between the BW and total GM volume appeared stronger at higher levels of maternal hostility (trend). Together, these findings support the importance of the in utero and early environments for brain development.


Asunto(s)
Sustancia Gris , Estrés Psicológico/fisiopatología , Sustancia Blanca , Adolescente , Peso al Nacer , Femenino , Sustancia Gris/embriología , Sustancia Gris/crecimiento & desarrollo , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Masculino , Tamaño de los Órganos , Embarazo , Gemelos Monocigóticos , Sustancia Blanca/embriología , Sustancia Blanca/crecimiento & desarrollo
12.
Cereb Cortex ; 25(2): 482-95, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24046081

RESUMEN

The pathophysiology of perinatal brain injury is multifactorial and involves hypoxia-ischemia (HI) and inflammation. N-methyl-d-aspartate receptors (NMDAR) are present on neurons and glia in immature rodents, and NMDAR antagonists are protective in HI models. To enhance clinical translation of rodent data, we examined protein expression of 6 NMDAR subunits in postmortem human brains without injury from 20 postconceptional weeks through adulthood and in cases of periventricular leukomalacia (PVL). We hypothesized that the developing brain is intrinsically vulnerable to excitotoxicity via maturation-specific NMDAR levels and subunit composition. In normal white matter, NR1 and NR2B levels were highest in the preterm period compared with adult. In gray matter, NR2A and NR3A expression were highest near term. NR2A was significantly elevated in PVL white matter, with reduced NR1 and NR3A in gray matter compared with uninjured controls. These data suggest increased NMDAR-mediated vulnerability during early brain development due to an overall upregulation of individual receptors subunits, in particular, the presence of highly calcium permeable NR2B-containing and magnesium-insensitive NR3A NMDARs. These data improve understanding of molecular diversity and heterogeneity of NMDAR subunit expression in human brain development and supports an intrinsic prenatal vulnerability to glutamate-mediated injury; validating NMDAR subunit-specific targeted therapies for PVL.


Asunto(s)
Encéfalo/crecimiento & desarrollo , Sustancia Gris/crecimiento & desarrollo , Receptores de N-Metil-D-Aspartato/metabolismo , Sustancia Blanca/crecimiento & desarrollo , Adulto , Encéfalo/embriología , Encéfalo/metabolismo , Niño , Preescolar , Femenino , Sustancia Gris/embriología , Sustancia Gris/metabolismo , Humanos , Lactante , Recién Nacido , Leucomalacia Periventricular/metabolismo , Masculino , Persona de Mediana Edad , Sustancia Blanca/embriología , Sustancia Blanca/metabolismo
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