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1.
Radiat Res ; 195(6): 568-583, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33826744

ABSTRACT

In utero exposure to ionizing radiation can lead to cerebral alterations during adulthood. Using anatomical magnetic resonance imaging (MRI), it is possible to assess radiation-induced structural brain damage noninvasively. However, little is currently known about microstructure alterations in brain tissue. Therefore, the goal of this study was to establish, based on an original and robust pipeline of MRI image analysis, whether the long-term effects of in utero radiation exposure on brain tissue microstructure could be detected noninvasively. Pregnant C57BL/6N mice received a single dose of 1 Gy on gestation day 14.5, which led to behavioral impairments in adults. At 3 months old, in vivo MRI data were acquired from in utero irradiated and nonirradiated male mice. An MRI protocol was designed to assess the effects of radiation on the parameters of brain volume, non-Gaussian diffusion (ADC0, kurtosis and signature index) and anisotropic diffusion (fractional anisotropy and mean, axial, radial diffusivities and anisotropic signature index) in 10 key cerebral structures defined using an in-house atlas of the mouse brain. Based on the relative amplitude of these anatomical and microstructural changes, maps of the radiosensitivity of the brain to in utero irradiation were created. We observed microcephaly in irradiated mice with noticeably larger volume changes in the cortex and the corpus callosum. We also observed significantly lower ADC0, anisotropy fraction (sFA), radial diffusivity (sRD), as well as signature index (S-index and SI3) values, which are original markers sensitive to tissue microstructure alterations. All these changes together are in favor of a decreased cellular "imprint" and in some regions a reduced density in myelinated axons. A reduction in the number and complexity of myelinated axons was further revealed by myelin basic protein immunostaining. Combining anatomical and diffusion MRI is a promising approach to noninvasively investigate the radiosensitivity of local brain areas in adult mice after in utero irradiation in terms of microstructure.


Subject(s)
Brain/radiation effects , Diffusion Magnetic Resonance Imaging , Neurodevelopmental Disorders/diagnostic imaging , Neurodevelopmental Disorders/pathology , Prenatal Exposure Delayed Effects/diagnostic imaging , Prenatal Exposure Delayed Effects/pathology , Animals , Axons/pathology , Axons/radiation effects , Brain/diagnostic imaging , Brain/pathology , Female , Male , Mice , Myelin Sheath/metabolism , Organ Size/radiation effects , Pregnancy
2.
Nat Commun ; 10(1): 5699, 2019 12 13.
Article in English | MEDLINE | ID: mdl-31836716

ABSTRACT

Preclinical imaging studies offer a unique access to the rat brain, allowing investigations that go beyond what is possible in human studies. Unfortunately, these techniques still suffer from a lack of dedicated and standardized neuroimaging tools, namely brain templates and descriptive atlases. Here, we present two rat brain MRI templates and their associated gray matter, white matter and cerebrospinal fluid probability maps, generated from ex vivo [Formula: see text]-weighted images (90 µm isotropic resolution) and in vivo T2-weighted images (150 µm isotropic resolution). In association with these templates, we also provide both anatomical and functional 3D brain atlases, respectively derived from the merging of the Waxholm and Tohoku atlases, and analysis of resting-state functional MRI data. Finally, we propose a complete set of preclinical MRI reference resources, compatible with common neuroimaging software, for the investigation of rat brain structures and functions.


Subject(s)
Atlases as Topic , Brain Mapping/methods , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging , Animals , Cerebrospinal Fluid/diagnostic imaging , Cerebrospinal Fluid/physiology , Gray Matter/anatomy & histology , Gray Matter/diagnostic imaging , Gray Matter/physiology , Male , Models, Animal , Rats , Rats, Wistar , Software , White Matter/anatomy & histology , White Matter/diagnostic imaging , White Matter/physiology
3.
Mol Psychiatry ; 23(10): 1998-2006, 2018 10.
Article in English | MEDLINE | ID: mdl-29203852

ABSTRACT

Stress is a well-established trigger for a number of neuropsychiatric disorders, as it alters both structure and function of several brain regions and its networks. Herein, we conduct a longitudinal neuroimaging study to assess how a chronic unpredictable stress protocol impacts the structure of the rat brain and its functional connectome in both high and low responders to stress. Our results reveal the changes that stress triggers in the brain, with structural atrophy affecting key regions such as the prelimbic, cingulate, insular and retrosplenial, somatosensory, motor, auditory and perirhinal/entorhinal cortices, the hippocampus, the dorsomedial striatum, nucleus accumbens, the septum, the bed nucleus of the stria terminalis, the thalamus and several brain stem nuclei. These structural changes are associated with increasing functional connectivity within a network composed by these regions. Moreover, using a clustering based on endocrine and behavioural outcomes, animals were classified as high and low responders to stress. We reveal that susceptible animals (high responders) develop local atrophy of the ventral tegmental area and an increase in functional connectivity between this area and the thalamus, further spreading to other areas that link the cognitive system with the fight-or-flight system. Through a longitudinal approach we were able to establish two distinct patterns, with functional changes occurring during the exposure to stress, but with an inflection point after the first week of stress when more prominent changes were seen. Finally, our study revealed differences in functional connectivity in a brainstem-limbic network that distinguishes resistant and susceptible responders before any exposure to stress, providing the first potential imaging-based predictive biomarkers of an individual's resilience/vulnerability to stressful conditions.


Subject(s)
Brain/physiopathology , Stress, Psychological/diagnostic imaging , Stress, Psychological/physiopathology , Animals , Biomarkers , Connectome/methods , Disease Models, Animal , Disease Susceptibility/diagnostic imaging , Longitudinal Studies , Magnetic Resonance Imaging/methods , Male , Neural Pathways/diagnostic imaging , Rats , Rats, Wistar , Thalamus/physiopathology , Ventral Tegmental Area/physiopathology
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