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1.
Hum Brain Mapp ; 45(1): e26538, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38063284

ABSTRACT

Surgical menopause causes a sharp drop in estrogen levels in middle-aged women, thus preventing the gradual physiological adaptation that is characteristic of the perimenopause. Previous studies suggest that surgical menopause might increase the risk of dementia later in life. In addition, the transition to motherhood entails long-lasting endocrine and neuronal adaptations. We compared differences in whole-brain cortical volume between women who reached menopause by surgery and a group of women who reached spontaneous non-surgical menopause and determined whether these cortical differences were influenced by previous childbearing. Using surface-based neuroimaging techniques, we investigated cortical volume differences in 201 middle-aged women (134 women who experienced non-surgical menopause, 78 of whom were parous women; and 67 women who experienced surgical menopause, 39 of whom were parous women). We found significant atrophy in the frontal and temporal regions in women who experienced surgical menopause. Nulliparous women with surgical menopause showed significant lower cortical volume in the left temporal gyrus extending to the medial temporal lobe cortex, as well as in the precuneus bilaterally compared to parous women with surgical menopause; whereas our results revealed no significant differences between parous women with surgical menopause and both parous and nulliparous women who reached a non-surgical menopause. Furthermore, in the surgical menopause group, we found a negative correlation between cortical volume and age at first pregnancy in the temporal lobe. Our study suggests that the long-term brain remodeling of parity may mitigate the neural impact of the sudden drop in estrogen levels that characterizes surgical menopause.


Subject(s)
Menopause , Perimenopause , Pregnancy , Middle Aged , Female , Humans , Parity , Brain/diagnostic imaging , Estrogens
2.
Neuroinformatics ; 21(1): 145-162, 2023 01.
Article in English | MEDLINE | ID: mdl-36008650

ABSTRACT

The archetypical folded shape of the human cortex has been a long-standing topic for neuroscientific research. Nevertheless, the accurate neuroanatomical segmentation of sulci remains a challenge. Part of the problem is the uncertainty of where a sulcus transitions into a gyrus and vice versa. This problem can be avoided by focusing on sulcal fundi and gyral crowns, which represent the topological opposites of cortical folding. We present Automated Brain Lines Extraction (ABLE), a method based on Laplacian surface collapse to reliably segment sulcal fundi and gyral crown lines. ABLE is built to work on standard FreeSurfer outputs and eludes the delineation of anastomotic sulci while maintaining sulcal fundi lines that traverse the regions with the highest depth and curvature. First, it segments the cortex into gyral and sulcal surfaces; then, each surface is spatially filtered. A Laplacian-collapse-based algorithm is applied to obtain a thinned representation of the surfaces. This surface is then used for careful detection of the endpoints of the lines. Finally, sulcal fundi and gyral crown lines are obtained by eroding the surfaces while preserving the connectivity between the endpoints. The method is validated by comparing ABLE with three other sulcal extraction methods using the Human Connectome Project (HCP) test-retest database to assess the reproducibility of the different tools. The results confirm ABLE as a reliable method for obtaining sulcal lines with an accurate representation of the sulcal topology while ignoring anastomotic branches and the overestimation of the sulcal fundi lines. ABLE is publicly available via https://github.com/HGGM-LIM/ABLE .


Subject(s)
Connectome , Magnetic Resonance Imaging , Humans , Magnetic Resonance Imaging/methods , Reproducibility of Results , Cerebral Cortex , Brain/diagnostic imaging
3.
J Atten Disord ; 26(12): 1563-1575, 2022 10.
Article in English | MEDLINE | ID: mdl-35947490

ABSTRACT

OBJECTIVE: Neuroimaging studies in children with ADHD indicate that their brain exhibits an atypical functional connectivity pattern characterized by increased local connectivity and decreased distant connectivity. We aim to evaluate if the local and distant distribution of functional connectivity is also altered in adult samples with ADHD who have never received medication before. METHODS: We compared local and distant functional connectivity between 31 medication-naïve adults with ADHD and 31 healthy controls and tested whether this pattern was associated with symptoms severity scores. RESULTS: ADHD sample showed increased local connectivity in the dACC and the SFG and decreased local connectivity in the PCC. CONCLUSION: Results parallel those obtained in children samples suggesting a deficient integration within the DMN and segregation between DMN, FPN, and VAN. These results are consistent with the three main frameworks that explain ADHD: the neurodevelopmental delay hypothesis, the DMN interference hypothesis and multi-network models.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Brain Mapping , Adult , Attention Deficit Disorder with Hyperactivity/diagnosis , Brain/diagnostic imaging , Brain Mapping/methods , Child , Humans , Magnetic Resonance Imaging/methods , Neural Pathways
4.
J Atten Disord ; 26(13): 1788-1801, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35684934

ABSTRACT

Objective: Neuroimaging studies in children with ADHD indicate that their brain exhibits an atypical functional connectivity pattern characterized by increased local connectivity and decreased distant connectivity. We aim to evaluate if the local and distant distribution of functional connectivity is also altered in adult samples with ADHD who have never received medication before. Methods: We compared local and distant functional connectivity between 31 medication-naïve adults with ADHD and 31 healthy controls and tested whether this pattern was associated with symptoms severity scores. Results: ADHD sample showed increased local connectivity in the dACC and the SFG and decreased local connectivity in the PCC. Conclusion: Results parallel those obtained in children samples suggesting a deficient integration within the DMN and segregation between DMN, FPN, and VAN. These results are consistent with the three main frameworks that explain ADHD: the neurodevelopmental delay hypothesis, the DMN interference hypothesis, and multi-network models.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Brain Mapping , Adult , Attention Deficit Disorder with Hyperactivity/diagnosis , Brain/diagnostic imaging , Brain Mapping/methods , Child , Humans , Magnetic Resonance Imaging/methods , Neural Pathways
5.
J Neurol ; 269(6): 3189-3203, 2022 Jun.
Article in English | MEDLINE | ID: mdl-34999956

ABSTRACT

BACKGROUND: SPG4 is a subtype of hereditary spastic paraplegia (HSP), an upper motor neuron disorder characterized by axonal degeneration of the corticospinal tracts and the fasciculus gracilis. The few neuroimaging studies that have focused on the spinal cord in HSP are based mainly on the analysis of structural characteristics. METHODS: We assessed diffusion-related characteristics of the spinal cord using diffusion tensor imaging (DTI), as well as structural and shape-related properties in 12 SPG4 patients and 14 controls. We used linear mixed effects models up to T3 in order to analyze the global effects of 'group' and 'clinical data' on structural and diffusion data. For DTI, we carried out a region of interest (ROI) analysis in native space for the whole spinal cord, the anterior and lateral funiculi, and the dorsal columns. We also performed a voxelwise analysis of the spinal cord to study local diffusion-related changes. RESULTS: A reduced cross-sectional area was observed in the cervical region of SPG4 patients, with significant anteroposterior flattening. DTI analyses revealed significantly decreased fractional anisotropy (FA) and increased radial diffusivity at all the cervical and thoracic levels, particularly in the lateral funiculi and dorsal columns. The FA changes in SPG4 patients were significantly related to disease severity, measured as the Spastic Paraplegia Rating Scale score. CONCLUSIONS: Our results in SPG4 indicate tract-specific axonal damage at the level of the cervical and thoracic spinal cord. This finding is correlated with the degree of motor disability.


Subject(s)
Disabled Persons , Motor Disorders , Spastic Paraplegia, Hereditary , Anisotropy , Diffusion Tensor Imaging/methods , Humans , Pyramidal Tracts , Spastic Paraplegia, Hereditary/diagnostic imaging , Spinal Cord/diagnostic imaging
6.
Article in English | MEDLINE | ID: mdl-34396852

ABSTRACT

Objective: SPG4 is an autosomal dominant pure form of hereditary spastic paraplegia (HSP) caused by mutations in the SPAST gene. HSP is considered an upper motor neuron disorder characterized by progressive retrograde degeneration, or "dying-back" phenomenon, of the corticospinal tract's longest axons. Neuroimaging studies mainly focus on white matter changes and, although previous studies reported cortical thinning in complicated HSP forms, cortical changes remain unclear in SPG4 patients. This work aimed to compare changes in white matter microstructure and cortical thickness between 12 SPG4 patients and 22 healthy age-matched controls. We also explore whether white matter alterations are related to cortical thickness and their correlation with clinical symptoms. Methods: we used fixel-based analysis, an advanced diffusion-weighted imaging technique, and probabilistic tractography of the corticospinal tracts. We also analyzed cortical morphometry using whole-brain surface-based and atlas-based methods in sensorimotor areas. Results: SPG4 patients showed bilateral involvement in the corticospinal tracts; this was more intense in the distal portion than in the upper segments and was associated with the degree of clinical impairment. We found a significant correlation between disease severity and fiber density and cross-section of the corticospinal tracts. Furthermore, corticospinal tract changes were significantly correlated with bilateral cortical thinning in the precentral gyrus in SPG4 patients. Conclusions: Our data point to axonal damage of the corticospinal motor neurons in SPG4 patients might be related to cortical thinning in motor regions.


Subject(s)
Amyotrophic Lateral Sclerosis , Motor Cortex , Paraparesis, Spastic , Spastic Paraplegia, Hereditary , Humans , Motor Cortex/diagnostic imaging , Pyramidal Tracts/diagnostic imaging , Spastic Paraplegia, Hereditary/diagnostic imaging , Spastic Paraplegia, Hereditary/genetics , Spastin/genetics
7.
J Neurol ; 268(7): 2429-2440, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33507371

ABSTRACT

SPG4 is an autosomal dominant pure form of hereditary spastic paraplegia (HSP) caused by mutations in the SPAST gene. HSP is considered an upper motor neuron disorder characterized by progressive spasticity and weakness of the lower limbs caused by degeneration of the corticospinal tract. In other neurodegenerative motor disorders, the thalamus and basal ganglia are affected, with a considerable impact on disease progression. However, only a few works have studied these brain structures in HSP, mainly in complex forms of this disease. Our research aims to detect potential alterations in the volume and shape of the thalamus and various basal ganglia structures by comparing 12 patients with pure HSP and 18 healthy controls. We used two neuroimaging procedures: automated segmentation of the subcortical structures (thalamus, hippocampus, caudate nucleus, globus pallidus, and putamen) in native space and shape analysis of the structures. We found a significant reduction in thalamic volume bilaterally, as well as an inward deformation, mainly in the sensory-motor thalamic regions in patients with pure HSP and a mutation in SPG4. We also observed a significant negative correlation between the shape of the thalamus and clinical scores (the Spastic Paraplegia Rating Scale score and disease duration). Moreover, we found a 'Group × Age' interaction that was closely related to the severity of the disease. No differences in volume or in shape were found in the remaining subcortical structures studied. Our results suggest that changes in structure of the thalamus could be an imaging biomarker of disease progression in pHSP.


Subject(s)
Spastic Paraplegia, Hereditary , Atrophy , Basal Ganglia , Humans , Mutation/genetics , Paraplegia , Spastic Paraplegia, Hereditary/diagnostic imaging , Spastic Paraplegia, Hereditary/genetics , Spastin/genetics
8.
Hum Brain Mapp ; 37(5): 1893-902, 2016 May.
Article in English | MEDLINE | ID: mdl-26917433

ABSTRACT

Math-gifted subjects are characterized by above-age performance in intelligence tests, exceptional creativity, and high task commitment. Neuroimaging studies reveal enhanced functional brain organization and white matter microstructure in the frontoparietal executive network of math-gifted individuals. However, the cortical morphometry of these subjects remains largely unknown. The main goal of this study was to compare the cortical morphometry of math-gifted adolescents with that of an age- and IQ-matched control group. We used surface-based methods to perform a vertex-wise analysis of cortical thickness and surface area. Our results show that math-gifted adolescents present a thinner cortex and a larger surface area in key regions of the frontoparietal and default mode networks, which are involved in executive processing and creative thinking, respectively. The combination of reduced cortical thickness and larger surface area suggests above-age neural maturation of these networks in math-gifted individuals. Hum Brain Mapp 37:1893-1902, 2016. © 2016 Wiley Periodicals, Inc.


Subject(s)
Child, Gifted , Frontal Lobe/diagnostic imaging , Mathematics , Models, Neurological , Parietal Lobe/diagnostic imaging , Adolescent , Brain Mapping , Child , Female , Humans , Image Processing, Computer-Assisted , Intelligence Tests , Magnetic Resonance Imaging , Male , Statistics, Nonparametric
9.
Hum Brain Mapp ; 36(7): 2544-57, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25821110

ABSTRACT

We sought to determine whether functional connectivity streams that link sensory, attentional, and higher-order cognitive circuits are atypical in attention-deficit/hyperactivity disorder (ADHD). We applied a graph-theory method to the resting-state functional magnetic resonance imaging data of 120 children with ADHD and 120 age-matched typically developing children (TDC). Starting in unimodal primary cortex-visual, auditory, and somatosensory-we used stepwise functional connectivity to calculate functional connectivity paths at discrete numbers of relay stations (or link-step distances). First, we characterized the functional connectivity streams that link sensory, attentional, and higher-order cognitive circuits in TDC and found that systems do not reach the level of integration achieved by adults. Second, we searched for stepwise functional connectivity differences between children with ADHD and TDC. We found that, at the initial steps of sensory functional connectivity streams, patients display significant enhancements of connectivity degree within neighboring areas of primary cortex, while connectivity to attention-regulatory areas is reduced. Third, at subsequent link-step distances from primary sensory cortex, children with ADHD show decreased connectivity to executive processing areas and increased degree of connections to default mode regions. Fourth, in examining medication histories in children with ADHD, we found that children medicated with psychostimulants present functional connectivity streams with higher degree of connectivity to regions subserving attentional and executive processes compared to medication-naïve children. We conclude that predominance of local sensory processing and lesser influx of information to attentional and executive regions may reduce the ability to organize and control the balance between external and internal sources of information in ADHD.


Subject(s)
Attention Deficit Disorder with Hyperactivity/physiopathology , Attention/physiology , Cognition/physiology , Executive Function/physiology , Magnetic Resonance Imaging/methods , Nerve Net/physiopathology , Sensation/physiology , Adolescent , Attention/drug effects , Attention Deficit Disorder with Hyperactivity/drug therapy , Child , Cognition/drug effects , Datasets as Topic , Humans , Male , Nerve Net/drug effects , Sensation/drug effects
10.
Hum Brain Mapp ; 35(6): 2619-31, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24038774

ABSTRACT

Recent functional neuroimaging studies have shown differences in brain activation between mathematically gifted adolescents and controls. The aim of this study was to investigate the relationship between mathematical giftedness, intelligent quotient (IQ), and the microstructure of white matter tracts in a sample composed of math-gifted adolescents and aged-matched controls. Math-gifted subjects were selected through a national program based on detecting enhanced visuospatial abilities and creative thinking. We used diffusion tensor imaging to assess white matter microstructure in neuroanatomical connectivity. The processing included voxel-wise and region of interest-based analyses of the fractional anisotropy (FA), a parameter which is purportedly related to white matter microstructure. In a whole-sample analysis, IQ showed a significant positive correlation with FA, mainly in the corpus callosum, supporting the idea that efficient information transfer between hemispheres is crucial for higher intellectual capabilities. In addition, math-gifted adolescents showed increased FA (adjusted for IQ) in white matter tracts connecting frontal lobes with basal ganglia and parietal regions. The enhanced anatomical connectivity observed in the forceps minor and splenium may underlie the greater fluid reasoning, visuospatial working memory, and creative capabilities of these children.


Subject(s)
Brain/anatomy & histology , Child, Gifted , Intelligence , Mathematics , White Matter/anatomy & histology , Adolescent , Anisotropy , Child , Diffusion Tensor Imaging , Female , Humans , Image Processing, Computer-Assisted , Intelligence Tests , Male , Nerve Fibers, Myelinated , Neural Pathways/anatomy & histology
11.
J Autism Dev Disord ; 42(7): 1326-41, 2012 Jul.
Article in English | MEDLINE | ID: mdl-21932156

ABSTRACT

A systematic review of 208 studies comprising functional magnetic resonance imaging and diffusion tensor imaging data in patients with 'autism spectrum disorder' (ASD) was conducted, in order to determine whether these data support the forthcoming DSM-5 proposal of a social communication and behavioral symptom dyad. Studies consistently reported abnormal function and structure of fronto-temporal and limbic networks with social and pragmatic language deficits, of temporo-parieto-occipital networks with syntactic-semantic language deficits, and of fronto-striato-cerebellar networks with repetitive behaviors and restricted interests in ASD patients. Therefore, this review partially supports the DSM-5 proposal for the ASD dyad.


Subject(s)
Child Development Disorders, Pervasive/diagnosis , Diagnostic and Statistical Manual of Mental Disorders , Diffusion Magnetic Resonance Imaging , Image Interpretation, Computer-Assisted , Magnetic Resonance Imaging , Asperger Syndrome/diagnosis , Asperger Syndrome/physiopathology , Autistic Disorder/diagnosis , Autistic Disorder/physiopathology , Brain/blood supply , Brain/physiopathology , Brain Mapping , Child , Child Behavior Disorders/diagnosis , Child Behavior Disorders/physiopathology , Child Development Disorders, Pervasive/physiopathology , Humans , Language Development Disorders/diagnosis , Language Development Disorders/physiopathology , Nerve Net/physiopathology , Oxygen/blood , Regional Blood Flow/physiology , Social Behavior , Stereotyped Behavior/physiology , Synaptic Transmission/physiology
12.
Neuroimage ; 57(1): 281-292, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-21463696

ABSTRACT

The main goal of this study was to investigate the neural substrates of fluid reasoning and visuospatial working memory in adolescents with precocious mathematical ability. The study population comprised two groups of adolescents: 13 math-gifted adolescents and 14 controls with average mathematical skills. Patterns of activation specific to reasoning tasks in math-gifted subjects were examined using functional magnetic resonance images acquired while the subjects were performing Raven's Advanced Progressive Matrices (RAPM) and the Tower of London (TOL) tasks. During the tasks, both groups showed significant activations in the frontoparietal network. In the math-gifted group, clusters of activation were always bilateral and more regions were recruited, especially in the right hemisphere. In the TOL task, math-gifted adolescents showed significant hyper-activations relative to controls in the precuneus, superior occipital lobe (BA 19), and medial temporal lobe (BA 39). The maximum differences between the groups were detected during RAPM tasks at the highest level of difficulty, where math-gifted subjects showed significant activations relative to controls in the right inferior parietal lobule (BA 40), anterior cingulated gyrus (BA 32), and frontal (BA 9, and BA 6) areas. Our results support the hypothesis that greater ability for complex mathematical reasoning may be related to more bilateral patterns of activation and that increased activation in the parietal and frontal regions of math-gifted adolescents is associated with enhanced skills in visuospatial processing and logical reasoning.


Subject(s)
Brain Mapping , Cerebral Cortex/physiology , Child, Gifted , Executive Function/physiology , Problem Solving/physiology , Adolescent , Female , Humans , Image Interpretation, Computer-Assisted , Intelligence/physiology , Male , Mathematical Concepts , Memory, Short-Term/physiology
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