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Voxel Based Morphometry

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lightbulbAbout this topic
Voxel Based Morphometry (VBM) is a neuroimaging analysis technique that assesses differences in brain structure by comparing the local concentration of gray matter across individuals or groups, using voxel-wise statistical methods to identify regions of interest associated with various neurological conditions or cognitive functions.
lightbulbAbout this topic
Voxel Based Morphometry (VBM) is a neuroimaging analysis technique that assesses differences in brain structure by comparing the local concentration of gray matter across individuals or groups, using voxel-wise statistical methods to identify regions of interest associated with various neurological conditions or cognitive functions.

Key research themes

1. How can advanced morphometric techniques improve the detection and interpretation of subtle brain structural variations beyond volumetric analysis in Voxel-Based Morphometry?

This theme investigates enhancements to traditional VBM that incorporate surface-based and shape analyses, joint modeling of cortical metrics, and multivariate morphometric approaches. The central issue is that standard VBM, based primarily on gray matter volume differences, may lack sensitivity and specificity to capture complex morphological changes underlying development, disease, or individual variability. The selected works explore novel measurement algorithms, feature extraction methods, and combined analyses (e.g., thickness plus area) that more accurately reflect brain anatomy's multidimensional aspects and improve biomarker discovery.

Key finding: Developed Mindboggle, a hybrid morphometry platform combining volume and detailed surface shape measures (e.g., cortical thickness, curvature, fundi extraction), validated against other software, enabling detection of subtle... Read more
Key finding: Demonstrated that separate analyses of cortical thickness and surface area improve specificity compared to volume alone and proposed a non-parametric combination (NPC) method for joint analysis, outperforming traditional... Read more
Key finding: Confirmed that mass-conservative surface area interpolation methods closely match analytic calculations, and that NPC-based joint thickness and area analysis provides a more sensitive paradigm for cortical morphology studies... Read more
Key finding: Proposed a novel generic framework to model collections of anatomically complex brain surfaces by estimating a population representative template and diffeomorphic deformations, enabling statistical analysis of shape... Read more

2. What methodologies enable accurate voxel-wise analysis of brain asymmetries and individualized morphometric assessments in VBM settings?

This theme focuses on methodological refinements for voxel-based analysis aimed at characterizing hemispheric asymmetries and enabling reliable single-subject inferences using VBM. Hemispheric asymmetries represent subtle volumetric and structural differences relevant for neurodevelopment and pathology, yet measuring them necessitates adaptations to standard VBM workflows to ensure anatomical correspondence and control for noise/artifacts. Likewise, single-case VBM studies require robust statistical control to avoid inflated false positives. The theme addresses technical and statistical innovations that improve the validity and interpretability of such analyses.

Key finding: Provided a comprehensive, standardized 12-step VBM protocol adapted specifically for voxel-wise asymmetry analysis by incorporating symmetric spatial normalization using high-dimensional DARTEL registration,... Read more
Key finding: Demonstrated empirically that applying non-parametric permutation statistics in single-subject VBM analysis effectively controls family-wise error rates close to nominal levels, regardless of smoothing or modulation,... Read more

3. How can automated 3D segmentation and advanced morphological data visualization improve brain morphometric analyses, especially in complex or developing brain structures?

This theme encompasses the development of automated pipelines and visualization frameworks that enhance the quantification and interpretation of brain morphology from high-resolution volumetric data, addressing challenges such as white matter ultrastructure segmentation, fetal brain imaging, and multi-scale data integration. Accurate segmentation of components like axons or fetal intracranial volume and innovative visualization enable improved morphometric analyses that complement classical VBM and advance understanding of neurodevelopment and pathology.

Key finding: Introduced ACSON, a novel fully automated pipeline for 3D segmentation and morphometric assessment of white matter ultrastructure including myelinated/unmyelinated axons, mitochondria, and other compartments from serial... Read more
Key finding: Developed and validated an automated intracranial volume extraction method from 3D fetal ultrasound by registering a brain model and applying inverse transformations to model masks. This method achieves high correlation and... Read more
Key finding: Proposed an integrated multiview visualization framework enabling coordinated exploration of brain morphological and physiological data across multiple organizational levels, mitigating data complexity via schematic/iconic... Read more

All papers in Voxel Based Morphometry

This study utilizes voxel-based morphometry to examine the neural basis of developmental changes in transitive reasoning in parietal regions. Two groups of participants (young adolescents and adults) performed a transitive reasoning task,... more
Background: Major Depressive Disorder (MDD) is one of the most common mental disorders. Converging evidence suggests that the insula plays an important role in the pathophysiology of MDD. Little is known regarding in which insula... more
Objectives: To examine associations between low cognitive-performance and regional-and network-level brain changes at ages 9–10 in very-preterm, moderately-preterm, and full-term children, and explore whether these alterations predict... more
AUTISM is a biological disorder which affects social cognition, and understanding brain abnormalities of the former will elucidate the brain basis of the latter. We report structural MRI data on 15 high-functioning individuals with... more
Several preclinical and clinical lines of evidence suggest a role of neuroinflammation in migraine. Neuroimaging offers the possibility to investigate and localize neuroinflammation in vivo in patients with migraine, and to characterize... more
Magnetic resonance imaging (MRI) has improved the diagnosis and management of patients with multiple sclerosis (MS). Montreal Cognitive Assessment (MoCA) is a brief, sensitive test that has been recommended by National Institute of... more
This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will... more
There is still much debate about the exact nature and frequency of developmental dyscalculia, and about how it should be defined. This article examines several key questions in turn: Is developmental dyscalculia a distinct disorder, or... more
Background: The phenotypic expression of 22q11.2 deletion syndrome (22q11.2DS) is variable and may include cognitive, psychiatric, and neurological manifestations, e.g., parkinsonism. We investigated brain structural alterations in... more
Pain is a highly personal experience that varies substantially among individuals. In search of an anatomical correlate of pain sensitivity we used voxel-based morphometry (VBM) to investigate the relationship between grey matter density... more
Language ability and handedness are likely to be associated with asymmetry of the cerebral cortex (grey matter) and connectivity (white matter). Grey matter asymmetry, most likely linked to language has been identified with voxel-based... more
ABSTRACTBackgroundCharles Bonnet syndrome (CBS) is a prototype phenomenon for investigating complex visual hallucination. Our research focuses on resting state neural networks features of CBS patients with a comparison of patients with... more
Objectives. To address the role of latent T. gondii infection in schizophrenia we studied the infl uence of latent toxoplasmosis on brain morphology. Methods. An optimized voxel-based morphometry of magnetic resonance imaging was analyzed... more
With the widespread increase in elderly populations, the quality of life and mental health in old age are issues of great interest. The human brain changes with age, and the brain aging process is biologically complex and varies widely... more
Introduction: Progressive gray matter (GM) atrophy is a hallmark of multiple sclerosis (MS). Cognitive impairment has been observed in 40%-70% of MS patients and has been linked to GM atrophy. In a phase 2 trial of estriol treatment in... more
Grey matter (GM) abnormalities are robust features of schizophrenia and of people at ultra high-risk for psychosis. However the extent to which neuroanatomical alterations are evident in non-clinical subjects with isolated psychotic... more
Forty-two male patients with severe Osa and 31 agematched healthy volunteers were recruited. patients were brain gray Matter concentrations in osa
We aimed to find structural brain abnormalities in juvenile myoclonic epilepsy (JME) patients. The volumes of the cerebrum, hippocampus and frontal lobe and the area of the corpus callosum's subdivisions were all semiautomatically... more
To investigate the effects of various intracranial volume (ICV) measurement methods on the sensitivity of hippocampal volumetry and modulated voxel-based morphometry (mVBM) in female patients with major depressive disorder (MDD).... more
Although established adult smokers with long histories of nicotine dependence have lower neural tissue volume than non-smokers, it is not clear if lower regional brain volume is also observed in younger, less established smokers. The... more
Repeated hospitalizations are a characteristic of severe disease courses in patients with affective disorders (PAD). To elucidate how a hospitalization during a nine-year follow-up in PAD affects brain structure, a longitudinal... more
Cognition has been reported to be involved in patients with multiple system atrophy (MSA), although initially it was considered an exclusion in the diagnosis of MSA. We assessed cognition in these patients and compared it with age and... more
Posttraumatic stress disorder (PTSD) is a debilitating psychiatric condition that is common in veterans returning from combat operations. While the symptoms of PTSD have been extensively characterized, the neural mechanisms that underlie... more
The human sense of smell is closely associated with morphological differences of the fronto-limbic system, specifically the piriform cortex and medial orbitofrontal cortex (mOFC). Still it is unclear whether cortical volume in the core... more
for their input during the questionnaire development. Also, we want to thank our co-interviewers Rosie De Vidts and Lisa Thibau for their time and dedication to this project. Many thanks to the staff of the Old Age Psychiatry Departments... more
Background: Many research papers claim that patients with specific psychiatric disorders (major depressive disorder, posttraumatic stress disorder, borderline personality disorder, alcohol use disorder, and others) have smaller... more
Widespread regional gray matter volume (GMV) alterations have been reported in bipolar disorder (BD). Structural networks, which are thought to better reflect the complex multivariate organization of the brain, and their clinical and... more
Chronic alcoholism and its related cognitive impairments are associated with increased social, relational, and professional deficits which have a variable overall impact on social integration. These impairments are known to have varying... more
Pathogenic NR2F1 variants cause a rare autosomal dominant neurodevelopmental disorder referred to as the Bosch–Boonstra–Schaaf Optic Atrophy Syndrome. Although visual loss is a prominent feature seen in affected individuals, the molecular... more
Objective: To explore gray (GM) and white matter (WM) abnormalities and the relationships with neuropsychopathology in first-episode schizophrenia (FES). Method: Nineteen patients with first episode of non-affective psychosis and 18... more
In recent years, cerebellar abnormalities have gained increasing attention as possible physiopathological substratum of idiopathic cervical dystonia (ICD), but a consistent pattern of cerebellar structural modifications has not yet been... more
Objective: Memory decline commonly occurs among elderly individuals. This observation is often attributed to early neurodegenerative changes in the hippocampus and related brain regions. However, the contribution of vascular lesions, such... more
Aims. The relationship between freezing of gait (FOG) and regional brain atrophy has been intensively investigated, but it is still not clearly understood. The study objective was to test whether grey matter (GM) atrophy contributes to... more
Psychogenic non-epileptic seizures (PNES) -time-limited disturbances of consciousness and motor-sensory control, not accompanied by ictal activity on electroencephalogram (EEG) -are best conceptualized as atypical neurophysiological... more
SummaryObjectiveIntelligence quotient (IQ) outcomes after pediatric epilepsy surgery show significant individual variation. Clinical factors such as seizure cessation or antiepileptic medication discontinuation have been implicated, but... more
Developmental dyslexia (DD) is a highly prevalent neurodevelopmental disorder, which is devastating for individuals in modern societies in which fluent reading skill is mandatory for leading a normal life. Research on the neural origins... more
Improving quality of life has been recognized as an important outcome for schizophrenia treatment, although the fundamental determinants are not well understood. In this study, we investigated the association between brain structural... more
The purpose of this coordinate based meta-analysis (CBMA) was to summarise the available evidence related to regional grey matter (GM) changes in patients with multiple sclerosis (MS) and clinically isolated syndrome (CIS). CBMA is a way... more
Though routine neuroimaging is usually normal in essential tremor (ET) there is clinical evidence of widespread involvement of central nervous system. This study aimed at determining morphological changes in brain of patients with ET... more
Results Increasing age was associated with a decrease in global GM [r(62)=0.214, p=.051] but not WM [r(62)=0.063, p=.313]. GM atrophy varied as a function of age and sex in several regions. As shown in figure 2, age-related GM atrophy was... more
Background: With the increasing efforts to a better understanding of psychiatric diseases, detection of brain morphological alterations are necessary. This study compared two methods-voxel based morphometry (VBM) and region of interest... more
BackgroundNegative symptoms are one of the most incapacitating features of Schizophrenia but their pathophysiology remains unclear. They have been linked to alterations in grey matter in several brain regions, but findings have been... more
Neurofibromatosis Type 1 (NF1) is a common genetic condition associated with cognitive dysfunction. However, the pathophysiology of the NF1 cognitive deficits is not well understood. Abnormal brain structure, including increased total... more
Cannabis consumption is temporally associated with the development of first episode psychosis (FEP). Whether or not the chronic use of this substance induces structural brain changes that may be responsible for the cognitive and... more
Hallucinations are a frequent and severe complication in Parkinson's disease (PD). Minor hallucinations are generally not disturbing, but likely progress to well-structured hallucinations with loss of insight and a great impact on quality... more
Body processing has been associated functionally to the so called extrastriate body area (EBA) which is located in the lateral occipital cortex. As body image disturbance is one of the main diagnostic criteria in anorexia nervosa (AN)... more
PURPOSE The purpose of this study was to determine the optimal computational options in voxel-based morphometry (VBM) for discrimination between Alzheimer's disease (AD) patients and healthy control (HC) subjects. MATERIALS AND... more
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