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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

The understanding of empathy from a neuroscientific perspective has recently developed quickly, with numerous functional MRI studies associating different brain regions with different components of empathy. A recent meta-analysis across... more
Personality dimensions such as novelty seeking (NS), harm avoidance (HA), reward dependence (RD) and persistence (PER) are said to be heritable, stable across time and dependent on genetic and neurobiological factors. Recently a better... more
This article provides a classification of primary progressive aphasia (PPA) and its 3 main variants to improve the uniformity of case reporting and the reliability of research results. Criteria for the 3 variants of... more
Background: Recent genetic results have indicated that the two major, classically distinct forms of psychosisschizophrenia and bipolar disordermay share causative factors in common. However it is not clear to what extent they may also... more
by Hao Lei and 
1 more
Background: This study aims to investigate brain gray matter density (GMD) changes in adolescents with Internet addiction (IA) using voxel-based morphometry (VBM) analysis on high-resolution T1-weighted structural magnetic resonance... more
Image registration is an important enabling technology in medical image analysis. The current emphasis is on development and validation of application-specific non-rigid techniques, but there is already a plethora of techniques and... more
Cannabis abuse is related to impairments in a broad range of cognitive functions. However, studies on cannabis abuse in relation to brain structure are sparse and results are inconsistent, probably due to differences in imaging... more
Therapeutic interventions that incorporate training in mindfulness meditation have become increasingly popular, but to date little is known about neural mechanisms associated with these interventions. Mindfulness-Based Stress Reduction... more
Early emotional stress is associated with a life-long burden of risk for later depression and stressful life events contribute to the development of depressive episodes. In this study we investigated whether childhood stress is associated... more
Total brain volume accounts for about 16% of the variance in general intelligence scores (IQ), but how volumes of specific regions-of-interest (ROIs) relate to IQ is not known. We used voxel-based morphometry (VBM) in two independent... more
Neural regions modulating prepulse inhibition (PPI) of the startle response, an operational measure of sensorimotor gating, are well established from animal studies using surgical and pharmacological procedures. The limbic and... more
Background: Voxel-based morphometry (VBM) has been widely used to quantify structural brain changes associated with Major Depressive Disorder (MDD). While some consistent findings have been reported, individual studies have also varied... more
Numerous studies have begun to address how the brain's gray and white matter may be shaped by meditation. This research is yet to be integrated, however, and two fundamental questions remain: Is meditation associated with altered brain... more
Background: Patients affected by schizophrenia show deficits in social cognition, with abnormal performance on tasks targeting theory of mind (ToM) and empathy (Emp). Brain imaging studies suggested that ToM and Emp depend on the... more
Using high-resolution magnetic resonance imaging and voxel-based morphometry in 41 healthy individuals, this study evaluated the association between the personality traits of extraversion and neuroticism, on the one hand, and individual... more
Sex differences in human brain structure have repeatedly been described, but results are inconsistent. However, these studies hardly controlled for cycle phase of women or the use of hormonal contraceptives. Our study shows that these... more
Machiavellianism is a personality style marked by the use of such tactics as deception and manipulation so as to perform well and achieve power, status, or material wealth. Based on the assumption that Machiavellians are very sensitive to... more
Background: Childhood maltreatment represents a strong risk factor for the development of depression and posttraumatic stress disorder (PTSD) in later life. In the present study, we investigated the neurobiological underpinnings of this... more
by I. Peretz and 
1 more
Like language, music engagement is universal, complex and present early in life. However, $4% of the general population experiences a lifelong deficit in music perception that cannot be explained by hearing loss, brain damage,... more
Archaeological recording of structures and excavations in high mountain areas is greatly hindered by the scarce availability of both space, to transport material, and time. The Madriu-Perafita-Claror, InterAmbAr and PCR Mont Lozère high... more
Voxel-based-morphometry (VBM) is a whole-brain, unbiased technique for characterizing regional cerebral volume and tissue concentration differences in structural magnetic resonance images. We describe an optimized method of VBM to examine... more
The parieto-frontal integration theory (P-FIT) nominates several areas distributed throughout the brain as relevant for intelligence. This theory was derived from previously published studies using a variety of both imaging methods and... more
Recent research has examined anxiety and hyperactivity in the amygdala and the anterior hippocampus while processing aversive stimuli. In order to determine whether these functional differences have a structural basis, optimized... more
Learning is based on neuroplasticity, i.e. on the capability of the brain to adapt to new experiences. Different mechanisms of neuroplasticity have been described, ranging from synaptic remodeling to changes in complex neural circuitry.... more
Semantic deficits in Alzheimer's disease have been widely documented, but little is known about the integrity of semantic memory in the prodromal stage of the illness. The aims of the present study were to: (i) investigate naming... more
Structural brain changes have been described in both mild cognitive impairment (MCI) and Alzheimer's disease (AD). However, less is known about whether structural changes are detectable earlier, in the asymptomatic phase. Using... more
Schizophrenia affects approximately 1% of the population and is associated with reductions in brain volume, but when these are first evident is unknown. Magnetic resonance imaging (MRI) has demonstrated abnormalities of brain structure,... more
by Louise Winmill and 
1 more
Brain development continues actively during adolescence. Previous MRI studies have shown complex patterns of apparent loss of grey matter (GM) volume and increases in white matter (WM) volume and fractional anisotropy (FA), an index of WM... more
Extraverted individuals are sociable, behaviorally active, and happy. We report data from a voxel based morphometry study investigating, for the first time, if regional volume in gray and white matter brain regions is related to... more
We investigated the relationship between prefrontal cortex (PFC) and hippocampal volume and executive functioning in patients with temporal lobe epilepsy (TLE). Prefrontal volume and hippocampal volume were studied using stereology in... more
■ Abstract Brain abnormalities of schizophrenia probably consist of deviation related to the vulnerability and pathological changes in association with overt psychosis. We conducted a cross-sectional comparison in brain morphology between... more
The development of musical skills by musicians results in specific structural and functional modifications in the brain. Surprisingly, no functional magnetic resonance imaging (fMRI) study has investigated the impact of musical training... more
Abstract Background: Studying the distribution of anatomical abnormalities over the entire cortical surface can help identify key neural circuits implicated in generating symptoms of neuropsychiatric disorders. There is a significant... more
Recent research has examined anxiety and hyperactivity in the amygdala and the anterior hippocampus while processing aversive stimuli. In order to determine whether these functional differences have a structural basis, optimized... more
We conducted a meta-analysis of gray matter abnormalities in bipolar disorder (BD) using voxel-based morphometry studies to help clarify the structural abnormalities underpinning this condition.
Background: In animals, dendritic arborization and levels of brain derived neurotrophic factor are positively associated with intake of the omega-3 fatty acids. Here, we test whether omega-3 fatty acid intake in humans varies with... more
Music is a highly complex and versatile stimulus for the brain that engages many temporal, frontal, parietal, cerebellar, and subcortical areas involved in auditory, cognitive, emotional, and motor processing. Regular musical activities... more
Experimental animal studies have shown that physical exercise, associated with planning and execution of complex movements, are related to changes in brain structure. In humans, changes in cortical tissue density in relation to physical... more
The ability to decode letters into language sounds is essential for reading success, and accurate identification of children at high risk for decoding impairment is critical for reducing the frequency and severity of reading impairment.... more
Previous studies suggest organizing effects of sex hormones on brain structure during early life and puberty, yet little is known about the adult period. The aim of the present study was to elucidate the role of 17βestradiol,... more
■ Cognitive control allows humans to overrule and inhibit habitual responses to optimize performance in challenging situations. Contradicting traditional views, recent studies suggest that cognitive control processes can be initiated... more
Sex steroids exert important organizational effects on brain structure. Early in life, they are involved in brain sexual differentiation. During puberty, sex steroid levels increase considerably. However, to which extent sex steroid... more
Language Structural plasticity VBM a b s t r a c t While functional changes linked to second language learning have been subject to extensive investigation, the issue of learning-dependent structural plasticity in the fields of... more
Voxel-based morphometry (VBM) is a popular tool for mapping neuroanatomical changes in schizophrenia patients. Several recent meta-analyses have identified the brain regions in which patients most consistently show grey matter reductions,... more
In this work we present the results of computer-based techniques employed to obtain volumetric measures of the whole brain, lateral ventricle, and hippocampi. Research has shown that pathological changes in these three areas have strong... more
Tinnitus, the phantom perception of sound, is a frequent disorder that causes significant morbidity. The pathophysiological mechanisms involved in tinnitus generation are still under exploration. Electrophysiological and functional... more
Functional amnesia (FA) is characterized by an extensive retrograde memory loss in the absence of detectable structural brain damage. The two main hypotheses put forward to explain this disturbance involve a global retrieval deficit... more
We used voxel-based morphometry (VBM), an automatic whole-brain MR image analysis technique, to investigate gray matter abnormalities in patients with temporal lobe epilepsy (TLE), in whom hippocampal atrophy (HA) was demonstrated by... more
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