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Voxel based morphometry MRI

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https://www.readbyqxmd.com/read/28426817/evaluation-of-machine-learning-algorithms-and-structural-features-for-optimal-mri-based-diagnostic-prediction-in-psychosis
#1
Raymond Salvador, Joaquim Radua, Erick J Canales-Rodríguez, Aleix Solanes, Salvador Sarró, José M Goikolea, Alicia Valiente, Gemma C Monté, María Del Carmen Natividad, Amalia Guerrero-Pedraza, Noemí Moro, Paloma Fernández-Corcuera, Benedikt L Amann, Teresa Maristany, Eduard Vieta, Peter J McKenna, Edith Pomarol-Clotet
A relatively large number of studies have investigated the power of structural magnetic resonance imaging (sMRI) data to discriminate patients with schizophrenia from healthy controls. However, very few of them have also included patients with bipolar disorder, allowing the clinically relevant discrimination between both psychotic diagnostics. To assess the efficacy of sMRI data for diagnostic prediction in psychosis we objectively evaluated the discriminative power of a wide range of commonly used machine learning algorithms (ridge, lasso, elastic net and L0 norm regularized logistic regressions, a support vector classifier, regularized discriminant analysis, random forests and a Gaussian process classifier) on main sMRI features including grey and white matter voxel-based morphometry (VBM), vertex-based cortical thickness and volume, region of interest volumetric measures and wavelet-based morphometry (WBM) maps...
2017: PloS One
https://www.readbyqxmd.com/read/28425061/gray-matter-and-white-matter-changes-in-non-demented-amyotrophic-lateral-sclerosis-patients-with-or-without-cognitive-impairment-a-combined-voxel-based-morphometry-and-tract-based-spatial-statistics-whole-brain-analysis
#2
Foteini Christidi, Efstratios Karavasilis, Franz Riederer, Ioannis Zalonis, Panagiotis Ferentinos, Georgios Velonakis, Sophia Xirou, Michalis Rentzos, Georgios Argiropoulos, Vasiliki Zouvelou, Thomas Zambelis, Athanasios Athanasakos, Panagiotis Toulas, Konstantinos Vadikolias, Efstathios Efstathopoulos, Spyros Kollias, Nikolaos Karandreas, Nikolaos Kelekis, Ioannis Evdokimidis
The phenotypic heterogeneity in amyotrophic lateral sclerosis (ALS) implies that patients show structural changes within but also beyond the motor cortex and corticospinal tract and furthermore outside the frontal lobes, even if frank dementia is not detected. The aim of the present study was to investigate both gray matter (GM) and white matter (WM) changes in non-demented amyotrophic lateral sclerosis (ALS) patients with or without cognitive impairment (ALS-motor and ALS-plus, respectively). Nineteen ALS-motor, 31 ALS-plus and 25 healthy controls (HC) underwent 3D-T1-weighted and 30-directional diffusion-weighted imaging on a 3 T MRI scanner...
April 19, 2017: Brain Imaging and Behavior
https://www.readbyqxmd.com/read/28420876/examining-gray-matter-structure-associated-with-academic-performance-in-a-large-sample-of-chinese-high-school-students
#3
Song Wang, Ming Zhou, Taolin Chen, Xun Yang, Guangxiang Chen, Meiyun Wang, Qiyong Gong
Achievement in school is crucial for students to be able to pursue successful careers and lead happy lives in the future. Although many psychological attributes have been found to be associated with academic performance, the neural substrates of academic performance remain largely unknown. Here, we investigated the relationship between brain structure and academic performance in a large sample of high school students via structural magnetic resonance imaging (S-MRI) using voxel-based morphometry (VBM) approach...
April 18, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28396646/regional-gray-matter-volume-is-associated-with-restrained-eating-in-healthy-chinese-young-adults-evidence-from-voxel-based-morphometry
#4
Yanhua Su, Todd Jackson, Dongtao Wei, Jiang Qiu, Hong Chen
Highlight Participants were non-clinical young adults with different restrained eating levels.We assessed relations of restrained eating (RE) with regional gray matter volume (rGMV).High RE scores were related to larger GMV in specific areas related to reward.High RE scores were also linked to less GMV in regions related to response inhibition. Objective: Dieting is a popular method of weight control. However, few dieters are able to maintain initial weight losses over an extended period of time. Why do most restrained dieters fail to lose weight? Alterations in brain structures associated with restrained eating (RE) represent one potentially important mechanism that contributes to difficulties in maintaining weight loss within this group...
2017: Frontiers in Psychology
https://www.readbyqxmd.com/read/28394230/advanced-mri-techniques-biomarkers-in-neuropsychiatric-lupus
#5
N Sarbu, P Toledano, A Calvo, E Roura, M I Sarbu, G Espinosa, X Lladó, R Cervera, N Bargalló
Objectives The objective of this study was to determine whether advanced MRI could provide biomarkers for diagnosis and prognosis in neuropsychiatric systemic lupus erythematosus (NPSLE). Methods Our prospective study included 28 systemic lupus erythematosus (SLE) patients with primary central NPSLE, 22 patients without NPSLE and 20 healthy controls. We used visual scales to evaluate atrophy and white matter hyperintensities, voxel-based morphometry and Freesurfer to measure brain volume, plus diffusion-tensor imaging (DTI) to assess white matter (WM) and gray matter (GM) damage...
April 2017: Lupus
https://www.readbyqxmd.com/read/28389386/coordinate-based-random-effect-size-meta-analysis-of-neuroimaging-studies
#6
C R Tench, Radu Tanasescu, C S Constantinescu, D P Auer, W J Cottam
Low power in neuroimaging studies can make them difficult to interpret, and Coordinate based meta-analysis (CBMA) may go some way to mitigating this issue. CBMA has been used in many analyses to detect where published functional MRI or voxel-based morphometry studies testing similar hypotheses report significant summary results (coordinates) consistently. Only the reported coordinates and possibly t statistics are analysed, and statistical significance of clusters is determined by coordinate density. Here a method of performing coordinate based random effect size meta-analysis and meta-regression is introduced...
April 4, 2017: NeuroImage
https://www.readbyqxmd.com/read/28387678/memory-is-not-enough-the-neurobiological-substrates-of-dynamic-cognitive-reserve
#7
Laura Serra, Michela Bruschini, Carlotta Di Domenico, Giulia Bechi Gabrielli, Camillo Marra, Carlo Caltagirone, Mara Cercignani, Marco Bozzali
Changes in the residual memory variance are considered as a dynamic aspect of cognitive reserve (d-CR). We aimed to investigate for the first time the neural substrate associated with changes in the residual memory variance overtime in patients with amnestic mild cognitive impairment (aMCI). Thirty-four aMCI patients followed-up for 36 months and 48 healthy elderly individuals (HE) were recruited. All participants underwent 3T MRI, collecting T1-weighted images for voxel-based morphometry (VBM). They underwent an extensive neuropsychological battery, including six episodic memory tests...
April 3, 2017: Journal of Alzheimer's Disease: JAD
https://www.readbyqxmd.com/read/28374074/abnormal-subcortical-nuclei-shapes-in-patients-with-type-2-diabetes-mellitus
#8
Ji Chen, Junxiang Zhang, Xuebing Liu, Xiaoyang Wang, Xiangjin Xu, Hui Li, Bo Cao, Yanqiu Yang, Jingjing Lu, Ziqian Chen
OBJECTIVES: Type 2 diabetes mellitus (T2DM) increases the risk of brain atrophy and dementia. We aimed to elucidate deep grey matter (GM) structural abnormalities and their relationships with T2DM cognitive deficits by combining region of interest (ROI)-based volumetry, voxel-based morphometry (VBM) and shape analysis. METHODS: We recruited 23 T2DM patients and 24 age-matched healthy controls to undergo T1-weighted structural MRI scanning. Images were analysed using the three aforementioned methods to obtain deep GM structural shapes and volumes...
April 3, 2017: European Radiology
https://www.readbyqxmd.com/read/28370153/mri-reveals-therapeutical-efficacy-of-stem-cells-an-experimental-study-on-the-sod1-g93a-animal-model
#9
Pietro Bontempi, Alice Busato, Roberta Bonafede, Lorenzo Schiaffino, Ilaria Scambi, Andrea Sbarbati, Raffaella Mariotti, Pasquina Marzola
PURPOSE: The first part of the experiment identifies and validates MRI biomarkers distinctive of the disease progression in the transgenic superoxide dismutase gene (SOD1(G93A)) animal model. The second part assesses the efficacy of a mesenchymal stem cell-based therapy through the MRI biomarkers previously defined. METHODS: The first part identifies MRI differences between SOD1(G93A) and healthy mice. The second part of the experiment follows the disease evolution of stem cell-treated and non-stem-cell treated SOD1(G93A) mice...
March 31, 2017: Magnetic Resonance in Medicine: Official Journal of the Society of Magnetic Resonance in Medicine
https://www.readbyqxmd.com/read/28351446/on-the-relationship-between-head-circumference-brain-size-prenatal-long-chain-pufa-5-methyltetrahydrofolate-supplementation-and-cognitive-abilities-during-childhood
#10
Andrés Catena, Cristina Martínez-Zaldívar, Carolina Diaz-Piedra, Francisco J Torres-Espínola, Pilar Brandi, Miguel Pérez-García, Tamás Decsi, Berthold Koletzko, Cristina Campoy
Head circumference in infants has been reported to predict brain size, total grey matter volume (GMV) and neurocognitive development. However, it is unknown whether it has predictive value on regional and subcortical brain volumes. We aimed to explore the relationship between several head circumference measurements since birth and distributions of GMV and subcortical volumes at later childhood. We examined seventy-four, Caucasian, singleton, term-born infants born to mothers randomised to receive fish oil and/or 5-methyltetrahydrofolate or placebo prenatal supplementation...
March 29, 2017: British Journal of Nutrition
https://www.readbyqxmd.com/read/28341715/can-mri-visual-assessment-differentiate-the-variants-of-primary-progressive-aphasia
#11
S A Sajjadi, N Sheikh-Bahaei, J Cross, J H Gillard, D Scoffings, P J Nestor
BACKGROUND AND PURPOSE: Primary-progressive aphasia is a clinically and pathologically heterogeneous condition. Nonfluent, semantic, and logopenic are the currently recognized clinical variants. The recommendations for the classification of primary-progressive aphasia have advocated variant-specific patterns of atrophy. The aims of the present study were to evaluate the sensitivity and specificity of the proposed imaging criteria and to assess the intra- and interrater reporting agreements...
March 24, 2017: AJNR. American Journal of Neuroradiology
https://www.readbyqxmd.com/read/28337409/network-degeneration-and-dysfunction-in-presymptomatic-c9orf72-expansion-carriers
#12
Suzee E Lee, Ana C Sias, Maria Luisa Mandelli, Jesse A Brown, Alainna B Brown, Anna M Khazenzon, Anna A Vidovszky, Theodore P Zanto, Anna M Karydas, Mochtar Pribadi, Deepika Dokuru, Giovanni Coppola, Dan H Geschwind, Rosa Rademakers, Maria Luisa Gorno-Tempini, Howard J Rosen, Bruce L Miller, William W Seeley
Hexanucleotide repeat expansions in C9ORF72 are the most common known genetic cause of familial and sporadic frontotemporal dementia and amyotrophic lateral sclerosis. Previous work has shown that patients with behavioral variant frontotemporal dementia due to C9ORF72 show salience and sensorimotor network disruptions comparable to those seen in sporadic behavioral variant frontotemporal dementia, but it remains unknown how early in the lifespan these and other changes in brain structure and function arise...
2017: NeuroImage: Clinical
https://www.readbyqxmd.com/read/28332625/brain-anatomy-alterations-associated-with-social-networking-site-sns-addiction
#13
Qinghua He, Ofir Turel, Antoine Bechara
This study relies on knowledge regarding the neuroplasticity of dual-system components that govern addiction and excessive behavior and suggests that alterations in the grey matter volumes, i.e., brain morphology, of specific regions of interest are associated with technology-related addictions. Using voxel based morphometry (VBM) applied to structural Magnetic Resonance Imaging (MRI) scans of twenty social network site (SNS) users with varying degrees of SNS addiction, we show that SNS addiction is associated with a presumably more efficient impulsive brain system, manifested through reduced grey matter volumes in the amygdala bilaterally (but not with structural differences in the Nucleus Accumbens)...
March 23, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28327107/brain-structure-differences-among-male-schizophrenic-patients-with-history-of-serious-violent-acts-an-mri-voxel-based-morphometric-study
#14
Noriomi Kuroki, Hiroko Kashiwagi, Miho Ota, Masanori Ishikawa, Hiroshi Kunugi, Noriko Sato, Naotsugu Hirabayashi, Toshio Ota
BACKGROUND: The biological underpinnings of serious violent behaviors in patients with schizophrenia remain unclear. The aim of this study was to identify the characteristics of brain morphometry in patients with schizophrenia and a history of serious violent acts, who were being treated under relatively new legislation for offenders with mental illness in Japan where their relevant action should be strongly associated with their mental illness. We also investigated whether morphometric changes would depend on types of serious violent actions or not...
March 21, 2017: BMC Psychiatry
https://www.readbyqxmd.com/read/28326008/disease-specific-regions-outperform-whole-brain-approaches-in-identifying-progressive-supranuclear-palsy-a-multicentric-mri-study
#15
Karsten Mueller, Robert Jech, Cecilia Bonnet, Jaroslav Tintěra, Jaromir Hanuška, Harald E Möller, Klaus Fassbender, Albert Ludolph, Jan Kassubek, Markus Otto, Evžen Růžička, Matthias L Schroeter
To identify progressive supranuclear palsy (PSP), we combined voxel-based morphometry (VBM) and support vector machine (SVM) classification using disease-specific features in multicentric magnetic resonance imaging (MRI) data. Structural brain differences were investigated at four centers between 20 patients with PSP and 20 age-matched healthy controls with T1-weighted MRI at 3T. To pave the way for future application in personalized medicine, we applied SVM classification to identify PSP on an individual level besides group analyses based on VBM...
2017: Frontiers in Neuroscience
https://www.readbyqxmd.com/read/28321185/sex-matters-hippocampal-volume-predicts-individual-differences-in-associative-memory-in-cognitively-normal-older-women-but-not-men
#16
Zhiwei Zheng, Rui Li, Fengqiu Xiao, Rongqiao He, Shouzi Zhang, Juan Li
The hippocampus plays a prominent role in associative memory by supporting relational binding and recollection processes. Structural atrophy in the hippocampus is likely to induce associative memory deficits in older adults. Previous studies have primarily focused on average age-related differences in hippocampal structure and memory performance. To date, however, it remains unclear whether individual differences in hippocampal morphometry underlie differential associative memory performance, and whether there are sex differences in the structural correlates of associative memory in healthy older adults...
2017: Frontiers in Human Neuroscience
https://www.readbyqxmd.com/read/28319687/effects-of-subclinical-depression-anxiety-and-somatization-on-brain-structure-in-healthy-subjects
#17
Bianca Besteher, Christian Gaser, Kerstin Langbein, Maren Dietzek, Heinrich Sauer, Igor Nenadić
BACKGROUND: Dimensional approaches in highly prevalent psychiatric disorders like depression or anxiety could lead to a better understanding of pathogenesis and advantages in early detection and prevention. In an effort to better understand associations of brain structural variation across the depression/anxiety spectra, we investigated minor subclinical symptoms in a non-clinical healthy population. METHODS: We studied 177 healthy subjects from the community, who underwent high-resolution T1-weighted 3T MRI and completed the symptom-checklist-90 (SCL-90-R)...
March 16, 2017: Journal of Affective Disorders
https://www.readbyqxmd.com/read/28303917/reduced-regional-grey-matter-volumes-in-pediatric-obstructive-sleep-apnea
#18
Mona F Philby, Paul M Macey, Richard A Ma, Rajesh Kumar, David Gozal, Leila Kheirandish-Gozal
Pediatric OSA is associated with cognitive risk. Since adult OSA manifests MRI evidence of brain injury, and animal models lead to regional neuronal losses, pediatric OSA patients may also be affected. We assessed the presence of neuronal injury, measured as regional grey matter volume, in 16 OSA children (8 male, 8.1 ± 2.2 years, AHI:11.1 ± 5.9 events/hr), and 200 control subjects (84 male, 8.2 ± 2.0 years), 191 of whom were from the NIH-Pediatric MRI database. High resolution T1-weighted whole-brain images were assessed between groups with voxel-based morphometry, using ANCOVA (covariates, age and gender; family-wise error correction, P < 0...
March 17, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28290743/brain-anatomy-of-symptom-stratification-in-schizophrenia-a-voxel-based-morphometry-study
#19
Giuseppe Delvecchio, Alessandra Lorandi, Cinzia Perlini, Marco Barillari, Mirella Ruggeri, A Carlo Altamura, Marcella Bellani, Paolo Brambilla
BACKGROUND: Although some Magnetic Resonance Imaging (MRI) studies have investigated the relationship between clinical severity and neuroanatomical alterations in patients with schizophrenia (SCZ), the biological signature associated with illness severity in schizophrenia is still uncertain. Therefore, this study aims to investigate structural brain abnormalities in SCZ, with particular regards to the identification of potential deficits associated with the severity of illness. METHODS: In total, 1...
March 14, 2017: Nordic Journal of Psychiatry
https://www.readbyqxmd.com/read/28290386/imaging-biomarker-correlates-with-oxidative-stress-in-parkinson-s-disease
#20
Rajini M Naduthota, Rose D Bharath, Ketan Jhunjhunwala, Ravi Yadav, Jitender Saini, Rita Christopher, Pramod Kumar Pal
BACKGROUND: While oxidative stress (OS) may be one of the crucial factors determining the initiation and progression of Parkinson's disease (PD), its correlation with gray matter (GM) atrophy is not known. AIMS: To determine the GM volume (GMV) changes using voxel-based morphometry (VBM) and correlation with OS marker serum malondialdehyde (MDA) in PD. MATERIALS AND METHODS: Seventy-two patients with PD were clinically evaluated and underwent magnetic resonance imaging (MRI) on a 3T MRI scanner using a 32-channel head coil...
March 2017: Neurology India
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