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1.
J Magn Reson Imaging ; 38(1): 36-45, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23225622

RESUMEN

PURPOSE: To explore the use of approximate entropy (ApEn) as an index of the complexity and the synchronicity of resting state blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging (fMRI) in normal aging and cognitive decline associated with familial Alzheimer's disease (fAD). MATERIALS AND METHODS: Resting state BOLD fMRI data were acquired at 3T from two independent cohorts of subjects consisting of healthy young (age 23 ± 2 years, n = 8) and aged volunteers (age 66 ± 3 years, n = 8), as well as 22 fAD associated subjects (14 mutation carriers, age 41.2 ± 15.8 years; and eight nonmutation carrying family members, age 28.8 ± 5.9 years). Mean ApEn values were compared between the two age groups and correlated with cognitive performance in the fAD group. Cross-ApEn (C-ApEn) was further calculated to assess the asynchrony between precuneus and the rest of the brain. RESULTS: Complexity of brain activity measured by mean ApEn in gray and white matter decreased with normal aging. In the fAD group, cognitive impairment was associated with decreased mean ApEn in gray matter as well as decreased regional ApEn in right precuneus, right lateral parietal regions, left precentral gyrus, and right paracentral gyrus. A pattern of asynchrony between BOLD fMRI series emerged from C-ApEn analysis, with significant regional anti-correlation with cross-correlation coefficient of functional connectivity analysis. CONCLUSION: ApEn and C-ApEn may be useful for assessing the complexity and synchronicity of brain activity in normal aging and cognitive decline associated with neurodegenerative diseases.


Asunto(s)
Envejecimiento/fisiología , Mapeo Encefálico/métodos , Corteza Cerebral/fisiología , Sincronización Cortical/fisiología , Imagen por Resonancia Magnética/métodos , Red Nerviosa/fisiología , Oxígeno/sangre , Anciano de 80 o más Años , Conectoma/métodos , Femenino , Humanos , Masculino , Adulto Joven
2.
Neuroradiology ; 54(2): 113-21, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21424708

RESUMEN

INTRODUCTION: The purpose of this study was to characterize brain volumetric differences in HIV seropositive and seronegative men and to determine effects of age, cardiovascular risk, and HIV infection on structural integrity. METHODS: Magnetic resonance imaging was used to acquire high-resolution neuroanatomic data in 160 men aged 50 years and over, including 84 HIV seropositive and 76 seronegative controls. Voxel-based morphometry was used to derive volumetric measurements at the level of the individual voxel. Data from a detailed neuropsychological test battery were recombined into four summary scores representing psychomotor speed, visual memory, verbal memory, and verbal fluency. RESULTS: Both age and HIV status had a significant effect on both gray matter (GM) and white matter (WM) volume. The age-related GM atrophy was primarily in the superior temporal and inferior frontal regions; the HIV-related GM loss included the posterior and inferior temporal lobes, the parietal lobes, and the cerebellum. Among all subjects, the performance on neuropsychological tests, as indexed by a summary variable, was related to the volume of both the GM and WM. Contrary to our predictions, the CVD variables were not linked to brain volume in statistically adjusted models. CONCLUSION: In the post-HAART era, having HIV infection is still linked to atrophy in both GM and WM. Secondly, advancing age, even in this relatively young cohort, is also linked to changes in GM and WM volume. Thirdly, CNS structural integrity is associated with overall cognitive functions, regardless of the HIV infection status of the study volunteers.


Asunto(s)
Encéfalo/patología , Infecciones por VIH/patología , Imagen por Resonancia Magnética/métodos , Terapia Antirretroviral Altamente Activa , Atrofia , Enfermedades Cardiovasculares/diagnóstico por imagen , Estudios de Casos y Controles , Distribución de Chi-Cuadrado , Infecciones por VIH/tratamiento farmacológico , Humanos , Interpretación de Imagen Asistida por Computador , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Tamaño de los Órganos , Radiografía , Ultrasonografía
3.
Brain Imaging Behav ; 10(3): 640-51, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-26303224

RESUMEN

To characterize the relationship between dispersion-based intra-individual variability (IIVd) in neuropsychological test performance and brain volume among HIV seropositive and seronegative men and to determine the effects of cardiovascular risk and HIV infection on this relationship. Magnetic Resonance Imaging (MRI) was used to acquire high-resolution neuroanatomic data from 147 men age 50 and over, including 80 HIV seropositive (HIV+) and 67 seronegative controls (HIV-) in this cross-sectional cohort study. Voxel Based Morphometry was used to derive volumetric measurements at the level of the individual voxel. These brain structure maps were analyzed using Statistical Parametric Mapping (SPM2). IIVd was measured by computing intra-individual standard deviations (ISD's) from the standardized performance scores of five neuropsychological tests: Wechsler Memory Scale-III Visual Reproduction I and II, Logical Memory I and II, Wechsler Adult Intelligence Scale-III Letter Number Sequencing. Total gray matter (GM) volume was inversely associated with IIVd. Among all subjects, IIVd -related GM atrophy was observed primarily in: 1) the inferior frontal gyrus bilaterally, the left inferior temporal gyrus extending to the supramarginal gyrus, spanning the lateral sulcus; 2) the right superior parietal lobule and intraparietal sulcus; and, 3) dorsal/ventral regions of the posterior section of the transverse temporal gyrus. HIV status, biological, and cardiovascular disease (CVD) variables were not linked to IIVd -related GM atrophy. IIVd in neuropsychological test performance may be a sensitive marker of cortical integrity in older adults, regardless of HIV infection status or CVD risk factors, and degree of intra-individual variability links with volume loss in specific cortical regions; independent of mean-level performance on neuropsychological tests.


Asunto(s)
Corteza Cerebral/diagnóstico por imagen , Infecciones por VIH/diagnóstico por imagen , Infecciones por VIH/psicología , Atrofia/diagnóstico por imagen , Enfermedades Cardiovasculares/epidemiología , Estudios de Cohortes , Estudios Transversales , Sustancia Gris/diagnóstico por imagen , Humanos , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Tamaño de los Órganos , Análisis de Regresión , Factores de Riesgo , Sustancia Blanca/diagnóstico por imagen
4.
Brain Imaging Behav ; 5(2): 77-85, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21264551

RESUMEN

The purpose of this study was to determine the pattern and extent of caudate nucleus and putamen atrophy in HIV-infected men with well-controlled immune status and viral replication. 155 men underwent structural brain magnetic resonance imaging; 84 were HIV-infected and 71 were uninfected controls. MRI data were processed using the Fully Deformable Segmentation routine, producing volumes for the right and left caudate nucleus and putamen, and 3-D maps of spatial patterns of thickness. There was significant atrophy in the HIV-infected men in both the caudate and putamen, principally in the anterior regions. The volume of the basal ganglia was inversely associated with the time since first seropositivity, suggesting that either there is a chronic, subclinical process that continues in spite of therapy, or that the extent of the initial insult caused the extent of atrophy.


Asunto(s)
Terapia Antirretroviral Altamente Activa , Núcleo Caudado/patología , Infecciones por VIH/diagnóstico , Infecciones por VIH/tratamiento farmacológico , Imagen por Resonancia Magnética , Putamen/patología , Algoritmos , Atrofia , Estudios de Cohortes , Humanos , Procesamiento de Imagen Asistido por Computador , Imagenología Tridimensional , Masculino , Persona de Mediana Edad , Factores de Tiempo
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