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1.
Alzheimers Dement ; 20(3): 1483-1496, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37828730

RESUMEN

INTRODUCTION: White matter hyperintensities (WMH) may promote clinical Alzheimer's disease (AD) disparities between Black American (BA) and non-Hispanic White (nHW) populations. Using a novel measurement, unhealthy white matter connectivity (UWMC), we interrogated racialized group differences in associations between WMH in AD pathology-affected regions and cognition. METHODS: UWMC is the proportion of white matter fibers that pass through WMH for every pair of brain regions. Individual regression models tested associations of UWMC in beta-amyloid (Aß) or tau pathology-affected regions with cognition overall, stratified by racialized group, and with a racialized group interaction. RESULTS: In 201 older adults ranging from cognitively unimpaired to AD, BA participants exhibited greater UWMC and worse cognition than nHW participants. UWMC was negatively associated with cognition in 17 and 5 Aß- and tau-affected regions, respectively. Racialization did not modify these relationships. DISCUSSION: Differential UWMC burden, not differential UWMC-and-cognition associations, may drive clinical AD disparities between racialized groups. HIGHLIGHTS: Unhealthy white matter connectivity (UWMC) in Alzheimer's disease (AD) pathology-affected brain regions is associated with cognition. Relationships between UWMC and cognition are similar between Black American (BA) and non-Hispanic White (nHW) individuals. More UWMC may partially drive higher clinical AD burden in BA versus nHW populations. UWMC risk factors, particularly social and environmental, should be identified.


Asunto(s)
Enfermedad de Alzheimer , Disfunción Cognitiva , Sustancia Blanca , Humanos , Anciano , Sustancia Blanca/metabolismo , Enfermedad de Alzheimer/complicaciones , Imagen por Resonancia Magnética , Cognición , Encéfalo/metabolismo , Péptidos beta-Amiloides/metabolismo , Disfunción Cognitiva/complicaciones
2.
Stat Med ; 42(1): 52-67, 2023 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-36318895

RESUMEN

The multivariate normative comparison (MNC) method has been used for identifying cognitive impairment. When participants' cognitive brain domains are evaluated regularly, the longitudinal MNC (LMNC) has been introduced to correct for the intercorrelation among repeated assessments of multiple cognitive domains in the same participant. However, it may not be practical to wait until the end of study for diagnosis. For example, in participants of the Multicenter AIDS Cohort Study (MACS), cognitive functioning has been evaluated repeatedly for more than 35 years. Therefore, it is optimal to identify cognitive impairment at each assessment, while the family-wise error rate (FWER) is controlled with unknown number of assessments in future. In this work, we propose to use the difference of consecutive LMNC test statistics to construct independent tests. Frequency modeling can help predict how many assessments each participant will have, so Bonferroni-type correction can be easily adapted. A chi-squared test is used under the assumption of multivariate normality, and permutation test is proposed where this assumption is violated. We showed through simulation and the MACS data that our method controlled FWER below a predetermined level.


Asunto(s)
Síndrome de Inmunodeficiencia Adquirida , Disfunción Cognitiva , Humanos , Estudios de Cohortes , Encéfalo , Disfunción Cognitiva/diagnóstico , Cognición , Simulación por Computador
3.
Clin Infect Dis ; 73(7): e2303-e2310, 2021 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-33053187

RESUMEN

BACKGROUND: Age, human immunodeficiency virus (HIV) infection, illicit drug use, and central nervous system (CNS) opportunistic infections can affect brain structure, with the striatum being particularly sensitive to HIV effects. Nevertheless, the impact of non-CNS AIDS-defining illness (ADI) on brain structure has been less investigated. We examined ADI and HIV effects on brain volume. METHODS: In a cross-sectional study, including 95 virally suppressed seropositive and 84 demographically matched, seronegative participants, we examined serostatus and ADI effects. Cortical and subcortical gray matter volume (GMV) regions of interest were estimated with computational neuroanatomy techniques applied to high-resolution, T1-weighted magnetic resonance imaging data. Linear regression was used to model HIV serostatus and ADI effects on global and regional GMV, adjusting for age, sex, CD4 nadir, drug use, and total intracranial volume. RESULTS: While HIV serostatus was associated with lower striatal volume (B = -.59 [95% confidence interval {CI}, -1.08 to -.10]), co-occurring ADI was independently associated with lower striatal volume (B = -.73 [95% CI, -1.36 to -.09]). ADI was also associated with lower global (B = -19.35 [95% CI, -32.42 to -6.29]) and regional GMV. CONCLUSIONS: While HIV infection is associated with a localized effect on striatal structure, having a prior ADI is a strong predictor of smaller global and regional GMV. The lack of interaction between HIV serostatus or ADI with age suggests that chronic HIV infection and ADI have independent effects on brain structure, without associated accelerated lower volume with age. ADI history should be incorporated into statistical adjustments in HIV neuroimaging analysis. These findings also lend support to current HIV treatment guidelines urging prompt antiretroviral therapy initiation after HIV diagnosis.


Asunto(s)
Síndrome de Inmunodeficiencia Adquirida , Infecciones por VIH , Encéfalo/diagnóstico por imagen , Estudios Transversales , Sustancia Gris/diagnóstico por imagen , Infecciones por VIH/complicaciones , Humanos , Imagen por Resonancia Magnética , Neuroimagen
4.
Neuroimage ; 233: 117956, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33716158

RESUMEN

Changes of cardiac-induced regional pulsatility can be associated with specific regions of brain volumetric changes, and these are related with cognitive alterations. Thus, mapping of cardiac pulsatility over the entire brain can be helpful to assess these relationships. A total of 108 subjects (age: 66.5 ± 8.4 years, 68 females, 52 healthy controls, 11 subjective cognitive decline, 17 impaired without complaints, 19 MCI and 9 AD) participated. The pulsatility map was obtained directly from resting-state functional MRI time-series data at 3T. Regional brain volumes were segmented from anatomical MRI. Multidomain neuropsychological battery was performed to test memory, language, attention and visuospatial construction. The Montreal Cognitive Assessment (MoCA) was also administered. The sparse partial least square (SPLS) method, which is desirable for better interpreting high-dimensional variables, was applied for the relationship between the entire brain voxels of pulsatility and 45 segmented brain volumes. A multiple holdout SPLS framework was used to optimize sparsity for assessing the pulsatility-volume relationship model and to test the reliability by fitting the models to 9 different splits of the data. We found statistically significant associations between subsets of pulsatility voxels and subsets of segmented brain volumes by rejecting the omnibus null hypothesis (any of 9 splits has p < 0.0056 (=0.05/9) with the Bonferroni correction). The pulsatility was positively associated with the lateral ventricle, choroid plexus, inferior lateral ventricle, and 3rd ventricle and negatively associated with hippocampus, ventral DC, and thalamus volumes for the first pulsatility-volume relationship. The pulsatility had an additional negative relationship with the amygdala and brain stem volumes for the second pulsatility-volume relationship. The spatial distribution of correlated pulsatility was observed in major feeding arteries to the brain regions, ventricles, and sagittal sinus. The indirect mediating pathways through the volumetric changes were statistically significant between the pulsatility and multiple cognitive measures (p < 0.01). Thus, the cerebral pulsatility, along with volumetric measurements, could be a potential marker for better understanding of pathophysiology and monitoring disease progression in age-related neurodegenerative disorders.


Asunto(s)
Encéfalo/diagnóstico por imagen , Encéfalo/fisiología , Cognición/fisiología , Disfunción Cognitiva/diagnóstico por imagen , Frecuencia Cardíaca/fisiología , Flujo Pulsátil/fisiología , Anciano , Anciano de 80 o más Años , Ventrículos Cerebrales/diagnóstico por imagen , Ventrículos Cerebrales/fisiología , Disfunción Cognitiva/fisiopatología , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Tamaño de los Órganos
5.
Hum Brain Mapp ; 42(1): 24-35, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32910516

RESUMEN

Declining estrogen levels before, during, and after menopause can affect memory and risk for Alzheimer's disease. Undesirable side effects of hormone variations emphasize a role for hormone therapy (HT) where possible benefits include a delay in the onset of dementia-yet findings are inconsistent. Effects of HT may be mediated by estrogen receptors found throughout the brain. Effects may also depend on lifestyle factors, timing of use, and genetic risk. We studied the impact of self-reported HT use on brain volume in 562 elderly women (71-94 years) with mixed cognitive status while adjusting for aforementioned factors. Covariate-adjusted voxelwise linear regression analyses using a model with 16 predictors showed HT use as positively associated with regional brain volumes, regardless of cognitive status. Examinations of other factors related to menopause, oophorectomy and hysterectomy status independently yielded positive effects on brain volume when added to our model. One interaction term, HTxBMI, out of several examined, revealed significant negative association with overall brain volume, suggesting a greater reduction in brain volume than BMI alone. Our main findings relating HT to regional brain volume were as hypothesized, but some exploratory analyses were not in line with existing hypotheses. Studies suggest lower levels of estrogen resulting from oophorectomy and hysterectomy affect brain volume negatively, and the addition of HT modifies the relation between BMI and brain volume positively. Effects of HT may depend on the age range assessed, motivating studies with a wider age range as well as a randomized design.


Asunto(s)
Encéfalo/anatomía & histología , Encéfalo/efectos de los fármacos , Cognición/fisiología , Terapia de Reemplazo de Estrógeno , Estrógenos/metabolismo , Estrógenos/farmacología , Posmenopausia/fisiología , Anciano , Anciano de 80 o más Años , Encéfalo/diagnóstico por imagen , Femenino , Humanos , Histerectomía/efectos adversos , Estudios Longitudinales , Imagen por Resonancia Magnética , Ovariectomía/efectos adversos , Posmenopausia/metabolismo
6.
Biostatistics ; 2020 Feb 21.
Artículo en Inglés | MEDLINE | ID: mdl-33324980

RESUMEN

The net reclassification improvement (NRI) and the integrated discrimination improvement (IDI) were originally proposed to characterize accuracy improvement in predicting a binary outcome, when new biomarkers are added to regression models. These two indices have been extended from binary outcomes to multi-categorical and survival outcomes. Working on an AIDS study where the onset of cognitive impairment is competing risk censored by death, we extend the NRI and the IDI to competing risk outcomes, by using cumulative incidence functions to quantify cumulative risks of competing events, and adopting the definitions of the two indices for multi-category outcomes. The "missing" category due to independent censoring is handled through inverse probability weighting. Various competing risk models are considered, such as the Fine and Gray, multistate, and multinomial logistic models. Estimation methods for the NRI and the IDI from competing risk data are presented. The inference for the NRI is constructed based on asymptotic normality of its estimator, and the bias-corrected and accelerated bootstrap procedure is used for the IDI. Simulations demonstrate that the proposed inferential procedures perform very well. The Multicenter AIDS Cohort Study is used to illustrate the practical utility of the extended NRI and IDI for competing risk outcomes.

7.
Stat Med ; 40(6): 1440-1452, 2021 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-33296952

RESUMEN

Motivated by the Multicenter AIDS Cohort Study (MACS), we develop classification procedures for cognitive impairment based on longitudinal measures. To control family-wise error, we adapt the cross-sectional multivariate normative comparisons (MNC) method to the longitudinal setting. The cross-sectional MNC was proposed to control family-wise error by measuring the distance between multiple domain scores of a participant and the norms of healthy controls and specifically accounting for intercorrelations among all domain scores. However, in a longitudinal setting where domain scores are recorded multiple times, applying the cross-sectional MNC at each visit will still have inflated family-wise error rate due to multiple testing over repeated visits. Thus, we propose longitudinal MNC procedures that are constructed based on multivariate mixed effects models. A χ2 test procedure is adapted from the cross-sectional MNC to classify impairment on longitudinal multivariate normal data. Meanwhile, a permutation procedure is proposed to handle skewed data. Through simulations we show that our methods can effectively control family-wise error at a predetermined level. A dataset from a neuropsychological substudy of the MACS is used to illustrate the applications of our proposed classification procedures.


Asunto(s)
Disfunción Cognitiva , Estudios de Cohortes , Estudios Transversales , Humanos , Pruebas Neuropsicológicas , Proyectos de Investigación
8.
J Neurovirol ; 26(6): 809-823, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-32880873

RESUMEN

The virology of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and the human immune response to the virus are under vigorous investigation. There are now several reports describing neurological symptoms in individuals who develop coronavirus disease 2019 (COVID-19), the syndrome associated with SARS-CoV-2 infection. The prevalence, incidence, and clinical course of these symptoms will become clearer in the coming months and years through epidemiological studies. However, the long-term neurological and cognitive consequence of SARS-CoV-2 infection will remain conjectural for some time and will likely require the creation of cohort studies that include uninfected individuals. Considering the early evidence for neurological involvement in COVID-19 it may prove helpful to compare SARS-CoV-2 with another endemic and neurovirulent virus, human immunodeficiency virus-1 (HIV-1), when designing such cohort studies and when making predictions about neuropsychological outcomes. In this paper, similarities and differences between SARS-CoV-2 and HIV-1 are reviewed, including routes of neuroinvasion, putative mechanisms of neurovirulence, and factors involved in possible long-term neuropsychological sequelae. Application of the knowledge gained from over three decades of neuroHIV research is discussed, with a focus on alerting researchers and clinicians to the challenges in determining the cause of neurocognitive deficits among long-term survivors.


Asunto(s)
Complejo SIDA Demencia/virología , COVID-19/complicaciones , COVID-19/virología , Enfermedades del Sistema Nervioso/virología , SARS-CoV-2 , Humanos
9.
J Neurovirol ; 25(4): 480-495, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31028692

RESUMEN

The age of the HIV-infected population is increasing. Although many studies document gray matter volume (GMV) changes following HIV infection, GMV also declines with age. Findings have been inconsistent concerning interactions between HIV infection and age on brain structure. Effects of age, substance use, and inadequate viral suppression may confound identification of GMV serostatus effects using quantitative structural measures. In a cross-sectional study of HIV infection, including 97 seropositive and 84 seronegative, demographically matched participants, ages 30-70, we examined serostatus and age effects on GMV and neuropsychological measures. Ninety-eight percent of seropositive participants were currently treated with anti-retroviral therapies and all were virally suppressed. Gray, white, and CSF volumes were estimated using high-resolution T1-weighted MRI. Linear regression modeled effects of serostatus, age, education, comorbidities, and magnetic field strength on brain structure, using both a priori regions and voxel-based morphometry. Although seropositive participants exhibited significant bilateral decreases in striatal GMV, no serostatus effects were detected in the thalamus, hippocampus, or cerebellum. Age was associated with cortical, striatal, thalamic, hippocampal, and cerebellar GMV reductions. Effects of age and serostatus on striatal GMV were additive. Although no main effects of serostatus on neuropsychological performance were observed, serostatus moderated the relationship between pegboard performance and striatal volume. Both HIV infection and age were associated with reduced striatal volume. The lack of interaction of these two predictors suggests that HIV infection is associated with premature, but not accelerated, brain age. In serostatus groups matched on demographic and clinical variables, there were no observed differences in neuropsychological performance. Striatal GMV measures may be promising biomarker for use in studies of treated HIV infection.


Asunto(s)
Envejecimiento/patología , Cuerpo Estriado/patología , Sustancia Gris/patología , Infecciones por VIH/patología , Hipocampo/patología , Lóbulo Temporal/patología , Tálamo/patología , Adulto , Factores de Edad , Anciano , Envejecimiento/efectos de los fármacos , Fármacos Anti-VIH/uso terapéutico , Terapia Antirretroviral Altamente Activa , Mapeo Encefálico , Estudios de Casos y Controles , Cuerpo Estriado/diagnóstico por imagen , Cuerpo Estriado/efectos de los fármacos , Cuerpo Estriado/virología , Femenino , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/efectos de los fármacos , Sustancia Gris/virología , Infecciones por VIH/diagnóstico por imagen , Infecciones por VIH/tratamiento farmacológico , Infecciones por VIH/virología , Hipocampo/diagnóstico por imagen , Hipocampo/efectos de los fármacos , Hipocampo/virología , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Neuroimagen , Pruebas Neuropsicológicas , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de los fármacos , Lóbulo Temporal/virología , Tálamo/diagnóstico por imagen , Tálamo/efectos de los fármacos , Tálamo/virología , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/efectos de los fármacos , Sustancia Blanca/patología , Sustancia Blanca/virología
10.
Stat Med ; 38(12): 2184-2205, 2019 05 30.
Artículo en Inglés | MEDLINE | ID: mdl-30701586

RESUMEN

We study regularized estimation in high-dimensional longitudinal classification problems, using the lasso and fused lasso regularizers. The constructed coefficient estimates are piecewise constant across the time dimension in the longitudinal problem, with adaptively selected change points (break points). We present an efficient algorithm for computing such estimates, based on proximal gradient descent. We apply our proposed technique to a longitudinal data set on Alzheimer's disease from the Cardiovascular Health Study Cognition Study. Using data analysis and a simulation study, we motivate and demonstrate several practical considerations such as the selection of tuning parameters and the assessment of model stability. While race, gender, vascular and heart disease, lack of caregivers, and deterioration of learning and memory are all important predictors of dementia, we also find that these risk factors become more relevant in the later stages of life.


Asunto(s)
Algoritmos , Estudios Longitudinales , Análisis de Regresión , Medición de Riesgo/métodos , Enfermedad de Alzheimer , Simulación por Computador , Progresión de la Enfermedad , Humanos , Análisis Multinivel , Factores de Riesgo
11.
Neuroimage ; 172: 118-129, 2018 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-29357308

RESUMEN

Inflammatory processes may contribute to risk for Alzheimer's disease (AD) and age-related brain degeneration. Metabolic and genetic risk factors, and physical activity may, in turn, influence these inflammatory processes. Some of these risk factors are modifiable, and interact with each other. Understanding how these processes together relate to brain aging will help to inform future interventions to treat or prevent cognitive decline. We used brain magnetic resonance imaging (MRI) to scan 335 older adult humans (mean age 77.3 ±â€¯3.4 years) who remained non-demented for the duration of the 9-year longitudinal study. We used structural equation modeling (SEM) in a subset of 226 adults to evaluate whether measures of baseline peripheral inflammation (serum C-reactive protein levels; CRP), mediated the baseline contributions of genetic and metabolic risk, and physical activity, to regional cortical thickness in AD-relevant brain regions at study year 9. We found that both baseline metabolic risk and AD risk variant apolipoprotein E ε4 (APOE4), modulated baseline serum CRP. Higher baseline CRP levels, in turn, predicted thinner regional cortex at year 9, and mediated an effect between higher metabolic risk and thinner cortex in those regions. A higher polygenic risk score composed of variants in immune-associated AD risk genes (other than APOE) was associated with thinner regional cortex. However, CRP levels did not mediate this effect, suggesting that other mechanisms may be responsible for the elevated AD risk. We found interactions between genetic and environmental factors and structural brain health. Our findings support the role of metabolic risk and peripheral inflammation in age-related brain decline.


Asunto(s)
Envejecimiento/patología , Enfermedad de Alzheimer/etiología , Encéfalo/patología , Inflamación/patología , Factores de Riesgo , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/epidemiología , Apolipoproteína E4/genética , Presión Sanguínea , Índice de Masa Corporal , Proteína C-Reactiva/análisis , Proteína C-Reactiva/metabolismo , Ejercicio Físico/fisiología , Femenino , Predisposición Genética a la Enfermedad , Humanos , Inflamación/complicaciones , Insulina/sangre , Lípidos/sangre , Estudios Longitudinales , Imagen por Resonancia Magnética , Masculino
12.
J Neurovirol ; 23(3): 385-393, 2017 06.
Artículo en Inglés | MEDLINE | ID: mdl-27981440

RESUMEN

The combined effects of human immunodeficiency virus (HIV), obesity, and elevated visceral adipose tissue (VAT) on brain structure are unknown. In a cross-sectional analysis of Multicenter AIDS Cohort Study (MACS) participants, we determined associations between HIV serostatus, adiposity, and brain structure. Men (133 HIV+, 84 HIV-) in the MACS Cardiovascular 2 and magnetic resonance imaging (MRI) sub-studies with CT-quantified VAT and whole brain MRI measured within 1 year were assessed. Voxel-based morphometry analyzed brain volumes. Men were stratified by elevated (eVAT, ≥100cm2) or "normal" (nVAT, <100cm2) VAT. Forward stepwise modeling determined associations between clinical and demographic variables and regional brain volumes. eVAT was present in 67% of men. Groups were similar in age and education, but eVAT men were more likely to be HIV+ and have hypertension, diabetes mellitus, body mass index >25 kg/m2, smaller gray and white matter volumes, and larger cerebrospinal fluid volume than nVAT men. In multivariate analysis, hypertension, higher adiponectin, higher interleukin-6, age, diabetes mellitus, higher body mass index, and eVAT were associated with brain atrophy (p < 0.05, ordered by increasing strength of association), but HIV serostatus and related factors were generally not. No interactions were observed. Greater VAT was associated with smaller bilateral posterior hippocampus and left mesial temporal lobe and temporal stem white matter volume. Traditional risk factors are more strongly associated with brain atrophy than HIV serostatus, with VAT having the strongest association. However, HIV+ MACS men had disproportionately greater VAT, suggesting the risk for central nervous system effects may be amplified in this population.


Asunto(s)
Sustancia Gris/patología , Infecciones por VIH/patología , Hipocampo/patología , Lóbulo Temporal/patología , Sustancia Blanca/patología , Adiponectina/sangre , Adiposidad/fisiología , Índice de Masa Corporal , Estudios Transversales , Diabetes Mellitus/fisiopatología , Expresión Génica , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/metabolismo , Sustancia Gris/virología , Infecciones por VIH/diagnóstico por imagen , Infecciones por VIH/metabolismo , Infecciones por VIH/virología , Hipocampo/diagnóstico por imagen , Hipocampo/metabolismo , Hipocampo/virología , Humanos , Hipertensión/fisiopatología , Interleucina-6/sangre , Grasa Intraabdominal/diagnóstico por imagen , Grasa Intraabdominal/metabolismo , Grasa Intraabdominal/patología , Grasa Intraabdominal/virología , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Tamaño de los Órganos/fisiología , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/metabolismo , Lóbulo Temporal/virología , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/metabolismo , Sustancia Blanca/virología
13.
J Neurovirol ; 23(4): 558-567, 2017 08.
Artículo en Inglés | MEDLINE | ID: mdl-28429290

RESUMEN

Older HIV-infected men are at higher risk for both depression and cognitive impairments, compared to HIV-uninfected men. We evaluated the association between longitudinal patterns of depressive symptoms and attention/executive function in HIV-infected and HIV-uninfected men aged 50+ years to understand whether HIV infection influenced the long-term effect of depression on attention/executive function. Responses to the Center for Epidemiologic Studies-Depression scale and attention/executive function tests (Trail Making Test Part B and Symbol Digit Modalities Test) were collected semiannually from May 1986 to April 2015 in 1611 men. Group-based trajectory models, stratified by HIV status, were used to identify latent patterns of depressive symptoms and attention/executive function across 12 years of follow-up. We identified three depression patterns for HIV-infected and HIV-uninfected men (rare/never 50.0 vs. 60.6%, periodically depressed 29.6 vs. 24.5%, chronic high 20.5 vs.15.0%, respectively) and three patterns of attention/executive function for HIV-infected and HIV-uninfected men (worst-performing 47.4 vs. 45.1%; average 41.9 vs. 47.0%; best-performing 10.7 vs. 8.0%, respectively). Multivariable logistic regression models were used to assess associations between depression patterns and worst-performing attention/executive function. Among HIV-uninfected men, those in the periodically depressed and chronic high depressed groups had higher odds of membership in the worst-performing attention/executive function group (adjusted odds ratio [AOR] = 1.45, 95% CI 1.04, 2.03; AOR = 2.25, 95% CI 1.49, 3.39, respectively). Among HIV-infected men, patterns of depression symptoms were not associated with patterns of attention/executive function. Results suggest that HIV-uninfected, but not HIV-infected, men with chronic high depression are more likely to experience a long-term pattern of attention/executive dysfunction.


Asunto(s)
Atención/fisiología , Disfunción Cognitiva/fisiopatología , Depresión/fisiopatología , Función Ejecutiva/fisiología , Infecciones por VIH/fisiopatología , Fármacos Anti-VIH/uso terapéutico , Terapia Antirretroviral Altamente Activa , Recuento de Linfocito CD4 , Disfunción Cognitiva/tratamiento farmacológico , Disfunción Cognitiva/inmunología , Disfunción Cognitiva/virología , Depresión/tratamiento farmacológico , Depresión/inmunología , Depresión/virología , Infecciones por VIH/tratamiento farmacológico , Infecciones por VIH/inmunología , Infecciones por VIH/virología , VIH-1/fisiología , Homosexualidad Masculina , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Carga Viral
14.
AIDS Behav ; 21(4): 1091-1104, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-27260179

RESUMEN

To construct longitudinal trajectories of marijuana use in a sample of men who have sex with men living with or at-risk for HIV infection. We determined factors associated with distinct trajectories of use as well as those that serve to modify the course of the trajectory. Data were from 3658 [1439 HIV-seropositive (HIV+) and 2219 HIV-seronegative (HIV-)] participants of the Multicenter AIDS Cohort Study. Frequency of marijuana use was obtained semiannually over a 29-year period (1984-2013). Group-based trajectory models were used to identify the trajectories and to determine predictors and modifiers of the trajectories over time. Four distinct trajectories of marijuana use were identified: abstainer/infrequent (65 %), decreaser (13 %), increaser (12 %) and chronic high (10 %) use groups. HIV+ status was significantly associated with increased odds of membership in the decreaser, increaser and chronic high use groups. Alcohol, smoking, stimulant and other recreational drug use were associated with increasing marijuana use across all four trajectory groups. Antiretroviral therapy use over time was associated with decreasing marijuana use in the abstainer/infrequent and increaser trajectory groups. Having a detectable HIV viral load was associated with increasing marijuana use in the increaser group only. Future investigations are needed to determine whether long-term patterns of use are associated with adverse consequences especially among HIV+ persons.


Asunto(s)
Infecciones por VIH/epidemiología , Uso de la Marihuana/epidemiología , Minorías Sexuales y de Género/estadística & datos numéricos , Fumar/epidemiología , Trastornos Relacionados con Sustancias/epidemiología , Adulto , Estimulantes del Sistema Nervioso Central , Estudios de Cohortes , Infecciones por VIH/sangre , Infecciones por VIH/virología , Humanos , Masculino , Fumar Tabaco , Estados Unidos/epidemiología , Carga Viral
15.
Am J Drug Alcohol Abuse ; 43(5): 556-566, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-27808576

RESUMEN

BACKGROUND: Marijuana use is common among HIV+ individuals, but few studies have examined long-term trends in prevalence and correlates of use. METHODS: We evaluated trends (1984-2013) in the annual prevalence of current (past 6-month use) and daily (among current users) marijuana use and determined correlates of use among 2742 HIV-seropositive (HIV+) and 3172 HIV-seronegative (HIV-) men who have sex with men in the Multicenter AIDS Cohort Study (MACS). Poisson regression models were used to estimate prevalence ratios of marijuana use separately for the men who were enrolled before 2001 (early-cohort) and after 2001 (late-cohort). RESULTS: Over the 29 years of the study, the prevalence of current marijuana use declined significantly, whereas daily use among users increased among all men in the early and late-cohorts. A HIV+ status was associated with higher prevalence of marijuana use among the men in the early-cohort (adjusted prevalence ratio [aPR] = 1.53, 95% confidence interval [CI]:1.42, 1.64, p = <0.0001), but not in the men in the late-cohort (aPR = 0.90, 95% CI: 0.79, 1.03, p = 0.1424). Alcohol use and cigarette smoking were being positively associated with marijuana use. CONCLUSIONS: Although the annual prevalence of current marijuana use decreased significantly over time in the MACS, daily use among users increased significantly. Further, among the HIV+ men, our study did not show clinically significant adverse effects of marijuana use on highly active antiretroviral therapy use, CD4+ count, or HIV viral load.


Asunto(s)
Seronegatividad para VIH , Seropositividad para VIH , Fumar Marihuana/epidemiología , Adulto , Estudios de Cohortes , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Factores de Riesgo
16.
Alzheimers Dement ; 12(2): 170-183, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26519786

RESUMEN

INTRODUCTION: Increasing life expectancy has resulted in a larger population of older individuals at risk of dementia. METHODS: The Cardiovascular Health Study-Cognition Study followed 532 participants from 1998-99 (mean age 79) to 2013 (mean age 93) for death and dementia. RESULTS: Risk of death was determined by extent of coronary artery calcium, high-sensitivity cardiac troponin, brain natriuretic peptide, and white matter grade. Significant predictors of dementia were age, apolipoprotein-E4, vocabulary raw score, hippocampal volume, ventricular size, cognitive performance, and number of blocks walked. By 2013, 160 of 532 were alive, including 19 cognitively normal. Those with normal cognition had higher grade education, better cognition test scores, greater hippocampal volume, faster gait speed, and number of blocks walked as compared with survivors who were demented. DISCUSSION: Few survived free of dementia and disability. Prevention and delay of cognitive decline for this older population is an imperative.


Asunto(s)
Encéfalo/anatomía & histología , Cognición/fisiología , Demencia/epidemiología , Anciano , Anciano de 80 o más Años , Apolipoproteína E4/genética , Población Negra/genética , Encéfalo/patología , Enfermedades Cardiovasculares/epidemiología , Demencia/mortalidad , Femenino , Estudios de Seguimiento , Humanos , Imagen por Resonancia Magnética , Masculino , Pruebas Neuropsicológicas , Pennsylvania/epidemiología , Factores de Riesgo , Caminata/fisiología , Población Blanca/genética
17.
Am J Epidemiol ; 182(4): 366-74, 2015 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-26209524

RESUMEN

Alzheimer disease is the most common form of dementia in the elderly, and the complex relationships among risk factors produce highly variable natural histories from normal cognition through the prodromal stage of mild cognitive impairment (MCI) to clinical dementia. We used a novel statistical approach, mixed membership trajectory models, to capture the variety of such pathways in 652 participants in the Cardiovascular Health Study Cognition Study over 22 years of follow-up (1992-2014). We identified 3 trajectories: a "healthy" profile with a peak probability of MCI between 95 and 100 years of age and only a 50% probability of dementia by age 100; an "intermediate" profile with a peak probability of MCI between 85 and 90 years of age and progression to dementia between 90 and 95 years; and an "unhealthy" profile with a peak probability of progressing to MCI between ages 75 and 80 years and to dementia between the ages of 80 and 85 years. Hypertension, education, race, and the ϵ4 allele of the apolipoprotein E gene all affected the closeness of an individual to 1 or more of the canonical trajectories. These results provide new insights into the natural history of Alzheimer disease and evidence for a potential difference in the pathophysiology of the development of dementia.


Asunto(s)
Enfermedades Cardiovasculares/epidemiología , Disfunción Cognitiva/epidemiología , Demencia/epidemiología , Diabetes Mellitus/epidemiología , Progresión de la Enfermedad , Distribución por Edad , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/diagnóstico por imagen , Enfermedad de Alzheimer/epidemiología , Enfermedad de Alzheimer/genética , Apolipoproteína E4/genética , Comorbilidad , Demencia/clasificación , Demencia/genética , Femenino , Estudios de Seguimiento , Humanos , Imagen por Resonancia Magnética , Masculino , Neuroimagen , Prevalencia , Modelos de Riesgos Proporcionales , Radiografía , Factores de Riesgo , Distribución por Sexo
18.
J Neurovirol ; 21(1): 24-31, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25388225

RESUMEN

The ε4 allele of the apolipoprotein E (ApoE) gene may have important interactions with physical health and cognitive function among individuals with HIV disease. The purpose of this study is to examine the relationships between ε4, HIV disease, age, neuropsychological impairment, and death in a large, well-characterized study sample. A total of 2846 men participating in the Multicenter AIDS Cohort Study had ApoE genotyping and neuropsychological test data available for analysis. We found a significant association between HIV infection and time to death (from any cause), as well as older age, race, and education. But, ApoE status was not significantly associated with time to death. Similarly, we found a significant association between HIV infection and time to incident cognitive impairment, as well as age, education, and HIV serostatus; Apoε4 status was not related to incident cognitive impairment. There were no significant interactions between ApoE, HIV infection, and age on cognitive impairment. These data replicate and strengthen prior findings of the lack of association between ApoE ε4 and cognitive outcomes in HIV disease. We conclude that within the specific constraints of an exclusively male study in which the majority of participants were less than 65 years of age (range 22-87 years), it appears reasonable to conclude that the ε4 allele is not significantly interacting with HIV serostatus.


Asunto(s)
Apolipoproteína E4/genética , Cognición , Disfunción Cognitiva/psicología , Infecciones por VIH/psicología , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Alelos , Disfunción Cognitiva/etiología , Disfunción Cognitiva/mortalidad , Disfunción Cognitiva/virología , Escolaridad , Expresión Génica , Genotipo , Infecciones por VIH/complicaciones , Infecciones por VIH/mortalidad , Infecciones por VIH/virología , Homosexualidad Masculina , Humanos , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Estudios Prospectivos , Grupos Raciales , Análisis de Supervivencia
19.
Bipolar Disord ; 17(3): 248-56, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25257942

RESUMEN

OBJECTIVES: Bipolar disorder (BD) is associated with cognitive dysfunction and structural brain abnormalities. In human and non-human studies, lithium has been related to neuroprotective and neurotrophic effects. We explored whether lithium treatment is related to better brain integrity and cognitive function in older adults with BD. METHODS: We examined cognitive and neuroimaging data in 58 individuals with BD [mean (standard deviation) age = 64.5 (9.8) years] and 21 mentally healthy comparators (controls) of similar age and education. Subjects received comprehensive neurocognitive assessment and structural brain imaging, examining total gray matter volume, overall white matter integrity (fractional anisotropy), and total white matter hyperintensity burden. RESULTS: In comparison to controls, subjects with BD had worse overall cognitive performance, lower total gray matter volume, and lower white matter integrity. Among subjects with BD, longer duration of lithium treatment was related to higher white matter integrity after controlling for age and vascular disease burden, but not with better cognitive performance. CONCLUSIONS: Lithium treatment appears to be related to better brain integrity in older individuals with BD, in particular, in those who take lithium long-term. While intriguing, these findings need to be confirmed in a larger sample.


Asunto(s)
Antimaníacos/uso terapéutico , Trastorno Bipolar/tratamiento farmacológico , Trastornos del Conocimiento/patología , Sustancia Gris/patología , Compuestos de Litio/uso terapéutico , Sustancia Blanca/patología , Anciano , Anisotropía , Trastorno Bipolar/patología , Trastorno Bipolar/psicología , Encéfalo/patología , Estudios de Casos y Controles , Cognición , Trastornos del Conocimiento/psicología , Imagen de Difusión Tensora , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Factores de Tiempo , Resultado del Tratamiento
20.
Alzheimers Dement ; 11(11): 1377-84, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25684687

RESUMEN

INTRODUCTION: The objective of this study was to examine the independent and combined influences of late-life cognitive activity (CA) and physical activity (PA) on the risk of incident mild cognitive impairment (MCI). METHODS: We used interval censored survival modeling to examine the risk of incident MCI (Clinical Dementia Rating [CDR] = 0.5) as a function of CA (high vs. low) and at least moderate intensity PA (any vs. none) among 864 cognitively normal (CDR = 0) older adults. RESULTS: During three annual follow-up waves, 72 participants developed MCI. Compared with low CA with no PA, significant reductions in risk for MCI were observed for high CA with any PA (hazards ratio (HR) = 0.20, 95% confidence interval (CI) 0.07-0.52) and low CA with any PA (HR = 0.52, 95% CI 0.29-0.93), but not for high CA without PA (HR = 0.94, 95% CI 0.45-1.95). DISCUSSION: These findings suggest that a combination of CA and PA may be most efficacious at reducing the risk for cognitive impairment.


Asunto(s)
Cognición , Disfunción Cognitiva/epidemiología , Actividad Motora , Anciano , Anciano de 80 o más Años , Disfunción Cognitiva/fisiopatología , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Masculino , Escala del Estado Mental , Pennsylvania/epidemiología , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Factores de Riesgo , Análisis de Supervivencia
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