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1.
Neuropsychology ; 35(3): 252-264, 2021 Mar.
Article En | MEDLINE | ID: mdl-33970659

Objective: Abnormal white matter (AWM) on magnetic resonance imaging is associated with cognitive performance in older adults. We explored cognitive associations with AWM during late-midlife. Method: Participants were community-dwelling men (n = 242; M = 61.90 years; range = 56-66). Linear-mixed effects regression models examined associations of total, periventricular, and deep AWM with cognitive performance, controlling for multiple comparisons. Models considering specific cognitive domains controlled for current general cognitive ability (GCA). We hypothesized that total AWM would be associated with worse processing speed, executive function, and current GCA; deep AWM would correlate with GCA and periventricular AWM would relate to specific cognitive abilities. We also assessed the potential influence of cognitive reserve by examining a moderation effect of early life (mean age of 20) cognition. Results: Greater total and deep AWM were associated with poorer current GCA. Periventricular AWM was associated with worse executive function, working memory, and episodic memory. When periventricular and deep AWM were modeled simultaneously, both retained their respective significant associations with cognitive performance. Cognitive reserve did not moderate associations. Conclusions: Our findings suggest that AWM contributes to poorer cognitive function in late-midlife. Examining only total AWM may obscure the potential differential impact of regional AWM. Separating total AWM into subtypes while controlling for current GCA revealed a dissociation in relationships with cognitive performance; deep AWM was associated with nonspecific cognitive ability whereas periventricular AWM was associated with specific frontal-related abilities and memory. Management of vascular or other risk factors that may increase the risk of AWM should begin during or before early late-midlife. (PsycInfo Database Record (c) 2021 APA, all rights reserved).


Cognition/physiology , Cognitive Dysfunction/diagnostic imaging , Executive Function , Leukoencephalopathies/diagnostic imaging , Memory, Episodic , Memory, Short-Term , White Matter/diagnostic imaging , Aged , Cognitive Dysfunction/physiopathology , Humans , Independent Living , Magnetic Resonance Imaging , Male , Middle Aged , Neuropsychological Tests , Organ Size , Risk Factors , White Matter/pathology
2.
Neuroimage Clin ; 12: 737-745, 2016.
Article En | MEDLINE | ID: mdl-27790395

White matter disease in the brain increases with age and cardiovascular disease, emerging in midlife, and these associations may be influenced by both genetic and environmental factors. We examined the frequency, distribution, and heritability of abnormal white matter and its association with hypertension in 395 middle-aged male twins (61.9 ± 2.6 years) from the Vietnam Era Twin Study of Aging, 67% of whom were hypertensive. A multi-channel segmentation approach estimated abnormal regions within the white matter. Using multivariable regression models, we characterized the frequency distribution of abnormal white matter in midlife and investigated associations with hypertension and Apolipoprotein E-ε4 status and the impact of duration and control of hypertension. Then, using the classical twin design, we estimated abnormal white matter heritability and the extent of shared genetic overlap with blood pressure. Abnormal white matter was predominantly located in periventricular and deep parietal and frontal regions; associated with age (t = 1.9, p = 0.05) and hypertension (t = 2.9, p = 0.004), but not Apolipoprotein ε4 status; and was greater in those with uncontrolled hypertension relative to controlled (t = 3.0, p = 0.003) and normotensive (t = 4.0, p = 0.0001) groups, suggesting that abnormal white matter may reflect currently active cerebrovascular effects. Abnormal white matter was highly heritable (a2 = 0.81) and shared some genetic influences with systolic blood pressure (rA = 0.26), although there was evidence for distinct genetic contributions and unique environmental influences. Future longitudinal research will shed light on factors impacting white matter disease presentation, progression, and potential recovery.


Blood Pressure/genetics , Hypertension/epidemiology , Leukoencephalopathies , Aged , Comorbidity , Humans , Leukoencephalopathies/diagnostic imaging , Leukoencephalopathies/epidemiology , Leukoencephalopathies/genetics , Leukoencephalopathies/pathology , Male , Middle Aged
3.
Sci Rep ; 6: 34256, 2016 10 03.
Article En | MEDLINE | ID: mdl-27694824

Materials scientists increasingly employ machine or statistical learning (SL) techniques to accelerate materials discovery and design. Such pursuits benefit from pooling training data across, and thus being able to generalize predictions over, k-nary compounds of diverse chemistries and structures. This work presents a SL framework that addresses challenges in materials science applications, where datasets are diverse but of modest size, and extreme values are often of interest. Our advances include the application of power or Hölder means to construct descriptors that generalize over chemistry and crystal structure, and the incorporation of multivariate local regression within a gradient boosting framework. The approach is demonstrated by developing SL models to predict bulk and shear moduli (K and G, respectively) for polycrystalline inorganic compounds, using 1,940 compounds from a growing database of calculated elastic moduli for metals, semiconductors and insulators. The usefulness of the models is illustrated by screening for superhard materials.

4.
Psychiatry Res Neuroimaging ; 254: 92-102, 2016 Aug 30.
Article En | MEDLINE | ID: mdl-27388804

Delinquent youth have substantial trauma exposure, with life-course persistent delinquents [LCPD] demonstrating notably elevated cross-diagnostic psychopathology and cognitive deficits. Because adolescents remain in the midst of brain and neurocognitive development, tailored interventions are key to improving functional outcomes. This structural magnetic resonance imaging study compared neuroanatomical profiles of 23 LCPD and 20 matched control adolescent boys. LCPD youth had smaller overall gray matter, and left hippocampal, volumes alongside less cortical surface area and folding within the left pars opercularis and supramarginal cortex. LCPD youth had more adversity-related exposures, and their higher Cumulative Trauma, Adversity and Grief [C-TAG] symptoms were associated with less surface area and folding in the pars opercularis and lingual gyrus. Neuroanatomical differences between LCPD and control youth overlap with data from both maltreatment and antisocial literatures. The affected left frontal regions also share connections to language- and executive-related functions, aligning well with LCPD youths' cognitive and behavioral difficulties. These data also dovetail with research suggesting the possibility of neurodevelopmental delays or disruptions related to cumulative adversity burden. Thus, concurrent treatment of LCPD youths' C-TAG symptoms and, cognitive deficits with overlapping neuroanatomical bases, may be most effective in improving outcomes and optimizing neurodevelopmental trajectories.


Brain/diagnostic imaging , Executive Function , Gray Matter/diagnostic imaging , Grief , Juvenile Delinquency/psychology , Adolescent , Antisocial Personality Disorder/diagnostic imaging , Antisocial Personality Disorder/pathology , Antisocial Personality Disorder/physiopathology , Antisocial Personality Disorder/psychology , Brain/pathology , Brain/physiopathology , Cognition , Frontal Lobe/diagnostic imaging , Frontal Lobe/pathology , Frontal Lobe/physiopathology , Gray Matter/pathology , Gray Matter/physiopathology , Hippocampus/diagnostic imaging , Hippocampus/pathology , Hippocampus/physiopathology , Humans , Magnetic Resonance Imaging , Male , Organ Size , Psychological Trauma/diagnostic imaging , Psychological Trauma/pathology , Psychological Trauma/physiopathology , Psychological Trauma/psychology , Temporal Lobe/diagnostic imaging , Temporal Lobe/pathology , Temporal Lobe/physiopathology , Young Adult
5.
Sci Data ; 2: 150009, 2015.
Article En | MEDLINE | ID: mdl-25984348

The elastic constant tensor of an inorganic compound provides a complete description of the response of the material to external stresses in the elastic limit. It thus provides fundamental insight into the nature of the bonding in the material, and it is known to correlate with many mechanical properties. Despite the importance of the elastic constant tensor, it has been measured for a very small fraction of all known inorganic compounds, a situation that limits the ability of materials scientists to develop new materials with targeted mechanical responses. To address this deficiency, we present here the largest database of calculated elastic properties for inorganic compounds to date. The database currently contains full elastic information for 1,181 inorganic compounds, and this number is growing steadily. The methods used to develop the database are described, as are results of tests that establish the accuracy of the data. In addition, we document the database format and describe the different ways it can be accessed and analyzed in efforts related to materials discovery and design.

6.
J Neurovirol ; 20(3): 209-18, 2014 Jun.
Article En | MEDLINE | ID: mdl-24549970

Despite modern antiretroviral therapy, HIV-associated sensory neuropathy affects over 50 % of HIV patients. The clinical expression of HIV neuropathy is highly variable: many individuals report few symptoms, but about half report distal neuropathic pain (DNP), making it one of the most prevalent, disabling, and treatment-resistant complications of HIV disease. The presence and intensity of pain is not fully explained by the degree of peripheral nerve damage, making it unclear why some patients do, and others do not, report pain. To better understand central nervous system contributions to HIV DNP, we performed a cross-sectional analysis of structural magnetic resonance imaging volumes in 241 HIV-infected participants from an observational multi-site cohort study at five US sites (CNS HIV Anti-Retroviral Treatment Effects Research Study, CHARTER). The association between DNP and the structural imaging outcomes was investigated using both linear and nonlinear (Gaussian Kernel support vector) multivariable regression, controlling for key demographic and clinical variables. Severity of DNP symptoms was correlated with smaller total cerebral cortical gray matter volume (r = -0.24; p = 0.004). Understanding the mechanisms for this association between smaller total cortical volumes and DNP may provide insight into HIV DNP chronicity and treatment-resistance.


AIDS Dementia Complex/epidemiology , AIDS Dementia Complex/pathology , Magnetic Resonance Imaging , Neuralgia , AIDS Dementia Complex/drug therapy , Adult , Anti-Retroviral Agents/therapeutic use , Brain Injuries/epidemiology , Brain Injuries/pathology , Brain Injuries/virology , Cerebral Cortex/pathology , Cerebral Cortex/virology , Cognition Disorders/epidemiology , Cognition Disorders/pathology , Cognition Disorders/virology , Confounding Factors, Epidemiologic , Cross-Sectional Studies , Female , Gray Matter/pathology , Gray Matter/virology , Humans , Male , Mental Disorders/epidemiology , Mental Disorders/pathology , Mental Disorders/virology , Middle Aged , Neuralgia/epidemiology , Neuralgia/pathology , Neuralgia/virology , Prevalence , Risk Factors , Substance-Related Disorders/epidemiology , Substance-Related Disorders/pathology , Substance-Related Disorders/virology
7.
J Neurovirol ; 19(4): 393-401, 2013 Aug.
Article En | MEDLINE | ID: mdl-23838849

MRI alterations in the cerebral white (WM) and gray matter (GM) are common in HIV infection, even during successful combination antiretroviral therapy (CART), and their pathophysiology and clinical significance are unclear. We evaluated the association of these alterations with recovery of CD4+ T cells. Seventy-five HIV-infected (HIV+) volunteers in the CNS HIV Anti-Retroviral Therapy Effects Research study underwent brain MRI at two visits. Multi-channel morphometry yielded volumes of total cerebral WM, abnormal WM, cortical and subcortical GM, and ventricular and sulcal CSF. Multivariable linear regressions were used to predict volumetric changes with change in current CD4 and detectable HIV RNA. On average, the cohort (79 % initially on CART) demonstrated loss of total cerebral WM alongside increases in abnormal WM and ventricular volumes. A greater extent of CD4 recovery was associated with increases in abnormal WM and subcortical GM volumes. Virologic suppression was associated with increased subcortical GM volume, independent of CD4 recovery. These findings suggest a possible link between brain alterations and immune recovery, distinct from the influence of virologic suppression. The association of increasing abnormal WM and subcortical GM volumes with CD4+ T cell recovery suggests that neuroinflammation may be one mechanism in CNS pathogenesis.


Brain/pathology , CD4-Positive T-Lymphocytes/immunology , HIV Infections/immunology , HIV Infections/pathology , Adult , Female , Humans , Inflammation/immunology , Inflammation/pathology , Magnetic Resonance Imaging , Male , Middle Aged
8.
J Neurovirol ; 17(3): 248-57, 2011 Jun.
Article En | MEDLINE | ID: mdl-21544705

Despite the widening use of combination antiretroviral therapy (ART), neurocognitive impairment remains common among HIV-infected (HIV+) individuals. Associations between HIV-related neuromedical variables and magnetic resonance imaging indices of brain structural integrity may provide insight into the neural bases for these symptoms. A diverse HIV+ sample (n = 251) was studied through the CNS HIV Antiretroviral Therapy Effects Research initiative. Multi-channel image analysis produced volumes of ventricular and sulcal cerebrospinal fluid (CSF), cortical and subcortical gray matter, total cerebral white matter, and abnormal white matter. Cross-sectional analyses employed a series of multiple linear regressions to model each structural volume as a function of severity of prior immunosuppression (CD4 nadir), current CD4 count, presence of detectable CSF HIV RNA, and presence of HCV antibodies; secondary analyses examined plasma HIV RNA, estimated duration of HIV infection, and cumulative exposure to ART. Lower CD4 nadir was related to most measures of the structural brain damage. Higher current CD4, unexpectedly, correlated with lower white and subcortical gray and increased CSF. Detectable CSF HIV RNA was related to less total white matter. HCV coinfection was associated with more abnormal white matter. Longer exposure to ART was associated with lower white matter and higher sulcal CSF. HIV neuromedical factors, including lower nadir, higher current CD4 levels, and detectable HIV RNA, were associated with white matter damage and variability in subcortical volumes. Brain structural integrity in HIV likely reflects dynamic effects of current immune status and HIV replication, superimposed on residual effects associated with severe prior immunosuppression.


AIDS Dementia Complex/blood , AIDS Dementia Complex/cerebrospinal fluid , HIV Infections/blood , HIV Infections/cerebrospinal fluid , Hepatitis C/blood , Hepatitis C/cerebrospinal fluid , AIDS Dementia Complex/etiology , AIDS Dementia Complex/pathology , AIDS Dementia Complex/virology , Adult , Aged , Anti-Retroviral Agents/administration & dosage , Antiretroviral Therapy, Highly Active , CD4 Lymphocyte Count , CD4-Positive T-Lymphocytes/pathology , CD4-Positive T-Lymphocytes/virology , Cerebral Cortex/pathology , Cerebral Cortex/virology , Female , HIV/physiology , HIV Infections/complications , HIV Infections/drug therapy , HIV Infections/pathology , HIV Infections/virology , Hepacivirus/physiology , Hepatitis C/complications , Hepatitis C/virology , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Middle Aged , RNA, Viral/blood , RNA, Viral/cerebrospinal fluid , Viral Load
9.
Schizophr Bull ; 35(1): 58-66, 2009 Jan.
Article En | MEDLINE | ID: mdl-18987102

INTRODUCTION: Auditory hallucinations or voices are experienced by 75% of people diagnosed with schizophrenia. We presumed that auditory cortex of schizophrenia patients who experience hallucinations is tonically "tuned" to internal auditory channels, at the cost of processing external sounds, both speech and nonspeech. Accordingly, we predicted that patients who hallucinate would show less auditory cortical activation to external acoustic stimuli than patients who did not. METHODS: At 9 Functional Imaging Biomedical Informatics Research Network (FBIRN) sites, whole-brain images from 106 patients and 111 healthy comparison subjects were collected while subjects performed an auditory target detection task. Data were processed with the FBIRN processing stream. A region of interest analysis extracted activation values from primary (BA41) and secondary auditory cortex (BA42), auditory association cortex (BA22), and middle temporal gyrus (BA21). Patients were sorted into hallucinators (n = 66) and nonhallucinators (n = 40) based on symptom ratings done during the previous week. RESULTS: Hallucinators had less activation to probe tones in left primary auditory cortex (BA41) than nonhallucinators. This effect was not seen on the right. DISCUSSION: Although "voices" are the anticipated sensory experience, it appears that even primary auditory cortex is "turned on" and "tuned in" to process internal acoustic information at the cost of processing external sounds. Although this study was not designed to probe cortical competition for auditory resources, we were able to take advantage of the data and find significant effects, perhaps because of the power afforded by such a large sample.


Hallucinations/diagnosis , Hallucinations/physiopathology , Magnetic Resonance Imaging , Adult , Auditory Cortex/physiopathology , Demography , Diagnostic and Statistical Manual of Mental Disorders , Female , Functional Laterality/physiology , Humans , Male , Severity of Illness Index
10.
Schizophr Bull ; 35(1): 32-46, 2009 Jan.
Article En | MEDLINE | ID: mdl-19023127

Correlations of cognitive functioning with brain activation during a sternberg item recognition paradigm (SIRP) were investigated in patients with schizophrenia and in healthy controls studied at 8 sites. To measure memory scanning times, 4 response time models were fit to SIRP data. The best fitting model assumed exhaustive serial memory scanning followed by self-terminating memory search and involved one intercept parameter to represent SIRP processes not contributing directly to memory scanning. Patients displayed significantly longer response times with increasing memory load and differed on the memory scanning, memory search, and intercept parameters of the best fitting probability model. Groups differed in the correlation between the memory scanning parameter and linear brain response to increasing memory load within left inferior and left middle frontal gyrus, bilateral caudate, and right precuneus. The pattern of findings in these regions indicated that high scanning capacity was associated with high neural capacity among healthy subjects but that scanning speed was uncoupled from brain response to increasing memory load among schizophrenia patients. Group differences in correlation of the best fitting model's scanning parameter with a quadratic trend in brain response to increasing memory load suggested inefficient or disordered patterns of neural inhibition among individuals with schizophrenia, especially in the left perirhinal and entorhinal cortices. The results show at both cognitive and neural levels that disordered memory scanning contributes to deficient SIRP performance among schizophrenia patients.


Brain/physiopathology , Cognition Disorders/etiology , Cognition Disorders/physiopathology , Memory Disorders/etiology , Memory Disorders/physiopathology , Memory, Short-Term , Recognition, Psychology , Schizophrenia/complications , Schizophrenia/physiopathology , Adult , Cognition Disorders/diagnosis , Female , Frontal Lobe/physiopathology , Functional Laterality/physiology , Humans , Magnetic Resonance Imaging , Male , Memory Disorders/diagnosis , Neuropsychological Tests , Reaction Time , Reading , Severity of Illness Index , Socioeconomic Factors , Surveys and Questionnaires
11.
J Abnorm Psychol ; 116(4): 741-53, 2007 Nov.
Article En | MEDLINE | ID: mdl-18020720

Working memory (WM) was studied in 82 healthy volunteers, 43 schizophrenia patients, and 81 bipolar patients. Schizophrenia patients were impaired on verbal and figural WM tasks that possessed similar test discriminating power. Bipolar patients performed similarly to healthy volunteers. A mathematical model of WM performance revealed a primary role for reduced WM span in accounting for the impaired verbal WM of schizophrenia patients and a primary role for diminished attention in accounting for impaired figural WM. Although WM impairment in schizophrenia is due neither to the general effects of severe mental illness nor to the specific type of material studied, the microarchitecture of abnormal WM in schizophrenia may depend on the stimulus material presented.


Bipolar Disorder/epidemiology , Cognition Disorders/epidemiology , Memory Disorders/diagnosis , Memory Disorders/epidemiology , Memory, Short-Term , Pattern Recognition, Visual , Schizophrenia/epidemiology , Verbal Behavior , Adult , Cognition Disorders/diagnosis , Diagnostic and Statistical Manual of Mental Disorders , Humans , Models, Theoretical , Neuropsychological Tests , Severity of Illness Index
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