6 research outputs found

    Rurality of Medical Provider and Race of Patient as Risk Factors for Overdose in Opioid Use Disorder Populations

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    Title: Rurality of medical provider and race of patient as risk factors for overdose in opioid use disorder populations Background This study examines the outcomes of medication assisted treatment (MAT) for opioid use disorders (OUD) based on location of treatment and race of the individual seeking treatment. Opioid use in the United States has been disproportionately rising in the last decade and there is evidence of unequal treatment based on different social disparities, namely rurality and race. Discriminatory distribution of medication and treatment for individuals seeking OUD along the lines of race and rurality is an issue of grave importance in both medical and ethical fields. Methods Individuals seeking treatment for OUD were identified and the use of MAT and/or mental health treatment (MHT) was analyzed. Data analysis of which course of treatment (MAT or MHT) were protective factors against overdose were analyzed. MAT most commonly used to treat OUD, buprenorphine, methadone, and naltrexone, were analyzed for risk of overdose following treatment seeking for OUD. Using administrative Medicaid data, persons with a first episode OUD diagnosis (N=9538) that were admitted to an emergency medical treatment facility in 2016-2018 and had no previous claims for OUD were identified using ICD 10 diagnostic codes. The number that initiated medication within 30 days of diagnosis were identified, separated by type of prescription: naltrexone=564, methadone=117, buprenorphine=2722, and no MAT=6187. Demographic factors (age, race, zip code of housing, and gender) were obtained from patient records, and pharmacy claims following OUD diagnosis were used to determine MAT group (i.e., buprenorphine, naltrexone, methadone, or no MAT). Emergency department and hospital claims were used to identify overdoses in the year following OUD diagnosis, and Cox regression was used to analyze risk of overdose. Proposed Hypothesis We predict that being treated for OUD in rural areas or being of non-white race is a leading factor of an individual recieving care that leads to overdose following treatment for being diagnosed with OUD

    Topological organization of whole-brain white matter in HIV infection

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    Infection with human immunodeficiency virus (HIV) is associated with neuroimaging alterations. However, little is known about the topological organization of whole-brain networks and the corresponding association with cognition. As such, we examined structural whole-brain white matter connectivity patterns and cognitive performance in 29 HIV+ young adults (mean age = 25.9) with limited or no HIV treatment history. HIV+ participants and demographically similar HIV− controls (n = 16) residing in South Africa underwent magnetic resonance imaging (MRI) and neuropsychological testing. Structural network models were constructed using diffusion MRI-based multifiber tractography and T(1)-weighted MRI-based regional gray matter segmentation. Global network measures included whole-brain structural integration, connection strength, and structural segregation. Cognition was measured using a neuropsychological global deficit score (GDS) as well as individual cognitive domains. Results revealed that HIV+ participants exhibited significant disruptions to whole-brain networks, characterized by weaker structural integration (characteristic path length and efficiency), connection strength, and structural segregation (clustering coefficient) than HIV− controls (p < 0.05). GDSs and performance on learning/recall tasks were negatively correlated with the clustering coefficient (p < 0.05) in HIV+ participants. Results from this study indicate disruption to brain network integrity in treatment-limited HIV+ young adults with corresponding abnormalities in cognitive performance

    Smaller limbic structures are associated with greater immunosuppression in over 1000 HIV-infected adults across five continents: Findings from the ENIGMA-HIV Working Group

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    Background: Human immunodeficiency virus type-1 (HIV) infection can be controlled with combination antiretroviral therapy (cART), but neurocognitive impairment remains common even in chronic and treated HIV-infected (HIV+) cohorts. Identifying the neuroanatomical pathways associated with infection has the potential to delineate novel neuropathological processes underlying persisting deficits, yet individual neuroimaging studies have yielded inconsistent findings. The ENIGMA-HIV Working Group was established to harmonize data from diverse studies to identify the common effects of HIV-infection on brain structure. Methods: Data were pooled from 12 independent neuroHIV studies from Africa, Asia, Australia, Europe, and North America. Volume estimates for eight subcortical brain regions were extracted from T1-weighted MRI from 1,044 HIV+ adults (aged 22-81 years; 72.4% on cART; 70.3% male; 41.6% with detectable viral load (dVL)), to identify associations with plasma markers reflecting current immunosuppression (CD4+ T-cell count) or dVL. Follow-up analyses stratified data by cART status and sex. Bonferroni correction was used to determine statistical significance. Findings: LowercurrentCD4+ count was associated with smaller hippocampal (β= 20.3 mm3 per 100 cells/mm3; p = 0.0001) and thalamic volumes (β= 29.3; p = 0.003); in the subset of participants not on cART, it was associated with smaller putamen volumes (β= 65.1; p = 0.0009). On average, a dVL was associated with smaller hippocampal (Cohen’s d = 0.24; p = 0.0003) and amygdala volumes (d = 0.18; p = 0.0058).Interpretation: In HIV+ individuals across five continents, smaller limbic volumes were consistently associated with current plasma markers. As we assessed cohorts with different inclusion/exclusion criteria and demographic distributions, these deficits may represent a generalizable brain-signature of HIV infection in the cART era. Our findings support the importance of achieving viral suppression and immune restoration for maintaining brain health. Funding: This work was supported, in part, by NIH grant U54 EB020403

    Association of Immunosuppression and Viral Load With Subcortical Brain Volume in an International Sample of People Living With HIV

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    International audienceIMPORTANCE Despite more widely accessible combination antiretroviral therapy (cART), HIV-1 infection remains a global public health challenge. Even in treated patients with chronic HIV infection, neurocognitive impairment often persists, affecting quality of life. Identifying the neuroanatomical pathways associated with infection in vivo may delineate the neuropathologic processes underlying these deficits. However, published neuroimaging findings from relatively small, heterogeneous cohorts are inconsistent, limiting the generalizability of the conclusions drawnto date.OBJECTIVE To examine structural brain associations with the most commonly collected clinicalassessments of HIV burden (CD4+T-cell count and viral load), which are generalizable acrossdemographically and clinically diverse HIV-infected individuals worldwide.DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study established the HIV WorkingGroup within the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) consortiumto pool and harmonize data from existing HIV neuroimaging studies. In total, data from 1295HIV-positive adults were contributed from 13 studies across Africa, Asia, Australia, Europe, and NorthAmerica. Regional and whole brain segmentations were extracted from data sets as contributingstudies joined the consortium on a rolling basis from November 1, 2014, to December 31, 2019.MAIN OUTCOMES AND MEASURES Volume estimates for 8 subcortical brain regions wereextracted from T1-weighted magnetic resonance images to identify associations with blood plasmamarkers of current immunosuppression (CD4+T-cell counts) or detectable plasma viral load (dVL) inHIV-positive participants. Post hoc sensitivity analyses stratified data by cART status.RESULTS After quality assurance, data from 1203 HIV-positive individuals (mean [SD] age, 45.7 [11.5]years; 880 [73.2%] male; 897 [74.6%] taking cART) remained. Lower current CD4+cell counts wereassociated with smaller hippocampal (mean [SE] β = 16.66 [4.72] mm3per 100 cells/mm3;P< .001)and thalamic (mean [SE] β = 32.24 [8.96] mm3per 100 cells/mm3;P< .001) volumes and largerventricles (mean [SE] β = −391.50 [122.58] mm3per 100 cells/mm3;P= .001); in participants nottaking cART, however, lowercurrent CD4+cell counts were associated with smaller putamen volumes(mean [SE] β = 57.34 [18.78] mm3per 100 cells/mm3;P= .003). A dVL was associated with smallerhippocampal volumes (d= −0.17;P= .005); in participants taking cART, dVL was also associated withsmaller amygdala volumes (d= −0.23;P= .004
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