Search Results - "Ellis, Randall J."
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Chemogenetics revealed: DREADD occupancy and activation via converted clozapine
Published in Science (American Association for the Advancement of Science) (04-08-2017)“…The chemogenetic technology DREADD (designer receptors exclusively activated by designer drugs) is widely used for remote manipulation of neuronal activity in…”
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Journal Article -
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Specification curve analysis to identify heterogeneity in risk factors for dementia: findings from the UK Biobank
Published in BMC medicine (29-05-2024)“…In 2020, the Lancet Commission identified 12 risk factors as priorities for prevention of dementia, and other studies identified APOE e4/e4 genotype and family…”
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Predicting opioid dependence from electronic health records with machine learning
Published in BioData mining (29-01-2019)“…The opioid epidemic in the United States is averaging over 100 deaths per day due to overdose. The effectiveness of opioids as pain treatments, and the…”
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Synaptic Zn2+ potentiates the effects of cocaine on striatal dopamine neurotransmission and behavior
Published in Translational psychiatry (08-11-2021)“…Cocaine binds to the dopamine (DA) transporter (DAT) to regulate cocaine reward and seeking behavior. Zinc (Zn 2+ ) also binds to the DAT, but the in vivo…”
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Journal Article -
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Questionable Research Practices, Low Statistical Power, and Other Obstacles to Replicability: Why Preclinical Neuroscience Research Would Benefit from Registered Reports
Published in eNeuro (01-07-2022)“…Replicability, the degree to which a previous scientific finding can be repeated in a distinct set of data, has been considered an integral component of…”
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SnapShot: Neurobiology of opioid use disorder
Published in Cell (18-03-2021)“…The use of opioid drugs and related overdose deaths, which rose to epidemic proportions over the past decade, have been exacerbated by the COVID pandemic, a…”
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Journal Article -
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bbeaR: an R package and framework for epitope-specific antibody profiling
Published in Bioinformatics (Oxford, England) (09-04-2021)“…Abstract Summary Analysis of epitope-specific antibody repertoires has provided novel insights into the pathogenesis of inflammatory disorders, especially…”
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Long-Term Outcomes of Adolescent THC Exposure on Translational Cognitive Measures in Adulthood in an Animal Model and Computational Assessment of Human Data
Published in JAMA psychiatry (Chicago, Ill.) (01-01-2023)“…Although perceived as relatively harmless and nonaddictive, adolescent cannabis use significantly increases the likelihood of developing cannabis use disorder…”
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Dose mediates the protracted effects of adolescent THC exposure on reward and stress reactivity in males relevant to perturbation of the basolateral amygdala transcriptome
Published in Molecular psychiatry (01-06-2023)“…Despite the belief that cannabis is relatively harmless, exposure during adolescence is associated with increased risk of developing several psychopathologies…”
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Prenatal Δ9-Tetrahydrocannabinol Exposure in Males Leads to Motivational Disturbances Related to Striatal Epigenetic Dysregulation
Published in Biological psychiatry (1969) (15-07-2022)“…Cannabis remains one of the most widely abused drugs during pregnancy. In utero exposure to its principal psychoactive component, Δ9-tetrahydrocannabinol…”
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Striatal Rgs4 regulates feeding and susceptibility to diet-induced obesity
Published in Molecular psychiatry (01-09-2020)“…Consumption of high fat, high sugar (western) diets is a major contributor to the current high levels of obesity. Here, we used a multidisciplinary approach to…”
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Journal Article -
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Data-Driven Investigations of Opioid Use Disorder: Clinical Risk Factors and Translational Targets
Published 01-01-2023“…Opioid use disorder (OUD) claims the lives of over 189 Americans each day on average. Current medications are opioid replacement strategies fraught with many…”
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Dissertation -
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Twelve key challenges in medical machine learning and solutions
Published in Intelligence-based medicine (2022)“…The utility of machine learning in biomedicine is being investigated in various contexts, including for diagnostic and interpretive purposes for imaging…”
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Journal Article -
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Prenatal Δ 9 -Tetrahydrocannabinol Exposure in Males Leads to Motivational Disturbances Related to Striatal Epigenetic Dysregulation
Published in Biological psychiatry (1969) (15-07-2022)“…Cannabis remains one of the most widely abused drugs during pregnancy. In utero exposure to its principal psychoactive component, Δ -tetrahydrocannabinol…”
Get full text
Journal Article -
15
Synaptic Zn 2+ potentiates the effects of cocaine on striatal dopamine neurotransmission and behavior
Published in Translational psychiatry (08-11-2021)“…Cocaine binds to the dopamine (DA) transporter (DAT) to regulate cocaine reward and seeking behavior. Zinc (Zn ) also binds to the DAT, but the in vivo…”
Get full text
Journal Article -
16
Random feature baselines provide distributional performance and feature selection benchmarks for clinical and 'omic ML
Published 15-11-2024“…Identifying predictive features from high-dimensional datasets is a major task in biomedical research. However, it is difficult to determine the robustness of…”
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Journal Article