Dysregulated Gene Regulatory Networks in Substance Use Disorder and HIV Infection: Insights from Single-Cell Genomics
Ren, J.; Chen, Y.; Ho, W.-z.; Wei, Z.
Show abstract
Opioid use disorders (OUD) exacerbate the complexity of neurocognitive impairments and neurodevelopmental disorders, with poorly understood molecular mechanisms at the gene regulatory level. This study utilized single-nuclei RNA sequencing (snRNA-seq) data from the SCORCH (Single-Cell Opioid Responses in the Context of HIV) program, examining brain samples from 95 donors, including individuals with and without a history of opioid abuse, to explore the gene regulatory networks within the ventral tegmental area (VTA). While traditional differential gene expression analysis identified some significantly altered genes, including downregulation of FOS (p = 1.105e-3) in astrocytes from opioid users, our network-based approach revealed more profound disruptions in regulatory relationships. Most notably, correlation network analysis identified substantial alteration in FOS-centered regulatory networks, including complete loss of the FOS-NR4A1 connection despite unchanged NR4A1 expression levels. These findings suggest opioid-induced selective alterations in intracellular gene regulation, potentially contributing to addiction pathology and offering new insights into the molecular underpinnings of opioid-related neurocognitive dysfunction. This work expands our understanding of the mechanisms through which substance use disorders and HIV may synergistically impact brain function through altered gene regulatory networks, potentially revealing novel targets for therapeutic intervention.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Integrating HiTOP and RDoC Frameworks Part II: Shared and Distinct Biological Mechanisms of Externalizing and Internalizing Psychopathology 91%
- Disentangling heterogeneity of psychosis expression in the general population: sex-specific moderation effects of environmental risk factors on symptom networks 91%
- Distinct neurofunctional alterations during motivational and hedonic processing of natural and monetary rewards in depression – a neuroimaging meta-analysis 90%
Similar papers in this journal
- Psychedelics as pharmacotherapeutics for substance use disorders: a scoping review on clinical trials and perspectives on underlying neurobiology 92%
- Paradoxical changes in brain reward status during oxycodone self-administration in a novel test of the negative reinforcement hypothesis 90%
- Lasting effects of repeated Δ9-tetrahydrocannabinol (THC) vapor inhalation during adolescence in male and female rats 90%
Similar papers in this journal
- Functional genomic mechanisms of opioid action and opioid use disorder: a systematic review of animal models and human studies 93%
- Genome-wide association study identifies common genetic risk factors for alcohol, heroin and methamphetamine dependence 92%
- Effects of SSRIs on the spatial transcriptome of dorsal raphe serotonin neurons 92%
Similar papers in this journal
Similar papers in this journal
- Downregulated NPAS4 in multiple brain regions is associated with Major Depressive Disorder 92%
- Cocaine-induced loss of LTD and social impairments are restored by fatty acid amide hydrolase inhibition 92%
- Phasic Dopamine Release Magnitude Tracks Individual Differences in Sensitization of Locomotor Response following a History of Nicotine Exposure 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.