Dynamic alterations in gene co-expression networks and gene-transcript associations characterize co-morbidities in
Chinwe Nwaneshiudu1,2,3, Kiran Girdhar1,2,4,5, Steven P Kleopoulos1,2,4,5
1Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
Background-:
Individuals with cocaine use disorder (CUD) who attempt abstinence experience craving and relapse, which poses challenges in treatment. Longitudinal studies linking behavioral manifestations in CUD to the blood transcriptome in living individuals are limited. Therefore, we investigated the connection between drug use behaviors during abstinence with blood transcriptomics.
Methods-:
We conducted a comprehensive longitudinal study involving 12 subjects (9 males, 3 females) with CUD and RNA sequencing on blood collected at a drug-free baseline, and 3, 6 & 9 months thereafter. We categorized subjects into 2 responder groups (high-low) based on scores of drug use variables, and 3 responder groups (low-intermediate-high) on days of abstinence. We investigated differential expression and gene-transcript associations across responder groups at each time point. Lastly, we examined genes that are both co-expressed and showed dynamic expression with time.
Results-:
Genes with significant transcript associations between high and. intermediate days of abstinence at 9 months were notably enriched for cannabis use disorder, drinks weekly, and coronary artery disease risk genes. Time-specific gene co-expression analysis prioritized transcripts related to immune processes, cell cycle, RNA-protein synthesis, and second messenger signaling for days of abstinence.
Conclusion-:
We demonstrate that abstinence reflects robust changes in drug use behaviors and the blood transcriptome in CUD. We also highlight the importance of longitudinal studies to capture complex biological processes during abstinence in CUD.
More Related Videos
08:14Comprehensive Analysis of Transcription Dynamics from Brain Samples Following Behavioral Experience
Published on: August 26, 2014
08:22Stereotaxic Microinjection of Viral Vectors Expressing Cre Recombinase to Study the Role of Target Genes in Cocaine Conditioned Place Preference
Published on: July 30, 2013
Related Concept Videos
Human Genetics
The complex relationship between genetics and psychology is observable through common biological components such...
Drug Dependence
Drug Abuse and Addiction: Pharmacological Phenomena
Combined Effects of Drugs: Synergism
Such synergistic combinations...
Combined Effects of Drugs: Antagonism
The most common type is receptor antagonism, where one drug acts as an antagonist to block the effects of another drug by...
CNS Stimulants: Cocaine, Amphetamines and Cannabinoids
