Differential expression of NPAS4 in the dorsolateral prefrontal cortex following opioid overdose
David W Sosnowski1, Andrew E Jaffe1,2, Ran Tao2
1Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House, Baltimore, MD 21205, United States.
Background:
Although preclinical models reveal the neurobiological pathways altered through opioid abuse, comprehensive assessments of gene expression in human brain samples are needed. Moreover, less is known about gene expression in response to fatal overdose. The primary goal of the present study was to compare gene expression in the dorsolateral prefrontal cortex (DLPFC) between brain samples of individuals who died of acute opioid intoxication and group-matched controls.
Methods:
Postmortem tissue samples of the DLPFC from 153 deceased individuals (M = 35.4; 62% male; 77% European ancestry). Study groups included 72 brain samples from individuals who died of acute opioid intoxication, 53 psychiatric controls, and 28 normal controls. Whole transcriptome RNA-sequencing was used to generate exon counts, and differential expression was tested using limma-voom. Analyses were adjusted for relevant sociodemographic characteristics, technical covariates, and cryptic relatedness using quality surrogate variables. Weighted correlation network analysis and gene set enrichment analyses also were conducted.
Results:
Two genes were differentially expressed in opioid samples compared to control samples. The top gene, NPAS4, was downregulated in opioid samples (log2FC = -2.47, adj. p = .049) and has been implicated in opioid, cocaine, and methamphetamine use. Weighted correlation network analysis revealed 15 gene modules associated with opioid overdose, though no intramodular hub genes were related to opioid overdose, nor were pathways related to opioid overdose enriched for differential expression.
Conclusions:
Results provide preliminary evidence that NPAS4 is implicated in opioid overdose, and more research is needed to understand its role in opioid abuse and associated outcomes.
Insights
Opioid overdose alters gene expression in the human brain. The gene NPAS4 was significantly downregulated in individuals who died from opioid intoxication, suggesting a role in opioid-related outcomes.
Area of Science:
- Neuroscience
- Genomics
- Toxicology
Background:
- Preclinical models show neurobiological changes in opioid abuse.
- Human brain gene expression studies, especially after fatal overdose, are lacking.
- Understanding gene expression in opioid intoxication is crucial.
Purpose of the Study:
- To compare gene expression in the dorsolateral prefrontal cortex (DLPFC) between individuals who died from acute opioid intoxication and matched controls.
- To identify specific genes and pathways affected by fatal opioid overdose.
Main Methods:
- Utilized whole transcriptome RNA-sequencing on postmortem DLPFC samples from 153 individuals.
- Included 72 opioid intoxication, 53 psychiatric, and 28 normal control samples.
- Applied differential expression analysis (limma-voom), weighted correlation network analysis, and gene set enrichment analysis.
Main Results:
- Identified two differentially expressed genes in opioid samples versus controls.
- The gene NPAS4 was significantly downregulated (log2FC = -2.47, adj. p = .049) in opioid overdose cases.
- Weighted correlation network analysis revealed 15 gene modules associated with opioid overdose, but no specific hub genes or enriched pathways were identified.
Conclusions:
- Preliminary evidence suggests NPAS4 is implicated in opioid overdose.
- Further research is necessary to elucidate the role of NPAS4 in opioid abuse and its consequences.
- This study highlights the need for comprehensive human brain gene expression analysis in fatal opioid overdose.
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