Related Experiment Video
Updated: Jan 30, 2026

Author Spotlight: Studying Drug Impacts on Brain Signals Using Dual LFP Recording Protocol in Mice
Published on: February 16, 2024
Prefrontal cortex-extracellular vesicle RNAs coupling in alcohol use disorder: towards non-invasive biomarkers and
Jie-Quan Wang1,2,3,4, Qing-Rong Xia1,2,3,4, Xuan Zhou1,2,3,4
1Department of Pharmacy, Affiliated Psychological Hospital of Anhui Medical University, Hefei, China.
Abstract:
Alcohol use disorder (AUD) poses a substantial global health burden, with its molecular mechanism remaining elusive. This study integrated datasets (GSE253155, GSE180722, GSE182173 and GSE176122) and clinical specimens to identify non-invasive biomarkers and therapeutic candidates for AUD. Transcriptomic analysis of post-mortem prefrontal cortex identified 34 differentially expressed genes (DEGs), significantly enriched in TNF/IL-17 signalling, ribosome, cytokine-cytokine receptor interaction and endoplasmic reticulum protein processing. Among multiple machine learning algorithms, the support vector machine demonstrated superior classification performance, prioritizing MDK, FAM225B and SERPINA3 as critical biomarkers. These were incorporated into a highly predictive diagnostic nomogram. Intersection with plasma extracellular vesicle (EV) RNAs showed that all three biomarkers were detectable and upregulated in AUD patients versus controls, which was confirmed by quantitative real-time PCR (qRT-PCR) in a clinical validation cohort. SERPINA3 exhibited a particularly robust association with AUD, maintaining significance after adjustment for confounders and suggesting direct effects via mediation analysis. Cross-species validation confirmed a conserved dysregulation of murine Serpina3n. Computational drug repurposing identified loratadine, doxepin, citalopram and imipramine as promising therapeutic candidates targeting SERPINA3. Collectively, this work delineated PFC signature genes, proposed a EVs-supported brain-periphery molecular crosstalk, and provided translatable biomarkers and repurposable candidates for AUD precision medicine.
Related Concept Videos
Role of Cerebellum and Prefrontal Cortex in Memory
siRNA - Small Interfering RNAs
In the cytoplasm, siRNA is processed from a double-stranded RNA, which comes from either endogenous DNA transcription or exogenous sources like a virus. This double-stranded RNA is then cleaved by the...
lncRNA - Long Non-coding RNAs
lncRNA - Long Non-coding RNAs
piRNA - Piwi-interacting RNAs
G-protein Coupled Receptors

