Prefrontal cortex-extracellular vesicle RNAs coupling in alcohol use disorder: towards non-invasive biomarkers and targeted therapeutics

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 <i>MDK</i>, <i>FAM225B</i> and <i>SERPINA3</i> 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. <i>SERPINA3</i> 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 <i>SERPINA3</i>. 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.

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Journal
Artificial Cells Nanomedicine and Biotechnology
Published
2026-01-28
DOI
https://doi.org/10.1080/21691401.2026.2617703
Primary Topic
Extracellular vesicles in disease
Type
article
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article

Prefrontal cortex-extracellular vesicle RNAs coupling in alcohol use disorder: towards non-invasive biomarkers and targeted therapeutics

Yi-yun Deng, Xia QR, Feng Shan, Chunyu Yan et al.
Artificial Cells Nanomedicine and Biotechnology
Extracellular vesicles in disease
article

Prefrontal cortex-extracellular vesicle RNAs coupling in alcohol use disorder: towards non-invasive biomarkers and targeted therapeutics

Yi-yun Deng, Xia QR, Feng Shan, Chunyu Yan, Xuan Zhou, Yi-Xiang Wang, Wen-xiu Hong, Jun Liang, Ya-ru Liu
article en

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 <i>MDK</i>, <i>FAM225B</i> and <i>SERPINA3</i> 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. <i>SERPINA3</i> 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 <i>SERPINA3</i>. 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.

Artificial Cells Nanomedicine and BiotechnologyVol. 54(1)
Anhui Medical University (CN), State Administration of Traditional Chinese Medicine of the People's Republic of China (CN), First Affiliated Hospital of Anhui Medical University (CN), Huai'an City Fourth People's Hospital (CN), Anhui Mental Health Center (CN)
Good health and well-being
Openalex Percentile: Top 75%
Extracellular vesicles in disease
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