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使用非靶向代谢组学结合GEO数据集鉴定和富集药物难治性癫痫(DRE)患者血沉棕黄层中的潜在通路。

Identification and enrichment of potential pathways in the buffy coat of patients with DRE using non-targeted metabolomics integrated with GEO Datasets.

作者信息

Zhu Hailin, Zheng Suyue, Xie Liyuan, Yun Yi, Kwan Patrick, Rollo Ben, Huang Hui

机构信息

School of Pharmacy, Nanchang University, Nanchang, China.

Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, Australia.

出版信息

Eur J Med Res. 2025 Apr 26;30(1):332. doi: 10.1186/s40001-025-02609-0.

DOI:10.1186/s40001-025-02609-0
PMID:40287763
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12032676/
Abstract

BACKGROUND

This study aims to identify potential biomarkers in the buffy coat of drug-resistant epilepsy (DRE) patients with mesial temporal lobe epilepsy and to elucidate associated pathways.

METHODS

A comprehensive non-targeted metabolomic and Gene Expression Omnibus (GEO) datasets analysis was first performed on buffy coat from DRE patients and non-epilepsy (CON) patients. Potential enriched biomarkers and pathways were integrated with gene expression profiles from GEO datasets to identify robust biomarkers.

RESULTS

In the DRE group, there were 15 patients (10 males and 5 females), with an average age of (37.67 ± 15.53) years. In the CON group, there were 10 patients (7 males and 3 females), with an average age of (51.60 ± 18.20) years. A total of 27 potential biomarkers were identified, including 7 down-regulated and 8 up-regulated. Additionally, 9 potential pathways related to DRE were identified. Notably, purine metabolism, tryptophan metabolism and aminoacyl-tRNA metabolism were closely related to DRE. Purine metabolism was up-regulated, while aminoacyl-tRNA and tryptophan metabolism were down-regulated.

CONCLUSIONS

The integration of metabolomic data with GEO datasets analysis offers a new strategy to identify robust biomarkers and pathways. The findings obtained from the buffy coat analysis offer potential insights for the diagnosis and treatment of DRE.

摘要

背景

本研究旨在鉴定内侧颞叶癫痫耐药性癫痫(DRE)患者血沉棕黄层中的潜在生物标志物,并阐明相关途径。

方法

首先对DRE患者和非癫痫(CON)患者的血沉棕黄层进行全面的非靶向代谢组学和基因表达综合数据库(GEO)数据集分析。将潜在的富集生物标志物和途径与来自GEO数据集的基因表达谱整合,以鉴定可靠的生物标志物。

结果

DRE组有15例患者(10例男性和5例女性),平均年龄为(37.67±15.53)岁。CON组有10例患者(7例男性和3例女性),平均年龄为(51.60±18.20)岁。共鉴定出27种潜在生物标志物,其中7种下调,8种上调。此外,还鉴定出9条与DRE相关的潜在途径。值得注意的是,嘌呤代谢、色氨酸代谢和氨酰-tRNA代谢与DRE密切相关。嘌呤代谢上调,而氨酰-tRNA和色氨酸代谢下调。

结论

代谢组学数据与GEO数据集分析的整合为鉴定可靠的生物标志物和途径提供了一种新策略。从血沉棕黄层分析中获得的结果为DRE的诊断和治疗提供了潜在的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/2044eba4c62d/40001_2025_2609_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/f63a4aff40ea/40001_2025_2609_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/a982afed1487/40001_2025_2609_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/a8decb3da020/40001_2025_2609_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/2044eba4c62d/40001_2025_2609_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/f63a4aff40ea/40001_2025_2609_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/a982afed1487/40001_2025_2609_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/a8decb3da020/40001_2025_2609_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb9/12032676/2044eba4c62d/40001_2025_2609_Fig4_HTML.jpg

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Integrated non-targeted metabolomics and network pharmacology to reveal the mechanisms of berberine in the long-term treatment of PTZ-induced epilepsy.
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Pharmacometabolic Effects of Pteryxin and Valproate on Pentylenetetrazole-Induced Seizures in Zebrafish Reveal Vagus Nerve Stimulation.蝶呤和丙戊酸对戊四氮诱导斑马鱼癫痫发作的代谢药理学影响揭示迷走神经刺激作用。
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