Identification of gene expression change associated with isoflurane anesthesia and neurocognitive disorders using bioinformatics methods

IF 1.8 4区 医学 Q4 PHARMACOLOGY & PHARMACY Journal of pharmacological and toxicological methods Pub Date : 2025-03-01 Epub Date: 2025-01-30 DOI:10.1016/j.vascn.2025.107582
Yang Liu , Ying Zhang , Jialu Yu , Hua Fu
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Abstract

Background

Isoflurane, a commonly used anesthetic, has been linked to neurocognitive dysfunction (NCD). However, the precise relationship between isoflurane anesthesia and NCD remains unclear.

Methods

Datasets related to isoflurane anesthesia were obtained from a public database. The hub genes of isoflurane anesthesia were selected using logistic regression with the least absolute shrinkage and selection operator (LASSO). Human neuroblastoma cell line SH-SY5Y was induced to differentiate into terminal neuron-like cells.

Results

The signaling pathways involved in isoflurane anesthesia and NCD were subjected to analysis, resulting in the identification of 35 signaling pathways, including the PI3K/AKT pathway, the AGE-RAGE signaling pathway and the apelin signaling pathway, which were found to be associated with both NCD and isoflurane anesthesia. A total of nine cross-expressed genes (Nfe2l2, Fgf2, Edn1, Spp1, Hmox1, Picalm, Gnb5, Eif2s1 and Gls) were identified between isoflurane anesthesia and NCD. The LASSO logistic regression model was employed to identify three hub genes (Fgf2, Gnb5, Spp1). The expression of these three hub genes was validated using other expression datasets. In human neuron-like cells, isoflurane also significantly affected the expression of three corresponding human homologous genes. The expression trends of these three genes in human cells were consistent with the expression in rat brains after isoflurane treatment, providing further evidence for the rationality of the three hub genes.

Conclusions

The present study revealed key candidate genes and related functional signaling pathways through bioinformatics analysis and cell experiments, which may serve as the basis for isoflurane-related NCD.
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利用生物信息学方法鉴定异氟醚麻醉与神经认知障碍相关的基因表达变化。
背景:异氟醚是一种常用的麻醉剂,与神经认知功能障碍(NCD)有关。然而,异氟醚麻醉与非传染性疾病之间的确切关系尚不清楚。方法:从公共数据库中获取异氟醚麻醉相关数据集。采用绝对收缩最小的逻辑回归和选择算子(LASSO)选择异氟醚麻醉中枢基因。诱导人神经母细胞瘤细胞株SH-SY5Y向末梢神经元样细胞分化。结果:对异氟醚麻醉与NCD相关的信号通路进行分析,鉴定出35条信号通路,包括PI3K/AKT通路、AGE-RAGE信号通路和apelin信号通路,发现这些信号通路与NCD和异氟醚麻醉均相关。在异氟醚麻醉与非传染性疾病之间共鉴定出9个交叉表达基因(Nfe2l2、Fgf2、Edn1、Spp1、Hmox1、Picalm、Gnb5、Eif2s1和Gls)。采用LASSO logistic回归模型对Fgf2、Gnb5、Spp1三个枢纽基因进行鉴定。使用其他表达数据集验证这三个中心基因的表达。在人类神经元样细胞中,异氟醚也显著影响了三个相应的人类同源基因的表达。异氟醚处理后,这三个基因在人细胞中的表达趋势与在大鼠脑中的表达一致,进一步证明了这三个枢纽基因的合理性。结论:本研究通过生物信息学分析和细胞实验揭示了异氟醚相关非传染性疾病的关键候选基因和相关功能信号通路,为异氟醚相关非传染性疾病的研究提供了基础。
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来源期刊
Journal of pharmacological and toxicological methods
Journal of pharmacological and toxicological methods PHARMACOLOGY & PHARMACY-TOXICOLOGY
CiteScore
3.60
自引率
10.50%
发文量
56
审稿时长
26 days
期刊介绍: Journal of Pharmacological and Toxicological Methods publishes original articles on current methods of investigation used in pharmacology and toxicology. Pharmacology and toxicology are defined in the broadest sense, referring to actions of drugs and chemicals on all living systems. With its international editorial board and noted contributors, Journal of Pharmacological and Toxicological Methods is the leading journal devoted exclusively to experimental procedures used by pharmacologists and toxicologists.
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