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通过分析血管性痴呆和颈动脉斑块共有的潜在分子特征来鉴定它们的潜在药物靶点。

Identification of potential drug targets for vascular dementia and carotid plaques by analyzing underlying molecular signatures shared by them.

作者信息

Shu Jun, Ren Yiqing, Tan Wen, Wei Wenshi, Zhang Li, Chang Jie

机构信息

Department of Neurology, Cognitive Disorders Center, Huadong Hospital Affiliated to Fudan University, Shanghai, China.

Department of Endocrinology, Huadong Hospital Affiliated to Fudan University, Shanghai, China.

出版信息

Front Aging Neurosci. 2022 Oct 3;14:967146. doi: 10.3389/fnagi.2022.967146. eCollection 2022.

Abstract

BACKGROUND

Vascular dementia (VaD) and carotid atherosclerotic plaques are common in the elderly population, conferring a heavy burden on families and society. Accumulating evidence indicates carotid atherosclerotic plaques to be a risk factor for VaD. However, the underlying mechanisms for this association are mainly unknown.

MATERIALS AND METHODS

We analyzed temporal cortex gene expression data of the GSE122063 dataset and gene expression data of the GSE163154 dataset to identify commonly differentially expressed genes (DEGs). Then we performed functional enrichment analysis, immune cell infiltration and evaluation, correlation analysis between differentially expressed immune-related genes (DEIRGs) and immune cells, receiver operating characteristic (ROC) analysis, and drug-gene analysis.

RESULTS

We identified 41 overlapped DEGs between the VaD and carotid atherosclerosis plaque datasets. Functional enrichment analyses revealed that these overlapped DEGs were mainly enriched in inflammatory and immune-related processes. Immunocyte infiltration and evaluation results showed that M0 macrophages, M2 macrophages, and T cells gamma delta had a dominant abundance in carotid atherosclerosis plaque samples, and M0 macrophages showed a significantly different infiltration percentage between the early and advanced stage plaques group. Resting CD4 memory T cells, M2 macrophages, and naive B cells were the top three highest infiltrating fractions in VaD. Furthermore, B cells and NK cells showed a different infiltration percentage between VaD and matched controls. We identified 12 DEIRGs, and the result of correlation analysis revealed that these DEIRGs were closely related to differentially expressed immune cells. We identified five key DEIRGs based on ROC analysis. The drug-gene interaction analysis showed that four drugs (avacopan, CCX354, BMS-817399, and ASK-8007) could be potential drugs for VaD and carotid atherosclerotic plaques treatment.

CONCLUSION

Collectively, these findings indicated that inflammatory and immune-related processes be a crucial common pathophysiological mechanism shared by VaD and carotid plaques. This study might provide new insights into common molecular mechanisms between VaD and carotid plaques and potential targets for the treatment.

摘要

背景

血管性痴呆(VaD)和颈动脉粥样硬化斑块在老年人群中很常见,给家庭和社会带来沉重负担。越来越多的证据表明颈动脉粥样硬化斑块是VaD的一个危险因素。然而,这种关联的潜在机制主要尚不清楚。

材料与方法

我们分析了GSE122063数据集的颞叶皮质基因表达数据和GSE163154数据集的基因表达数据,以识别共同差异表达基因(DEGs)。然后我们进行了功能富集分析、免疫细胞浸润和评估、差异表达免疫相关基因(DEIRGs)与免疫细胞之间的相关性分析、受试者工作特征(ROC)分析和药物-基因分析。

结果

我们在VaD和颈动脉粥样硬化斑块数据集之间鉴定出41个重叠的DEGs。功能富集分析表明,这些重叠的DEGs主要富集于炎症和免疫相关过程。免疫细胞浸润和评估结果显示,M0巨噬细胞、M2巨噬细胞和γδT细胞在颈动脉粥样硬化斑块样本中占优势,且M0巨噬细胞在早期和晚期斑块组之间的浸润百分比有显著差异。静息CD4记忆T细胞、M2巨噬细胞和幼稚B细胞是VaD中浸润分数最高的前三位。此外,B细胞和NK细胞在VaD和匹配对照组之间的浸润百分比不同。我们鉴定出12个DEIRGs,相关性分析结果表明这些DEIRGs与差异表达的免疫细胞密切相关。基于ROC分析,我们确定了5个关键的DEIRGs。药物-基因相互作用分析表明,四种药物(阿伐可泮、CCX354、BMS-817399和ASK-8007)可能是治疗VaD和颈动脉粥样硬化斑块的潜在药物。

结论

总体而言,这些发现表明炎症和免疫相关过程是VaD和颈动脉斑块共有的关键共同病理生理机制。本研究可能为VaD和颈动脉斑块之间的共同分子机制及潜在治疗靶点提供新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a7cd/9574221/63f9c72455de/fnagi-14-967146-g001.jpg

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