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基于生物信息学分析和实验验证的 SEL1L3 作为肾细胞癌与动脉粥样硬化之间的连接分子。

SEL1L3 as a link molecular between renal cell carcinoma and atherosclerosis based on bioinformatics analysis and experimental verification.

机构信息

Department of Urology Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, Hebei Province, China.

Hebei Medical University, Shijiazhuang 050011, Hebei Province, China.

出版信息

Aging (Albany NY). 2023 Nov 21;15(22):13150-13162. doi: 10.18632/aging.205227.

Abstract

BACKGROUND

Renal cancer, the most common type of kidney cancer, develops in the renal tubular epithelium. Atherosclerosis of the aorta is the primary cause of atherosclerosis. However, the underlying mechanisms remain unclear.

METHODS

The renal clear cell carcinoma RNA sequence profile was obtained from The Cancer Genome Atlas (TCGA) database, and the atherosclerosis datasets GSE28829 and GSE43292 based on GPL570 and GPL6244 was obtained from the Gene Expression Omnibus (GEO) database. The difference and hub genes were identified by the Limma protein-protein interaction (PPI) network in R software. Functional enrichment, survival, and immunoinfiltration analyses were performed. The role of SEL1L3 in the ErbB/PI3K/mTOR signaling pathway, apoptosis, invasion, cell cycle, and inflammation was analyzed using western blotting.

RESULTS

764 DEGs were identified from TCGA Kidney Renal Clear Cell Carcinoma (KIRC) dataset. A total of 344 and 117 DEGs were screened from the GSE14762 and GSE53757 datasets, respectively. Functional enrichment analysis results primarily indicated enrichment in the transporter complex, DNA-binding transcription activator activity, morphogenesis of the embryonic epithelium, stem cell proliferation, adrenal overactivity and so on. Fifteen common DEGs overlapped among the three datasets. The PPI network revealed that SEL1L3 was the core gene. Survival analysis showed that lower SEL1L3 expression levels led to a worse prognosis. Immune cell infiltration analysis showed that SEL1L3 expression was significantly correlated with antibody-drug conjugates (aDC), B cells, eosinophils, interstitial dendritic cells (iDC), macrophages, and more.

CONCLUSIONS

SEL1L3 plays an important role in renal clear cell carcinoma and atherosclerosis and may be a potential link between them.

摘要

背景

肾细胞癌是最常见的肾癌类型,发生于肾小管上皮细胞。主动脉粥样硬化是动脉粥样硬化的主要原因。然而,其潜在机制尚不清楚。

方法

从癌症基因组图谱(TCGA)数据库中获取肾透明细胞癌 RNA 序列谱,从基因表达综合数据库(GEO)中基于 GPL570 和 GPL6244 的 GSE28829 和 GSE43292 数据集获取动脉粥样硬化数据集。通过 R 软件中的 Limma 蛋白质-蛋白质相互作用(PPI)网络识别差异和枢纽基因。进行功能富集、生存和免疫浸润分析。使用 Western blot 分析 SEL1L3 在 ErbB/PI3K/mTOR 信号通路、细胞凋亡、侵袭、细胞周期和炎症中的作用。

结果

从 TCGA 肾透明细胞癌(KIRC)数据集鉴定出 764 个差异表达基因。从 GSE14762 和 GSE53757 数据集分别筛选出 344 个和 117 个差异表达基因。功能富集分析结果主要表明在转运体复合物、DNA 结合转录激活因子活性、胚胎上皮形态发生、干细胞增殖、肾上腺功能亢进等方面的富集。三个数据集之间有 15 个共同的差异表达基因重叠。PPI 网络显示 SEL1L3 是核心基因。生存分析表明,SEL1L3 表达水平较低导致预后较差。免疫细胞浸润分析表明,SEL1L3 表达与抗体药物偶联物(aDC)、B 细胞、嗜酸性粒细胞、间质树突状细胞(iDC)、巨噬细胞等显著相关。

结论

SEL1L3 在肾透明细胞癌和动脉粥样硬化中发挥重要作用,可能是两者之间的潜在联系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fb9/10713414/022cd0db1ac3/aging-15-205227-g001.jpg

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