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基于综合生物信息学和研究确定PSMD2作为胰腺癌患者有前景的生物标志物。

Identification of PSMD2 as a promising biomarker for pancreatic cancer patients based on comprehensive bioinformatics and studies.

作者信息

Feng Xiuxue, Liu Qiang, Li Huikai, Yang Jing, Linghu Enqiang

机构信息

Senior Department of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.

Syngentech Inc., Beijing, China.

出版信息

Heliyon. 2024 Nov 5;10(22):e40117. doi: 10.1016/j.heliyon.2024.e40117. eCollection 2024 Nov 30.

Abstract

BACKGROUND

Pancreatic cancer patients have limited treatment options and extremely poor prognosis. Dysregulations of proteasome 26S subunit, non-ATPases (PSMDs) contribute to the development of various cancers, whereas the significance of PSMDs in pancreatic cancer is poorly understood. In the present study, we intended to explore the therapeutic potential of PSMDs in pancreatic cancer.

METHODS

Based on TCGA database, the expression of PSMDs was analyzed in pancreatic cancer patients. Multivariate Cox regression and Kaplan-Meier survival analyses were conducted to investigate the prognostic value of PSMDs. The correlations between the expression of PSMD2/14 and immune cell infiltration, immune checkpoint genes' expression, enrichment of signaling pathways, and the sensitivity of chemotherapies were also evaluated. Knockdown and overexpression experiments were performed to explore the biological function of PSMD2/14. Immunoblotting was conducted to detect the downstream signaling pathway of PSMD2.

RESULTS

Most of the PSMDs, except for PSMD5 and PSMD6, were significantly upregulated in pancreatic cancer tissues. Patients with higher grade tumor had increased mRNA levels of PSMD1/2/5/7/8/11/12/14. Survival and multivariate Cox regression analyses indicated that PSMD2 and PSMD14 were biomarkers of worse prognosis. High expression of PSMD2 and PSMD14 was positively correlated with the levels immune checkpoint genes but not with the infiltration of specific immune cell types. knockdown of PSMD2, but not PSMD14, increased the apoptosis, gemcitabine's toxicity and inhibited the growth capacity of MIA cells. Conversely, decreased apoptosis and gemcitabine sensitivity along with accelerated cell proliferation ability were observed in PSMD2-overexpressing PANC-1 cells. Mechanistically, PSMD2 activated the AKT/mTOR signaling pathway, consistent with the findings from KEGG and GSEA analysis. The AKT specific inhibitor MK-2206 exhibited higher cytotoxicity in MIA and PANC-1 cells with high PSMD2 expression. Importantly, MK-2206 largely reversed the oncogenic functions of PSMD2 on the growth and proliferation of PANC-1 cells.

CONCLUSION

In summary, our study provided a comprehensive bioinformatics analysis of PSMDs in pancreatic cancer. We identified that PSMD2 acted as a tumor-promoting protein in pancreatic cancer through the activation of the AKT/mTOR pathway. The overexpression of PSMD2 may be a potential biomarker that predicts the response of pancreatic cancer patients to AKT inhibitor treatments.

摘要

背景

胰腺癌患者的治疗选择有限,预后极差。蛋白酶体26S亚基非ATP酶(PSMDs)的失调促进了多种癌症的发展,然而PSMDs在胰腺癌中的意义尚不清楚。在本研究中,我们旨在探索PSMDs在胰腺癌中的治疗潜力。

方法

基于TCGA数据库,分析胰腺癌患者中PSMDs的表达。进行多变量Cox回归和Kaplan-Meier生存分析以研究PSMDs的预后价值。还评估了PSMD2/14的表达与免疫细胞浸润、免疫检查点基因表达、信号通路富集以及化疗敏感性之间的相关性。进行敲低和过表达实验以探索PSMD2/14的生物学功能。进行免疫印迹以检测PSMD2的下游信号通路。

结果

除PSMD5和PSMD6外,大多数PSMDs在胰腺癌组织中显著上调。肿瘤分级较高的患者PSMD1/2/5/7/8/11/12/14的mRNA水平升高。生存分析和多变量Cox回归分析表明,PSMD2和PSMD14是预后较差的生物标志物。PSMD2和PSMD14的高表达与免疫检查点基因水平呈正相关,但与特定免疫细胞类型的浸润无关。敲低PSMD2(而非PSMD14)可增加MIA细胞的凋亡、吉西他滨的毒性并抑制其生长能力。相反,在过表达PSMD2的PANC-1细胞中观察到凋亡减少、吉西他滨敏感性降低以及细胞增殖能力加快。机制上,PSMD2激活了AKT/mTOR信号通路,这与KEGG和GSEA分析的结果一致。AKT特异性抑制剂MK-2206在PSMD2高表达的MIA和PANC-1细胞中表现出更高的细胞毒性。重要的是,MK-2206在很大程度上逆转了PSMD2对PANC-1细胞生长和增殖的致癌作用。

结论

总之,我们的研究对胰腺癌中的PSMDs进行了全面的生物信息学分析。我们发现PSMD2通过激活AKT/mTOR途径在胰腺癌中发挥促肿瘤蛋白的作用。PSMD2的过表达可能是预测胰腺癌患者对AKT抑制剂治疗反应的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1319/11616520/f44f59ca0df8/gr1.jpg

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