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皮肌炎与癌症之间潜在联系的分析

Analysis of the Potential Link Between Dermatomyositis and Cancer.

作者信息

Guo Jianwei, Lei Tianyi, Yu Xiang, Wang Peng, Xie Hongyuan, Jian Guilin, Zhang Quanbo, Qing Yufeng

机构信息

Research Center of Hyperuricemia and Gout, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637000, People's Republic of China.

Department of Geriatrics, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637000, People's Republic of China.

出版信息

J Inflamm Res. 2024 Dec 3;17:10163-10182. doi: 10.2147/JIR.S480744. eCollection 2024.

Abstract

BACKGROUND

Dermatomyositis (DM) is an inflammatory muscle disease that increases the risk of cancer, although the precise connection is not fully understood. The aim of this study was to investigate the mechanisms linking DM to cancer and identify potential therapeutic targets.

METHODS

We conducted differential gene expression analysis on the GSE128470 dataset and employed WGCNA to pinpoint key genes related to DM. Central genes were identified with the LASSO and SVM-RFE methods. The expression levels and diagnostic relevance of these genes were confirmed via the GSE1551 dataset. Immune cell infiltration was analyzed in relation to central genes, and RT‒qPCR was utilized to evaluate the expression of key genes across various cancers.

RESULTS

In total, differentially expressed genes (DEGs), involved mainly in innate immunity, cytokine responses, and autoimmune diseases, were identified. In the WGCNA, 399 significant genes related to DM were identified, with central genes including MIF, C1QA, and CDKN1A. Immune infiltration analysis revealed diverse immune cell populations in DM patients, with significant correlations between central genes and these immune cells. MIF levels were notably elevated in various tumors and correlated with the prognosis of specific cancers. Furthermore, MIF was negatively associated with most immune cells but positively correlated with CD4+ Th1 cells, NKT cells, and MDSCs. Factors such as immune regulatory elements, TMB, and MSI indicated that MIF may affect immunotherapy outcomes. The increased expression of MIF mRNA was confirmed via RT‒qPCR.

CONCLUSION

The findings demonstrate that MIF, C1QA, and CDKN1A are differentially expressed in DM patients, with MIF showing significant alterations in DM patients with cancer. MIF may serve as a crucial prognostic biomarker and therapeutic target for various cancers, playing a pivotal role in linking DM to cancer through the modulation of CD4+ Th1 cells, NKT cells, and MDSCs.

摘要

背景

皮肌炎(DM)是一种炎症性肌肉疾病,会增加患癌风险,尽管其确切联系尚未完全明确。本研究旨在探究将DM与癌症联系起来的机制,并确定潜在的治疗靶点。

方法

我们对GSE128470数据集进行了差异基因表达分析,并采用加权基因共表达网络分析(WGCNA)来确定与DM相关的关键基因。使用套索(LASSO)和支持向量机递归特征消除(SVM-RFE)方法鉴定核心基因。通过GSE1551数据集确认了这些基因的表达水平和诊断相关性。分析了与核心基因相关的免疫细胞浸润情况,并利用逆转录定量聚合酶链反应(RT-qPCR)评估关键基因在各种癌症中的表达。

结果

总共鉴定出主要参与先天免疫、细胞因子反应和自身免疫性疾病的差异表达基因(DEG)。在WGCNA中,鉴定出399个与DM相关的重要基因,核心基因包括巨噬细胞移动抑制因子(MIF)、补体C1q亚成分A(C1QA)和细胞周期蛋白依赖性激酶1A(CDKN1A)。免疫浸润分析揭示了DM患者中不同的免疫细胞群体,核心基因与这些免疫细胞之间存在显著相关性。MIF水平在各种肿瘤中显著升高,并与特定癌症的预后相关。此外,MIF与大多数免疫细胞呈负相关,但与CD4 +辅助性T细胞1型(Th1细胞)、自然杀伤T细胞(NKT细胞)和骨髓来源的抑制性细胞(MDSC)呈正相关。免疫调节元件、肿瘤突变负荷(TMB)和微卫星不稳定性(MSI)等因素表明MIF可能影响免疫治疗结果。通过RT-qPCR证实了MIF mRNA表达增加。

结论

研究结果表明,MIF、C1QA和CDKN1A在DM患者中差异表达,MIF在患有癌症的DM患者中表现出显著变化。MIF可能作为各种癌症的关键预后生物标志物和治疗靶点,通过调节CD4 + Th1细胞、NKT细胞和MDSC在将DM与癌症联系起来方面发挥关键作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae90/11624688/1691ab35bbb9/JIR-17-10163-g0001.jpg

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