BCL11A在胰腺腺癌中作为神经和免疫易损因子的鉴定和验证。

IF 4.2 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Aotian Chen , Jialun Wang , Jiaying Yang , Yue Wang , Chenchen Wu , Huaina Yang , Yaoyao Fan , Qing Gao , Yiqiao Hu , Xihan Li , Xiaoping Zou
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引用次数: 0

摘要

胰腺腺癌(PAAD)是一种高度恶性的肿瘤,其症状非特异性,预后较差。已有研究表明,神经周围浸润(PNI)和神经营养因子(NFs)在PAAD中起重要作用。然而,nf相关基因(NFRGs)在PAAD中的预后意义和功能尚不清楚。在这项研究中,我们利用在TCGA-PAAD队列中发现的差异表达基因(DEGs)和Genecard中的NFRGs进行了交叉分析。利用机器学习(ML)技术,包括LASSO回归、SVM-RFE和随机森林算法,我们开发了一个以NFRG为中心的高精度预测模型,最终确定BCL11A为关键的预测NFRG。通过TCGA队列分析、20对临床样本的免疫组化和PAAD细胞系的western blot,发现BCL11A在PAAD中低表达,且预后较差。体外和体内实验表明,BCL11A表达增加可通过内质网应激抑制肿瘤生长并引发细胞凋亡。此外,免疫浸润分析发现BCL11Ahigh组CD8+ T细胞增加。流式细胞术显示,BCL11A在体内的过表达促进了肿瘤内CD8+ T细胞的浸润和活化,并增加了PD-L1的表达。我们的研究证实了BCL11A是PAAD临床预后、免疫浸润和神经-肿瘤相互作用的潜在生物标志物,并可能为该肿瘤的诊断和治疗提供新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification and validation of BCL11A as a neural and immune vulnerability factor in pancreatic adenocarcinoma
As a highly malignant tumor, pancreatic adenocarcinoma (PAAD) has nonspecific symptoms and a poor prognosis. Previous studies have demonstrated that perineural invasion (PNI) and neurotrophic factors (NFs) play essential roles in PAAD. Nevertheless, the prognostic significance and functions of NF-related genes (NFRGs) in PAAD remain unclear. In this research, we conducted an intersection analysis utilizing differentially expressed genes (DEGs) found in the TCGA-PAAD cohort along with NFRGs from the Genecard. Using machine learning (ML) techniques, including LASSO regression, SVM-RFE and random forest algorithms, we developed a highly accurate prognostic model centered on NFRGs, ultimately pinpointing BCL11A as the crucial prognostic NFRG. Via analysis of the TCGA cohort, immunohistochemistry of 20 pairs of clinical samples and western blot of PAAD cell lines, BCL11A was found to be low-expressed in PAAD and associated with a poor prognosis. Experiments conducted both in vitro and in vivo revealed that the increased expression of BCL11A suppressed tumor growth and triggered apoptosis through endoplasmic reticulum (ER) stress. Moreover, immune infiltration analysis found increased CD8+ T cells in the BCL11Ahigh group. Flow cytometry demonstrated that overexpression of BCL11A in vivo promoted intratumoral CD8+ T cell infiltration and activation, and increased PD-L1 expression. Our study confirmed BCL11A as a potential biomarker of clinical prognosis, immune infiltration, and neural-tumor interactions in PAAD, and might provide new insights for diagnosis and treatment of this tumor.
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来源期刊
CiteScore
12.30
自引率
0.00%
发文量
218
审稿时长
32 days
期刊介绍: BBA Molecular Basis of Disease addresses the biochemistry and molecular genetics of disease processes and models of human disease. This journal covers aspects of aging, cancer, metabolic-, neurological-, and immunological-based disease. Manuscripts focused on using animal models to elucidate biochemical and mechanistic insight in each of these conditions, are particularly encouraged. Manuscripts should emphasize the underlying mechanisms of disease pathways and provide novel contributions to the understanding and/or treatment of these disorders. Highly descriptive and method development submissions may be declined without full review. The submission of uninvited reviews to BBA - Molecular Basis of Disease is strongly discouraged, and any such uninvited review should be accompanied by a coverletter outlining the compelling reasons why the review should be considered.
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