Sun Qi, Lei Xianli, Meng Xiangrong, Zha Caijun, Yan Lei, Zhang Wenjing
Department of Rehabilitation Medicine, The First Affiliated Hospital of Heilong Jiang University of Chinese Medicine, Harbin, China.
Clinical Medicine, Harbin Medical University, Harbin, China.
J Genet Eng Biotechnol. 2024 Dec;22(4):100426. doi: 10.1016/j.jgeb.2024.100426. Epub 2024 Sep 27.
Cholangiocarcinoma (CHOL) is a malignant epithelial carcinoma of the digestive system with poor prognosis and high mortality. WNK lysine deficient protein kinase 1 (WNK1) is known to be associated with tumorigenesis in various cancers. However, the relationship between WNK1 and CHOL development, as well as the potential mechanisms involved, remains poorly understood.
Microarray datasets of CHOL (GSE22633 and GSE32879) were retrieved from the Gene Expression Omnibus (GEO) database. Functional enrichment and immunoinfiltration analyses were performed for genes co-expressed with WNK1. GraphPad Prism 9 was utilized for statistical data analysis and the construction of receiver operating characteristic (ROC) curves. The impact of WNK1 on the CHOL tumor microenvironment was analyzed using Tumor Immune Estimation Resource (TIMER), Venn diagrams, STRING, and TISIDB database for information on WNK1-related chemokines and chemokine receptors. Protein-protein interaction (PPI) networks were used to predict transcription factors and microRNAs interacting with WNK1 and the associated hub genes.
Differential expression of WNK1 was observed between CHOL and normal samples, suggesting its diagnostic value. Functional analysis showed that WNK1 and its associated genes were primarily enriched in pathways such as leukocyte transendothelial migration and chemokine signaling. Neutrophils were the only type of infiltrating immune cells associated with WNK1 in the CHOL tumor microenvironment (TME). VEGFA and ALB were identified as hub genes, and X-C motif chemokine receptor 1 (XCR1) and C-X-C motif chemokine ligand 5 (CXCL5) were identified as core chemokines and chemokine receptors related to WNK1 and neutrophil infiltration in CHOL.
Based on network analysis and the summary of previous studies, it was proposed that CHOL tumor cells secrete CXCL5, leading to neutrophil recruitment to the tumor microenvironment. Vascular endothelial growth factor A (VEGFA) released by the infiltrating neutrophils is suggested to promote overexpression of WNK1 by tumor cells, activating the VEGFA downstream pathway to promote angiogenesis and tumor progression.
胆管癌(CHOL)是一种消化系统恶性上皮性癌,预后差且死亡率高。已知WNK赖氨酸缺陷蛋白激酶1(WNK1)与多种癌症的肿瘤发生有关。然而,WNK1与胆管癌发生发展的关系以及潜在机制仍知之甚少。
从基因表达综合数据库(GEO)中检索胆管癌的微阵列数据集(GSE22633和GSE32879)。对与WNK1共表达的基因进行功能富集和免疫浸润分析。使用GraphPad Prism 9进行统计数据分析并构建受试者工作特征(ROC)曲线。利用肿瘤免疫评估资源(TIMER)、维恩图、STRING和TISIDB数据库分析WNK1对胆管癌肿瘤微环境的影响,以获取与WNK1相关的趋化因子和趋化因子受体的信息。蛋白质-蛋白质相互作用(PPI)网络用于预测与WNK1相互作用的转录因子和微小RNA以及相关的枢纽基因。
在胆管癌样本和正常样本之间观察到WNK1的差异表达,表明其具有诊断价值。功能分析表明,WNK1及其相关基因主要富集于白细胞跨内皮迁移和趋化因子信号传导等通路。中性粒细胞是胆管癌肿瘤微环境(TME)中与WNK1相关的唯一浸润免疫细胞类型。VEGFA和ALB被鉴定为枢纽基因,X-C基序趋化因子受体1(XCR1)和C-X-C基序趋化因子配体5(CXCL5)被鉴定为与胆管癌中WNK1和中性粒细胞浸润相关的核心趋化因子和趋化因子受体。
基于网络分析和以往研究的总结,提出胆管癌细胞分泌CXCL5,导致中性粒细胞募集到肿瘤微环境中。浸润的中性粒细胞释放的血管内皮生长因子A(VEGFA)被认为可促进肿瘤细胞中WNK1的过表达,激活VEGFA下游通路以促进血管生成和肿瘤进展。