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首页> 外文期刊>Journal of Translational Medicine >The MK2 pathway is linked to G-CSF, cytokine production and metastasis in gastric cancer: a novel intercorrelation analysis approach
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The MK2 pathway is linked to G-CSF, cytokine production and metastasis in gastric cancer: a novel intercorrelation analysis approach

机译:MK2途径与胃癌中的G-CSF,细胞因子生产和转移相关联:一种新的互相关分析方法

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摘要

Gastric cancer is associated with chronic inflammation, but there is still much to understand about the tumor microenvironment and the underlying tumor-promoting mechanisms. The Map kinase-activated protein kinase 2 (MK2) pathway is a regulator of inflammatory cytokine production that we have been studying in gastrointestinal cancers. Here, we set out to determine the significance of this gene in gastric cancer along with its downstream mediators and if there were differences in the primary tumors with and without metastasis. Human gastric cancer tissues with and without metastasis were examined for MK2 expression and cytokine profile in organ culture supernatants. Advanced statistical methods including a lower triangular correlation matrix, novel rooted correlation network, linear and logistic regression modeling along with Kruskal–Wallis testing with Sidak correction for multiple testing were applied to gain understanding of cytokines/chemokines linked to metastasis. The MK2 pathway is strongly linked with metastasis and a panel of cytokines. Gene expression was able to classify gastric cancer metastasis 85.7% of the time. A significant association with a panel of cytokines was found, including G-CSF, GM-CSF, Mip-1β, IFN-α, MCP-1, IL-1β, IL-6, and TNF-α. Mip-1β was found to have the strongest association with MK2 and metastasis after Sidak correction for multiple testing. MK2 gene expression and a novel associated cytokine panel are linked to gastric cancer metastasis. G-CSF is the strongest cytokine to differentiate between metastasis and non-metastasis patients and had the lowest P value, while Mip-1β showed the strongest association with MK2 and metastasis after Sidak correction. MK2 and associated cytokines are potential biomarkers for gastric cancer metastasis. The novel intercorrelation analysis approach is a promising method for understanding the complex nature of cytokine/chemokine regulation and links to disease outcome.
机译:胃癌与慢性炎症有关,但仍然有很多关于肿瘤微环境和潜在的肿瘤促进机制的疾病。地图激酶活化蛋白激酶2(MK2)途径是我们在胃肠癌中学习的炎症细胞因子产生的调节因子。在这里,我们开始确定该基因在胃癌中的重要性以及其下游介质,以及如果原发性肿瘤有和没有转移的差异。检查有没有转移的人胃癌组织,用于器官培养上清液中的MK2表达和细胞因子型材。应用了高级统计方法,包括较低的三角形相关矩阵,新颖的相关网络,线性和逻辑回归建模以及Kruskal-Wallis测试与SIDAK校正进行多次测试,以获得与转移相关的细胞因子/趋化因子的理解。 MK2途径与转移和细胞因子密切相关。基因表达能够将胃癌转移分类为85.7%的时间。发现了与细胞因子面板的重要关联,包括G-CSF,GM-CSF,MIP-1β,IFN-α,MCP-1,IL-1β,IL-6和TNF-α。发现MIP-1β与MIDAK校正后的MK2和转移相关联的MIP-1β进行多次测试。 MK2基因表达和新型相关细胞因子面板与胃癌转移相关。 G-CSF是最强的细胞因子,以区分转移和非转移患者,并且P值最低,而MIP-1β显示与SIDAK校正后的MK2和转移最强。 MK2和相关的细胞因子是胃癌转移的潜在生物标志物。新颖的互相关分析方法是了解细胞因子/趋化因子调节的复杂性和与疾病结果的联系的有希望的方法。

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