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多发性骨髓瘤中NF-κB/Snail/YY1/RKIP信号通路的基因集富集分析

Gene set enrichment analysis of the NF-κB/Snail/YY1/RKIP circuitry in multiple myeloma.

作者信息

Zaravinos Apostolos, Kanellou Peggy, Lambrou George I, Spandidos Demetrios A

机构信息

Laboratory of Virology, Medical School, University of Crete, 71110, Heraklion, Greece,

出版信息

Tumour Biol. 2014 May;35(5):4987-5005. doi: 10.1007/s13277-014-1659-9. Epub 2014 Jan 31.

Abstract

The presence of a dysregulated NF-κB/Snail/YY1/RKIP loop was recently established in metastatic prostate cancer cells and non-Hodgkin's lymphoma; however, its involvement in multiple myeloma (MM) has yet to be investigated. Aim of the study was to investigate the role of the NF-κB/Snail/YY1/RKIP circuitry in MM and how each gene is correlated with the remaining genes of the loop. Using gene set enrichment analysis and gene neighbours analysis in data received from four datasets included in the Multiple Myeloma Genomics Portal of the Multiple Myeloma Research Consortium, we identified various enriched gene sets associated with each member of the NF-κB/Snail/YY1/RKIP circuitry. In each dataset, the 20 most co-expressed genes with the circuitry genes were isolated subjected to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment. Among many, we highlighted on FNDC3B, TPD52, BBX, MBNL1 and MFAP2. Many co-expressed genes participated in the regulation of metabolic processes and nucleic acid binding, or were transcription factor binding genes and genes with metallopeptidase activity. The transcription factors FOXO4, GATA binding factor, Sp1 and AP4 most likely affect the expression of the NF-κB/Snail/YY1/RKIP circuitry genes. Computational analysis of various GEO datasets revealed elevated YY1 and RKIP levels in MM vs. the normal plasma cells, as well as elevated RKIP levels in MM vs. normal B lymphocytes. The present study highlights the relationships of the NF-κB/Snail/YY1/RKIP circuitry genes with specific cancer-related gene sets in multiple myeloma.

摘要

最近在转移性前列腺癌细胞和非霍奇金淋巴瘤中发现了失调的NF-κB/Snail/YY1/RKIP环路;然而,其在多发性骨髓瘤(MM)中的作用尚未得到研究。本研究的目的是调查NF-κB/Snail/YY1/RKIP信号通路在MM中的作用,以及每个基因如何与环路中的其他基因相关联。通过对多发性骨髓瘤研究联盟的多发性骨髓瘤基因组学门户中包含的四个数据集的数据进行基因集富集分析和基因邻域分析,我们确定了与NF-κB/Snail/YY1/RKIP信号通路每个成员相关的各种富集基因集。在每个数据集中,分离出与该信号通路基因共表达最显著的20个基因,并进行基因本体论和京都基因与基因组百科全书富集分析。其中,我们重点关注了FNDC3B、TPD52、BBX、MBNL1和MFAP2。许多共表达基因参与代谢过程和核酸结合的调节,或者是转录因子结合基因和具有金属肽酶活性的基因。转录因子FOXO4、GATA结合因子、Sp1和AP4最有可能影响NF-κB/Snail/YY1/RKIP信号通路基因的表达。对各种GEO数据集的计算分析显示,与正常浆细胞相比,MM中的YY1和RKIP水平升高,与正常B淋巴细胞相比,MM中的RKIP水平也升高。本研究突出了NF-κB/Snail/YY1/RKIP信号通路基因与多发性骨髓瘤中特定癌症相关基因集之间的关系。

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