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多组学数据的综合分析揭示了 DDB1-CUL4 相关因子在人类肺腺癌中的不同影响。

Integrative analysis of multi-omics data reveals distinct impacts of DDB1-CUL4 associated factors in human lung adenocarcinomas.

机构信息

Department of Laboratory Medicine, Nanjing Chest Hospital, 215 Guangzhou Road, Nanjing, 210029, China.

Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA.

出版信息

Sci Rep. 2017 Mar 23;7(1):333. doi: 10.1038/s41598-017-00512-1.

Abstract

Many DDB1-CUL4 associated factors (DCAFs) have been identified and serve as substrate receptors. Although the oncogenic role of CUL4A has been well established, specific DCAFs involved in cancer development remain largely unknown. Here we infer the potential impact of 19 well-defined DCAFs in human lung adenocarcinomas (LuADCs) using integrative omics analyses, and discover that mRNA levels of DTL, DCAF4, 12 and 13 are consistently elevated whereas VBRBP is reduced in LuADCs compared to normal lung tissues. The transcriptional levels of DCAFs are significantly correlated with their gene copy number variations. SKIP2, DTL, DCAF6, 7, 8, 13 and 17 are frequently gained whereas VPRBP, PHIP, DCAF10, 12 and 15 are frequently lost. We find that only transcriptional level of DTL is robustly, significantly and negatively correlated with overall survival across independent datasets. Moreover, DTL-correlated genes are enriched in cell cycle and DNA repair pathways. We also identified that the levels of 25 proteins were significantly associated with DTL overexpression in LuADCs, which include significant decreases in protein level of the tumor supressor genes such as PDCD4, NKX2-1 and PRKAA1. Our results suggest that different CUL4-DCAF axis plays the distinct roles in LuADC development with possible relevance for therapeutic target development.

摘要

许多 DDB1-CUL4 相关因子 (DCAFs) 已被鉴定出来,并作为底物受体。虽然 CUL4A 的致癌作用已得到充分证实,但参与癌症发展的特定 DCAFs 仍知之甚少。在这里,我们使用综合组学分析推断 19 种明确的 DCAFs 在人类肺腺癌 (LuADCs) 中的潜在影响,并发现与正常肺组织相比,DTL、DCAF4、12 和 13 的 mRNA 水平在 LuADCs 中持续升高,而 VBRBP 则降低。DCAFs 的转录水平与其基因拷贝数变化显著相关。SKIP2、DTL、DCAF6、7、8、13 和 17 频繁获得,而 VPRBP、PHIP、DCAF10、12 和 15 频繁丢失。我们发现,只有 DTL 的转录水平在独立数据集之间与总生存期呈稳健、显著和负相关。此外,DTL 相关基因富集在细胞周期和 DNA 修复途径中。我们还发现,在 LuADCs 中,25 种蛋白质的水平与 DTL 的过表达显著相关,其中包括肿瘤抑制基因如 PDCD4、NKX2-1 和 PRKAA1 的蛋白水平显著降低。我们的研究结果表明,不同的 CUL4-DCAF 轴在 LuADC 发展中发挥着不同的作用,这可能与治疗靶点的开发有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e887/5428704/481f6a167888/41598_2017_512_Fig1_HTML.jpg

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