Literature DB >> 30132996

Integrative analysis of significant RNA-binding proteins in colorectal cancer metastasis.

Bin Zhou1, Rui Guo2.   

Abstract

The aberrant expression of RNA-binding proteins (RBPs) plays a crucial role in the occurrence and progression of human cancer. However, the key functions of RBPs in the metastasis of colorectal cancer have not yet been fully elucidated. Here, we integrated multi-omics data and identified four differentially expressed RBPs (APOBEC3G, EEF1A2, EIF5AL1 and CELF3) in patients with colorectal cancer metastasis. To clarify the underlying molecular mechanisms, we systematically analyzed the genomic features and downstream regulatory relationships of the four RBPs. In a genomic level, the copy number variations of APOBEC3G, EEF1A2, and CELF3 demonstrated significantly differential distributions between metastatic and nonmetastatic patients. Besides that, combining sequence and expression information, we identified 436 putative RNA targets regulated by the four RBPs through strict multistep bioinformatics screening. For the downstream analysis, the evidence from functional enrichment analysis and public literature indicated the roles of these target genes in the carcinogenesis and progression of colorectal cancer. Furthermore, through the machine learning algorithm and statistical analysis, we obtained two gene candidates that had obvious effects on the metastasis and overall survival status of patients with colorectal cancer. In summary, our study comprehensively explored the influence of APOBEC3G, EEF1A2, EIF5AL1, and CELF3 in colorectal cancer metastasis, which may offer favorable perspectives for clinical diagnosis and therapy.
© 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  RNA-binding protein (RBP); colorectal cancer; machine learning; metastasis; survival analysis

Mesh:

Substances:

Year:  2018        PMID: 30132996     DOI: 10.1002/jcb.27290

Source DB:  PubMed          Journal:  J Cell Biochem        ISSN: 0730-2312            Impact factor:   4.429


  5 in total

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2.  Construction and validation of an RNA-binding protein-associated prognostic model for colorectal cancer.

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Review 3.  CELF Family Proteins in Cancer: Highlights on the RNA-Binding Protein/Noncoding RNA Regulatory Axis.

Authors:  Maryam Nasiri-Aghdam; Texali C Garcia-Garduño; Luis Felipe Jave-Suárez
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4.  RBPTD: a database of cancer-related RNA-binding proteins in humans.

Authors:  Kun Li; Zhi-Wei Guo; Xiang-Ming Zhai; Xue-Xi Yang; Ying-Song Wu; Tian-Cai Liu
Journal:  Database (Oxford)       Date:  2020-01-01       Impact factor: 3.451

5.  Identification of Autophagy-Associated Biomarkers and Corresponding Regulatory Factors in the Progression of Colorectal Cancer.

Authors:  Chunrui Zhang; Jing Jiang; Liqiang Wang; Liyu Zheng; Jiankai Xu; Xiaolin Qi; Huiying Huang; Jianping Lu; Kongning Li; Hong Wang
Journal:  Front Genet       Date:  2020-03-18       Impact factor: 4.599

  5 in total

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