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      The NF-κB signalling pathway in colorectal cancer: associations between dysregulated gene and miRNA expression

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          Abstract

          Background

          The nuclear factor-kappa B (NF-κB) signalling pathway is a regulator of immune response and inflammation that has been implicated in the carcinogenic process. We examined differentially expressed genes in this pathway and miRNAs to determine associations with colorectal cancer (CRC).

          Methods

          We used data from 217 CRC cases to evaluate differences in NF-κB signalling pathway gene expression between paired carcinoma and normal mucosa and identify miRNAs that are associated with these genes. Gene expression data from RNA-Seq and miRNA expression data from Agilent Human miRNA Microarray V19.0 were analysed. We evaluated genes most strongly associated and differentially expressed (fold change (FC) of > 1.5 or < 0.67) that were statistically significant after adjustment for multiple comparisons.

          Results

          Of the 92 genes evaluated, 22 were significantly downregulated and nine genes were significantly upregulated in all tumours. Two additional genes ( CD14 and CSNK2A1) were dysregulated in MSS tumours and two genes ( CARD11 and VCAM1) were downregulated and six genes were upregulated ( LYN, TICAM2, ICAM1, IL1B, CCL4 and PTGS2) in MSI tumours. Sixteen of the 21 dysregulated genes were associated with 40 miRNAs. There were 76 miRNA:mRNA associations of which 38 had seed-region matches. Genes were associated with multiple miRNAs, with TNFSRF11A ( RANK) being associated with 15 miRNAs. Likewise several miRNAs were associated with multiple genes (miR-150-5p with eight genes, miR-195-5p with four genes, miR-203a with five genes, miR-20b-5p with four genes, miR-650 with six genes and miR-92a-3p with five genes).

          Conclusions

          Focusing on the genes and their associated miRNAs within the entire signalling pathway provides a comprehensive understanding of this complex pathway as it relates to CRC and offers insight into potential therapeutic agents.

          Electronic supplementary material

          The online version of this article (10.1007/s00432-017-2548-6) contains supplementary material, which is available to authorised users.

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          Most cited references29

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            miRTarBase 2016: updates to the experimentally validated miRNA-target interactions database

            MicroRNAs (miRNAs) are small non-coding RNAs of approximately 22 nucleotides, which negatively regulate the gene expression at the post-transcriptional level. This study describes an update of the miRTarBase (http://miRTarBase.mbc.nctu.edu.tw/) that provides information about experimentally validated miRNA-target interactions (MTIs). The latest update of the miRTarBase expanded it to identify systematically Argonaute-miRNA-RNA interactions from 138 crosslinking and immunoprecipitation sequencing (CLIP-seq) data sets that were generated by 21 independent studies. The database contains 4966 articles, 7439 strongly validated MTIs (using reporter assays or western blots) and 348 007 MTIs from CLIP-seq. The number of MTIs in the miRTarBase has increased around 7-fold since the 2014 miRTarBase update. The miRNA and gene expression profiles from The Cancer Genome Atlas (TCGA) are integrated to provide an effective overview of this exponential growth in the miRNA experimental data. These improvements make the miRTarBase one of the more comprehensively annotated, experimentally validated miRNA-target interactions databases and motivate additional miRNA research efforts.
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              microRNAs and the immune response

              Although the immune response is predominantly controlled at the transcriptional level, microRNA-mediated RNA interference is emerging as an important regulatory mechanism that operates at the translation level. Specifically, recent studies indicate that those miRNAs that are selectively and/or highly expressed in immune cells including the miR-17–92 cluster, miR-150, miR-155, miR-181 and miR-223 have a ‘permissive’ function in the maturation, proliferation and differentiation of myeloid and lymphoid cells. Importantly, these actions of miRNAs often involve interactions with transcription factors. In contrast, the rapid and transient induction of miR-9, miR-146a and miR-155 has been speculated to negatively regulate the acute responses following activation of innate immune through down-regulation of proteins involved in the receptor-induced signalling pathways.
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                Author and article information

                Contributors
                marty.slattery@hsc.utah.edu
                Journal
                J Cancer Res Clin Oncol
                J. Cancer Res. Clin. Oncol
                Journal of Cancer Research and Clinical Oncology
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                0171-5216
                1432-1335
                29 November 2017
                29 November 2017
                2018
                : 144
                : 2
                : 269-283
                Affiliations
                [1 ]ISNI 0000 0001 2193 0096, GRID grid.223827.e, Department of Medicine, , University of Utah, ; 383 Colorow, Salt Lake City, UT 84108 USA
                [2 ]ISNI 0000 0000 9957 7758, GRID grid.280062.e, Division of Research, , Kaiser Permanente Northern California, ; Oakland, CA USA
                [3 ]ISNI 0000 0001 2193 0096, GRID grid.223827.e, Department of Pathology, , University of Utah, ; Salt Lake City, UT USA
                [4 ]ISNI 0000 0001 2185 8768, GRID grid.53857.3c, Department of Mathematics and Statistics, , Utah State University, ; Logan, UT USA
                Author information
                http://orcid.org/0000-0002-1655-6543
                Article
                2548
                10.1007/s00432-017-2548-6
                5794831
                29188362
                18c3480c-2c09-4684-a871-1a4459975c80
                © The Author(s) 2017

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

                History
                : 10 October 2017
                : 20 November 2017
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100000054, National Cancer Institute;
                Award ID: CA163683
                Award Recipient :
                Categories
                Original Article – Cancer Research
                Custom metadata
                © Springer-Verlag GmbH Germany, part of Springer Nature 2018

                Oncology & Radiotherapy
                nf-κb,colorectal cancer,mirna,mrna,tnfsfr11a
                Oncology & Radiotherapy
                nf-κb, colorectal cancer, mirna, mrna, tnfsfr11a

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