Identification of differentially expressed miRNAs and miRNA-targeted genes in bladder cancer
PDF | HTML | Supplementary Files | How to cite
Metrics: PDF 1456 views | HTML 2594 views | ?
Jong-Young Lee1,9,10,*, Seok Joong Yun2,*, Pildu Jeong2, Xuan-Mei Piao2, Ye-Hwan Kim2, Jihye Kim9, Sathiyamoorthy Subramaniyam9, Young Joon Byun2, Ho Won Kang2, Sung Phil Seo2, Jayoung Kim3, Jung Min Kim4, Eun Sang Yoo5, Isaac Y. Kim6, Sung-Kwon Moon7, Yung Hyun Choi8 and Wun-Jae Kim2
1Department of Business Data Convergence, Chungbuk National University, Cheongju, Republic of Korea
2Department of Urology, College of Medicine, Chungbuk National University, Cheongju, Republic of Korea
3Department of Surgery, Department of Biomedical Sciences, Cedars-Sinai Medical Center, University of California Los Angeles, Los Angeles, California, USA
4NAR Center, Inc., Daejeon Oriental Hospital of Daejeon University, Daejeon, Republic of Korea
5Department of Urology, Kyungpook National University Hospital, Kyungpook National University School of Medicine, Daegu, Republic of Korea
6Section of Urologic Oncology and Dean and Betty Gallo Prostate Cancer Center, The Cancer Institute of New Jersey and Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
7Department of Food Science and Technology, Chung-Ang University, Ansung, Republic of Korea
8Department of Biochemistry, College of Oriental Medicine, Dong-Eui University, Busan, Republic of Korea
9Microarray Division, Theragen Etex Bio Institute, Suwon, Republic of Korea
10Microarray Division, SNP Medicine Co., Ltd, Suwon, Republic of Korea
*These authors made an equal contribution to this article
Wun-Jae Kim, email: [email protected]
Keywords: bladder cancer tumorigenesis; miRNA; mRNA; miRNA-mRNA interaction; transcription factor
Received: January 31, 2017 Accepted: August 28, 2017 Epub: February 07, 2018 Published: June 12, 2018
Background: Differentially expressed genes and their post-transcriptional regulator-microRNAs (miRNAs), are potential keys to pioneering cancer diagnosis and treatment. The aim of this study was to investigate how the miRNA-mRNA interactions might affect the tumorigenesis of bladder cancer (BC) and to identify specific miRNA and mRNA genetic markers in the two BC types: non-muscle invasive bladder cancer (NMIBC) and muscle invasive bladder cancer (MIBC).
Results: We identified 227 genes that interacted with 54 miRNAs in NMIBC, and 14 genes that interacted with 10 miRNAs in MIBC. Based on this data, we found extracellular matrix-related genes are highly enriched in NMIBC while genes related to core nuclear division are highly enriched in MIBC. Furthermore, using a transcriptional regulatory element database, we found indirect regulatory transcription factors (TFs) for enriched genes could regulate tumorigenesis with or without miRNAs.
Materials and methods: Tissue samples from 234 patients histologically diagnosed with BC and 83 individuals without BC were analyzed using microarray and next-generation sequencing technology, and we used different cut-offs to identify differentially expressed mRNAs and miRNAs in NMIBC and MIBC. The selected mRNAs and miRNAs were paired using validated target datasets and according to inverse expression relationships. MiRNA interacted genes were compared with the TF-regulating genes in BC. Meanwhile, pathway enrichment analysis was performed to identify the functions of selected miRNAs and genes.
Conclusions: Identification of differential gene expression in specific tumor types could facilitate development of cancer diagnosis and aid in the early detection of BC.
All site content, except where otherwise noted, is licensed under a Creative Commons Attribution 3.0 License.