Construction of ceRNA network and identification of hub differentially expressed genes associated with breast cancer using reanalysis of microarray dataset: A systems biology approach

被引:2
作者
Rad, Lina Moallemi [1 ]
Safarzadeh, Arash [2 ]
Taheri, Mohammad [3 ,4 ]
Ghafouri-Fard, Soudeh [5 ]
Eghbali, Ahmad [6 ]
机构
[1] Univ Mazandaran, Fac Basic Sci, Dept Mol & Cell Biol, Babolsar, Iran
[2] Shahid Beheshti Univ Med Sci, Photochem Res Ctr, Tehran, Iran
[3] Jena Univ Hosp, Inst Human Genet, Jena, Germany
[4] Shahid Beheshti Univ Med Sci, Urol & Nephrol Res Ctr, Tehran, Iran
[5] Shahid Beheshti Univ Med Sci, Sch Med, Dept Med Genet, Tehran, Iran
[6] Shahid Beheshti Univ Med Sci, Mofid Children Hosp, Anesthesiol Res Ctr, Tehran, Iran
关键词
Breast cancer; CeRNA; LncRNA; MiRNA; Biomarker; LONG NONCODING RNA; CELLS;
D O I
10.1016/j.prp.2023.154838
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
The interaction between long non-coding RNAs (lncRNAs), miRNAs and mRNAs has implications in the patho-genesis of different cancer, including breast cancer. In the current study, we developed an in-silico approach to ascertain the competing endogenous RNA (ceRNA) network in breast cancer. Our approach led to identification of 1816 differentially expressed (DE) mRNAs, including 1039 downregulated DEmRNAs (such as LEP and ADIPOQ) and 777 upregulated DEmRNAs (such as COL11A1 and COL10A1), 19 DElncRNAs, including 15 downregulated DElncRNAs (such as CARMN and COPG2IT1) and 4 upregulated DElncRNAs (such as MALAT1 and NRAV) and 27 DEmiRNAs, including 15 downregulated DEmiRNAs (such as MIR452 and MIR224) and 12 upregulated DEmiRNAs (such as MIR6787 and MIR21). Pathway analysis revealed down-regulation of PPAR, Fatty acid metabolism, Adipocytokine, Vascular smooth muscle contraction and Metabolism of xenobiotics by cytochrome P450, while up-regulation of Pyrimidine metabolism, p53 signaling pathway, Cell cycle, Oocyte meiosis and RNA transport pathways in breast cancer. Finally, we constructed an lncRNA/miRNA/mRNA ceRNA network consisted of 2 lncRNAs, 15 mRNAs, and 4 miRNAs. This network represents an appropriate target for design of anti-cancer modalities and documentation of novel markers for breast cancer.
引用
收藏
页数:13
相关论文
共 29 条
[1]   MALAT1 long non-coding RNA and breast cancer [J].
Arun, Gayatri ;
Spector, David L. .
RNA BIOLOGY, 2019, 16 (06) :860-863
[2]   Comprehensive analysis of ceRNA networks reveals prognostic lncRNAs related to immune infiltration in colorectal cancer [J].
Chen, Jingyi ;
Song, Yuxuan ;
Li, Mei ;
Zhang, Yu ;
Lin, Tingru ;
Sun, Jie ;
Wang, Di ;
Liu, Yulan ;
Guo, Jingzhu ;
Yu, Weidong .
BMC CANCER, 2021, 21 (01)
[3]   miRDB: an online database for prediction of functional microRNA targets [J].
Chen, Yuhao ;
Wang, Xiaowei .
NUCLEIC ACIDS RESEARCH, 2020, 48 (D1) :D127-D131
[4]   Systematic analysis of lncRNA-miRNA-mRNA competing endogenous RNA network identifies four-lncRNA signature as a prognostic biomarker for breast cancer [J].
Fan, Chun-Ni ;
Ma, Lei ;
Liu, Ning .
JOURNAL OF TRANSLATIONAL MEDICINE, 2018, 16
[5]   Integrated analysis of lncRNA-miRNA-mRNA ceRNA network and the potential prognosis indicators in sarcomas [J].
Gao, Lu ;
Zhao, Yu ;
Ma, Xuelei ;
Zhang, Ling .
BMC MEDICAL GENOMICS, 2021, 14 (01)
[6]   affy -: analysis of Affymetrix GeneChip data at the probe level [J].
Gautier, L ;
Cope, L ;
Bolstad, BM ;
Irizarry, RA .
BIOINFORMATICS, 2004, 20 (03) :307-315
[7]   The interaction between miRNAs/lncRNAs and Notch pathway in human disorders [J].
Ghafouri-Fard, Soudeh ;
Glassy, Mark C. ;
Abak, Atefe ;
Hussen, Bashdar Mahmud ;
Niazi, Vahid ;
Taheri, Mohammad .
BIOMEDICINE & PHARMACOTHERAPY, 2021, 138
[8]   Competing endogenous RNA networks and gastric cancer [J].
Guo, Lei-Lei ;
Song, Chun-Hua ;
Wang, Peng ;
Dai, Li-Ping ;
Zhang, Jian-Ying ;
Wang, Kai-Juan .
WORLD JOURNAL OF GASTROENTEROLOGY, 2015, 21 (41) :11680-11687
[9]   Construction and Analysis of a ceRNA Network Reveals Potential Prognostic Markers in Colorectal Cancer [J].
Guo, Li ;
Yang, Guowei ;
Kang, Yihao ;
Li, Sunjing ;
Duan, Rui ;
Shen, Lulu ;
Jiang, Wenwen ;
Qian, Bowen ;
Yin, Zibo ;
Liang, Tingming .
FRONTIERS IN GENETICS, 2020, 11
[10]   miR2Disease: a manually curated database for microRNA deregulation in human disease [J].
Jiang, Qinghua ;
Wang, Yadong ;
Hao, Yangyang ;
Juan, Liran ;
Teng, Mingxiang ;
Zhang, Xinjun ;
Li, Meimei ;
Wang, Guohua ;
Liu, Yunlong .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D98-D104