Identification of differentially expressed miRNAs and mRNAs associated with the regulation of breast cancer via in silico and in vitro methods

被引:0
作者
Telkoparan-Akillilar, Pelin [1 ]
Cevik, Dilek [1 ]
机构
[1] Yuksek Ihtisas Univ, Fac Med, Dept Med Biol, 18A,1505 St, TR-06530 Ankara, Turkiye
关键词
Breast cancer; miRNA; Biomarker; Lysine degradation pathway;
D O I
10.1007/s10616-023-00583-1
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
miRNA expressions are altered during development of breast cancer (BC). The aim of this study is to identify novel cancer-related miRNAs and pathways to understand the mechanisms of BC subtypes. GSE59247 dataset was downloaded from gene expression omnibus (GEO) database and analyzed with GEO2R software. The differential miRNA expressions in BC cells were evaluated by miRNome PCR array. Venn diagram was used to reveal co-differentially expressed miRNAs between GSE59247 dataset and miRNome array. Clinical prognostic significance of selected miRNAs was evaluated via Kaplan Meier curve. KEGG pathway enrichment analysis was performed to find miRNA targets and results were validated by TNM plot analysis and q-RT-PCR. TargetScan database was used to predict the association of miRNAs and 3'-untranslated regions of target genes and their expressions were visualized by human protein atlas database. Venn diagram analysis showed overlap of 11 miRNAs from in silico and in vitro analysis. KEGG analysis revealed `Lysine Degradation Pathway' as the most significantly enriched targeted pathway. q-RT-PCR results confirmed that Lysine degradation pathway related genes SETD7, SETDB2, EHHADH, SETMAR, KMT2A and SUV39H2 were differentially expressed in BC cells. Target prediction analysis identified binding sites between miR-1323-5p and 3'-UTR of SETD7, miR-129-5p and 3'-UTR of EHHADH and miR-628-5p and 3'-UTR of SETDB2 mRNA. Notably, miR-1323-5p, miR-129-5p, and miR-628-5p are differentially expressed in BC and they bind to 3'UTR of critical genes of Lysine degradation pathway, namely SETD7, SETDB2 and EHHADH. These miRNAs might serve as potential diagnostic and prognostic biomarkers for progression.
引用
收藏
页码:363 / 379
页数:17
相关论文
共 42 条
[1]   Transcriptome profiling revealed multiple genes and ECM-receptor interaction pathways that may be associated with breast cancer [J].
Bao, Yulong ;
Wang, Li ;
Shi, Lin ;
Yun, Fen ;
Liu, Xia ;
Chen, Yongxia ;
Chen, Chen ;
Ren, Yanni ;
Jia, Yongfeng .
CELLULAR & MOLECULAR BIOLOGY LETTERS, 2019, 24 (1)
[2]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[3]   TNMplot.com: A Web Tool for the Comparison of Gene Expression in Normal, Tumor and Metastatic Tissues [J].
Bartha, Aron ;
Gyorffy, Balazs .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (05) :1-12
[4]   Deregulated microRNAs in triple-negative breast cancer revealed by deep sequencing [J].
Chang, Yao-Yin ;
Kuo, Wen-Hung ;
Hung, Jui-Hui ;
Lee, Chien-Yueh ;
Lee, Yung-Hua ;
Chang, Ya-Chu ;
Lin, Wen-Chun ;
Shen, Cheng-Ying ;
Huang, Chiun-Sheng ;
Hsieh, Fon-Jou ;
Lai, Liang-Chuan ;
Tsai, Mong-Hsun ;
Chang, King-Jen ;
Chuang, Eric Y. .
MOLECULAR CANCER, 2015, 14
[5]   Increased Expression of SETD7 Promotes Cell Proliferation by Regulating Cell Cycle and Indicates Poor Prognosis in Hepatocellular Carcinoma [J].
Chen, Yuanyuan ;
Yang, Shengsheng ;
Hu, Jiewei ;
Yu, Chaoqin ;
He, Miaoxia ;
Cai, Zailong .
PLOS ONE, 2016, 11 (05)
[6]   Breast Cancer Cell Line Classification and Its Relevance with Breast Tumor Subtyping [J].
Dai, Xiaofeng ;
Cheng, Hongye ;
Bai, Zhonghu ;
Li, Jia .
JOURNAL OF CANCER, 2017, 8 (16) :3131-3141
[7]   Identification of Cancer-associated metabolic vulnerabilities by modeling multi-objective optimality in metabolism [J].
Dai, Ziwei ;
Yang, Shiyu ;
Xu, Liyan ;
Hu, Hongrong ;
Liao, Kun ;
Wang, Jianghuang ;
Wang, Qian ;
Gao, Shuaishi ;
Li, Bo ;
Lai, Luhua .
CELL COMMUNICATION AND SIGNALING, 2019, 17 (01)
[8]   Histone demethylases in chromatin biology and beyond [J].
Dimitrova, Emilia ;
Turberfield, Anne H. ;
Klose, Robert J. .
EMBO REPORTS, 2015, 16 (12) :1620-1639
[9]   Histone-lysine N-methyltransferase SETD7 is a potential serum biomarker for colorectal cancer patients [J].
Duan, Baojun ;
Bai, Jun ;
Qiu, Jian ;
Wang, Jianhua ;
Tong, Cong ;
Wang, Xiaofei ;
Miao, Jiyu ;
Li, Zongfang ;
Li, Wensheng ;
Yang, Juan ;
Huang, Chen .
EBIOMEDICINE, 2018, 37 :134-143
[10]   MiR-192 and miR-662 enhance chemoresistance and invasiveness of squamous cell lung carcinoma [J].
Filipska, Martyna ;
Skrzypski, Marcin ;
Czetyrbok, Katarzyna ;
Stokowy, Tomasz ;
Stasilojc, Grzegorz ;
Supernat, Anna ;
Jassem, Jacek ;
Zaczek, Anna J. ;
Bigda, Jacek .
LUNG CANCER, 2018, 118 :111-118