Identification and comprehensive analysis of epithelial-mesenchymal transition related target genes of miR-222-3p in breast cancer

被引:3
作者
Fang, Yutong [1 ,2 ]
Zhang, Qunchen [1 ,2 ]
Chen, Chunfa [1 ,2 ]
Chen, Zexiao [1 ,2 ]
Zheng, Rongji [1 ,2 ]
She, Chuanghong [1 ,2 ]
Zhang, Rendong [1 ,2 ]
Wu, Jundong [1 ,2 ]
机构
[1] Shantou Univ, Canc Hosp, Med Coll, Breast Ctr, Shantou, Guangdong, Peoples R China
[2] Shantou Univ, Canc Hosp, Med Coll, Dept Cent Lab, Shantou, Guangdong, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
关键词
breast cancer; miR-222-3p; epithelial-mesenchymal transition; target gene; diagnosis; prognosis; immune infiltration; drug sensitivity; SIGNALING PATHWAY; PROGNOSIS; CELLS; EMT; METASTASIS; RESISTANCE; MUC1;
D O I
10.3389/fonc.2023.1189635
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundEpithelial-mesenchymal transition (EMT) is a crucial mechanism that microRNA-222-3p (miR-222-3p) promotes breast cancer (BC) progression. Our study aimed to identify EMT-associated target genes (ETGs) of miR-222-3p for further analysis of their roles in BC based on bioinformatics tools. MethodsBased on bioinformatics analysis, we identified 10 core ETGs of miR-222-3p. Then, we performed a comprehensive analysis of 10 ETGs and miR-222-3p, including pathway enrichment analysis of ETGs, differential expression, clinical significance, correlation with immune cell infiltration, immune checkpoint genes (ICGs) expression, tumor mutational burden (TMB), microsatellite instability (MSI), stemness, drug sensitivity, and genetic alteration. ResultsThe expression of miR222-3p in basal-like BC was significantly higher than in other subtypes of BC and the normal adjacent tissue. Pathway analysis suggested that the ETGs might regulate the EMT process via the PI3K-Akt and HIF-1 signaling pathway. Six of the 10 core ETGs of miR-222-3p identified were down-expressed in BC, which were EGFR, IL6, NRP1, NTRK2, LAMC2, and PIK3R1, and SERPINE1, MUC1, MMP11, and BIRC5 were up-expressed in BC, which also showed potential diagnostic values in BC. Prognosis analysis revealed that higher NTRK2 and PIK3R1 expressions were related to a better prognosis, and higher BIRC5 and miR-222-3p expressions were related to a worse prognosis. Most ETGs and miR-222-3p were positively correlated with various infiltration of various immune cells and ICGs expression. Lower TMB scores were correlated with higher expression of MUC1 and NTRK2, and higher BIRC5 was related to a higher TMB score. Lower expression of MUC1, NTRK2, and PIK3R1 were associated with higher MSI scores. Higher expression of ETGs was associated with lower mRNAsi scores, except BIRC5 and miR-222-3p conversely. Most ETGs and miR-222-3p expression were negatively correlated with the drug IC50 values. The analysis of the genetic alteration of the ETGs suggested that amplification was the main genetic alteration of eight ETGs except for NTRK2 and PIK3R1. ConclusionMiR-222-3p might be a specific biomarker of basal-like BC. We successfully identify 10 core ETGs of miR-222-3p, some might be useful diagnostic and prognostic biomarkers. The comprehensive analysis of 10 ETGs and miR-222-3p indicated that they might be involved in the development of BC, which might be novel therapeutic targets for the treatment of BC.
引用
收藏
页数:20
相关论文
共 71 条
[1]   Expression Analysis of MicroRNA-222 in Breast Cancer [J].
Amini, Sima ;
Abak, Atefeh ;
Estiar, Mehrdad A. ;
Montazeri, Vahid ;
Abhari, Alireza ;
Sakhinia, Ebrahim .
CLINICAL LABORATORY, 2018, 64 (04) :491-496
[2]   EMT, MET, Plasticity, and Tumor Metastasis [J].
Bakir, Basil ;
Chiarella, Anna M. ;
Pitarresi, Jason R. ;
Rustgi, Anil K. .
TRENDS IN CELL BIOLOGY, 2020, 30 (10) :764-776
[3]   Ectopic Expression of MiR-125a Inhibits the Proliferation and Metastasis of Hepatocellular Carcinoma by Targeting MMP11 and VEGF [J].
Bi, Qian ;
Tang, Shanhong ;
Xia, Lin ;
Du, Rui ;
Fan, Rui ;
Gao, Liucun ;
Jin, Jiang ;
Liang, Shuhui ;
Chen, Zheng ;
Xu, Guanghui ;
Nie, Yongzhan ;
Wu, Kaichun ;
Liu, Jie ;
Shi, Yongquan ;
Ding, Jie ;
Fan, Daiming .
PLOS ONE, 2012, 7 (06)
[4]   Landscape of Microsatellite Instability Across 39 Cancer Types [J].
Bonneville, Russell ;
Krook, Melanie A. ;
Kautto, Esko A. ;
Miya, Jharna ;
Wing, Michele R. ;
Chen, Hui-Zi ;
Reeser, Julie W. ;
Yu, Lianbo ;
Roychowdhury, Sameek .
JCO PRECISION ONCOLOGY, 2017, 1 :1-15
[5]   Intrahepatic Cholangiocarcinoma Cells Promote Epithelial-mesenchymal Transition of Hepatocellular Carcinoma Cells by Secreting LAMC2 [J].
Cen, Wenda ;
Li, Jiandong ;
Tong, Chenhao ;
Zhang, Weiguang ;
Zhao, Yunfeng ;
Lu, Baochun ;
Yu, Jianhua .
JOURNAL OF CANCER, 2021, 12 (12) :3448-3457
[6]   Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden [J].
Chalmers, Zachary R. ;
Connelly, Caitlin F. ;
Fabrizio, David ;
Gay, Laurie ;
Ali, Siraj M. ;
Ennis, Riley ;
Schrock, Alexa ;
Campbell, Brittany ;
Shlien, Adam ;
Chmielecki, Juliann ;
Huang, Franklin ;
He, Yuting ;
Sun, James ;
Tabori, Uri ;
Kennedy, Mark ;
Lieber, Daniel S. ;
Roels, Steven ;
White, Jared ;
Otto, Geoffrey A. ;
Ross, Jeffrey S. ;
Garraway, Levi ;
Miller, Vincent A. ;
Stephens, Phillip J. ;
Frampton, Garrett M. .
GENOME MEDICINE, 2017, 9
[7]   Neuropilin 1: function and therapeutic potential in cancer [J].
Chaudhary, Belal ;
Khaled, Yazan S. ;
Ammori, Basil J. ;
Elkord, Eyad .
CANCER IMMUNOLOGY IMMUNOTHERAPY, 2014, 63 (02) :81-99
[8]   Neuropilin-1: a checkpoint target with unique implications for cancer immunology and immunotherapy [J].
Chuckran, Christopher A. ;
Liu, Chang ;
Bruno, Tullia C. ;
Workman, Creg J. ;
Vignali, Dario A. A. .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 8 (02)
[9]   PIK3R1 underexpression is an independent prognostic marker in breast cancer [J].
Cizkova, Magdalena ;
Vacher, Sophie ;
Meseure, Didier ;
Trassard, Martine ;
Susini, Aurelie ;
Mlcuchova, Dana ;
Callens, Celine ;
Rouleau, Etienne ;
Spyratos, Frederique ;
Lidereau, Rosette ;
Bieche, Ivan .
BMC CANCER, 2013, 13
[10]   Graphene-based nanomaterials for breast cancer treatment: promising therapeutic strategies [J].
Cui, Guangman ;
Wu, Junrong ;
Lin, Jiaying ;
Liu, Wenjing ;
Chen, Peixian ;
Yu, Meng ;
Zhou, Dan ;
Yao, Guangyu .
JOURNAL OF NANOBIOTECHNOLOGY, 2021, 19 (01)