A systems biology approach and in vitro experiment indicated Rapamycin targets key cancer and cell cycle-related genes and miRNAs in triple-negative breast cancer cells

被引:5
|
作者
Tafti, Ali [1 ]
Shojaei, Samaneh [2 ]
Zali, Hakimeh [2 ]
Karima, Saeed [3 ]
Mohammadi-Yeganeh, Samira [4 ,5 ]
Mondanizadeh, Mahdieh [1 ,6 ]
机构
[1] Arak Univ Med Sci, Fac Med, Dept Biotechnol & Mol Med, Arak, Iran
[2] Shahid Beheshti Univ Med Sci, Sch Adv Technol Med, Dept Tissue Engn & Appl Cell Sci, Tehran, Iran
[3] Shahid Beheshti Univ Med Sci, Sch Med, Dept Clin Biochem, Tehran, Iran
[4] Shahid Beheshti Univ Med Sci, Med Nanotechnol & Tissue Engn Res Ctr, Tehran, Iran
[5] Shahid Beheshti Univ Med Sci, Sch Adv Technol Med, Dept Med Biotechnol, Tehran, Iran
[6] Arak Univ Med Sci, Mol & Med Res Ctr, Arak, Iran
关键词
gene expression; miRNA; qRT-PCR; Rapamycin; systems biology; triple negative breast cancer; GROWTH-FACTOR; MTOR; PROLIFERATION; PATHWAY; APOPTOSIS; THERAPY; VEGF; MYC;
D O I
10.1002/mc.23628
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
An anticancer drug known as Rapamycin acts by inhibiting the mammalian target of the Rapamycin pathway. This agent has recently been investigated for its potential therapeutic benefits in sensitizing drug-resistant breast cancer (BC) treatment. The molecular mechanism underlying these effects, however, is still a mystery. Using a systems biology method and in vitro experiment, this study sought to discover essential genes and microRNAs (miRNAs) targeted by Rapamycin in triple-negative BC (TNBC) cells to aid prospective new medications with less adverse effects in BC treatment. We developed the transcription factor-miRNA-gene and protein-protein interaction networks using the freely accessible microarray data sets. FANMOD and MCODE were utilized to identify critical regulatory motifs, clusters, and seeds. Then, functional enrichment analyses were conducted. Using topological analysis and motif detection, the most important genes and miRNAs were discovered. We used quantitative real-time polymerase chain reaction (qRT-PCR) to examine the effect of Rapamycin on the expression of the selected genes and miRNAs to verify our findings. We performed flow cytometry to investigate Rapamycin's impact on cell cycle and apoptosis. Furthermore, wound healing and migration assays were done. Three downregulated (PTGS2, EGFR, VEGFA) and three upregulated (c-MYC, MAPK1, PIK3R1) genes were chosen as candidates for additional experimental verification. There were also three upregulated miRNAs (miR-92a, miR-16, miR-20a) and three downregulated miRNAs (miR-146a, miR-145, miR-27a) among the six selected miRNAs. The qRT-PCR findings in MDA-MB-231 cells indicated that c-MYC, MAPK1, PIK3R1, miR-92a, miR-16, and miR-20a expression levels were considerably elevated following Rapamycin treatment, whereas PTGS2, EGFR, VEGFA, miR-146a, and miR-145 expression levels were dramatically lowered (p < 0.05). These genes are engaged in cancer pathways, transcriptional dysregulation in cancer, and cell cycle, according to the top pathway enrichment findings. Migration and wound healing abilities of the cells declined after Rapamycin treatment, and the number of apoptotic cells increased. We demonstrated that Rapamycin suppresses cell migration and metastasis in the TNBC cell line. In addition, our data indicated that Rapamycin induces apoptosis in this cell line. The discovered vital genes and miRNAs affected by Rapamycin are anticipated to have crucial roles in the pathogenesis of TNBC and its therapeutic resistance.
引用
收藏
页码:1960 / 1973
页数:14
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