Exploring miRNA-target gene profiles associated with drug resistance in patients with breast cancer receiving neoadjuvant chemotherapy

被引:2
作者
Kim, Min Woo [1 ]
Moon, Sol [1 ]
Lee, Suji [1 ]
Lee, Hyojung [1 ]
Kim, Young [1 ]
Kim, Joon Ye [1 ]
Kim, Jee Ye [1 ,2 ]
Kim, Seung Il [1 ,2 ]
机构
[1] Yonsei Univ, Dept Surg, Coll Med, Seoul 03722, South Korea
[2] Yonsei Univ, Dept Surg, Coll Med, 50-1 Yonsei Ro, Seoul 03722, South Korea
关键词
miRNA; exosomes; gene profile; drug resistance; breast cancer; neoadjuvant chemotherapy; R PACKAGE; MICRORNAS; SUPPRESSION; PACLITAXEL; PROGNOSIS; CELLS;
D O I
10.3892/ol.2024.14291
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Exosomal microRNAs (miRNAs) are closely related to drug resistance in patients with breast cancer (BC); however, only a few roles of the exosomal miRNA-target gene networks have been clinically implicated in drug resistance in BC. Therefore, the present study aimed to identify the differential expression of exosomal miRNAs associated with drug resistance and their target mRNAs. In vitro microarray analysis was used to verify differentially expressed miRNAs (DEMs) in drug-resistant BC. Next, tumor-derived exosomes (TDEs) were isolated. Furthermore, it was determined whether the candidate drug-resistant miRNAs were also significant in TDEs, and then putative miRNAs in TDEs were validated in plasma samples from 35 patients with BC (20 patients with BC showing no response and 15 patients with BC showing a complete response). It was confirmed that the combination of five exosomal miRNAs, including miR-125b-5p, miR-146a-5p, miR-484, miR-1246-5p and miR-1260b, was effective for predicting therapeutic response to neoadjuvant chemotherapy, with an area under the curve value of 0.95, sensitivity of 75%, and specificity of 95%. Public datasets were analyzed to identify differentially expressed genes (DEGs) related to drug resistance and it was revealed that BAK1, NOVA1, PTGER4, RTKN2, AGO1, CAP1, and ETS1 were the target genes of exosomal miRNAs. Networks between DEMs and DEGs were highly correlated with mitosis, metabolism, drug transport, and immune responses. Consequently, these targets could be used as predictive markers and therapeutic targets for clinical applications to enhance treatment outcomes for patients with BC.
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页数:14
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共 54 条
[1]   Regulation of multidrug resistance by microRNAs in anti-cancer therapy [J].
An, Xin ;
Sarmiento, Cesar ;
Tan, Tao ;
Zhu, Hua .
ACTA PHARMACEUTICA SINICA B, 2017, 7 (01) :38-51
[2]   Treatment landscape of triple-negative breast cancer - expanded options, evolving needs [J].
Bianchini, Giampaolo ;
De Angelis, Carmine ;
Licata, Luca ;
Gianni, Luca .
NATURE REVIEWS CLINICAL ONCOLOGY, 2022, 19 (02) :91-113
[3]   Hypoxia and Prostaglandin E Receptor 4 Signalling Pathways Synergise to Promote Endometrial Adenocarcinoma Cell Proliferation and Tumour Growth [J].
Catalano, Rob D. ;
Wilson, Martin R. ;
Boddy, Sheila C. ;
McKinlay, Andrew T. M. ;
Sales, Kurt J. ;
Jabbour, Henry N. .
PLOS ONE, 2011, 6 (05)
[4]   Elements of cancer immunity and the cancer-immune set point [J].
Chen, Daniel S. ;
Mellman, Ira .
NATURE, 2017, 541 (7637) :321-330
[5]   Immune infiltration patterns and identification of new diagnostic biomarkers GDF10, NCKAP5, and RTKN2 in non-small cell lung cancer [J].
Chen, Kaiqin ;
Ye, Chun ;
Gao, Zihan ;
Hu, Jue ;
Chen, Chunjing ;
Xiao, Rong ;
Lu, Fangguo ;
Wei, Ke .
TRANSLATIONAL ONCOLOGY, 2023, 29
[6]   The role of miRNAs in drug resistance and prognosis of breast cancer formalin-fixed paraffin-embedded tissues [J].
Chen, Xiu ;
Lu, Peng ;
Wang, Dan-dan ;
Yang, Su-jin ;
Wu, Ying ;
Shen, Hong-Yu ;
Zhong, Shan-liang ;
Zhao, Jian-hua ;
Tang, Jin-hai .
GENE, 2016, 595 (02) :221-226
[7]   Suppression of SPIN1-mediated PI3K-Akt pathway by miR-489 increases chemosensitivity in breast cancer [J].
Chen, Xu ;
Wang, Ya-Wen ;
Xing, Ai-Yan ;
Xiang, Shuai ;
Shi, Duan-Bo ;
Liu, Lei ;
Li, Yan-Xiang ;
Gao, Peng .
JOURNAL OF PATHOLOGY, 2016, 239 (04) :459-472
[8]   MicroRNA-1246 Mediates Drug Resistance and Metastasis in Breast Cancer by Targeting NFE2L3 [J].
Dai, Yue-chu ;
Pan, Yin ;
Quan, Ming-ming ;
Chen, Qi ;
Pan, Yue ;
Ruan, Yan-yun ;
Sun, Jian-guo .
FRONTIERS IN ONCOLOGY, 2021, 11
[9]   Exosomes and breast cancer drug resistance [J].
Dong, Xingli ;
Bai, Xupeng ;
Ni, Jie ;
Zhang, Hao ;
Duan, Wei ;
Graham, Peter ;
Li, Yong .
CELL DEATH & DISEASE, 2020, 11 (11)
[10]   Resistance to neoadjuvant chemotherapy in triple-negative breast cancer mediated by a reversible drug-tolerant state [J].
Echeverria, Gloria V. ;
Ge, Zhongqi ;
Seth, Sahil ;
Zhang, Xiaomei ;
Jeter-Jones, Sabrina ;
Zhou, Xinhui ;
Cai, Shirong ;
Tu, Yizheng ;
McCoy, Aaron ;
Peoples, Michael ;
Sun, Yuting ;
Qiu, Huan ;
Chang, Qing ;
Bristow, Christopher ;
Carugo, Alessandro ;
Shao, Jiansu ;
Ma, Xiaoyan ;
Harris, Angela ;
Mundi, Prabhjot ;
Lau, Rosanna ;
Ramamoorthy, Vandhana ;
Wu, Yun ;
Alvarez, Mariano J. ;
Califano, Andrea ;
Moulder, Stacy L. ;
Symmans, William F. ;
Marszalek, Joseph R. ;
Heffernan, Timothy P. ;
Chang, Jeffrey T. ;
Piwnica-Worms, Helen .
SCIENCE TRANSLATIONAL MEDICINE, 2019, 11 (488)