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Qian H, Ji R, Shen C, Wei Y, Sheng C, Ni Q, Pan J, Chi Y, You H, Miao Y, Shi M, Huang X, Shen A. ATRX is a predictive marker for endocrinotherapy and chemotherapy resistance in HER2-/HR+ breast cancer through the regulation of the AR, GLI3 and GATA2 transcriptional network. Aging (Albany NY) 2023; 15:14996-15024. [PMID: 38126976 PMCID: PMC10781474 DOI: 10.18632/aging.205327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/01/2023] [Indexed: 12/23/2023]
Abstract
Drug resistance in breast cancer (BC) is a clinical challenge. Exploring the mechanism and identifying a precise predictive biomarker for the drug resistance in BC is critical. Three first-line drug (paclitaxel, doxorubicin and tamoxifen) resistance datasets in BC from GEO were merged to obtain 1,461 differentially expressed genes for weighted correlation network analysis, resulting in identifying ATRX as the hub gene. ATRX is a chromatin remodelling protein, therefore, ATRX-associated transcription factors were explored, thereby identifying the network of AR, GLI3 and GATA2. GO and KEGG analyses revealed immunity, transcriptional regulation and endocrinotherapy/chemotherapy resistance were enriched. Moreover, CIBERSORT revealed immunity regulation was inhibited in the resistance group. ssGSEA showed a significantly lower immune status in the ATRX-Low group compared to the ATRX-High group. Furthermore, the peaks of H3K9me3 ChIP-seq on the four genes were higher in normal tissues than in BC tissues. Notably, the frequency of ATRX mutation was higher than BRCA in BC. Moreover, depressed ATRX revealed worse overall survival and disease-free survival in the human epidermal growth factor receptor 2 (HER2)-/hormone receptor (HR)+ BC. Additionally, depressed ATRX predicted poor results for patients who underwent endocrinotherapy or chemotherapy in the HER2-/HR+ BC subgroup. A nomogram based on ATRX, TILs and ER exhibited a significantly accurate survival prediction ability. Importantly, overexpression of ATRX significantly inhibited the IC50 of the three first-line drugs on MCF-7 cell. Thus, ATRX is an efficient predictive biomarker for endocrinotherapy and chemotherapy resistance in HER2-/HR+ BC and acts by suppressing the AR, GLI3 and GATA2 transcriptional network.
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Affiliation(s)
- Hongyan Qian
- Cancer Research Center Nantong, Nantong Tumor Hospital, Affiliated Tumor Hospital of Nantong University, Nantong 226361, China
| | - Rui Ji
- Department of Gynecology Oncology, Nantong Tumor Hospital, Affiliated Tumor Hospital of Nantong University, Nantong 226361, China
| | - Cheng Shen
- Department of Computer Science and Engineering, Tandon School of Engineering, New York University, Brooklyn, NY 11201, USA
| | - Yinze Wei
- Department of Pathology, Affiliated Tumor Hospital of Nantong University, Nantong 226361, China
| | - Chenyi Sheng
- Department of Breast Surgery, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Qichao Ni
- Department of Breast Surgery, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Jing Pan
- School of Medicine, Nantong University, Nantong 226001, China
| | - Yifan Chi
- School of Medicine, Nantong University, Nantong 226001, China
| | - Huan You
- School of Medicine, Nantong University, Nantong 226001, China
| | - Ying Miao
- School of Medicine, Nantong University, Nantong 226001, China
| | - Minxin Shi
- Department of Surgery, Affiliated Tumor Hospital of Nantong University, Nantong 226361, China
| | - Xianghua Huang
- Department of Surgery, Affiliated Tumor Hospital of Nantong University, Nantong 226361, China
| | - Aiguo Shen
- Cancer Research Center Nantong, Nantong Tumor Hospital, Affiliated Tumor Hospital of Nantong University, Nantong 226361, China
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Main SC, Cescon DW, Bratman SV. Liquid biopsies to predict CDK4/6 inhibitor efficacy and resistance in breast cancer. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2022; 5:727-748. [PMID: 36176758 PMCID: PMC9511796 DOI: 10.20517/cdr.2022.37] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 05/04/2022] [Accepted: 05/25/2022] [Indexed: 06/16/2023]
Abstract
Cyclin-dependent kinase 4 and 6 (CDK4/6) inhibitors combined with endocrine therapy have transformed the treatment of estrogen receptor-positive (ER+) and human epidermal growth factor receptor 2 negative (HER2-) metastatic breast cancer. However, some patients do not respond to this treatment, and patients inevitably develop resistance, such that novel biomarkers are needed to predict primary resistance, monitor treatment response for acquired resistance, and personalize treatment strategies. Circumventing the spatial and temporal limitations of tissue biopsy, newly developed liquid biopsy approaches have the potential to uncover biomarkers that can predict CDK4/6 inhibitor efficacy and resistance in breast cancer patients through a simple blood test. Studies on circulating tumor DNA (ctDNA)-based liquid biopsy biomarkers of CDK4/6 inhibitor resistance have focused primarily on genomic alterations and have failed thus far to identify clear and clinically validated predictive biomarkers, but emerging epigenetic ctDNA methodologies hold promise for further discovery. The present review outlines recent advances and future directions in ctDNA-based biomarkers of CDK4/6 inhibitor treatment response.
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Affiliation(s)
- Sasha C Main
- Princess Margaret Cancer Centre, University Health Network, Toronto M5G 2C1, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto M5G 1L7, Ontario, Canada
| | - David W Cescon
- Princess Margaret Cancer Centre, University Health Network, Toronto M5G 2C1, Ontario, Canada
- Division of Medical Oncology and Hematology, Department of Medicine, University of Toronto, Toronto M5S 1A8, Ontario, Canada
| | - Scott V Bratman
- Princess Margaret Cancer Centre, University Health Network, Toronto M5G 2C1, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto M5G 1L7, Ontario, Canada
- Department of Radiation Oncology, University of Toronto, Toronto M5T 1P5, Ontario, Canada
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Wang R, Wang R, Tian J, Wang J, Tang H, Wu T, Wang H. BTG2 as a tumor target for the treatment of luminal A breast cancer. Exp Ther Med 2022; 23:339. [PMID: 35401805 PMCID: PMC8988138 DOI: 10.3892/etm.2022.11269] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 11/24/2021] [Indexed: 11/27/2022] Open
Abstract
As one of the most common breast cancer subtypes, luminal A breast cancer is sensitive to endocrine-based therapy and insensitive to chemotherapy. Patients with luminal A subtype of breast cancer have a relatively good prognosis compared with that of patients with other subtypes of breast cancer. However, with the increased incidence in endocrine resistance and severe side effects, simple endocrine therapy has become unsuitable for the treatment of luminal A breast cancer. Therefore, identifying novel therapeutic targets for luminal A breast cancer may accelerate the development of an effective therapeutic strategy. The bioinformatical analysis of the current study, which included KEGG and GO analyses of the GSE20437 dataset containing 24 healthy and 18 breast cancer tissue samples, identified key target genes associated with breast cancer. Moreover, survival analysis results revealed that a low expression of BTG2 was significantly associated with the low survival rate of patients with breast cancer, indicated that B-cell translocation gene 2 (BTG2) may be a potential target in breast cancer. However, BTG2 may be cancer type-dependent, as overexpression of BTG2 has been demonstrated to suppress the proliferation of pancreatic and lung cancer cells, but promote the proliferation of bladder cancer cells. Since the association between BTG2 and luminal A-subtype breast cancer remains unclear, it is important to understand the biological function of BTG2 in luminal A breast cancer. Based on the expression levels of estrogen receptor, progesterone receptor and human epidermal growth factor receptor, MCF-7 cells were selected in the present study as a luminal A breast cancer cell type. MTT, Transwell invasion and wound healing assays revealed that overexpression of BTG2 suppressed the levels of MCF-7 cell proliferation, migration and invasion. In addition, the downregulation of BTG2 at the mRNA and protein level was also confirmed in luminal A breast tumor tissue, which was consistent with the results in vitro. These results indicated that BTG2 may act as an effective target for the treatment of luminal A breast cancer.
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Affiliation(s)
- Runzhi Wang
- Department of Pharmacology, Qingdao University School of Pharmacy, Qingdao, Shandong 266021, P.R. China
| | - Ronghua Wang
- Department of Pharmacy, The Affiliated Weihai Second Municipal Hospital of Qingdao University, Weihai, Shandong 264200, P.R. China
| | - Jinjun Tian
- Department of Pharmacy, The Affiliated Weihai Second Municipal Hospital of Qingdao University, Weihai, Shandong 264200, P.R. China
| | - Jian Wang
- Department of Breast Center, The Affiliated Weihai Second Municipal Hospital of Qingdao University, Weihai, Shandong 264200, P.R. China
| | - Huaxiao Tang
- Department of Pathology, The Affiliated Weihai Second Municipal Hospital of Qingdao University, Weihai, Shandong 264200, P.R. China
| | - Tao Wu
- Department of Pharmacy, The Affiliated Weihai Second Municipal Hospital of Qingdao University, Weihai, Shandong 264200, P.R. China
| | - Hui Wang
- Department of Pharmacy, The Affiliated Weihai Second Municipal Hospital of Qingdao University, Weihai, Shandong 264200, P.R. China
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