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Zhang C, Shu X, Yin C, Hu S, Liu P. The role of the mTOR pathway in breast cancer stem cells (BCSCs): mechanisms and therapeutic potentials. Stem Cell Res Ther 2025; 16:156. [PMID: 40158191 PMCID: PMC11954216 DOI: 10.1186/s13287-025-04218-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 02/11/2025] [Indexed: 04/01/2025] Open
Abstract
Breast cancer remains the most frequently diagnosed cancer globally, exerting a profound impact on women's health and healthcare systems. Central to its pathogenesis and therapeutic resistance are breast cancer stem cells (BCSCs), which possess unique properties such as self-renewal, differentiation, and resistance to conventional therapies, contributing to tumor initiation, metastasis, and recurrence. This comprehensive review elucidates the pivotal role of the mechanistic target of rapamycin (mTOR) pathway in regulating BCSCs and its implications for breast cancer progression and treatment resistance. We explore the cellular mechanisms by which mTOR influences metastasis, metabolism, autophagy, and ferroptosis in BCSCs, highlighting its contribution to epithelial-to-mesenchymal transition (EMT), metabolic reprogramming, and survival under therapeutic stress. On a molecular level, mTOR interacts with key signaling pathways including PI3K/Akt, Notch, IGF-1R, AMPK, and TGF-β, as well as regulatory proteins and non-coding RNAs, orchestrating a complex network that sustains BCSC properties and mediates chemoresistance and radioresistance. The review further examines various therapeutic strategies targeting the mTOR pathway in BCSCs, encompassing selective PI3K/Akt/mTOR inhibitors, monoclonal antibodies, natural products, and innovative approaches such as nanoparticle-mediated drug delivery. Clinical trials investigating mTOR inhibitors like sirolimus and combination therapies with agents such as everolimus and trastuzumab are discussed, underscoring their potential in eradicating BCSCs and improving patient outcomes. Additionally, natural compounds and repurposed drugs offer promising adjunctive therapies by modulating mTOR activity and targeting BCSC-specific vulnerabilities. In conclusion, targeting the mTOR pathway presents a viable and promising avenue for enhancing breast cancer treatment efficacy by effectively eliminating BCSCs, reducing tumor recurrence, and improving overall patient survival. Continued research and clinical validation of mTOR-targeted therapies are essential to translate these insights into effective clinical interventions, ultimately advancing personalized cancer management and therapeutic outcomes for breast cancer patients.
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Affiliation(s)
- Chen Zhang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xu Shu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Key Laboratory of Precision Radiation Oncology, Wuhan, 430022, China
| | - Chuanzheng Yin
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Shaobo Hu
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Pian Liu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Hubei Key Laboratory of Precision Radiation Oncology, Wuhan, 430022, China.
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Asberger J, Berner K, Bicker A, Metz M, Jäger M, Weiß D, Kreutz C, Juhasz-Böss I, Mayer S, Ge I, Erbes T. In Vitro microRNA Expression Profile Alterations under CDK4/6 Therapy in Breast Cancer. Biomedicines 2023; 11:2705. [PMID: 37893081 PMCID: PMC10604872 DOI: 10.3390/biomedicines11102705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/16/2023] [Accepted: 09/27/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Breast cancer is the most common type of cancer worldwide. Cyclin-dependent kinase inhibition is one of the backbones of metastatic breast cancer therapy. However, there are a significant number of therapy failures. This study evaluates the biomarker potential of microRNAs for the prediction of a therapy response under cyclin-dependent kinase inhibition. METHODS This study comprises the analysis of intracellular and extracellular microRNA-expression-level alterations of 56 microRNAs under palbociclib mono as well as combination therapy with letrozole. Breast cancer cell lines BT-474, MCF-7 and HS-578T were analyzed using qPCR. RESULTS A palbociclib-induced microRNA signature could be detected intracellularly as well as extracellularly. Intracellular miR-10a, miR-15b, miR-21, miR-23a and miR-23c were constantly regulated in all three cell lines, whereas let-7b, let-7d, miR-15a, miR-17, miR-18a, miR-20a, miR-191 and miR301a_3p were regulated only in hormone-receptor-positive cells. Extracellular miR-100, miR-10b and miR-182 were constantly regulated across all cell lines, whereas miR-17 was regulated only in hormone-receptor-positive cells. CONCLUSIONS Because they are secreted and significantly upregulated in the microenvironment of tumor cells, miRs-100, -10b and -182 are promising circulating biomarkers that can be used to predict or detect therapy responses under CDK inhibition. MiR-10a, miR-15b, miR-21, miR-23a and miR-23c are potential tissue-based biomarkers.
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Affiliation(s)
- Jasmin Asberger
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Kai Berner
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Anna Bicker
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Obstetrics and Gynecology, St. Josefs-Hospital Wiesbaden, 65189 Wiesbaden, Germany
| | - Marius Metz
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Markus Jäger
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Daniela Weiß
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Clemens Kreutz
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Institute of Medical Biometry and Statistics, Medical Center – University of Freiburg, 79104 Freiburg, Germany
| | - Ingolf Juhasz-Böss
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Sebastian Mayer
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Gynaecology and Obstetrics, Hospital Krumbach, 86381 Krumbach, Germany
| | - Isabell Ge
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Obstetrics and Gynaecology, University Hospital of Basel, 4056 Basel, Switzerland
| | - Thalia Erbes
- Department of Obstetrics and Gynecology, Medical Center—University Hospital Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Gynaecology and Obstetrics, Diako Mannheim, 68135 Mannheim, Germany
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Ebrahimi A, Bakhshaei Shahrebabaki P, Fouladi H, Mansoori Derakhshan S. The impact of microRNAs on the resistance of breast cancer subtypes to chemotherapy. Pathol Res Pract 2023; 249:154702. [PMID: 37562283 DOI: 10.1016/j.prp.2023.154702] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 08/12/2023]
Abstract
Breast cancer (BC) formation is primarily influenced by genetics, epigenetics and environmental factors. Aberrant Genetics and epigenetics leads to a condition known as heterogeneity. The heterogeneity of BC can be divided into several subtypes. Among the epigenetic factors, microRNAs (miRNAs) have been shown to play a crucial role in the development and progression of malignancies. These small non-coding RNAs regulate gene expression through a variety of mechanisms, resulting in either mRNA degradation or translation repression. As miRNAs directly control many proteins, genetic anomalies affect tumor metastasis, apoptosis, proliferation, and cell transportation. Consequently, miRNA dysregulations contribute not only in cancer development but also in invasiveness, proliferation rate and more importantly, drug response. Findings mostly indicate subtype-specified identical miRNA profile in BC. Among the BC subtypes, TNBC, HER2 + and luminal are the most resistant to therapy, respectively. Therapy resistance is greatly associated with miRNA expression profile. Hence, concentration of miRNA is the first marker of its role in chemotherapy response. Overexpressed miRNAs may disrupt drug efflux transporters and decrease the drug accumulation in cell. While down-regulated miRNAs which mediate drug resistance processes are mostly correlated with poor treatment response. Moreover, other mechanisms in which miRNAs play crucial roles in chemoresistance such as cell receptor mediations, dysregulation by environmental factors, DNA defects, etc. Recently, several miRNA-based treatments have shown promising results in cancer treatment. Inhibition of up-regulated miRNAs is one of these therapeutic approaches whilst transfecting cell with down-regulated miRNAs also show promising results. Moreover, drug-resistance could also be determined while in the pre-treatment phase via expression levels of miRNAs. Therefore, miRNAs provide intriguing insights and challenges in overcoming chemoresistance. In this article, we have discussed how miRNAs regulate breast cancer subtypes-specific chemoresistance.
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Affiliation(s)
- Amir Ebrahimi
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Genetics, Tabriz, Iran
| | - Peyman Bakhshaei Shahrebabaki
- Department of Vascular and Endovascular Surgery, Ayatollah Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hadi Fouladi
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Genetics, Tabriz, Iran
| | - Sima Mansoori Derakhshan
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Genetics, Tabriz, Iran.
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Ye Q, Raese RA, Luo D, Feng J, Xin W, Dong C, Qian Y, Guo NL. MicroRNA-Based Discovery of Biomarkers, Therapeutic Targets, and Repositioning Drugs for Breast Cancer. Cells 2023; 12:1917. [PMID: 37508580 PMCID: PMC10378316 DOI: 10.3390/cells12141917] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/14/2023] [Accepted: 07/19/2023] [Indexed: 07/30/2023] Open
Abstract
Breast cancer treatment can be improved with biomarkers for early detection and individualized therapy. A set of 86 microRNAs (miRNAs) were identified to separate breast cancer tumors from normal breast tissues (n = 52) with an overall accuracy of 90.4%. Six miRNAs had concordant expression in both tumors and breast cancer patient blood samples compared with the normal control samples. Twelve miRNAs showed concordant expression in tumors vs. normal breast tissues and patient survival (n = 1093), with seven as potential tumor suppressors and five as potential oncomiRs. From experimentally validated target genes of these 86 miRNAs, pan-sensitive and pan-resistant genes with concordant mRNA and protein expression associated with in-vitro drug response to 19 NCCN-recommended breast cancer drugs were selected. Combined with in-vitro proliferation assays using CRISPR-Cas9/RNAi and patient survival analysis, MEK inhibitors PD19830 and BRD-K12244279, pilocarpine, and tremorine were discovered as potential new drug options for treating breast cancer. Multi-omics biomarkers of response to the discovered drugs were identified using human breast cancer cell lines. This study presented an artificial intelligence pipeline of miRNA-based discovery of biomarkers, therapeutic targets, and repositioning drugs that can be applied to many cancer types.
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Affiliation(s)
- Qing Ye
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
| | - Rebecca A. Raese
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
| | - Dajie Luo
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
| | - Juan Feng
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
| | - Wenjun Xin
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
| | - Chunlin Dong
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
| | - Yong Qian
- Health Effects Laboratory Division, National Institute for Occupational and Safety & Health, Morgantown, WV 26505, USA;
| | - Nancy Lan Guo
- West Virginia University Cancer Institute/Mary Babb Randolph Cancer Center, West Virginia University, Morgantown, WV 26506, USA; (Q.Y.); (R.A.R.); (D.L.); (J.F.); (W.X.); (C.D.)
- Department of Occupational and Environmental Health Sciences, School of Public Health, West Virginia University, Morgantown, WV 26506, USA
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Wang S, Li L, Yang M, Wang X, Zhang H, Wu N, Jia K, Wang J, Li M, Wei L, Liu J. Identification of Three Circulating MicroRNAs in Plasma as Clinical Biomarkers for Breast Cancer Detection. J Clin Med 2022; 12:jcm12010322. [PMID: 36615122 PMCID: PMC9821655 DOI: 10.3390/jcm12010322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/15/2022] [Accepted: 12/25/2022] [Indexed: 01/03/2023] Open
Abstract
The diagnostic value of microRNAs (miRNAs) for breast cancer (BC) is largely unknown. Here, our research aim was to explore new circulating miRNAs for BC diagnosis. First, we identified 14 common differentially expressed miRNAs in tissues by TCGA_BRCA and GSE97811 datasets and preliminarily validated them in serum by the GSE73002 dataset. Furthermore, we examined three plasma miRNAs in BC patients (n = 108) and healthy subjects (n = 103) by RT−PCR, namely, hsa-miR-100-5p, hsa-miR-191-5p and hsa-miR-342-3p. The levels of these three miRNAs in BC patients were higher than those in healthy controls (p < 0.05). The ROC curve analysis revealed that these three miRNAs had high diagnostic efficacy for BC and early-stage BC. The combination of hsa-miR-100-5p and hsa-miR-191-5p was the optimal combination for the diagnosis of BC and early-stage BC. Additionally, hsa-miR-100-5p was correlated with stage I−II, T1 stage, N0 stage and Luminal A subtype (p < 0.05). Hsa-miR-191-5p and hsa-miR-342-3p were irrelevant to TNM stage, T stage, N stage and molecular subtypes. Meanwhile, the biological function analysis indicated that these three miRNAs are mainly involved in the calcium signaling pathway, MAPK signaling pathway and microRNAs in cancer. In conclusion, these three miRNAs demonstrate a positive effect on detection and discovery in BC.
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Affiliation(s)
- Shuang Wang
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Lijuan Li
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Mengmeng Yang
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300192, China
| | - Xiaoyan Wang
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Department of Clinical Laboratory, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Huan Zhang
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Nan Wu
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Kaichao Jia
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Junchao Wang
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Menghui Li
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
| | - Lijuan Wei
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Correspondence: (L.W.); (J.L.); Tel.: +86-22-2334-0123 (L.W. & J.L.)
| | - Juntian Liu
- Department of Cancer Prevention Center, Tianjin Medical University Cancer Institute and Hospital, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- National Clinical Research Center for Cancer, Tianjin’s Clinical Research Center for Cancer, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huanhu Xi Road, Hexi District, Tianjin 300060, China
- Correspondence: (L.W.); (J.L.); Tel.: +86-22-2334-0123 (L.W. & J.L.)
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Rodrigues-Ferreira S, Nahmias C. Predictive biomarkers for personalized medicine in breast cancer. Cancer Lett 2022; 545:215828. [PMID: 35853538 DOI: 10.1016/j.canlet.2022.215828] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 07/04/2022] [Accepted: 07/10/2022] [Indexed: 12/14/2022]
Abstract
Breast cancer is one of the most frequent malignancies among women worldwide. Based on clinical and molecular features of breast tumors, patients are treated with chemotherapy, hormonal therapy and/or radiotherapy and more recently with immunotherapy or targeted therapy. These different therapeutic options have markedly improved patient outcomes. However, further improvement is needed to fight against resistance to treatment. In the rapidly growing area of research for personalized medicine, predictive biomarkers - which predict patient response to therapy - are essential tools to select the patients who are most likely to benefit from the treatment, with the aim to give the right therapy to the right patient and avoid unnecessary overtreatment. The search for predictive biomarkers is an active field of research that includes genomic, proteomic and/or machine learning approaches. In this review, we describe current strategies and innovative tools to identify, evaluate and validate new biomarkers. We also summarize current predictive biomarkers in breast cancer and discuss companion biomarkers of targeted therapy in the context of precision medicine.
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Affiliation(s)
- Sylvie Rodrigues-Ferreira
- Gustave Roussy Institute, INSERM U981, Prédicteurs moléculaires et nouvelles cibles en oncologie, Villejuif, France; LabEx LERMIT, Université Paris-Saclay, 92296 Châtenay-Malabry, France; Inovarion, 75005, Paris, France
| | - Clara Nahmias
- Gustave Roussy Institute, INSERM U981, Prédicteurs moléculaires et nouvelles cibles en oncologie, Villejuif, France; LabEx LERMIT, Université Paris-Saclay, 92296 Châtenay-Malabry, France.
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Berrino E, Miglio U, Bellomo SE, Debernardi C, Bragoni A, Petrelli A, Cascardi E, Giordano S, Montemurro F, Marchiò C, Venesio T, Sapino A. The Tumor-Specific Expression of L1 Retrotransposons Independently Correlates with Time to Relapse in Hormone-Negative Breast Cancer Patients. Cells 2022; 11:cells11121944. [PMID: 35741073 PMCID: PMC9221920 DOI: 10.3390/cells11121944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/09/2022] [Accepted: 06/15/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Long-Interspersed Nuclear Element (L1) retrotransposons are silenced in healthy tissues but unrepressed in cancer. Even if L1 reactivation has been associated with reduced overall survival in breast cancer (BC) patients, a comprehensive correlation with clinicopathological features is still missing. METHODS Using quantitative, reverse-transcription PCR, we assessed L1 mRNA expression in 12 BC cells, 210 BC patients and in 47 normal mammary tissues. L1 expression was then correlated with molecular and clinicopathological data. RESULTS We identified a tumor-exclusive expression of L1s, absent in normal mammary cells and tissues. A positive correlation between L1 expression and tumor dedifferentiation, lymph-node involvement and increased immune infiltration was detected. Molecular subtyping highlighted an enrichment of L1s in basal-like cells and cancers. By exploring disease-free survival, we identified L1 overexpression as an independent biomarker for patients with a high risk of recurrence in hormone-receptor-negative BCs. CONCLUSIONS Overall, L1 reactivation identified BCs with aggressive features and patients with a worse clinical fate.
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Affiliation(s)
- Enrico Berrino
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10124 Turin, Italy;
| | - Umberto Miglio
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
| | - Sara Erika Bellomo
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Oncology, University of Turin, 10124 Turin, Italy
| | - Carla Debernardi
- Department of Medical Sciences, University of Turin, 10124 Turin, Italy;
| | - Alberto Bragoni
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10124 Turin, Italy;
| | - Annalisa Petrelli
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
| | - Eliano Cascardi
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10124 Turin, Italy;
| | - Silvia Giordano
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Oncology, University of Turin, 10124 Turin, Italy
| | - Filippo Montemurro
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
| | - Caterina Marchiò
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10124 Turin, Italy;
| | - Tiziana Venesio
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Correspondence: ; Tel.: +39-011-9933547; Fax: +39-011-9933480
| | - Anna Sapino
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; (E.B.); (U.M.); (S.E.B.); (A.B.); (A.P.); (E.C.); (S.G.); (F.M.); (C.M.); (A.S.)
- Department of Medical Sciences, University of Turin, 10124 Turin, Italy;
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Epigenetic Regulation of Estrogen Receptor Genes' Expressions in Adipose Tissue in the Course of Obesity. Int J Mol Sci 2022; 23:ijms23115989. [PMID: 35682668 PMCID: PMC9181405 DOI: 10.3390/ijms23115989] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/20/2022] [Accepted: 05/23/2022] [Indexed: 11/16/2022] Open
Abstract
Estrogen affects adipose tissue function. Therefore, this study aimed at assessing changes in the transcriptional activity of estrogen receptor (ER) α and β genes (ESR1 and ESR2, respectively) in the adipose tissues of obese individuals before and after weight loss and verifying whether epigenetic mechanisms were involved in this phenomenon. ESR1 and ESR2 mRNA and miRNA levels were evaluated using real-time PCR in visceral (VAT) and subcutaneous adipose tissue (SAT) of 78 obese (BMI > 40 kg/m2) and 31 normal-weight (BMI = 20−24.9 kg/m2) individuals and in 19 SAT samples from post-bariatric patients. ESR1 and ESR2 methylation status was studied using the methylation-sensitive digestion/real-time PCR method. Obesity was associated with a decrease in mRNA levels of both ERs in SAT (p < 0.0001) and ESR2 in VAT (p = 0.0001), while weight loss increased ESR transcription (p < 0.0001). Methylation levels of ESR1 and ESR2 promoters were unaffected. However, ESR1 mRNA in the AT of obese subjects correlated negatively with the expression of hsa-miR-18a-5p (rs = −0.444), hsa-miR-18b-5p (rs = −0.329), hsa-miR-22-3p (rs = −0.413), hsa-miR-100-5p (rs = −0.371), and hsa-miR-143-5p (rs = −0.289), while the expression of ESR2 in VAT correlated negatively with hsa-miR-576-5p (rs = −0.353) and in SAT with hsa-miR-495-3p (rs = −0.308). In conclusion, obesity-associated downregulation of ER mRNA levels in adipose tissue may result from miRNA interference.
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Li X, Ren Y, Liu D, Yu X, Chen K. Role of miR-100-5p and CDC25A in breast carcinoma cells. PeerJ 2022; 9:e12263. [PMID: 35036112 PMCID: PMC8734459 DOI: 10.7717/peerj.12263] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 09/16/2021] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE To inquiry about mechanism of miR-100-5p/CDC25A axis in breast carcinoma (BC), thus offering a new direction for BC targeted treatment. METHODS qRT-PCR was employed to explore miR-100-5p and CDC25A mRNA levels. Western blot was employed for detecting protein expression of CDC25A. Targeting relationship of miR-100-5p and CDC25A was verified by dual-luciferase assay. In vitro experiments were used for assessment of cell functions. RESULTS In BC tissue and cells, miR-100-5p was significantly lowly expressed (P < 0.05) while CDC25A was highly expressed. Besides, miR-100-5p downregulated CDC25A level. miR-100-5p had a marked influence on the prognosis of patients. The forced miR-100-5p expression hindered BC cell proliferation, migration and invasion, and facilitated cell apoptosis. Upregulated miR-100-5p weakened promotion of CDC25A on BC cell growth. CONCLUSION Together, these findings unveiled that CDC25A may be a key target of miR-100-5p that mediated progression of BC cells. Hence, miR-100-5p overexpression or CDC25A suppression may contribute to BC diagnosis.
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Affiliation(s)
- Xiaoping Li
- Faculty of Medicine, Macau University of Science and Technology, Macau, China.,Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang province, China
| | - Yanli Ren
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang province, China
| | - Donghong Liu
- Department of Laboratory Medicine, Hangyan hospital of Wenzhou Medical University, Taizhou First People's Hospital, Taizhou, Zhejiang, China
| | - Xi Yu
- Faculty of Medicine, Macau University of Science and Technology, Macau, China
| | - Keda Chen
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang province, China
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Xie H, Xiao R, He Y, He L, Xie C, Chen J, Hong Y. MicroRNA-100 inhibits breast cancer cell proliferation, invasion and migration by targeting FOXA1. Oncol Lett 2021; 22:816. [PMID: 34671430 PMCID: PMC8503813 DOI: 10.3892/ol.2021.13077] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 05/28/2021] [Indexed: 12/11/2022] Open
Abstract
MicroRNAs (miRNAs/miRs) are highly conserved single-stranded small non-coding RNAs, which are involved in the physiological and pathological processes of breast cancer, and affect the prognosis of patients with breast cancer. The present study used the Gene Expression Omnibus (GEO)2R tool to detect miR-100 expression in breast cancer tissues obtained from GEO breast cancer-related datasets. Bioinformatics analysis revealed that miR-100 expression was downregulated in different stages, grades and lymph node metastasis stages of breast cancer, and patients with high miR-100 expression had a more favorable prognosis. Based on these analyses, Cell Counting Kit-8, wound healing and Transwell assays were performed, and the results demonstrated that overexpression of miR-100 inhibited the proliferation, migration and invasion of breast cancer cells. To verify the tumor-suppressive effect of miR-100 in breast cancer, the LinkedOmics and PITA databases were used to assess the association between miR-100 and forkhead box A1 (FOXA1). The results demonstrated that miR-100 had binding sites within the FOXA1 gene, and FOXA1 expression was negatively associated with miR-100 expression in breast cancer tissues. Similarly, a negative association was observed between miR-100 and FOXA1 expression, using the StarBase V3.0 database. The association between miR-100 and FOXA1 was further verified via reverse transcription-quantitative PCR and western blot analyses, and the dual-luciferase reporter assay. The results demonstrated that miR-100 targeted the 3′-untranslated region of FOXA1 in breast cancer cells. Furthermore, rescue experiments were performed to confirm whether miR-100 exerts its antitumor effects by regulating FOXA1. The results demonstrated that overexpression of FOXA1 promoted the proliferation, migration and invasion of breast cancer cells; thus, the antitumor effects of miR-100 in breast cancer were reversed following overexpression of FOXA1. Taken together, the results of the present study suggest that miR-100 inhibits the proliferation, migration and invasion of breast cancer cells by targeting FOXA1 expression. These results may provide a novel insight and an experimental basis for identifying effective therapeutic targets of high specificity for breast cancer.
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Affiliation(s)
- Haihui Xie
- Department of Radiation Oncology, The Second Affiliated Hospital University of South China, Hengyang, Hunan 421001, P.R. China.,Clinical Research Center for Prevention and Treatment of Breast & Thyroid Disease in Hunan Province, Hengyang, Hunan 421001, P.R. China
| | - Ruobing Xiao
- Department of Radiation Oncology, The Second Affiliated Hospital University of South China, Hengyang, Hunan 421001, P.R. China.,Clinical Research Center for Prevention and Treatment of Breast & Thyroid Disease in Hunan Province, Hengyang, Hunan 421001, P.R. China
| | - Yaolin He
- Department of Radiation Oncology, The Second Affiliated Hospital University of South China, Hengyang, Hunan 421001, P.R. China
| | - Lingzhi He
- Department of Preventive Medicine, Hunan Polytechnic of Environment and Biology, Hengyang, Hunan 421001, P.R. China
| | - Changjun Xie
- Department of Radiation Oncology, The Second Affiliated Hospital University of South China, Hengyang, Hunan 421001, P.R. China
| | - Juan Chen
- Department of Radiation Oncology, The Second Affiliated Hospital University of South China, Hengyang, Hunan 421001, P.R. China
| | - Yan Hong
- Department of Preventive Medicine, Hunan Polytechnic of Environment and Biology, Hengyang, Hunan 421001, P.R. China
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11
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Tommasi C, Pellegrino B, Boggiani D, Sikokis A, Michiara M, Uliana V, Bortesi B, Bonatti F, Mozzoni P, Pinelli S, Squadrilli A, Viani MV, Cassi D, Maglietta G, Meleti M, Musolino A. Biological Role and Clinical Implications of microRNAs in BRCA Mutation Carriers. Front Oncol 2021; 11:700853. [PMID: 34552867 PMCID: PMC8450578 DOI: 10.3389/fonc.2021.700853] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 08/20/2021] [Indexed: 12/20/2022] Open
Abstract
Women with pathogenic germline mutations in BRCA1 and BRCA2 genes have an increased risk to develop breast and ovarian cancer. There is, however, a high interpersonal variability in the modality and timing of tumor onset in those subjects, thus suggesting a potential role of other individual’s genetic, epigenetic, and environmental risk factors in modulating the penetrance of BRCA mutations. MicroRNAs (miRNAs) are small noncoding RNAs that can modulate the expression of several genes involved in cancer initiation and progression. MiRNAs are dysregulated at all stages of breast cancer and although they are accessible and evaluable, a standardized method for miRNA assessment is needed to ensure comparable data analysis and accuracy of results. The aim of this review was to highlight the role of miRNAs as potential biological markers for BRCA mutation carriers. In particular, biological and clinical implications of a link between lifestyle and nutritional modifiable factors, miRNA expression and germline BRCA1 and BRCA2 mutations are discussed with the knowledge of the best available scientific evidence.
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Affiliation(s)
- Chiara Tommasi
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy.,Department of Medicine and Surgery, University of Parma, Parma, Italy.,GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy
| | - Benedetta Pellegrino
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy.,Department of Medicine and Surgery, University of Parma, Parma, Italy.,GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy
| | - Daniela Boggiani
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy.,GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy
| | - Angelica Sikokis
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy.,GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy
| | - Maria Michiara
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy
| | - Vera Uliana
- Medical Genetics Unit, University Hospital of Parma, Parma, Italy
| | - Beatrice Bortesi
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy.,GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy
| | - Francesco Bonatti
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy
| | - Paola Mozzoni
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Silvana Pinelli
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Anna Squadrilli
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy
| | - Maria Vittoria Viani
- Dental School, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Diana Cassi
- Unit of Dentistry and Oral-Maxillo-Facial Surgery, Surgical, Medical and Dental Department of Morphological Sciences related to Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Giuseppe Maglietta
- GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy.,Research and Innovation Unit, University Hospital of Parma, Parma, Italy
| | - Marco Meleti
- Dental School, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Antonino Musolino
- Medical Oncology and Breast Unit, University Hospital of Parma, Parma, Italy.,Department of Medicine and Surgery, University of Parma, Parma, Italy.,GOIRC (Gruppo Oncologico Italiano di Ricerca Clinica), Parma, Italy
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