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Bahramy A, Zafari N, Rajabi F, Aghakhani A, Jayedi A, Khaboushan AS, Zolbin MM, Yekaninejad MS. Prognostic and diagnostic values of non-coding RNAs as biomarkers for breast cancer: An umbrella review and pan-cancer analysis. Front Mol Biosci 2023; 10:1096524. [PMID: 36726376 PMCID: PMC9885171 DOI: 10.3389/fmolb.2023.1096524] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 01/06/2023] [Indexed: 01/19/2023] Open
Abstract
Background: Breast cancer (BC) is the most common cancer in women. The incidence and morbidity of BC are expected to rise rapidly. The stage at which BC is diagnosed has a significant impact on clinical outcomes. When detected early, an overall 5-year survival rate of up to 90% is possible. Although numerous studies have been conducted to assess the prognostic and diagnostic values of non-coding RNAs (ncRNAs) in breast cancer, their overall potential remains unclear. In this field of study, there are various systematic reviews and meta-analysis studies that report volumes of data. In this study, we tried to collect all these systematic reviews and meta-analysis studies in order to re-analyze their data without any restriction to breast cancer or non-coding RNA type, to make it as comprehensive as possible. Methods: Three databases, namely, PubMed, Scopus, and Web of Science (WoS), were searched to find any relevant meta-analysis studies. After thoroughly searching, the screening of titles, abstracts, and full-text and the quality of all included studies were assessed using the AMSTAR tool. All the required data including hazard ratios (HRs), sensitivity (SENS), and specificity (SPEC) were extracted for further analysis, and all analyses were carried out using Stata. Results: In the prognostic part, our initial search of three databases produced 10,548 articles, of which 58 studies were included in the current study. We assessed the correlation of non-coding RNA (ncRNA) expression with different survival outcomes in breast cancer patients: overall survival (OS) (HR = 1.521), disease-free survival (DFS) (HR = 1.33), recurrence-free survival (RFS) (HR = 1.66), progression-free survival (PFS) (HR = 1.71), metastasis-free survival (MFS) (HR = 0.90), and disease-specific survival (DSS) (HR = 0.37). After eliminating low-quality studies, the results did not change significantly. In the diagnostic part, 22 articles and 30 datasets were retrieved from 8,453 articles. The quality of all studies was determined. The bivariate and random-effects models were used to assess the diagnostic value of ncRNAs. The overall area under the curve (AUC) of ncRNAs in differentiated patients is 0.88 (SENS: 80% and SPEC: 82%). There was no difference in the potential of single and combined ncRNAs in differentiated BC patients. However, the overall potential of microRNAs (miRNAs) is higher than that of long non-coding RNAs (lncRNAs). No evidence of publication bias was found in the current study. Nine miRNAs, four lncRNAs, and five gene targets showed significant OS and RFS between normal and cancer patients based on pan-cancer data analysis, demonstrating their potential prognostic value. Conclusion: The present umbrella review showed that ncRNAs, including lncRNAs and miRNAs, can be used as prognostic and diagnostic biomarkers for breast cancer patients, regardless of the sample sources, ethnicity of patients, and subtype of breast cancer.
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Affiliation(s)
- Afshin Bahramy
- Pediatric Urology and Regenerative Medicine Research Center, Gene, Cell and Tissue Research Institute, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Narges Zafari
- Pediatric Urology and Regenerative Medicine Research Center, Gene, Cell and Tissue Research Institute, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Rajabi
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Amirhossein Aghakhani
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmad Jayedi
- Social Determinants of Health Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Alireza Soltani Khaboushan
- Pediatric Urology and Regenerative Medicine Research Center, Gene, Cell and Tissue Research Institute, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran,Students’ Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoumeh Majidi Zolbin
- Pediatric Urology and Regenerative Medicine Research Center, Gene, Cell and Tissue Research Institute, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran,*Correspondence: Mir Saeed Yekaninejad, , ; Masoumeh Majidi Zolbin, ,
| | - Mir Saeed Yekaninejad
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran,*Correspondence: Mir Saeed Yekaninejad, , ; Masoumeh Majidi Zolbin, ,
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Mukhopadhyay P, Smolenkova I, Seelan RS, Pisano MM, Greene RM. Spatiotemporal Expression and Functional Analysis of miRNA-22 in the Developing Secondary Palate. Cleft Palate Craniofac J 2023; 60:27-38. [PMID: 34730446 DOI: 10.1177/10556656211054004] [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] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE Normal development of the embryonic orofacial region requires precise spatiotemporal coordination between numerous genes. MicroRNAs represent small, single-stranded, non-coding molecules that regulate gene expression. This study examines the role of microRNA-22 (miR-22) in murine orofacial ontogeny. METHODS Spatiotemporal and differential expression of miR-22 (mmu-miR-22-3p) within the developing secondary palate was determined by in situ hybridization and quantitative real-time PCR, respectively. Bioinformatic approaches were used to predict potential mRNA targets of miR-22 and analyze their association with cellular functions indispensable for normal orofacial ontogeny. An in vitro palate organ culture system was used to assess the role of miR-22 in secondary palate development. RESULTS There was a progressive increase in miR-22 expression from GD12.5 to GD14.5 in palatal processes. On GD12.5 and GD13.5, miR-22 was expressed in the future oral, nasal, and medial edge epithelia. On GD14.5, miR-22 expression was observed in the residual midline epithelial seam (MES), the nasal epithelium and the mesenchyme, but not in the oral epithelium. Inhibition of miR-22 activity in palate organ cultures resulted in failure of MES removal. Bioinformatic analyses revealed potential mRNA targets of miR-22 that may play significant roles in regulating apoptosis, migration, and/or convergence/extrusion, developmental processes that modulate MES removal during palatogenesis. CONCLUSIONS Results from the current study suggest a key role for miR-22 in the removal of the MES during palatogenesis and that miR-22 may represent a potential contributor to the etiology of cleft palate.
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Affiliation(s)
- Partha Mukhopadhyay
- Department of Oral Immunology and Infectious Diseases, Division of Craniofacial Development and Anomalies, School of Dentistry, 5170University of Louisville, Louisville, KY 40202
| | - Irina Smolenkova
- Department of Oral Immunology and Infectious Diseases, Division of Craniofacial Development and Anomalies, School of Dentistry, 5170University of Louisville, Louisville, KY 40202
| | - Ratnam S Seelan
- Department of Oral Immunology and Infectious Diseases, Division of Craniofacial Development and Anomalies, School of Dentistry, 5170University of Louisville, Louisville, KY 40202
| | - M Michele Pisano
- Department of Oral Immunology and Infectious Diseases, Division of Craniofacial Development and Anomalies, School of Dentistry, 5170University of Louisville, Louisville, KY 40202
| | - Robert M Greene
- Department of Oral Immunology and Infectious Diseases, Division of Craniofacial Development and Anomalies, School of Dentistry, 5170University of Louisville, Louisville, KY 40202
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Rinaldi F, Marchesi F, Palombi F, Pelosi A, Di Pace AL, Sacconi A, Terrenato I, Annibali O, Tomarchio V, Marino M, Cantonetti M, Vaccarini S, Papa E, Moretta L, Bertoni F, Mengarelli A, Regazzo G, Rizzo MG. MiR-22, a serum predictor of poor outcome and therapy response in diffuse large B-cell lymphoma patients. Br J Haematol 2021; 195:399-404. [PMID: 34318932 DOI: 10.1111/bjh.17734] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/13/2021] [Indexed: 11/30/2022]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is an aggressive, heterogeneous neoplasm where prognostication and therapeutic decision are challenging. The available prognostic tools are not able to identify all patients refractory to treatment. MicroRNAs, small RNAs frequently deregulated in cancer, stably circulate in biofluids, representing interesting candidates for non-invasive biomarkers. Here we validated serum miR-22, an evolutionarily conserved microRNA, as a prognostic/predictive biomarker in DLBCL. Moreover, we found that its expression and release from DLBCL cells are related to therapy response and adversely affect cell proliferation. These results suggest that miR-22 is a promising complementary or even independent non-invasive biomarker for DLBCL management.
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Affiliation(s)
- Federica Rinaldi
- Department of Research, Advanced Diagnostics and Technological Innovation, Oncogenomic and Epigenetic Unit, Translational Research Area, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Francesco Marchesi
- Department of Clinical and Experimental Oncology, Hematology and Stem Cell Transplant Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Francesca Palombi
- Department of Clinical and Experimental Oncology, Hematology and Stem Cell Transplant Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Andrea Pelosi
- Immunology Area, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | | | - Andrea Sacconi
- Department of Research, Advanced Diagnostics and Technological Innovation, Clinical Trial Center, Biostatistics and Bioinformatics Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Irene Terrenato
- Department of Research, Advanced Diagnostics and Technological Innovation, Clinical Trial Center, Biostatistics and Bioinformatics Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Ombretta Annibali
- Hematology and Stem Cell Transplantation Unit, University Campus Bio-Medico, Rome, Italy
| | - Valeria Tomarchio
- Hematology and Stem Cell Transplantation Unit, University Campus Bio-Medico, Rome, Italy
| | - Mirella Marino
- Department of Research, Advanced Diagnostics and Technological Innovation, Pathology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Maria Cantonetti
- Hematology Unit of Lymphoproliferative Disorders, Policlinico Tor Vergata (PTV) Foundation, Rome, Italy
| | - Sara Vaccarini
- Hematology Unit of Lymphoproliferative Disorders, Policlinico Tor Vergata (PTV) Foundation, Rome, Italy
| | - Elena Papa
- Department of Clinical and Experimental Oncology, Hematology and Stem Cell Transplant Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Lorenzo Moretta
- Immunology Area, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Francesco Bertoni
- Faculty of Biomedical Sciences, Institute of Oncology Research, USI, Bellinzona, Switzerland.,Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - Andrea Mengarelli
- Department of Clinical and Experimental Oncology, Hematology and Stem Cell Transplant Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Giulia Regazzo
- Department of Research, Advanced Diagnostics and Technological Innovation, Oncogenomic and Epigenetic Unit, Translational Research Area, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Maria G Rizzo
- Department of Research, Advanced Diagnostics and Technological Innovation, Oncogenomic and Epigenetic Unit, Translational Research Area, IRCCS Regina Elena National Cancer Institute, Rome, Italy
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Micro-RNA 122 and micro-RNA 96 affected human osteosarcoma biological behavior and associated with prognosis of patients with osteosarcoma. Biosci Rep 2021; 40:226707. [PMID: 33078195 PMCID: PMC7736625 DOI: 10.1042/bsr20201529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 07/20/2020] [Accepted: 07/29/2020] [Indexed: 11/17/2022] Open
Abstract
Osteosarcoma (OS) is the most common bone malignancy in both children and adolescents. In the present study, we aimed to explore the association of miRNA-122 and miRNA-96 expression with the clinical characteristics and prognosis of patients with osteosarcoma. The expression of miRNA-122 and miRNA-96 in human osteosarcoma cell lines and tissues were detected in the present study. Reverse transcriptase-PCR (RT-PCR) was used to determine the expression levels of miRNA-122 and miRNA-96 in 68 human OS samples. We found that MiRNA-122 and miRNA-96 were widely up-regulated in osteosarcoma, gastric cancer and pancreatic cancer. In HOS, Saos-2 and U2OS osteosarcoma cells, miRNA-122 and miRNA-96 were up-regulated significantly, while down-regulated in MG-63 cells. After further investigation, we found that miRNA-122 and miRNA-96 concentrations were significantly higher in the tumor tissues than those in the normal tissues (P<0.01). Moreover, the cell proliferation of LV-miRNA-122-RNAi and LV-miRNA-96-RNAi transfected SaOS2 was significantly decreased compared with the LV- miRNA-122-RNAi-CN and LV- miRNA-96-RNAi group. After adjusting for competing risk factors, we found combined high miRNA-122 and miRNA-96 expression was identified as independent predictor of overall survival.
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Twist activates miR-22 to suppress estrogen receptor alpha in breast cancer. Mol Cell Biochem 2021; 476:2295-2306. [PMID: 33582945 DOI: 10.1007/s11010-021-04065-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 01/11/2021] [Indexed: 12/16/2022]
Abstract
TWIST1 (Twist) is a basic helix-loop-helix transcription factor that is overexpressed in many cancers and promotes tumor cell invasion, metastasis, and recurrence. In this study, we demonstrate that Twist upregulates expression of microRNA 22 (miR-22) which, in turn, downregulates estrogen receptor alpha (ER) expression in breast cancer. Initial analysis of miR-22 and Twist expression in a panel of breast cancer cell lines showed a direct correlation between Twist and miR-22 levels with miR-22 being highly expressed in ER negative cell lines. Overexpressing Twist caused increased miR-22 levels while downregulating it led to decreased miR-22 expression. To characterize the upstream promoter region of miR-22, we utilized rapid amplification of cDNA ends and identified the transcription start site and the putative promoter region of miR-22. Mechanistically, we determined that Twist, in combination with HDAC1 and DNMT3B, transcriptionally upregulates miR-22 expression by binding to E-boxes in the proximal miR-22 promoter. We also established that miR-22 causes an increase in growth in 3D but not 2D cultures. Importantly, we observed a direct correlation between increased breast cancer grade and Twist and miR-22 expression. We also identified two potential miR-22 binding sites in the 3'-UTR region of ER and confirmed by promoter assays that miR-22 regulates ER expression by binding to both target sites. These results reveal a novel pathway of ER suppression by Twist through miR-22 activation that could potentially promote the ER negative phenotype in breast cancers.
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Hua X, Zhang H, Jia J, Chen S, Sun Y, Zhu X. Roles of S100 family members in drug resistance in tumors: Status and prospects. Biomed Pharmacother 2020; 127:110156. [PMID: 32335300 DOI: 10.1016/j.biopha.2020.110156] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 04/06/2020] [Accepted: 04/08/2020] [Indexed: 02/06/2023] Open
Abstract
Chemotherapy and targeted therapy can significantly improve survival rates in cancer, but multiple drug resistance (MDR) limits the efficacy of these approaches. Understanding the molecular mechanisms underlying MDR is crucial for improving drug efficacy and clinical outcomes of patients with cancer. S100 proteins belong to a family of calcium-binding proteins and have various functions in tumor development. Increasing evidence demonstrates that the dysregulation of various S100 proteins contributes to the development of drug resistance in tumors, providing a basis for the development of predictive and prognostic biomarkers in cancer. Therefore, a combination of biological inhibitors or sensitizers of dysregulated S100 proteins could enhance therapeutic responses. In this review, we provide a detailed overview of the mechanisms by which S100 family members influence resistance of tumors to cancer treatment, with a focus on the development of effective strategies for overcoming MDR.
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Affiliation(s)
- Xin Hua
- Southeast University Medical College, Nanjing, 210009, China.
| | - Hongming Zhang
- Department of Respiratory Medicine, Yancheng Third People's Hospital, Southeast University Medical College, Yancheng, 224000, China.
| | - Jinfang Jia
- Southeast University Medical College, Nanjing, 210009, China.
| | - Shanshan Chen
- Southeast University Medical College, Nanjing, 210009, China.
| | - Yue Sun
- Southeast University Medical College, Nanjing, 210009, China.
| | - Xiaoli Zhu
- Southeast University Medical College, Nanjing, 210009, China; Department of Respiratory Medicine, Zhongda Hospital of Southeast University Medical College, Nanjing, 210009, China.
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