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Bugajova M, Raudenska M, Masarik M, Kalfert D, Betka J, Balvan J. RNAs in tumour-derived extracellular vesicles and their significance in the tumour microenvironment. Int J Cancer 2024; 155:1147-1161. [PMID: 38845351 DOI: 10.1002/ijc.35035] [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: 01/12/2024] [Revised: 04/11/2024] [Accepted: 05/03/2024] [Indexed: 08/03/2024]
Abstract
Small extracellular vesicles (sEVs) secreted by various types of cells serve as crucial mediators of intercellular communication within the complex tumour microenvironment (TME). Tumour-derived small extracellular vesicles (TDEs) are massively produced and released by tumour cells, recapitulating the specificity of their cell of origin. TDEs encapsulate a variety of RNA species, especially messenger RNAs, microRNAs, long non-coding RNAs, and circular RNAs, which release to the TME plays multifaced roles in cancer progression through mediating cell proliferation, invasion, angiogenesis, and immune evasion. sEVs act as natural delivery vehicles of RNAs and can serve as useful targets for cancer therapy. This review article provides an overview of recent studies on TDEs and their RNA cargo, with emphasis on the role of these RNAs in carcinogenesis.
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Affiliation(s)
- Maria Bugajova
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martina Raudenska
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Michal Masarik
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- BIOCEV, First Faculty of Medicine, Charles University, Praha, Czech Republic
| | - David Kalfert
- Department of Otorhinolaryngology and Head and Neck Surgery, First Faculty of Medicine, University Hospital Motol, Charles University, Prague, Czech Republic
| | - Jan Betka
- Department of Otorhinolaryngology and Head and Neck Surgery, First Faculty of Medicine, University Hospital Motol, Charles University, Prague, Czech Republic
| | - Jan Balvan
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
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2
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Ma Y, Nenkov M, Berndt A, Abubrig M, Schmidt M, Sandhaus T, Huber O, Clement JH, Lang SM, Chen Y, Gaßler N. The Diagnostic Value of ACSL1, ACSL4, and ACSL5 and the Clinical Potential of an ACSL Inhibitor in Non-Small-Cell Lung Cancer. Cancers (Basel) 2024; 16:1170. [PMID: 38539505 PMCID: PMC10969076 DOI: 10.3390/cancers16061170] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/11/2024] [Accepted: 03/15/2024] [Indexed: 01/11/2025] Open
Abstract
Abnormal expression of ACSL members 1, 3, 4, 5, and 6 is frequently seen in human cancer; however, their clinical relevance is unclear. In this study, we analyzed the expression of ACSLs and investigated the effects of the ACSL inhibitor Triacsin C (TC) in lung cancer. We found that, compared to normal human bronchial epithelial (NHBE) cells, ACSL1, ACSL4, and ACSL6 were highly expressed, while ACSL3 and ACSL5 were lost in the majority of lung cancer cell lines. ACSL activity was associated with the expression levels of the ACSLs. In primary lung tumors, a higher expression of ACSL1, ACSL4, and ACSL5 was significantly correlated with adenocarcinoma (ADC). Moreover, ACSL5 was significantly reversely related to the proliferation marker Ki67 in low-grade tumors, while ACSL3 was positively associated with Ki67 in high-grade tumors. Combination therapy with TC and Gemcitabine enhanced the growth-inhibitory effect in EGFR wild-type cells, while TC combined with EGFR-TKIs sensitized the EGFR-mutant cells to EGFR-TKI treatment. Taken together, the data suggest that ACSL1 may be a biomarker for lung ADC, and ACSL1, ACSL4, and ACSL5 may be involved in lung cancer differentiation, and TC, in combination with chemotherapy or EGFR-TKIs, may help patients overcome drug resistance.
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Affiliation(s)
- Yunxia Ma
- Section Pathology of the Institute of Forensic Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Miljana Nenkov
- Section Pathology of the Institute of Forensic Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Alexander Berndt
- Section Pathology of the Institute of Forensic Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Mohamed Abubrig
- Section Pathology of the Institute of Forensic Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Martin Schmidt
- Institute of Biochemistry II, Jena University Hospital, Friedrich Schiller University Jena, Nonnenplan 2, 07747 Jena, Germany
| | - Tim Sandhaus
- Clinic of Cardiothoracic Surgery, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Otmar Huber
- Institute of Biochemistry II, Jena University Hospital, Friedrich Schiller University Jena, Nonnenplan 2, 07747 Jena, Germany
| | - Joachim H. Clement
- Department of Hematology and Medical Oncology, Jena University Hospital, Am Klinikum 1, 07747 Jena, Germany
| | - Susanne M. Lang
- Department of Internal Medicine V, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany;
| | - Yuan Chen
- Section Pathology of the Institute of Forensic Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Nikolaus Gaßler
- Section Pathology of the Institute of Forensic Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany
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Song D, Yang X, Chen Y, Hu P, Zhang Y, Zhang Y, Liang N, Xie J, Qiao L, Deng G, Chen F, Zhang J. Advances in anti-tumor based on various anaerobic bacteria and their derivatives as drug vehicles. Front Bioeng Biotechnol 2023; 11:1286502. [PMID: 37854883 PMCID: PMC10579911 DOI: 10.3389/fbioe.2023.1286502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 09/21/2023] [Indexed: 10/20/2023] Open
Abstract
Cancer therapies, such as chemotherapy and radiotherapy, are often unsatisfactory due to several limitations, including drug resistance, inability to cross biological barriers, and toxic side effects on the body. These drawbacks underscore the need for alternative treatments that can overcome these challenges and provide more effective and safer options for cancer patients. In recent years, the use of live bacteria, engineered bacteria, or bacterial derivatives to deliver antitumor drugs to specific tumor sites for controlled release has emerged as a promising therapeutic tool. This approach offers several advantages over traditional cancer therapies, including targeted drug delivery and reduced toxicity to healthy tissues. Ongoing research in this field holds great potential for further developing more efficient and personalized cancer therapies, such as E. coli, Salmonella, Listeria, and bacterial derivatives like outer membrane vesicles (OMVs), which can serve as vehicles for drugs, therapeutic proteins, or antigens. In this review, we describe the advances, challenges, and future directions of research on using live bacteria or OMVs as carriers or components derived from bacteria of delivery systems for cancer therapy.
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Affiliation(s)
- Daichen Song
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Xiaofan Yang
- School of Clinical Medicine, Jining Medical University, Jining, China
| | - Yanfei Chen
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Pingping Hu
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Yingying Zhang
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Yan Zhang
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Ning Liang
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Jian Xie
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Lili Qiao
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Guodong Deng
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Fangjie Chen
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Jiandong Zhang
- Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Department of Oncology, Shandong Lung Cancer Institute, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, China
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Das PK, Siddika A, Rashel KM, Auwal A, Soha K, Rahman MA, Pillai S, Islam F. Roles of long noncoding RNA in triple-negative breast cancer. Cancer Med 2023; 12:20365-20379. [PMID: 37795578 PMCID: PMC10652353 DOI: 10.1002/cam4.6600] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 09/02/2023] [Accepted: 09/17/2023] [Indexed: 10/06/2023] Open
Abstract
INTRODUCTION Long noncoding RNAs (lncRNAs) play crucial roles in regulating various hallmarks in cancers. Triple-negative (Estrogen receptor, ER; Human epidermal growth factor receptor 2, HER2; Progesterone receptor, PR) breast cancer (TNBC) is the most aggressive form of breast cancers with a poor prognosis and no available molecular targeted therapy. METHODS We reviewed the current literature on the roles of lncRNAs in the pathogenesis, therapy resistance, and prognosis of patients with TBNC. RESULTS LncRNAs are associated with TNBC pathogenesis, therapy resistance, and prognosis. For example, lncRNAs such as small nucleolar RNA host gene 12 (SNHG12), highly upregulated in liver cancer (HULC) HOX transcript antisense intergenic RNA (HOTAIR), lincRNA-regulator of reprogramming (LincRNA-ROR), etc., are aberrantly expressed in TNBC and are involved in the pathogenesis of the disease. LncRNAs act as a decoy, scaffold, or sponge to regulate the expression of genes, miRNAs, and transcription factors associated with pathogenesis and progression of TNBC. Moreover, lncRNAs such as ferritin heavy chain 1 pseudogene 3 (FTH1P3), BMP/OP-responsive gene (BORG) contributes to the therapy resistance property of TNBC through activating ABCB1 (ATP-binding cassette subfamily B member 1) drug efflux pumps by increasing DNA repair capacity or by inducing signaling pathway involved in therapeutic resistance. CONCLUSION In this review, we outline the functions of various lncRNAs along with their molecular mechanisms involved in the pathogenesis, therapeutic resistance of TBNC. Also, the prognostic implications of lncRNAs in patients with TNBC is illustrated. Moreover, potential strategies targeting lncRNAs against highly aggressive TNBC is discussed in this review.
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Affiliation(s)
- Plabon Kumar Das
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
- Institute for GlycomicsGriffith UniversityGold CoastAustralia
| | - Ayesha Siddika
- Institute of Tissue Banking & Biomaterial Research, Atomic Energy Research Establishment (AERE) SavarDhakaBangladesh
| | - Khan Mohammad Rashel
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Abdul Auwal
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Kazi Soha
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Md. Arifur Rahman
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Suja Pillai
- School of Biomedical SciencesUniversity of QueenslandSaint LuciaAustralia
| | - Farhadul Islam
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
- Institute for GlycomicsGriffith UniversityGold CoastAustralia
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Samanta P, Bhowmik A, Biswas S, Sarkar R, Ghosh R, Pakhira S, Mondal M, Sen S, Saha P, Hajra S. Therapeutic Effectiveness of Anticancer Agents Targeting Different Signaling Molecules Involved in Asymmetric Division of Cancer Stem Cell. Stem Cell Rev Rep 2023:10.1007/s12015-023-10523-3. [PMID: 36952080 DOI: 10.1007/s12015-023-10523-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/25/2023] [Indexed: 03/24/2023]
Abstract
Intra-tumoral heterogeneity is maintained by cancer stem cells (CSCs) with dysregulated self-renewal and asymmetric cell division (ACD). According to the cancer stem cell theory, by ACD a CSC can generate two daughter progenies with different fates such as one cancer stem cell and one differentiated cell. Therefore, this type of mitotic division supports vital process of the maintenance of CSC population. But this CSC pool reservation by ACD complicates the treatment of cancer patients, as CSCs give rise to aggressive clones which are prone to metastasis and drug-insensitivity. Hence, identification of therapeutic modalities which can target ACD of cancer stem cell is an intriguing part of cancer research. In this review, other than the discussion about the extrinsic inducers of ACD role of different proteins, miRNAs and lncRNAs in this type of cell division is also mentioned. Other than these, mode of action of the proven and potential drugs targeting ACD of CSC is also discussed here.
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Affiliation(s)
- Priya Samanta
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Arijit Bhowmik
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India.
| | - Souradeep Biswas
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Rupali Sarkar
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Rituparna Ghosh
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Shampa Pakhira
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Mrinmoyee Mondal
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Soummadeep Sen
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Prosenjit Saha
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India
| | - Subhadip Hajra
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, Shyama Prasad Mukherjee Rd, Bakul Bagan, Bhowanipore, Kolkata, West Bengal, 700026, India.
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6
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Pillai S, Roy N. Plasticity of Cancer Stem Cell. CANCER STEM CELLS: BASIC CONCEPT AND THERAPEUTIC IMPLICATIONS 2023:101-117. [DOI: 10.1007/978-981-99-3185-9_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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7
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Akhtarkhavari T, Bahrami AR, M Matin M. Downregulation of miR-21 as a promising strategy to overcome drug resistance in cancer. Eur J Pharmacol 2022; 932:175233. [PMID: 36038011 DOI: 10.1016/j.ejphar.2022.175233] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 08/09/2022] [Accepted: 08/22/2022] [Indexed: 11/30/2022]
Abstract
Despite tremendous achievements in the field of targeted cancer therapy, chemotherapy is still the main treatment option, which is challenged by acquired drug resistance. Various microRNAs are involved in developing drug-resistant cells. miR-21 is one of the first identified miRNAs involved in this process. Here, we conducted a literature review to categorize different mechanisms employed by miR-21 to drive drug resistance. miR-21 targets various genes involved in many pathways that can justify chemoresistance. It alters cancer cell metabolism and facilitates adaptation to the new environment. It also enhances drug detoxification in cancerous cells and increases genomic instability. We also summarized various strategies applied for the inhibition of miR-21 in order to reverse cancer drug resistance. These strategies include the delivery of antagomiRs, miRZip knockdown vectors, inhibitory small molecules, CRISPR-Cas9 technology, catalytic nucleic acids, artificial DNA and RNA sponges, and nanostructures like mesoporous silica nanoparticles, dendrimers, and exosomes. Furthermore, current challenges and limitations in targeting miR-21 are discussed in this article. Although huge progress has been made in the downregulation of miR-21 in drug-resistant cancer cells, there are still many challenges to be resolved. More research is still required to find the best strategy and timeline for the downregulation of miR-21 and also the most feasible approach for the delivery of this system into the tumor cells. In conclusion, downregulation of miR-21 would be a promising strategy to reverse chemoresistance, but still, more studies are required to clarify the aforementioned issues.
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Affiliation(s)
- Tara Akhtarkhavari
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Ahmad Reza Bahrami
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran; Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Maryam M Matin
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran; Novel Diagnostics and Therapeutics Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran; Stem Cell and Regenerative Medicine Research Group, Academic Center for Education, Culture and Research (ACECR)-Khorasan Razavi, Mashhad, Iran.
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8
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He Q, Hao P, He G, Mai H, Liu W, Zhang W, Zhang K, Zhong G, Guo R, Yu C, Li Y, Wong C, Chen Q, Chen Y. IGF2BP1-regulated expression of ERRα is involved in metabolic reprogramming of chemotherapy resistant osteosarcoma cells. Lab Invest 2022; 20:348. [PMID: 35918761 PMCID: PMC9344706 DOI: 10.1186/s12967-022-03549-7] [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: 01/17/2022] [Accepted: 07/18/2022] [Indexed: 11/15/2022]
Abstract
Doxorubicin (Dox) is the standard treatment approach for osteosarcoma (OS), while acquired drug resistance seriously attenuates its treatment efficiency. The present study aimed to investigate the potential roles of metabolic reprogramming and the related regulatory mechanism in Dox-resistant OS cells. The results showed that the ATP levels, lactate generation, glucose consumption and oxygen consumption rate were significantly increased in Dox-resistant OS cells compared with parental cells. Furthermore, the results revealed that the increased expression of estrogen-related receptor alpha (ERRα) was involved in metabolic reprogramming in chemotherapy resistant OS cells, since targeted inhibition of ERRα restored the shifting of metabolic profiles. Mechanistic analysis indicated that the mRNA stability, rather than ERRα transcription was markedly increased in chemoresistant OS cells. Therefore, it was hypothesized that the 3ʹ-untranslated region of ERRα mRNA was methylated by N6-methyladenine, which could further recruit insulin-like growth factor 2 mRNA binding protein 1 (IGF2BP1) to suppress mRNA decay and increase mRNA stability. IGF2BP1 knockdown downregulated ERRα and reversed the metabolic alteration of resistant OS cells. Additionally, the oncogenic effect of the IGF2BP1/ERRα axis on Dox-resistant OS cells was verified by in vitro and in vivo experiments. Clinical analysis also revealed that the expression levels of IGF2BP1 and ERRα were associated with the clinical progression of OS. Collectively, the current study suggested that the IGF2BP1/ERRα axis could regulate metabolic reprogramming to contribute to the chemoresistance of OS cells.
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Affiliation(s)
- Qing He
- Department of Surgical Intensive Care Unit, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Peng Hao
- Department of Surgical Intensive Care Unit, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Gang He
- Department of Orthopedics, Guangzhou Zengcheng District People's Hospital, Guangzhou, China
| | - Hantao Mai
- Department of Surgical Intensive Care Unit, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wenzhou Liu
- Department of Orthopedics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, No.107, Yanjiang West Road, Yuexiu, Guangzhou, 510120, China
| | - Weiqiong Zhang
- Department of Orthopedics, Guangzhou Zengcheng District People's Hospital, Guangzhou, China
| | - Kelin Zhang
- Department of Surgical Intensive Care Unit, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Guifang Zhong
- Department of Surgical Intensive Care Unit, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ruilian Guo
- Department of Surgical Intensive Care Unit, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Changzhi Yu
- Department of Chinese Traditional Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yang Li
- Pediatric Hematology & Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Chipiu Wong
- Department of Orthopedics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, No.107, Yanjiang West Road, Yuexiu, Guangzhou, 510120, China
| | - Qian Chen
- Department of Orthopedics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, No.107, Yanjiang West Road, Yuexiu, Guangzhou, 510120, China
| | - Yantao Chen
- Department of Orthopedics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, No.107, Yanjiang West Road, Yuexiu, Guangzhou, 510120, China.
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Shao M, Jiang L, Meng Z, Xu J. Computational Drug Repurposing Based on a Recommendation System and Drug-Drug Functional Pathway Similarity. Molecules 2022; 27:1404. [PMID: 35209193 PMCID: PMC8878172 DOI: 10.3390/molecules27041404] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/13/2022] [Accepted: 02/16/2022] [Indexed: 02/05/2023] Open
Abstract
Drug repurposing identifies new clinical indications for existing drugs. It can be used to overcome common problems associated with cancers, such as heterogeneity and resistance to established therapies, by rapidly adapting known drugs for new treatment. In this study, we utilized a recommendation system learning model to prioritize candidate cancer drugs. We designed a drug-drug pathway functional similarity by integrating multiple genetic and epigenetic alterations such as gene expression, copy number variation (CNV), and DNA methylation. When compared with other similarities, such as SMILES chemical structures and drug targets based on the protein-protein interaction network, our approach provided better interpretable models capturing drug response mechanisms. Furthermore, our approach can achieve comparable accuracy when evaluated with other learning models based on large public datasets (CCLE and GDSC). A case study about the Erlotinib and OSI-906 (Linsitinib) indicated that they have a synergistic effect to reduce the growth rate of tumors, which is an alternative targeted therapy option for patients. Taken together, our computational method characterized drug response from the viewpoint of a multi-omics pathway and systematically predicted candidate cancer drugs with similar therapeutic effects.
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Affiliation(s)
- Mengting Shao
- Computational Systems Biology Laboratory, Department of Bioinformatics, Shantou University Medical College (SUMC), Shantou 515041, China
- Department of Computer Science, College of Computer Engineering and Applied Mathematics, Changsha University, Changsha 410005, China
| | - Leiming Jiang
- Computational Systems Biology Laboratory, Department of Bioinformatics, Shantou University Medical College (SUMC), Shantou 515041, China
| | - Zhigang Meng
- Department of Computer Science, College of Computer Engineering and Applied Mathematics, Changsha University, Changsha 410005, China
| | - Jianzhen Xu
- Computational Systems Biology Laboratory, Department of Bioinformatics, Shantou University Medical College (SUMC), Shantou 515041, China
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10
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Huang Y, Gong K, Chen J, Deng H, Weng K, Wu H, Li K, Xiao B, Luo S, Hao W. Preclinical efficacy and involvement of mTOR signaling in the mechanism of Orf virus against nasopharyngeal carcinoma cells. Life Sci 2022; 291:120297. [PMID: 35007565 DOI: 10.1016/j.lfs.2021.120297] [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: 11/08/2021] [Revised: 12/17/2021] [Accepted: 12/31/2021] [Indexed: 12/24/2022]
Abstract
AIMS Orf virus (ORFV) is a parapoxvirus causing contagious ecthyma in sheep and goats. With inhibitory role of ORFV reported by previous studies, ORFV can be a candidate of oncolytic virus. However, few studies reported the application and mechanism of ORFV in nasopharyngeal carcinoma (NPC). We aimed to elucidate the anti-tumor mechanism of ORFV against NPC cells. MATERIALS AND METHODS The anti-tumor effect of ORFV in NPC cells was confirmed by cell counting kit 8 (CCK-8) assay, flow cytometry and Western blot. In vitro and in vivo experiments were adopted to evaluate the inhibitory effect of ORFV in NPC cells. Western blot was used to determine the down-regulation of rapamycin (mTOR) signaling and autophagy enhancement induced by ORFV. To explore the mechanism of ORFV on NPC cells, mTOR signaling agonist and autophagy inhibitors were used to rescue the effects of ORFV. KEY FINDINGS The results indicated that ORFV replicates in NPC cells, thus induces the apoptosis of NPC cells. Moreover, ORFV can effectively inhibit NPC cell growth in vivo. ORFV infection in NPC cells leads to the mTOR signaling inhibition and up-regulated autophagy, which might be the specific mechanism of ORFV in killing tumor cells. As to safety confirmation, normal nasopharyngeal epithelial cells NP69 are insensitive to ORFV. More importantly, ORFV would not cause organ damage in vivo. SIGNIFICANCES Our data clarified that ORFV induces autophagy of NPC cells via inhibiting mTOR signaling, thus further inducing apoptosis. The anti-tumor role of ORFV might provide a preclinical strategy for NPC treatment.
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Affiliation(s)
- Yinger Huang
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China
| | - Kunxiang Gong
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Department of Gynecology and Obstetrics, Guangzhou Women and Children's Medical Center, Guangzhou 510000, Guangdong, PR China
| | - Jialing Chen
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China
| | - Hao Deng
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Stem Cell Clinical Transformation and Application Center, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen 518000,Guangdong, PR China
| | - Kongyan Weng
- Department of Transfusion Medicine, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou 350001, PR China
| | - Hongfeng Wu
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China
| | - Kun Li
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China
| | - Bin Xiao
- Department of Clinical Laboratory, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan 511500, PR China
| | - Shuhong Luo
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Department of Laboratory Medicine, School of Stomatology and Medicine, Foshan University, Foshan 528000, PR China.
| | - Wenbo Hao
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou 510515, Guangdong, PR China; Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, Southern Medical University, Guangzhou 510515, Guangdong, PR China.
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11
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Hua T, Wang RM, Zhang XC, Zhao BB, Fan SB, Liu DX, Wang W. ZNF76 predicts prognosis and response to platinum chemotherapy in human ovarian cancer. Biosci Rep 2021; 41:BSR20212026. [PMID: 34793589 PMCID: PMC8661506 DOI: 10.1042/bsr20212026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 11/06/2021] [Accepted: 11/16/2021] [Indexed: 02/06/2023] Open
Abstract
Ovarian cancer (OV) is the most lethal gynecologic malignancy. One major reason of the high mortality of the disease is due to platinum-based chemotherapy resistance. Increasing evidence reveal the important biological functions and clinical significance of zinc finger proteins (ZNFs) in OV. In the present study, the relationship between the zinc finger protein 76 (ZNF76) and clinical outcome and platinum resistance in patients with OV was explored. We further analyzed ZNF76 expression via multiple gene expression databases and identified its functional networks using cBioPortal. RT-qPCR and IHC assay shown that the ZNF76 mRNA and protein expression were significantly lower in OV tumor than that in normal ovary tissues. A strong relationship between ZNF76 expression and platinum resistance was determined in patients with OV. The low expression of ZNF76 was associated with worse survival in OV. Multivariable analysis showed that the low expression of ZNF76 was an independent factor predicting poor outcome in OV. The prognosis value of ZNF76 in pan-cancer was validated from multiple cohorts using the PrognoScan database and GEPIA 2. A gene-clinical nomogram was constructed by multivariate cox regression analysis, combined with clinical characterization and ZNF76 expression in TCGA. Functional network analysis suggested that ZNF76 was involved in several biology progressions which associated with OV. Ten hub genes (CDC5L, DHX16, SNRPC, LSM2, CUL7, PFDN6, VARS, HSD17B8, PPIL1, and RGL2) were identified as positively associated with the expression of ZNF76 in OV. In conclusion, ZNF76 may serve as a promising prognostic-related biomarker and predict the response to platinum in OV patients.
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Affiliation(s)
- Tian Hua
- Department of Gynaecology, Affiliated Xing Tai People Hospital of Hebei Medial University 399 Shunde Road, Xingtai 054001, China
| | - Rui-min Wang
- Department of Gynaecology, Affiliated Xing Tai People Hospital of Hebei Medial University 399 Shunde Road, Xingtai 054001, China
| | - Xiao-chong Zhang
- Department of Clinical laboratory, Affiliated Xingtai People Hospital of Hebei Medial University, 399 Shunde Road, Xingtai 054001, China
| | - Bei-bei Zhao
- Department of Gynaecology, Affiliated Xing Tai People Hospital of Hebei Medial University 399 Shunde Road, Xingtai 054001, China
| | - Shao-bei Fan
- Department of Gynaecology, Affiliated Xing Tai People Hospital of Hebei Medial University 399 Shunde Road, Xingtai 054001, China
| | - Deng-xiang Liu
- Department of oncology, Affiliated Xingtai People Hospital of Hebei Medial University 399 Shunde Road, Xingtai 054001, China
| | - Wei Wang
- Department of Obstetrics and Gynaecology, Hebei Medical University, Second Hospital, Shijiazhuang 050001, China
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