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Wang Y, Yao N, Sun J. Upregulation of miR-194-5p or silencing of PRC1 enhances radiotherapy sensitivity in esophageal squamous carcinoma cells. Heliyon 2023; 9:e22282. [PMID: 38046164 PMCID: PMC10686870 DOI: 10.1016/j.heliyon.2023.e22282] [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: 07/31/2023] [Revised: 11/08/2023] [Accepted: 11/08/2023] [Indexed: 12/05/2023] Open
Abstract
Background To investigate the possible molecular mechanism of miR-194-5p/PRC1/Wnt/β-catenin signaling axis that regulates the invasive metastatic ability and radiotherapy sensitivity of esophageal squamous cell carcinoma (ESCC) cells. Methods ESCC-related differentially expressed miRNAs were identified by microarray analysis, followed by the identification of a putative target. The targeting relationship between miR-194-5p and PRC1 was assayed. A series of mimic and shRNA were transfected into ESCC cells to find out the mechanism of miR-194-5p in ESCC by regulating PRC1 through Wnt/β-catenin signaling pathway and their effect on cell proliferation, migration, invasion, and radiosensitivity as well as xenograft tumor growth and metastasis in nude mice. Results We demonstrated low miR-194-5p expression and high PRC1 expression in ESCC tissues and cells. PRC1 was confirmed as a putative target for miR-194-5p. High miR-194-5p or silenced PRC1 enhanced ESCC cell radiosensitivity but reduced proliferation, invasion, and migration via PRC1 through modulation of the Wnt/β-catenin signaling pathway. Animal experiments also validated that overexpression of miR-194-5p suppressed tumorigenesis and in vivo metastasis in nude mice.Conclusion: miR-194-5p can inhibit the Wnt/β-catenin signaling pathway through down-regulation of the PRC1 gene, thereby enhancing the sensitivity of ESCC cells to radiotherapy and attenuating the invasion and metastasis ability of ESCC cells.
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Affiliation(s)
- Yan Wang
- Department of Radiotherapy, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, PR China
| | - Ninghua Yao
- Department of Radiotherapy, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, PR China
| | - Jie Sun
- Department of Radiotherapy, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, PR China
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2
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Dai S, Zhang C, Wei X, Wang X, Wen Y, Gao F, Zhao L, Shan B. RNA sequencing reveals the implication of the circRNA-associated ceRNA network in oesophageal squamous cell carcinoma. Carcinogenesis 2023; 44:596-609. [PMID: 37402652 DOI: 10.1093/carcin/bgad050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 06/05/2023] [Accepted: 07/03/2023] [Indexed: 07/06/2023] Open
Abstract
Circular RNAs (circRNAs) have attracted increasing attention in cancer research. However, there are few studies about the high-throughput sequencing for clinical cohorts focussing on the expression characteristics and regulatory networks of circRNAs in oesophageal squamous cell carcinoma (ESCC) until now. Present study aim to comprehensively recognize the functional and mechanistic patterns of circRNA through constructing a circRNA-related competing endogenous RNA (ceRNA) network in ESCC. Summarily, RNA high-throughput sequencing was adopted to assess the circRNA, miRNA and mRNA expression profiles in ESCC. Through bioinformatics methods, a circRNA-miRNA-mRNA coexpression network was constructed and hub genes was identified. Finally, cellular function experiments combined with bioinformatics analysis were conducted to verify the identified circRNA was involved in the progression of ESCC through ceRNA mechanism. In this study, we established a ceRNA regulatory network, including 5 circRNAs, 7 miRNAs and 197 target mRNAs, and 20 hub genes were screened and identified to exert important roles in the progression of ESCC. As a verification, hsa_circ_0002470 (circIFI6) was revealed to be highly expressed in ESCC and regulate the expression of hub genes by absorbing miR-497-5p and miR-195-5p through ceRNA mechanism. Our results further indicated that silencing of circIFI6 repressed proliferation and migration of ESCC cells, highlighting the tumour promotion effects of circIFI6 in ESCC. Collectively, our study contributes a new insight into the progression of ESCC from the perspective of the circRNA-miRNA-mRNA network, shedding light on the circRNA research in ESCC.
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Affiliation(s)
- Suli Dai
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
| | - Cong Zhang
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
| | - Xiaojian Wei
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
| | - Xiaohan Wang
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
| | - Yang Wen
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
| | - Feng Gao
- Thoracic Surgery Department, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
| | - Lianmei Zhao
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
| | - Baoen Shan
- Research Center, The Fourth Hospital of Hebei Medical University, Jiankang Road 12, Shijiazhuang 050011, China
- Key Laboratory of Tumor Gene Diagnosis, Prevention and Therapy; Clinical Oncology Research Center, Hebei Province, The Fourth Hospital of Hebei Medical University, Shijiazhuang 050011, China
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Todorova VK, Byrum SD, Mackintosh SG, Jamshidi-Parsian A, Gies AJ, Washam CL, Jenkins SV, Spiva T, Bowman E, Reyna NS, Griffin RJ, Makhoul I. Exosomal MicroRNA and Protein Profiles of Hepatitis B Virus-Related Hepatocellular Carcinoma Cells. Int J Mol Sci 2023; 24:13098. [PMID: 37685904 PMCID: PMC10487651 DOI: 10.3390/ijms241713098] [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: 07/18/2023] [Revised: 08/14/2023] [Accepted: 08/18/2023] [Indexed: 09/10/2023] Open
Abstract
Infection with hepatitis B virus (HBV) is a main risk factor for hepatocellular carcinoma (HCC). Extracellular vesicles, such as exosomes, play an important role in tumor development and metastasis, including regulation of HBV-related HCC. In this study, we have characterized exosome microRNA and proteins released in vitro from hepatitis B virus (HBV)-related HCC cell lines SNU-423 and SNU-182 and immortalized normal hepatocyte cell lines (THLE2 and THLE3) using microRNA sequencing and mass spectrometry. Bioinformatics, including functional enrichment and network analysis, combined with survival analysis using data related to HCC in The Cancer Genome Atlas (TCGA) database, were applied to examine the prognostic significance of the results. More than 40 microRNAs and 200 proteins were significantly dysregulated (p < 0.05) in the exosomes released from HCC cells in comparison with the normal liver cells. The functional analysis of the differentially expressed exosomal miRNAs (i.e., mir-483, mir-133a, mir-34a, mir-155, mir-183, mir-182), their predicted targets, and exosomal differentially expressed proteins (i.e., POSTN, STAM, EXOC8, SNX9, COL1A2, IDH1, FN1) showed correlation with pathways associated with HBV, virus activity and invasion, exosome formation and adhesion, and exogenous protein binding. The results from this study may help in our understanding of the role of HBV infection in the development of HCC and in the development of new targets for treatment or non-invasive predictive biomarkers of HCC.
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Affiliation(s)
- Valentina K. Todorova
- Department of Internal Medicine/Division of Hematology/Oncology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
| | - Stephanie D. Byrum
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (S.D.B.); (S.G.M.); (A.J.G.); (C.L.W.)
| | - Samuel G. Mackintosh
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (S.D.B.); (S.G.M.); (A.J.G.); (C.L.W.)
| | - Azemat Jamshidi-Parsian
- Department of Radiation Oncology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (A.J.-P.); (S.V.J.); (R.J.G.)
| | - Allen J. Gies
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (S.D.B.); (S.G.M.); (A.J.G.); (C.L.W.)
| | - Charity L. Washam
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (S.D.B.); (S.G.M.); (A.J.G.); (C.L.W.)
| | - Samir V. Jenkins
- Department of Radiation Oncology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (A.J.-P.); (S.V.J.); (R.J.G.)
| | - Timothy Spiva
- Biology Department, Ouachita Baptist University, Arkadelphia, AR 71998, USA; (T.S.); (E.B.); (N.S.R.)
| | - Emily Bowman
- Biology Department, Ouachita Baptist University, Arkadelphia, AR 71998, USA; (T.S.); (E.B.); (N.S.R.)
| | - Nathan S. Reyna
- Biology Department, Ouachita Baptist University, Arkadelphia, AR 71998, USA; (T.S.); (E.B.); (N.S.R.)
| | - Robert J. Griffin
- Department of Radiation Oncology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (A.J.-P.); (S.V.J.); (R.J.G.)
| | - Issam Makhoul
- Department of Internal Medicine/Division of Hematology/Oncology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
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Chen M, Hua T, Yang L, Li C, Xu S, Zhu J, Zhao T. Developing a novel necroptosis-related signature to evaluate the prognostic and therapeutic characteristics of esophageal cancer. Am J Transl Res 2023; 15:5425-5445. [PMID: 37692951 PMCID: PMC10492067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 08/10/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND The prognostic assessment and therapeutic interventions of esophageal cancer (ESCA) require novel molecular targets. The prognostic value of necroptosis, a specific mode of programmed cell death strongly linked to cancer progression, remains largely unexplored in ESCA. The primary goal of this research is to develop a necroptosis-based prognostic signature, which will represent the microenvironmental characteristics and prognosis of individuals diagnosed with ESCA. METHODS Transcriptome data of ESCA samples from The Cancer Genome Atlas were utilized to screen for necroptosis-related long non-coding RNAs (NR-lncRNAs) and genes (NRGs). The research employed the least absolute shrinkage and selection operator (LASSO) regression and univariate Cox regression analysis to identify prognostic candidates. Based on these analyses, a signature was developed in the training set and subsequently verified in the testing and entire sets. A clinicopathologic relevance assessment was carried out, after which a nomogram was established. The features of the immune microenvironment, functional pathways, mutational burden, checkpoint expression, and stemness of tumors were analyzed. Moreover, the sensitivity of individuals to immunotherapy and chemotherapy was compared for therapeutic guidance. RESULTS A necroptosis-associated signature comprising two genes and eleven lncRNAs was constructed. High-risk patients showed worse prognosis and clinicopathologic features, with more tumor-infiltrating naïve B cells, CD4+ memory resting T cells, and regulatory T cells. Furthermore, stromal and ESTIMATE scores were decreased along with increased stemness scores and tumor mutational burden in high-risk individuals. For the quantitative prediction of the outcomes of individuals, a nomogram was established. High-risk individuals showed greater sensitivity to immunotherapy while low-risk individuals benefited more from conventional chemotherapeutic or targeted therapy. CONCLUSION A necroptosis-related prognostic signature was developed to study the tumor microenvironment, mutational burden, clinical features, and the treatment response of ESCA patients. This may contribute to precision medicine for ESCA.
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Affiliation(s)
- Mingzhi Chen
- Department of Thoracic and Cardiovascular Surgery, Yixing Hospital Affiliated to Jiangsu UniversityYixing 214200, Jiangsu, China
| | - Tianzhen Hua
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General HospitalBeijing 100048, China
- Chinese PLA Medical SchoolBeijing 100853, China
| | - Lanjie Yang
- Department of Thoracic Surgery, The First Affiliated Hospital of Naval Medical UniversityShanghai 200433, China
| | - Chunzhen Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Naval Medical UniversityShanghai 200433, China
| | - Shuhua Xu
- Department of Surgery, Dongtai Hospital of Traditional Chinese MedicineYancheng 224200, Jiangsu, China
| | - Ji Zhu
- Department of Thoracic Surgery, The First Affiliated Hospital of Naval Medical UniversityShanghai 200433, China
| | - Tiejun Zhao
- Department of Thoracic Surgery, The First Affiliated Hospital of Naval Medical UniversityShanghai 200433, China
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Ma Y, Xing X, Cheng C, Kong R, Sun L, Zhao F, Zhang D, Li J. Hsa-miR-1269a up-regulation fosters the malignant progression of esophageal squamous cell carcinoma via targeting FAM46C. Mutat Res 2023; 827:111832. [PMID: 37467675 DOI: 10.1016/j.mrfmmm.2023.111832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 06/20/2023] [Accepted: 07/04/2023] [Indexed: 07/21/2023]
Abstract
Esophageal squamous cell carcinoma (ESCC) is a malignancy of the alimentary tract resulting in death worldwide. The role and underlying mechanism of hsa-miR-1269a in the progression of ESCC remain unclear. In this study, hsa-miR-1269a was screened by differential expression analysis in TCGA, and its target gene FAM46C was predicted. qRT-PCR was conducted to assay the expression of hsa-miR-1269a and FAM46C in ESCC cells. The results showed that hsa-miR-1269a was upregulated in ESCC tissues and cell lines. Hsa-miR-1269a overexpression stimulated the proliferation, migration, and invasion capacities of ESCC cells, and FAM46C overexpression inhibited these phenotypes. Dual-luciferase assay verified that hsa-miR-1269a could target FAM46C. Next, qRT-PCR and western blot demonstrated that hsa-miR-1269a overexpression downregulated FAM46C. Rescue experiments revealed that hsa-miR-1269a accelerated the malignant progression of ESCC through FAM46C down-regulation. These results indicate that the interaction between hsa-miR-1269a and FAM46C plays a regulatory role in driving the malignant progression of ESCC cells, thereby providing a novel molecular mechanism for understanding ESCC.
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Affiliation(s)
- Yuefeng Ma
- Department of Thoracic Surgery, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Xin Xing
- Department of Health Care for Cadres, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Chuantao Cheng
- Department of Dermatology, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Ranran Kong
- Department of Thoracic Surgery, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Liangzhang Sun
- Department of Thoracic Surgery, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Feng Zhao
- Department of Thoracic Surgery, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Danjie Zhang
- Department of Thoracic Surgery, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China
| | - Jianzhong Li
- Department of Thoracic Surgery, the Second Affiliated Hospital of Xi' an Jiaotong University, Xi' an 710004, Shaanxi Province, China.
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6
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Zhou B, Xue J, Wu R, Meng H, Li R, Mo Z, Zhai H, Chen X, Liu R, Lai G, Chen X, Li T, Zheng S. CREBZF mRNA nanoparticles suppress breast cancer progression through a positive feedback loop boosted by circPAPD4. J Exp Clin Cancer Res 2023; 42:138. [PMID: 37264406 DOI: 10.1186/s13046-023-02701-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/08/2023] [Indexed: 06/03/2023] Open
Abstract
BACKGROUND Breast cancer (BC) negatively impacts the health of women worldwide. Circular RNAs (circRNAs) are a group of endogenous RNAs considered essential regulatory factor in BC tumorigenesis and progression. However, the underlying molecular mechanisms of circRNAs remain unclear. METHODS Expression levels of circPAPD4, miR-1269a, CREBZF, and ADAR1 in BC cell lines and tissues were measured using bioinformatics analysis, RT-qPCR, ISH, and IHC. Cell proliferation and apoptosis were measured using CCK8, EdU staining, flow cytometry, and TUNEL assays. Pearson correlation analysis, RNA pull-down, dual-luciferase reporter, and co-immunoprecipitation assays were used to explore the correlation among circPAPD4, miR-1269a, CREBZF, STAT3, and ADAR1. Effects of circPAPD4 overexpression on tumor progression were investigated using in vivo assays. Moreover, CREBZF mRNA delivered by polymeric nanoparticles (CREBZF-mRNA-NPs) was used to examine application value of our findings. RESULTS CircPAPD4 expression was low in BC tissues and cells. Functionally, circPAPD4 inhibited proliferation and promoted apoptosis in vitro and in vivo. Mechanistically, circPAPD4 biogenesis was regulated by ADAR1. And circPAPD4 promoted CREBZF expression by competitively binding to miR-1269a. More importantly, CREBZF promoted circPAPD4 expression by suppressing STAT3 dimerization and ADAR1 expression, revealing a novel positive feedback loop that curbed BC progression. Systematic delivery of CREBZF-mRNA-NPs effectively induced CREBZF expression and activated the positive feedback loop of circPAPD4/miR-1269a/CREBZF/STAT3/ADAR1, which might suppress BC progression in vitro and in vivo. CONCLUSION Our findings firstly illustrated that circPAPD4/miR-1269a/CREBZF/STAT3/ADAR1 positive feedback loop mediated BC progression, and delivering CREBZF mRNA nanoparticles suppressed BC progression in vitro and in vivo, which might provide novel insights into therapeutic strategies for breast cancer.
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Affiliation(s)
- Boxuan Zhou
- Department of General Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Department of Breast Surgery, The First Affiliated Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, 341000, China
| | - Jinhua Xue
- Department of Physiology, School of Basic Medical Sciences, Gannan Medical University, Ganzhou, 341000, China
| | - Runxin Wu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Hongyu Meng
- Department of Hepatobiliary Surgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510630, China
| | - Ruixi Li
- Department of Hepatobiliary and Pancreatic Surgery, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518033, China
| | - Zhaohong Mo
- Department of Hepatobiliary Surgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510630, China
| | - Hang Zhai
- Department of Hepatobiliary Surgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510630, China
| | - Xianyu Chen
- Department of Hepatobiliary Surgery, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510630, China
| | - Rongqiang Liu
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Guie Lai
- Department of Breast Surgery, The First Affiliated Hospital of Gannan Medical University, Gannan Medical University, Ganzhou, 341000, China
| | - Xiaohong Chen
- Department of Laboratory, The First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China.
| | - Taiyuan Li
- Department of General Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, 330000, China.
| | - Shiyang Zheng
- Department of General Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, 330000, China.
- Department of Head and Neck surgery, Cancer Center of Guangzhou Medical University, Guangzhou, 510060, China.
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Abu-Shahba N, Hegazy E, Khan FM, Elhefnawi M. In Silico Analysis of MicroRNA Expression Data in Liver Cancer. Cancer Inform 2023; 22:11769351231171743. [PMID: 37200943 PMCID: PMC10185868 DOI: 10.1177/11769351231171743] [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: 11/30/2022] [Accepted: 04/04/2023] [Indexed: 05/20/2023] Open
Abstract
Abnormal miRNA expression has been evidenced to be directly linked to HCC initiation and progression. This study was designed to detect possible prognostic, diagnostic, and/or therapeutic miRNAs for HCC using computational analysis of miRNAs expression. Methods: miRNA expression datasets meta-analysis was performed using the YM500v2 server to compare miRNA expression in normal and cancerous liver tissues. The most significant differentially regulated miRNAs in our study undergone target gene analysis using the mirWalk tool to obtain their validated and predicted targets. The combinatorial target prediction tool; miRror Suite was used to obtain the commonly regulated target genes. Functional enrichment analysis was performed on the resulting targets using the DAVID tool. A network was constructed based on interactions among microRNAs, their targets, and transcription factors. Hub nodes and gatekeepers were identified using network topological analysis. Further, we performed patient data survival analysis based on low and high expression of identified hubs and gatekeeper nodes, patients were stratified into low and high survival probability groups. Results: Using the meta-analysis option in the YM500v2 server, 34 miRNAs were found to be significantly differentially regulated (P-value ⩽ .05); 5 miRNAs were down-regulated while 29 were up-regulated. The validated and predicted target genes for each miRNA, as well as the combinatorially predicted targets, were obtained. DAVID enrichment analysis resulted in several important cellular functions that are directly related to the main cancer hallmarks. Among these functions are focal adhesion, cell cycle, PI3K-Akt signaling, insulin signaling, Ras and MAPK signaling pathways. Several hub genes and gatekeepers were found that could serve as potential drug targets for hepatocellular carcinoma. POU2F1 and PPARA showed a significant difference between low and high survival probabilities (P-value ⩽ .05) in HCC patients. Our study sheds light on important biomarker miRNAs for hepatocellular carcinoma along with their target genes and their regulated functions.
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Affiliation(s)
- Nourhan Abu-Shahba
- Department of Medical Molecular Genetics, Human Genetics and Genome Research Institute, National Research Centre, Cairo, Egypt
- Stem Cell Research Group, Medical Research Center of Excellence, National Research Centre, Cairo, Egypt
| | - Elsayed Hegazy
- School of Information Technology and Computer Science, Nile University, Giza, Egypt
| | - Faiz M. Khan
- Department of Systems Biology and Bioinformatics, University of Rostock, Rostock, Germany
| | - Mahmoud Elhefnawi
- Biomedical Informatics and Chemoinformatics Group, Informatics and Systems Department, National Research Centre, Cairo, Egypt
- Mahmoud Elhefnawi, Biomedical Informatics and Chemoinformatics Group, Informatics and Systems Department, National Research Centre, 33, elbohouth street, Cairo 11211, Egypt.
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8
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Lin R, Li GS, Gan XY, Peng JX, Feng Y, Wang LT, Zhang CY, Huang KY, Huang SH, Yang L, Kong JL, Zhou HF, Chen G, Huang WY. The clinical significance and mechanism of microRNA-22-3p targeting TP53 in lung adenocarcinoma. Technol Health Care 2023; 31:1691-1707. [PMID: 36970920 DOI: 10.3233/thc-220494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
BACKGROUND At present, studies on MircoRNA-22-3p (miR-22-3p) in lung adenocarcinoma use a single method, lack multi-center validation and multi-method validation, and there is no big data concept to predict and validate target genes. OBJECTIVE To investigate the expression, potential targets and clinicopathological significance of miR-22-3p in lung adenocarcinoma (LUAD) tissues. METHODS LUAD formalin-fixed paraffin-embedded (FFPE) tumors and adjacent normal lung tissues were collected for real-time quantitative polymerase chain reaction (RT-qPCR). Collect miR-22-3p in LUAD and non-cancer lung tissue from high-throughput datasets, standardized mean difference (SMD) and area under the curve (AUC) of the comprehensive receiver operating curve (summary receiver operating characteristic cure, sROC curve) were calculated. Cell function experiments on A549 cells transfected with LV-hsa-miR-22-3p. Target genes were predicted by the miRwalk2.0 website and the resulting target genes were subjected to Gene Ontology (GO) pathway enrichment analysis and constructed to protein-protein interaction network. Finally, the protein expression level of the key gene TP53 was validated by searching The Human Protein Atlas (THPA) database to incorporate TP53 immunohistochemical results in LUAD. RESULTS RT-qPCR result from 41 pairs of LUAD and adjacent lung tissues showed that miR-22-3p was downregulated in LUAD (AUC = 0.6597, p= 0.0128). Globally, a total of 838 LUADs and 494 non-cancerous lung tissues were included, and were finally combined into 14 platforms. Compared with noncancerous tissue, miR-22-3p expression level was significantly reduced in LUAD tissue (SMD =-0.32, AUC = 0.72l); cell function experiments showed that miR-22-3p has inhibitory effects on cell proliferation, migration and invasion, and has promotion effect on apoptosis. Moreover, target genes prediction, GO pathway enrichment analysis and PPI network exhibited TP53 as a key gene of target gene of miR-22-3p; at last, a total of 114 high-throughput datasets were included, including 3897 LUADs and 2993 non-cancerous lung tissues, and were finally combined into 37 platforms. Compared with noncancerous tissue, TP53 expression level was significantly increased in LUAD (SMD = 0.39, p< 0.01) and it was verified by the protein expression data from THPA. CONCLUSION Overexpression of miR-22-3p may inhibit LUAD cell proliferation, migration and invasion through TP53, and promote cell apoptosis.
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Affiliation(s)
- Rui Lin
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Guo-Sheng Li
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Xiang-Yu Gan
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jun-Xi Peng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yue Feng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Li-Ting Wang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Chu-Yue Zhang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Kun-Ying Huang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Shi-Hai Huang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Lin Yang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jin-Liang Kong
- Ward of Pulmonary and Critical Care Medicine, Department of Respiratory Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Hua-Fu Zhou
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Gang Chen
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Wan-Ying Huang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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Bennett AN, Huang RX, He Q, Lee NP, Sung WK, Chan KHK. Drug repositioning for esophageal squamous cell carcinoma. Front Genet 2022; 13:991842. [PMID: 36246638 PMCID: PMC9554346 DOI: 10.3389/fgene.2022.991842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/12/2022] [Indexed: 11/13/2022] Open
Abstract
Esophageal cancer (EC) remains a significant challenge globally, having the 8th highest incidence and 6th highest mortality worldwide. Esophageal squamous cell carcinoma (ESCC) is the most common form of EC in Asia. Crucially, more than 90% of EC cases in China are ESCC. The high mortality rate of EC is likely due to the limited number of effective therapeutic options. To increase patient survival, novel therapeutic strategies for EC patients must be devised. Unfortunately, the development of novel drugs also presents its own significant challenges as most novel drugs do not make it to market due to lack of efficacy or safety concerns. A more time and cost-effective strategy is to identify existing drugs, that have already been approved for treatment of other diseases, which can be repurposed to treat EC patients, with drug repositioning. This can be achieved by comparing the gene expression profiles of disease-states with the effect on gene-expression by a given drug. In our analysis, we used previously published microarray data and identified 167 differentially expressed genes (DEGs). Using weighted key driver analysis, 39 key driver genes were then identified. These driver genes were then used in Overlap Analysis and Network Analysis in Pharmomics. By extracting drugs common to both analyses, 24 drugs are predicted to demonstrate therapeutic effect in EC patients. Several of which have already been shown to demonstrate a therapeutic effect in EC, most notably Doxorubicin, which is commonly used to treat EC patients, and Ixazomib, which was recently shown to induce apoptosis and supress growth of EC cell lines. Additionally, our analysis predicts multiple psychiatric drugs, including Venlafaxine, as repositioned drugs. This is in line with recent research which suggests that psychiatric drugs should be investigated for use in gastrointestinal cancers such as EC. Our study shows that a drug repositioning approach is a feasible strategy for identifying novel ESCC therapies and can also improve the understanding of the mechanisms underlying the drug targets.
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Affiliation(s)
- Adam N. Bennett
- Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong SAR, China
| | - Rui Xuan Huang
- Department of Electrical Engineering, City University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Qian He
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Nikki P. Lee
- Department of Surgery, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Wing-Kin Sung
- Department of Computer Sciences, National University of Singapore, Singapore, Singapore
| | - Kei Hang Katie Chan
- Department of Electrical Engineering, City University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Department of Epidemiology, Centre for Global Cardiometabolic Health, Brown University, Providence, RI, United States
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