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Kocic G, Hadzi-Djokic J, Colic M, Veljkovic A, Tomovic K, Roumeliotis S, Smelcerovic A, Liakopoulos V. The Role of Nucleases Cleaving TLR3, TLR7/8 and TLR9 Ligands, Dicer RNase and miRNA/piRNA Proteins in Functional Adaptation to the Immune Escape and Xenophagy of Prostate Cancer Tissue. Int J Mol Sci 2022; 24:ijms24010509. [PMID: 36613950 PMCID: PMC9820234 DOI: 10.3390/ijms24010509] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/10/2022] [Accepted: 12/20/2022] [Indexed: 12/29/2022] Open
Abstract
The prototypic sensors for the induction of innate and adaptive immune responses are the Toll-like receptors (TLRs). Unusually high expression of TLRs in prostate carcinoma (PC), associated with less differentiated, more aggressive and more propagating forms of PC, changed the previous paradigm about the role of TLRs strictly in immune defense system. Our data reveal an entirely novel role of nucleic acids-sensing Toll-like receptors (NA-TLRs) in functional adaptation of malignant cells for supply and digestion of surrounding metabolic substrates from dead cells as specific mechanism of cancer cells survival, by corresponding ligands accelerated degradation and purine/pyrimidine salvage pathway. The spectrophotometric measurement protocols used for the determination of the activity of RNases and DNase II have been optimized in our laboratory as well as the enzyme-linked immunosorbent method for the determination of NF-κB p65 in prostate tissue samples. The protocols used to determine Dicer RNase, AGO2, TARBP2 and PIWIL4 were based on enzyme-linked immunosorbent assay. The amount of pre-existing acid-soluble oligonucleotides was measured and expressed as coefficient of absorbance. The activities of acid DNase II and RNase T2, and the activities of nucleases cleaving TLR3, TLR7/8 and TLR9 ligands (Poly I:C, poly U and unmethylated CpG), increased several times in PC, compared to the corresponding tumor adjacent and control tissue, exerting very high sensitivity and specificity of above 90%. Consequently higher levels of hypoxanthine and NF-κB p65 were reported in PC, whereas the opposite results were observed for miRNA biogenesis enzyme (Dicer RNase), miRNA processing protein (TARB2), miRNA-induced silencing complex protein (Argonaute-AGO) and PIWI-interacting RNAs silence transposon. Considering the crucial role of purine and pyrimidine nucleotides as energy carriers, subunits of nucleic acids and nucleotide cofactors, future explorations will be aimed to design novel anti-cancer immune strategies based on a specific acid endolysosomal nuclease inhibition.
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Affiliation(s)
- Gordana Kocic
- Department of Biochemistry, Faculty of Medicine, University of Nis, 18000 Nis, Serbia
- Correspondence: or ; Tel.: +381-63-8122522
| | | | - Miodrag Colic
- Serbian Academy of Sciences and Arts, 11000 Belgrade, Serbia
| | - Andrej Veljkovic
- Department of Biochemistry, Faculty of Medicine, University of Nis, 18000 Nis, Serbia
| | - Katarina Tomovic
- Department of Pharmacy, Faculty of Medicine, University of Nis, 18000 Nis, Serbia
| | - Stefanos Roumeliotis
- Division of Nephrology and Hypertension, 1st Department of Internal Medicine, AHEPA Hospital, School of Medicine, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Andrija Smelcerovic
- Department of Chemistry, Faculty of Medicine, University of Nis, 18000 Nis, Serbia
| | - Vassilios Liakopoulos
- Division of Nephrology and Hypertension, 1st Department of Internal Medicine, AHEPA Hospital, School of Medicine, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
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Martirosyan A, De Martino A, Pagnani A, Marinari E. ceRNA crosstalk stabilizes protein expression and affects the correlation pattern of interacting proteins. Sci Rep 2017; 7:43673. [PMID: 28266541 PMCID: PMC5339858 DOI: 10.1038/srep43673] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 01/27/2017] [Indexed: 12/14/2022] Open
Abstract
Gene expression is a noisy process and several mechanisms, both transcriptional and post-transcriptional, can stabilize protein levels in cells. Much work has focused on the role of miRNAs, showing in particular that miRNA-mediated regulation can buffer expression noise for lowly expressed genes. Here, using in silico simulations and mathematical modeling, we demonstrate that miRNAs can exert a much broader influence on protein levels by orchestrating competition-induced crosstalk between mRNAs. Most notably, we find that miRNA-mediated cross-talk (i) can stabilize protein levels across the full range of gene expression rates, and (ii) modifies the correlation pattern of co-regulated interacting proteins, changing the sign of correlations from negative to positive. The latter feature may constitute a potentially robust signature of the existence of RNA crosstalk induced by endogenous competition for miRNAs in standard cellular conditions.
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Affiliation(s)
| | - Andrea De Martino
- Soft &Living Matter Lab, Istituto di Nanotecnologia (NANOTEC-CNR), Rome, Italy.,Human Genetics Foundation, Turin, Italy.,Center for Life Nano Science@Sapienza, Istituto Italiano di Tecnologia, Rome, Italy
| | - Andrea Pagnani
- Human Genetics Foundation, Turin, Italy.,Dipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Turin, Italy
| | - Enzo Marinari
- Dipartimento di Fisica, Sapienza Università di Roma, Rome, Italy.,INFN, Sezione di Roma 1, Rome, Italy
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The application of information theory for the research of aging and aging-related diseases. Prog Neurobiol 2016; 157:158-173. [PMID: 27004830 DOI: 10.1016/j.pneurobio.2016.03.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 03/13/2016] [Accepted: 03/19/2016] [Indexed: 11/23/2022]
Abstract
This article reviews the application of information-theoretical analysis, employing measures of entropy and mutual information, for the study of aging and aging-related diseases. The research of aging and aging-related diseases is particularly suitable for the application of information theory methods, as aging processes and related diseases are multi-parametric, with continuous parameters coexisting alongside discrete parameters, and with the relations between the parameters being as a rule non-linear. Information theory provides unique analytical capabilities for the solution of such problems, with unique advantages over common linear biostatistics. Among the age-related diseases, information theory has been used in the study of neurodegenerative diseases (particularly using EEG time series for diagnosis and prediction), cancer (particularly for establishing individual and combined cancer biomarkers), diabetes (mainly utilizing mutual information to characterize the diseased and aging states), and heart disease (mainly for the analysis of heart rate variability). Few works have employed information theory for the analysis of general aging processes and frailty, as underlying determinants and possible early preclinical diagnostic measures for aging-related diseases. Generally, the use of information-theoretical analysis permits not only establishing the (non-linear) correlations between diagnostic or therapeutic parameters of interest, but may also provide a theoretical insight into the nature of aging and related diseases by establishing the measures of variability, adaptation, regulation or homeostasis, within a system of interest. It may be hoped that the increased use of such measures in research may considerably increase diagnostic and therapeutic capabilities and the fundamental theoretical mathematical understanding of aging and disease.
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Bhajun R, Guyon L, Pitaval A, Sulpice E, Combe S, Obeid P, Haguet V, Ghorbel I, Lajaunie C, Gidrol X. A statistically inferred microRNA network identifies breast cancer target miR-940 as an actin cytoskeleton regulator. Sci Rep 2015; 5:8336. [PMID: 25673565 PMCID: PMC5389139 DOI: 10.1038/srep08336] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Accepted: 01/14/2015] [Indexed: 01/21/2023] Open
Abstract
MiRNAs are key regulators of gene expression. By binding to many genes, they create a complex network of gene co-regulation. Here, using a network-based approach, we identified miRNA hub groups by their close connections and common targets. In one cluster containing three miRNAs, miR-612, miR-661 and miR-940, the annotated functions of the co-regulated genes suggested a role in small GTPase signalling. Although the three members of this cluster targeted the same subset of predicted genes, we showed that their overexpression impacted cell fates differently. miR-661 demonstrated enhanced phosphorylation of myosin II and an increase in cell invasion, indicating a possible oncogenic miRNA. On the contrary, miR-612 and miR-940 inhibit phosphorylation of myosin II and cell invasion. Finally, expression profiling in human breast tissues showed that miR-940 was consistently downregulated in breast cancer tissues
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Affiliation(s)
- Ricky Bhajun
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Laurent Guyon
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Amandine Pitaval
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Eric Sulpice
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Stéphanie Combe
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Patricia Obeid
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Vincent Haguet
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Itebeddine Ghorbel
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
| | - Christian Lajaunie
- 1] Center for Computational Biology - CBIO, Mines ParisTech, F-77300 Fontainebleau, France [2] Institut Curie, F-75248 Paris, France [3] INSERM, U900, F-75248 Paris, France
| | - Xavier Gidrol
- 1] Univ. Grenoble Alpes, iRTSV-BGE, F-38000 Grenoble, France [2] CEA, iRTSV-BGE, F-38000 Grenoble, France [3] INSERM, BGE, F-38000 Grenoble, France
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Abstract
The introduction of novel technologies that can be applied to the investigation of the molecular underpinnings of human cancer has allowed for new insights into the mechanisms associated with tumor development and progression. They have also advanced the diagnosis, prognosis and treatment of cancer. These technologies include microarray and other analysis methods for the generation of large-scale gene expression data on both mRNA and miRNA, next-generation DNA sequencing technologies utilizing a number of platforms to perform whole genome, whole exome, or targeted DNA sequencing to determine somatic mutational differences and gene rearrangements, and a variety of proteomic analysis platforms including liquid chromatography/mass spectrometry (LC/MS) analysis to survey alterations in protein profiles in tumors. One other important advancement has been our current ability to survey the methylome of human tumors in a comprehensive fashion through the use of sequence-based and array-based methylation analysis (Bock et al., Nat Biotechnol 28:1106-1114, 2010; Harris et al., Nat Biotechnol 28:1097-1105, 2010). The focus of this chapter is to present and discuss the evidence for key genes involved in prostate tumor development, progression, or resistance to therapy that are regulated by methylation-induced silencing.
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Affiliation(s)
- Tawnya C McKee
- Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, Diagnostic Biomarkers and Technology Branch, National Cancer Institute, Bethesda, MD, 20892-7430, USA
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Ibrahim SA, Hassan H, Götte M. MicroRNA regulation of proteoglycan function in cancer. FEBS J 2014; 281:5009-22. [DOI: 10.1111/febs.13026] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 08/08/2014] [Accepted: 08/26/2014] [Indexed: 01/08/2023]
Affiliation(s)
- Sherif A. Ibrahim
- Department of Zoology; Faculty of Science; Cairo University; Giza Egypt
| | - Hebatallah Hassan
- Department of Zoology; Faculty of Science; Cairo University; Giza Egypt
| | - Martin Götte
- Department of Gynecology and Obstetrics; Münster University Hospital; Germany
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Elzein S, Goodyer CG. Regulation of human growth hormone receptor expression by microRNAs. Mol Endocrinol 2014; 28:1448-59. [PMID: 25073105 DOI: 10.1210/me.2014-1183] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Human GH binds to its receptor (GHR) on target cells and activates multiple intracellular pathways, leading to changes in gene expression, differentiation, and metabolism. GHR deficiency is associated with growth and metabolic disorders whereas increased GHR expression has been reported in certain cancers, suggesting that the GHR gene requires tight controls. Several regulatory mechanisms have been found within its 5'-untranslated region (UTR) promoter and coding regions. However, the 3'-UTR has not been previously examined. MicroRNAs (miRNAs) are small (19-22 nucleotides) noncoding RNAs that downregulate gene expression mainly through targeting the 3'-UTR of mRNAs and enhancing their degradation or inhibiting translation. In the present study, we investigated whether miRNAs regulate GHR expression. To define putative miRNA binding sites in the GHR 3'-UTR, we used multiple in silico prediction tools, analyzed conservation across species and the presence of parallel sites in GH/IGF axis-related genes, and searched for reports linking miRNAs to GHR-related physiological or pathophysiological activities. To test prioritized sites, we cotransfected a wild-type GHR 3'-UTR luciferase reporter vector as well as miRNA binding site mutants into HEK293 cells with miRNA mimics. Furthermore, we tested whether the miRNAs altered endogenous GHR mRNA and protein levels in HEK293 cells and in 2 cancer cell lines (MCF7 and LNCaP). Our experiments have identified miRNA (miR)-129-5p, miR-142-3p, miR-202, and miR-16 as potent inhibitors of human GHR expression in normal (HEK293) and cancer (MCF7 and LNCaP) cells. This study paves the way for the development of miRNA inhibitors as therapeutic agents in GH/GHR-related pathophysiologies, including cancer.
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Affiliation(s)
- Samar Elzein
- Departments of Experimental Medicine (S.E., C.G.G.) and Pediatrics (C.G.G.), McGill University, and Endocrine Research Laboratory (S.E., C.G.G.), Research Institute of McGill University Health Centre-Montreal Children's Hospital, Montreal, Quebec, Canada H3Z 2Z3
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Wang L, Zhi H, Li Y, Ma G, Ye X, Yu X, Yang T, Jin H, Lu Z, Wei P. Polymorphism in miRNA-1 target site and circulating miRNA-1 phenotype are associated with the decreased risk and prognosis of coronary artery disease. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2014; 7:5093-5102. [PMID: 25197382 PMCID: PMC4152072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Accepted: 07/23/2014] [Indexed: 06/03/2023]
Abstract
MiRNA molecules have been identified to play key roles in a broad range of physiologic and pathologic processes. Polymorphisms in microRNA target sites (PolymiRTSs) can disturb or obstruct miRNA binding and consequentially influence regulation of the target genes. A two-step study design was used in this study. A case-control study was designed to assess the relationship between miRNA-1 target site rs9548934C→T polymorphism in target gene (Component of Oligomeric Golgi Complex 6, COG6) and risk of coronary artery disease (CAD) in 1013 patients and 610 normal controls. This genetic variant was also evaluated for the association with major adverse cardiovascular events (MACE) of CAD in a follow-up study, including 785 (785/1013) patients followed up for 42 months. The phenotypes of circulating miRNA-1 levels in 34 cases were slightly lower than that of 40 controls but not significantly different (P = 0.090). The CT and CT/TT genotypes were associated with a 34% and 26% decreased risk of CAD, and the TT and CT/TT genotypes were associated with a 76% and 49% decreased risk of MACE of CAD. Cox regression analysis showed that rs9548937 C/T variant was associated with a decreased risk of MACE, while age, diabetes mellitus, higher levels of CRP (≥ 3.80 mg/L) and three pathological changes in the coronary artery were associated with an increased risk of MACE. Our findings implicate miRNA-1 target site rs9548934C→T genotypes, circulating miRNA-1 phenotype and CRP levels may modulate the occurrence and MACE of CAD.
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Affiliation(s)
- Lina Wang
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology & Biostatistics, School of Public Health, Southeast UniversityNanjing, China
- School of Biological Science and Medical Engineering, Southeast UniversityNanjing, China
| | - Hong Zhi
- Department of Cardiology, Zhongda Hospital, Southeast UniversityNanjing, China
| | - Yongjun Li
- Department of Cardiology, Zhongda Hospital, Southeast UniversityNanjing, China
| | - Genshan Ma
- Department of Cardiology, Zhongda Hospital, Southeast UniversityNanjing, China
| | - Xingzhou Ye
- Department of Cardiology, Zhongda Hospital, Southeast UniversityNanjing, China
| | - Xiaojin Yu
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology & Biostatistics, School of Public Health, Southeast UniversityNanjing, China
| | - Tian Yang
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology & Biostatistics, School of Public Health, Southeast UniversityNanjing, China
| | - Han Jin
- Department of Cardiology, Zhongda Hospital, Southeast UniversityNanjing, China
| | - Zuhong Lu
- School of Biological Science and Medical Engineering, Southeast UniversityNanjing, China
| | - Pingmin Wei
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology & Biostatistics, School of Public Health, Southeast UniversityNanjing, China
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