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Wang Y, Zhao Q, Lan N, Wang S. Identification of methylated genes and miRNA signatures in nasopharyngeal carcinoma by bioinformatics analysis. Mol Med Rep 2018; 17:4909-4916. [PMID: 29393436 PMCID: PMC5865950 DOI: 10.3892/mmr.2018.8487] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 06/13/2017] [Indexed: 12/11/2022] Open
Abstract
Nasopharyngeal carcinoma (NPC) is prevalent in several regions, including. Southern China and Southeast Asia, with high mortality. The present study aimed to explore the epigenetic mechanisms of NPC and to provide novel biomarkers for prognosis. Two methylation data sets (GSE52068 and GSE62336) were downloaded from the Gene Expression Omnibus database. Following pretreatment of the raw data, differentially methylated regions (DMRs) and differentially methylated CpG islands (DMCs) were identified between the NPC samples and normal tissue controls using COHCAP software. The overlapped DMRs and DMCs in the two data sets were extracted and associated to relevant genes. Enrichment analysis and protein-protein interaction (PPI) network analyses were performed on the identified genes using Database for Annotation, Visualization and Integration Discovery and Cytoscape, respectively. MicroRNAs (miRNAs) targeting the overlapped genes were identified based on the miRWalk database. NPC-related genes were analyzed with the Comparative Toxicogenomics Database. Multiple overlapping DMRs between the two data sets were identified and were associated with 1,854 hypermethylated and 18 hypomethylated genes, which were revealed to be enriched in certain pathways, including the mitogen-activated protein kinase (MAPK) signaling pathway and the phosphatidylinositol 3-kinase (PI3K)/AKT signaling pathway. Several nodes in the predicted PPI network were highlighted, including proto-oncogene tyrosine-protein kinase SRC, SMAD family member 3 (SMAD3), tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein ζ (YWHAZ) and Heat shock protein family A member 4 (HSPA4), all of which were hypomethylated. A total of 14 miRNAs were identified that correlated with the overlapped genes such as miRNA (miR)-148a-3p, which was predicted to target of HSPA4; and 17 genes were identified as related to NPC, including SMAD3 and SRC. miR129-2 was hypermethylated. Several novel methylated genes or miRNAs were suggested as biomarkers for NPC prognosis: Hypomethylation of SRC, SMAD3, YWHAZ and HSPA4, and hypermethylation of miR129-2 may be linked to poor prognosis of NPC.
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Affiliation(s)
- Yingli Wang
- Department of Otorhinolaryngology, Cangzhou People's Hospital, Cangzhou, Hebei 061000, P.R. China
| | - Qun Zhao
- Department of Otorhinolaryngology, Cangzhou Central Hospital, Cangzhou, Hebei 061000, P.R. China
| | - Na Lan
- Department of Otorhinolaryngology, Cangzhou People's Hospital, Cangzhou, Hebei 061000, P.R. China
| | - Shuqian Wang
- Department of Otorhinolaryngology, Cangzhou People's Hospital, Cangzhou, Hebei 061000, P.R. China
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Turner AW, Martinuk A, Silva A, Lau P, Nikpay M, Eriksson P, Folkersen L, Perisic L, Hedin U, Soubeyrand S, McPherson R. Functional Analysis of a Novel Genome-Wide Association Study Signal in SMAD3 That Confers Protection From Coronary Artery Disease. Arterioscler Thromb Vasc Biol 2016; 36:972-83. [PMID: 26966274 DOI: 10.1161/atvbaha.116.307294] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 02/19/2016] [Indexed: 12/21/2022]
Abstract
OBJECTIVE A recent genome-wide association study meta-analysis identified an intronic single nucleotide polymorphism in SMAD3, rs56062135C>T, the minor allele (T) which associates with protection from coronary artery disease. Relevant to atherosclerosis, SMAD3 is a key contributor to transforming growth factor-β pathway signaling. Here, we seek to identify ≥1 causal coronary artery disease-associated single nucleotide polymorphisms at the SMAD3 locus and characterize mechanisms whereby the risk allele(s) contribute to coronary artery disease risk. APPROACH AND RESULTS By genetic and epigenetic fine mapping, we identified a candidate causal single nucleotide polymorphism rs17293632C>T (D', 0.97; r(2), 0.94 with rs56062135) in intron 1 of SMAD3 with predicted functional effects. We show that the sequence encompassing rs17293632 acts as a strong enhancer in human arterial smooth muscle cells. The common allele (C) preserves an activator protein (AP)-1 site and enhancer function, whereas the protective (T) allele disrupts the AP-1 site and significantly reduces enhancer activity (P<0.001). Pharmacological inhibition of AP-1 activity upstream demonstrates that this allele-specific enhancer effect is AP-1 dependent (P<0.001). Chromatin immunoprecipitation experiments reveal binding of several AP-1 component proteins with preferential binding to the (C) allele. We show that rs17293632 is an expression quantitative trait locus for SMAD3 in blood and atherosclerotic plaque with reduced expression of SMAD3 in carriers of the protective allele. Finally, siRNA knockdown of SMAD3 in human arterial smooth muscle cells increases cell viability, consistent with an antiproliferative role. CONCLUSIONS The coronary artery disease-associated rs17293632C>T single nucleotide polymorphism represents a novel functional cis-acting element at the SMAD3 locus. The protective (T) allele of rs17293632 disrupts a consensus AP-1 binding site in a SMAD3 intron 1 enhancer, reduces enhancer activity and SMAD3 expression, altering human arterial smooth muscle cell proliferation.
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Affiliation(s)
- Adam W Turner
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Amy Martinuk
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Anada Silva
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Paulina Lau
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Majid Nikpay
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Per Eriksson
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Lasse Folkersen
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Ljubica Perisic
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Ulf Hedin
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Sebastien Soubeyrand
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.)
| | - Ruth McPherson
- From the Atherogenomics Laboratory (A.W.T., A.M., A.S., P.L., S.S., R.M.) and Department of Medicine, Ruddy Canadian Cardiovascular Genetics Centre (M.N., R.M.), University of Ottawa Heart Institute, Ottawa, Canada; Atherosclerosis Research Unit (P.E., L.F.) and Department of Molecular Medicine and Surgery (L.P., U.H.), Karolinska University Hospital, Stockholm, Sweden; and Department of Systems Biology, Technical University of Denmark, Copenhagen, Denmark (L.F.).
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Su SL, Yang HY, Lee HS, Huang GS, Lee CH, Liu WS, Wang CC, Peng YJ, Lai CH, Chen CY, Lin C, Pan YT, Salter DM, Chen HC. Gene-gene interactions between TGF-β/Smad3 signalling pathway polymorphisms affect susceptibility to knee osteoarthritis. BMJ Open 2015; 5:e007931. [PMID: 26068512 PMCID: PMC4466616 DOI: 10.1136/bmjopen-2015-007931] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVE Transforming growth factor/Smad family member 3 (TGF)-β/Smad3 signalling is essential for maintaining articular cartilage. A relationship between the genetic variants of TGF-β itself, TGF-β signalling and binding molecules, and osteoarthritis (OA) has been reported. Although variants of candidate genes have become prime targets for genetic analysis, their detailed interplay has not been documented. Our goal was to establish whether single nucleotide polymorphisms (SNPs) of TGF-β1, TGF-βRI, Smad3 and tissue inhibitor of metalloproteinases 3 (TIMP3), and their interactions, are associated with knee OA. DESIGN We performed a case-control association study and genotyped 518 knee patients with OA and 468 healthy controls. All participants were genotyped for TGF-β1 (rs1800469C/T), TGF-βRI (rs1590A/G), Smad3 (rs12901499A/G and rs6494629T/C), and TIMP3 (rs715572G/A and rs1962223G/C) polymorphisms by polymerase chain reaction-restriction fragment length polymorphism analysis. Multifactor dimensionality reduction (MDR) was used to identify gene-gene interactions. RESULTS Significant associations were observed for TIMP3 rs715572G/A polymorphisms in knee patients with OA and healthy individuals. The GA heterozygote in TIMP3 (rs715572G/A) was significantly associated with OA (p=0.007). Patient stratification using the Kellgren-Lawrence grading scale showed significant differences in TIMP3 rs715572G/A genotypes between grade 4 knee OA and controls. By MDR analysis, a two-locus model (Smad3 rs6494629T/C and TIMP3 rs715572G/A) of gene-gene interaction was the best for predicting knee OA risk, and its maximum testing accuracy was 57.55% and maximum cross-validation consistency was 10/10. CONCLUSIONS TIMP3 rs715572G/A is a candidate protective gene for severe knee OA. Gene-gene interactions between Smad3 rs6494629T/C and TIMP3 rs715572G/A polymorphisms may play more important protective roles in knee OA.
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Affiliation(s)
- Sui-Lung Su
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Hsin-Yi Yang
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Herng-Sheng Lee
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Guo-Shu Huang
- Department of Radiology, Tri-Service General Hospital, Taipei, Taiwan
| | - Chian-Her Lee
- Department of Orthopedics, School of Medicine, College of Medicine, Taipei Medical University and Hospital, Taipei, Taiwan
| | - Wan-Shan Liu
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Chih-Chien Wang
- Department of Orthopedics, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Yi-Jen Peng
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Ching-Huang Lai
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Ching-Yang Chen
- Department of Radiology, Tri-Service General Hospital Song-Shan Branch, Taipei, Taiwan
| | - Chin Lin
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan
| | - Yu-Ting Pan
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Donald M Salter
- Center for Molecular Medicine, MRC IGMM, University of Edinburgh, Edinburgh, UK
| | - Hsiang-Cheng Chen
- Division of Rheumatology/Immunology/Allergy, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
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Lamarche É, Lala-Tabbert N, Gunanayagam A, St-Louis C, Wiper-Bergeron N. Retinoic acid promotes myogenesis in myoblasts by antagonizing transforming growth factor-beta signaling via C/EBPβ. Skelet Muscle 2015; 5:8. [PMID: 25878769 PMCID: PMC4397812 DOI: 10.1186/s13395-015-0032-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Accepted: 02/18/2015] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The effects of transforming growth factor-beta (TGFβ) are mediated by the transcription factors Smad2 and Smad3. During adult skeletal myogenesis, TGFβ signaling inhibits the differentiation of myoblasts, and this can be reversed by treatment with retinoic acid (RA). In mesenchymal stem cells and preadipocytes, RA treatment can function in a non-classical manner by stimulating the expression of Smad3. Smad3 can bind to and prevent the bzip transcription factor CCAAT/enhancer-binding protein beta (C/EBPβ) from binding DNA response elements in target promoters, thereby affecting cell differentiation. In skeletal muscle, C/EBPβ is highly expressed in satellite cells and myoblasts and is downregulated during differentiation. Persistent expression of C/EBPβ in myoblasts inhibits their differentiation. METHODS Using both C2C12 myoblasts and primary myoblasts, we examined the regulation of C/EBPβ expression and activity following treatment with TGFβ and RA. RESULTS We demonstrate that treatment with RA upregulates Smad3, but not Smad2 expression in myoblasts, and can partially rescue the block of differentiation induced by TGFβ. RA treatment reduces C/EBPβ occupancy of the Pax7 and Smad2 promoters and decreased their expression. RA also inhibits the TGFβ-mediated phosphorylation of Smad2, which may also contribute to its pro-myogenic activities. TGFβ treatment of C2C12 myoblasts stimulates C/EBPβ expression, which in turn can stimulate Pax7 and Smad2 expression, and inhibits myogenesis. Loss of C/EBPβ expression in myoblasts partially restores differentiation in the presence of TGFβ. CONCLUSIONS TGFβ acts, at least in part, to inhibit myogenesis by upregulating the expression of C/EBPβ, as treatment with RA or loss of C/EBPβ can partially rescue differentiation in TGFβ-treated cells. This work identifies a pro-myogenic role for Smad3, through the inhibition of C/EBPβ's actions in myoblasts, and reveals mechanisms of crosstalk between RA and TGFβ signaling pathways.
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Affiliation(s)
- Émilie Lamarche
- Graduate Program in Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Neena Lala-Tabbert
- Graduate Program in Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Angelo Gunanayagam
- Graduate Program in Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Catherine St-Louis
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
| | - Nadine Wiper-Bergeron
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario Canada
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Valdes AM, Spector TD, Tamm A, Kisand K, Doherty SA, Dennison EM, Mangino M, Tamm A, Kerna I, Hart DJ, Wheeler M, Cooper C, Lories RJ, Arden NK, Doherty M. Genetic variation in the SMAD3 gene is associated with hip and knee osteoarthritis. ACTA ACUST UNITED AC 2010; 62:2347-52. [PMID: 20506137 DOI: 10.1002/art.27530] [Citation(s) in RCA: 124] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Smad3 (or, MADH3) is a key intracellular messenger in the transforming growth factor beta signaling pathway. In mice, Smad3 deficiency accelerates growth plate chondrocyte maturation and leads to an osteoarthritis (OA)-like disease. We undertook this study to investigate the role of genetic variation in SMAD3 in the risk of large-joint OA in humans. METHODS Ten tag single-nucleotide polymorphisms (SNPs) in the SMAD3 gene region were tested in a discovery set: 313 patients who had undergone total knee replacement, 214 patients who had undergone total hip replacement, and 520 controls from the UK. The SNP associated with both hip and knee OA was subsequently genotyped in 1,221 controls and 1,074 cases from 2 cohorts of patients with hip OA and 2,537 controls and 1,575 cases from 4 cohorts of patients with knee OA. RESULTS A SNP (rs12901499) mapping to intron 1 of SMAD3 was associated with both knee and hip OA (P < 0.0022 and P < 0.021, respectively) in the discovery set. In all study cohorts, the major allele (G) was increased among OA patients relative to controls. A meta-analysis for knee OA yielded an odds ratio (OR) of 1.22 (95% confidence interval [95% CI] 1.12-1.34), P < 7.5 x 10(-6). For hip OA, the OR was 1.22 (95% CI 1.09-1.36), P < 4.0 x 10(-4). No evidence for heterogeneity was found (I(2) = 0%). CONCLUSION Our data indicate that genetic variation in the SMAD3 gene is involved in the risk of both hip OA and knee OA in European populations, confirming the results from animal models on the potential importance of this molecule in the pathogenesis of OA.
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Affiliation(s)
- Ana M Valdes
- Department of Twin Research and Genetic Epidemiology, St. Thomas' Hospital Campus, King's College London, London SE1 7EH, UK.
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