Dataset Information

Network analyses elucidate the role of SMYD3 in esophageal squamous cell carcinoma.

ABSTRACT: SMYD3 is a member of the SET and myeloid-Nervy-DEAF-1 (MYND) domain-containing protein family of methyltransferases, which are known to play critical roles in carcinogenesis. Expression of SMYD3 is elevated in various cancers, including esophageal squamous cell carcinoma (ESCC), and is correlated with the survival time of patients with ESCC. Here, we dissect gene expression data, from a previously described KYSE150 ESCC cell line in which SMYD3 had been knocked down, by integration with the protein-protein interaction (PPI) network, to find the new potential biological roles of SMYD3 and subsequent target genes. By construction of a specific PPI network, differentially expressed genes (DEGs), following SMYD3 knockdown, were identified as interacting with thousands of neighboring proteins. Enrichment analyses from the DAVID Functional Annotation Chart found significant Gene Ontology (GO) terms associated with transcription activities, which were closely related to SMYD3 function. For example, YAP1 and GATA3 might be a target gene for SMYD3 to regulate transcription. Enrichment annotation of the total DEG PPI network by GO 'Biological Process' generated a connected functional map and found 532 significant terms, including known and potential biological roles of SMYD3 protein, such as expression regulation, signal transduction, cell cycle, cell metastasis, and invasion. Subcellular localization analyses found that DEGs and their interacting proteins were distributed in multiple layers, which might reflect the intricate biological processes at the spatial level. Our analysis of the PPI network has provided important clues for future detection of the biological roles and mechanisms, as well as the target genes of SMYD3.

SUBMITTER: Liu X

PROVIDER: S-EPMC5536995 | biostudies-literature | 2017 Aug

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Network analyses elucidate the role of SMYD3 in esophageal squamous cell carcinoma.

Liu Xinning X Zheng Zhoude Z Chen Chuhong C Guo Simin S Liao Zhennan Z Li Yue Y Zhu Ying Y Zou Haiying H Wu Jianyi J Xie Wenming W Zhang Pixian P Xu Liyan L Wu Bingli B Li Enmin E

FEBS open bio 20170703 8

SMYD3 is a member of the SET and myeloid-Nervy-DEAF-1 (MYND) domain-containing protein family of methyltransferases, which are known to play critical roles in carcinogenesis. Expression of SMYD3 is elevated in various cancers, including esophageal squamous cell carcinoma (ESCC), and is correlated with the survival time of patients with ESCC. Here, we dissect gene expression data, from a previously described KYSE150 ESCC cell line in which SMYD3 had been knocked down, by integration with the prot ...[more]

PMID: 28781952

Similar Datasets

Project description:SET (Su) and MYND (myeloid-Nervy-DEAF-1) domain-containing protein (SMYD) is a methyltransferase family, including five members of which SMYD1, SMYD2, SMYD3 and SMYD4, has been found to play critical roles in human carcinogenesis. It has been demonstrated that the altered expression of SMYD3 is associated with the progression of several solid tumors, including bladder cancer, glioma, gastric cancer, prostate cancer and colorectal cancer. Several trials have explored the effects of SMYD3 overexpression on proliferation, viability, cancer cells migration and invasion. The series of elegant experiments suggested that SMYD3 could serve as a potential biomarker for clinically aggressive disease and an attractive therapeutic target. In our previous study (PMID: 26980013), we found SMYD3 expression is frequently upregulated in human esophageal squamous cell carcinoma (ESCC) clinical tissues, correlating with overall survival of ESCC patients. RNAi-mediated knockdown of SMYD3 suppressed ESCC cell proliferation, migration and invasion in vitro, and inhibited local tumor invasion in vivo. To identify genes and biological pathways associated with SMYD3 functions and mechanism, SMYD3 was knockdowned bypGLV3/H1/GFP/+Puro Vector in ESCC cell line KYSE150 with an empty plasmid as a control, these two cells were applied for mRNA expression profile analyses to find the differentially expressed genes using GeneChipÂ® PrimeViewâ¢ Human Gene Expression Array. shRNA sequences targeting SMYD3 was ligated into the pGLV3/H1/GFP/+Puro Vector and transfected into ESCC cell line KYSE150 with an empty plasmid as a control. The mRNA expression profiles of SMYD3 knockdown was analyzed by GeneChipÂ®Â PrimeViewâ¢Â HumanÂ Gene Expression Array (Affymetrix,Â USA). The knockdown of SMYD3 was confirmed by QRT-PCR and Western blot. Total RNAs from SMYD3 knockdown cells and control cells were extracted for GeneChipÂ® PrimeViewâ¢ Human Gene Expression Array.

Project description:Esophageal cancer (EC) is a serious malignancy and that is the fifth leading cause of cancer-related death worldwide. Esophageal squamous cell carcinoma (ESCC) is the main subtype of EC in China. In recent years, long non-coding RNAs (lncRNAs) have demonstrated to be novel tumor-associated regulatory factors. However, the functions and mechanisms of lncRNAs in ESCC have not been fully understood. In this study, we attempted to construct Genome-wide expression profiles of lncRNAs and their potential functions in ESCC. By using microarray, we found a total of 2,366 lncRNAs (1,032 upregulated and 1,334 downregulated) and 3,052 mRNAs (1,477 upregulated and 1,575 downregulated) were differentially expressed between the paired five ESCC tumor tissues and adjacent normal esophageal tissues (fold change, FC ≥2.0 or ≤0.5, p ≤ 0.05). Eight lncRNAs were detected by qRT-PCR to verify the results of the microarray, and the clinicopathological parameters were analyzed in 53 patients with ESCC. GO analysis and KEGG pathway analysis showed that the main biological functions of these abnormal lncRNAs were related to immune response, extracellular vesicular exosome, and protein binding. At the same time, the cis and trans models were used to analyze the potential synergistic regulatory relationship between lncRNAs and their potential target genes. Related genes were the processes that affect cell growth, differentiation, and migration. Then we mapped the lncRNAs-mRNAs co-expression pattern by calculating the PCCs of each lncRNA and mRNA expression value. Furthermore, we investigated the function and potential mechanism of a novel highly expressed lncRNA, lnc-KIAA1244-2, and found that its expression is associated with tumor size, N classification and clinical stage. Knockdown of lnc-KIAA1244-2 inhibited the cell proliferation and inhibited the TNFAIP3 expression in Eca-109 cells. Taken together, the expression patterns of lncRNAs and mRNAs in ESCC tumor tissues are different from those in normal adjacent tissues, and some abnormal expressed lncRNAs may play important roles in the development and progression of ESCC. Lnc-KIAA1244-2 could promote the cell proliferation of ESCC cells and might be a potent therapeutic target for ESCC.

Dataset Information

Network analyses elucidate the role of SMYD3 in esophageal squamous cell carcinoma.

Publications

Network analyses elucidate the role of SMYD3 in esophageal squamous cell carcinoma.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets