Identification of Potential lncRNA-miRNA-mRNA Regulatory Network Contributing to Arrhythmogenic Right Ventricular Cardiomyopathy
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作者:
Li, Haotong
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Chinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R China
Li, Haotong
[1
]
Song, Shen
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Chinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R China
Song, Shen
[1
]
Shi, Anteng
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Chinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R China
Shi, Anteng
[1
]
Hu, Shengshou
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Chinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R China
Hu, Shengshou
[1
]
机构:
[1] Chinese Acad Med Sci & Peking Union Med Coll, Natl Ctr Cardiovasc Dis, Fuwai Hosp, State Key Lab Cardiovasc Dis, Beijing 100037, Peoples R China
Arrhythmogenic right ventricular cardiomyopathy (ARVC) can lead to sudden cardiac death and life-threatening heart failure. Due to its high fatality rate and limited therapies, the pathogenesis and diagnosis biomarker of ARVC needs to be explored urgently. This study aimed to explore the lncRNA-miRNA-mRNA competitive endogenous RNA (ceRNA) network in ARVC. The mRNA and lncRNA expression datasets obtained from the Gene Expression Omnibus (GEO) database were used to analyze differentially expressed mRNA (DEM) and lncRNA (DElnc) between ARVC and non-failing controls. Differentially expressed miRNAs (DEmiRs) were obtained from the previous profiling work. Using starBase to predict targets of DEmiRs and intersecting with DEM and DElnc, a ceRNA network of lncRNA-miRNA-mRNA was constructed. The DEM and DElnc were validated by real-time quantitative PCR in human heart tissue. Protein-protein interaction network and weighted gene co-expression network analyses were used to identify hub genes. A logistic regression model for ARVC diagnostic prediction was established with the hub genes and their ceRNA pairs in the network. A total of 448 DEMs (282 upregulated and 166 downregulated) were identified, mainly enriched in extracellular matrix and fibrosis-related GO terms and KEGG pathways, such as extracellular matrix organization and collagen fibril organization. Four mRNAs and two lncRNAs, including COL1A1, COL5A1, FBN1, BGN, XIST, and LINC00173 identified through the ceRNA network, were validated by real-time quantitative PCR in human heart tissue and used to construct a logistic regression model. Good ARVC diagnostic prediction performance for the model was shown in both the training set and the validation set. The potential lncRNA-miRNA-mRNA regulatory network and logistic regression model established in our study may provide promising diagnostic methods for ARVC.
机构:
Cent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Nie, Kechao
Liu, Lin
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Hunan Univ Chinese Med, Hosp 1, Changsha 410021, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Liu, Lin
Peng, Luqi
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Cent South Univ, Xiangya Hosp, Dept Integrated Tradit Chinese & Western Med, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Peng, Luqi
Zhang, Mei
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Cent South Univ, Xiangya Hosp, Dept Integrated Tradit Chinese & Western Med, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Zhang, Mei
Zhang, Chunhu
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Cent South Univ, Xiangya Hosp, Dept Integrated Tradit Chinese & Western Med, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Zhang, Chunhu
Xiao, Bo
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Cent South Univ, Xiangya Hosp, Dept Integrated Tradit Chinese & Western Med, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Xiao, Bo
Xia, Zian
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Cent South Univ, Xiangya Hosp, Dept Integrated Tradit Chinese & Western Med, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
Xia, Zian
Huang, Wei
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Cent South Univ, Xiangya Hosp, Dept Integrated Tradit Chinese & Western Med, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Dept Integrated Tradit Chinese & Western Internal, Changsha 410001, Hunan, Peoples R China
机构:
NITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, IndiaNITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, India
Bhandary, Prajna
Alagundagi, Dhananjay B.
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NITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, IndiaNITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, India
Alagundagi, Dhananjay B.
Shetty, Prasanna Kumar
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NITTE, Justice K S Hegde Charitable Hosp, K S Hegde Med Acad, IVF Fertil & Reprod Med Ctr, Mangaluru 575018, Karnataka, IndiaNITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, India
Shetty, Prasanna Kumar
Patil, Prakash
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NITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, IndiaNITTE, K S Hegde Med Acad, Cent Res Lab, Mangaluru 575018, Karnataka, India
机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Weiyang Lou
Jingxing Liu
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Jingxing Liu
Bisha Ding
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Bisha Ding
Danni Chen
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Danni Chen
Liang Xu
论文数: 0引用数: 0
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Liang Xu
Jun Ding
论文数: 0引用数: 0
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Jun Ding
Donghai Jiang
论文数: 0引用数: 0
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Donghai Jiang
Lin Zhou
论文数: 0引用数: 0
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Lin Zhou
Shusen Zheng
论文数: 0引用数: 0
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
Shusen Zheng
Weimin Fan
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机构:Zhejiang University,Program of Innovative Cancer Therapeutics, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, College of Medicine, Key Laboratory of Organ Transplantation
机构:
Southwest Jiaotong Univ, Coll Med, Chengdu 610031, Sichuan, Peoples R ChinaSouthwest Jiaotong Univ, Coll Med, Chengdu 610031, Sichuan, Peoples R China
Gao, Lu
Zhao, Yu
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机构:
Gen Hosp Western Theater Command, Dept Oncol, Chengdu 610083, Sichuan, Peoples R ChinaSouthwest Jiaotong Univ, Coll Med, Chengdu 610031, Sichuan, Peoples R China
Zhao, Yu
Ma, Xuelei
论文数: 0引用数: 0
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机构:
Sichuan Univ, West China Hosp, Dept Biotherapy, Chengdu 610041, Sichuan, Peoples R China
Sichuan Univ, State Key Lab Biotherapy, Chengdu 610041, Sichuan, Peoples R ChinaSouthwest Jiaotong Univ, Coll Med, Chengdu 610031, Sichuan, Peoples R China
Ma, Xuelei
Zhang, Ling
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机构:
Gen Hosp Western Theater Command, Dept Oncol, Chengdu 610083, Sichuan, Peoples R ChinaSouthwest Jiaotong Univ, Coll Med, Chengdu 610031, Sichuan, Peoples R China