Prognostic and biological role of the N-Myc downstream-regulated gene family in hepatocellular carcinoma
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作者:
Xin Yin
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Department of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of MedicineDepartment of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of Medicine
Xin Yin
[1
]
Hao Yu
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Department of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of MedicineDepartment of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of Medicine
Hao Yu
[1
]
Xing-Kang He
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机构:
Department of Gastroenterology,Sir Run Run Shaw Hospital,Zhejiang University School of MedicineDepartment of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of Medicine
Xing-Kang He
[2
]
Sen-Xiang Yan
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Department of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of MedicineDepartment of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of Medicine
Sen-Xiang Yan
[1
]
机构:
[1] Department of Radiation Oncology,the First Affiliated Hospital,Zhejiang University School of Medicine
[2] Department of Gastroenterology,Sir Run Run Shaw Hospital,Zhejiang University School of Medicine
BACKGROUND The N-Myc downstream-regulated gene(NDRG) family is comprised of four members(NDRG1-4) involved in various important biological processes.However, there is no systematic evaluation of the prognostic of the NDRG family in hepatocellular carcinoma(HCC).AIM To analyze comprehensively the biological role of the NDRG family in HCC.METHODS The NDRG family expression was explored using The Cancer Genome Atlas.DNA methylation interactive visualization database was used for methylation analysis of the NDRG family. The NDRG family genomic alteration was assessed using the cBioPortal. Single-sample Gene Set Enrichment Analysis was used to determine the degree of immune cell infiltration in tumors.RESULTS NDRG1 and NDRG3 were up-regulated in HCC, while NDRG2 was down-regulated. Consistent with expression patterns, high expression of NDRG1 and NDRG3 was associated with poor survival outcomes(P < 0.05). High expression of NDRG2 was associated with favorable survival(P < 0.005). An NDRG-based signature that statistically stratified the prognosis of the patients was constructed.The percentage of genetic alterations in the NDRG family varied from 0.3% to 11.0%, and the NDRG1 mutation rate was the highest. NDRG 1-3 expression was associated with various types of infiltrated immune cells. Gene ontology analysis revealed that organic acid catabolism was the most important biological process related to the NDRG family. Gene Set Enrichment Analysis showed that metabolic, proliferation,and immune-related gene sets were enriched during NDRG1 and NDRG3 high expression and NDRG2 low expression.CONCLUSION Overexpression of NDRG1 and NDRG3 and down-expression of NDRG2 are correlated with poor overall HCC prognosis. Our results may provide new insights into the indispensable role of NDRG1, 2, and 3 in the development of HCC and guide a promising new strategy for treating HCC.
机构:
Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Liu, Na
Wang, Lifeng
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Wang, Lifeng
Li, Xia
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Li, Xia
Yang, Qi
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Yang, Qi
Liu, Xinping
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Liu, Xinping
Zhang, Jing
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhang, Jing
Zhang, Jian
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhang, Jian
Wu, Yousheng
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Wu, Yousheng
Ji, Shaoping
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Ji, Shaoping
Zhang, Yingqi
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Fourth Mil Med Univ, Ctr Biotechnol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhang, Yingqi
Yang, Angang
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Fourth Mil Med Univ, Dept Immunol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Yang, Angang
Han, Hua
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
Han, Hua
Yao, Libo
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Fourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Biochem & Mol Biol, State Key Lab Canc Biol, Xian 710032, Peoples R China
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Fourth Mil Med Univ, Tangdu Hosp, Dept Intervent Radiol, Xian 710038, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Tangdu Hosp, Dept Intervent Radiol, Xian 710038, Shaanxi, Peoples R China
Cao, Wei
Yu, Guozheng
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Shaanxi Canc Hosp, Dept Intervent Radiol, Xian 710061, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Tangdu Hosp, Dept Intervent Radiol, Xian 710038, Shaanxi, Peoples R China
Yu, Guozheng
Lu, Qiang
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Fourth Mil Med Univ, Tangdu Hosp, Dept Thorac Surg, Xian 710038, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Tangdu Hosp, Dept Intervent Radiol, Xian 710038, Shaanxi, Peoples R China
Lu, Qiang
Zhang, Juliang
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Fourth Mil Med Univ, Xijing Hosp, Dept Vasc & Endocrine Surg, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Tangdu Hosp, Dept Intervent Radiol, Xian 710038, Shaanxi, Peoples R China
机构:
Xi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Xi An Jiao Tong Univ, Dept Anesthesiol, Affiliated Hosp 1, Xian, Peoples R China
Fourth Mil Med Univ, Xijing Hosp, Dept Anesthesiol & Perioperat Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Tao, Liang
Zhu, Yuanyuan
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Fourth Mil Med Univ, Dept Neurobiol, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Zhu, Yuanyuan
Wang, Rui
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Fourth Mil Med Univ, Dept Neurobiol, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Wang, Rui
Han, Jiao
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Xi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Xi An Jiao Tong Univ, Dept Anesthesiol, Affiliated Hosp 1, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Han, Jiao
Ma, Yulong
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Chinese Peoples Liberat Army Gen Hosp, Anesthesia & Operat Ctr, Med Ctr 1, Beijing, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Ma, Yulong
Guo, Hang
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Chinese Peoples Liberat Army Gen Hosp, Dept Anesthesiol, Med Ctr 7, Beijing, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Guo, Hang
Tang, Wenhong
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960th Hosp PLA, Dept Anesthesiol, Jinan, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Tang, Wenhong
Zhuo, Lixia
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Xi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Xi An Jiao Tong Univ, Dept Anesthesiol, Affiliated Hosp 1, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Zhuo, Lixia
Fan, Ze
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Fourth Mil Med Univ, Xijing Hosp, Dept Anesthesiol & Perioperat Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Fan, Ze
Yin, Anqi
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Fourth Mil Med Univ, Xijing Hosp, Dept Anesthesiol & Perioperat Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Yin, Anqi
Hou, Wugang
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Fourth Mil Med Univ, Xijing Hosp, Dept Anesthesiol & Perioperat Med, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Hou, Wugang
Li, Yan
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Xi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China
Xi An Jiao Tong Univ, Dept Anesthesiol, Affiliated Hosp 1, Xian, Peoples R ChinaXi An Jiao Tong Univ, Ctr Brain Sci, Affiliated Hosp 1, Xian, Peoples R China