1
|
Li P, Xu Y, Zhang Q, Li Y, Jia W, Wang X, Xie Z, Liu J, Zhao D, Shao M, Chen S, Mo N, Jiang Z, Li L, Liu R, Huang W, Chang L, Chen S, Li H, Zuo W, Li J, Zhang R, Yang X. Evaluating the role of RAD52 and its interactors as novel potential molecular targets for hepatocellular carcinoma. Cancer Cell Int 2019; 19:279. [PMID: 31719794 PMCID: PMC6836504 DOI: 10.1186/s12935-019-0996-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 10/23/2019] [Indexed: 02/07/2023] Open
Abstract
Background Radiation sensitive 52 (RAD52) is an important protein that mediates DNA repair in tumors. However, little is known about the impact of RAD52 on hepatocellular carcinoma (HCC). We investigated the expression of RAD52 and its values in HCC. Some proteins that might be coordinated with RAD52 in HCC were also analyzed. Methods Global RAD52 mRNA levels in HCC were assessed using The Cancer Genome Atlas (TCGA) database. RAD52 expression was analyzed in 70 HCC tissues and adjacent tissues by quantitative real-time PCR (qRT-PCR), Western blotting and immunohistochemistry. The effect of over-expressed RAD52 in Huh7 HCC cells was investigated. The String database was then used to perform enrichment and functional analysis of RAD52 and its interactome. Cytoscape software was used to create a protein–protein interaction network. Molecular interaction studies with RAD52 and its interactome were performed using the molecular docking tools in Hex8.0.0. Finally, these DNA repair proteins, which interact with RAD52, were also analyzed using the TCGA dataset and were detected by qRT-PCR. Based on the TCGA database, algorithms combining ROC between RAD52 and RAD52 interactors were used to diagnose HCC by binary logistic regression. Results In TCGA, upregulated RAD52 related to gender was obtained in HCC. The area under the receiver operating characteristic curve (AUC) of RAD52 was 0.704. The results of overall survival (OS) and recurrence-free survival (RFS) indicated no difference in the prognosis between patients with high and low RAD52 gene expression. We validated that RAD52 expression was increased at the mRNA and protein levels in Chinese HCC tissues compared with adjacent tissues. Higher RAD52 was associated with older age, without correlation with other clinicopathological factors. In vitro, over-expressed RAD52 significantly promoted the proliferation and migration of Huh7 cells. Furthermore, RAD52 interactors (radiation sensitive 51, RAD51; X-ray repair cross complementing 6, XRCC6; Cofilin, CFL1) were also increased in HCC and participated in some biological processes with RAD52. Protein structure analysis showed that RAD52–RAD51 had the firmest binding structure with the lowest E-total energy (− 1120.5 kcal/mol) among the RAD52–RAD51, RAD52–CFL1, and RAD52–XRCC6 complexes. An algorithm combining ROC between RAD52 and its interactome indicated a greater specificity and sensitivity for HCC screening. Conclusions Overall, our study suggested that RAD52 plays a vital role in HCC pathogenesis and serves as a potential molecular target for HCC diagnosis and treatment. This study’s findings regarding the multigene prediction and diagnosis of HCC are valuable.
Collapse
Affiliation(s)
- Ping Li
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China.,4College & Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi China.,5Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi China
| | - YanZhen Xu
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China.,8Department of Pathophysiology, Guangxi Medical University, Nanning, Guangxi China
| | - Qinle Zhang
- Genetic and Metabolic Central Laboratory, The Maternal and Children Health Hospital of Guangxi, Guangxi, China
| | - Yu Li
- Medical Science Laboratory at Liuzhou Worker's Hospital, Liuzhou, Guangxi China
| | - Wenxian Jia
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China.,6College of Pharmacy, Guangxi Medical University, Nanning, Guangxi China
| | - Xiao Wang
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Zhibin Xie
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China
| | - Jiayi Liu
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China.,4College & Hospital of Stomatology Guangxi Medical University, Nanning, Guangxi China.,5Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi China
| | - Dong Zhao
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China
| | - Mengnan Shao
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China
| | - Suixia Chen
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China.,8Department of Pathophysiology, Guangxi Medical University, Nanning, Guangxi China
| | - Nanfang Mo
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Zhiwen Jiang
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Liuyan Li
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Run Liu
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Wanying Huang
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Li Chang
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Siyu Chen
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Hongtao Li
- 2Scientific Research Center, Guilin Medical University, Guilin, Guangxi China
| | - Wenpu Zuo
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | - Jiaquan Li
- 3Medical Scientific Research Center, Guangxi Medical University, Nanning, Guangxi China
| | | | - Xiaoli Yang
- 1Center of Diabetic Systems Medicine, Guangxi Key Laboratory of Excellence, Guilin Medical University, Guilin, Guangxi China.,2Scientific Research Center, Guilin Medical University, Guilin, Guangxi China
| |
Collapse
|
2
|
Yin T, Lallena MJ, Kreklau EL, Fales KR, Carballares S, Torrres R, Wishart GN, Ajamie RT, Cronier DM, Iversen PW, Meier TI, Foreman RT, Zeckner D, Sissons SE, Halstead BW, Lin AB, Donoho GP, Qian Y, Li S, Wu S, Aggarwal A, Ye XS, Starling JJ, Gaynor RB, de Dios A, Du J. A novel CDK9 inhibitor shows potent antitumor efficacy in preclinical hematologic tumor models. Mol Cancer Ther 2014; 13:1442-56. [PMID: 24688048 DOI: 10.1158/1535-7163.mct-13-0849] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
DNA-dependent RNA polymerase II (RNAP II) largest subunit RPB1 C-terminal domain (CTD) kinases, including CDK9, are serine/threonine kinases known to regulate transcriptional initiation and elongation by phosphorylating Ser 2, 5, and 7 residues on CTD. Given the reported dysregulation of these kinases in some cancers, we asked whether inhibiting CDK9 may induce stress response and preferentially kill tumor cells. Herein, we describe a potent CDK9 inhibitor, LY2857785, that significantly reduces RNAP II CTD phosphorylation and dramatically decreases MCL1 protein levels to result in apoptosis in a variety of leukemia and solid tumor cell lines. This molecule inhibits the growth of a broad panel of cancer cell lines, and is particularly efficacious in leukemia cells, including orthotopic leukemia preclinical models as well as in ex vivo acute myeloid leukemia and chronic lymphocytic leukemia patient tumor samples. Thus, inhibition of CDK9 may represent an interesting approach as a cancer therapeutic target, especially in hematologic malignancies.
Collapse
Affiliation(s)
- Tinggui Yin
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Maria J Lallena
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Emiko L Kreklau
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Kevin R Fales
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Santiago Carballares
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Raquel Torrres
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Graham N Wishart
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Rose T Ajamie
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Damien M Cronier
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Phillip W Iversen
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Timothy I Meier
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Robert T Foreman
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Douglas Zeckner
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Sean E Sissons
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Bart W Halstead
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Aimee B Lin
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Gregory P Donoho
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Yuewei Qian
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Shuyu Li
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Song Wu
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Amit Aggarwal
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Xiang S Ye
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - James J Starling
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Richard B Gaynor
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Alfonso de Dios
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| | - Jian Du
- Authors' Affiliations: Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana; Eli Lilly and Company, Alcobendas, Madrid, Spain; and Eli Lilly and Company, Windlesham, United Kingdom
| |
Collapse
|