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Yu CH, Chou CC, Tu HF, Huang WC, Ho YY, Khoo KH, Lee MS, Chang GD. Antibody-assisted target identification reveals afatinib, an EGFR covalent inhibitor, down-regulating ribonucleotide reductase. Oncotarget 2018; 9:21512-21529. [PMID: 29765556 PMCID: PMC5940374 DOI: 10.18632/oncotarget.25177] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 04/05/2018] [Indexed: 01/14/2023] Open
Abstract
Afatinib, used for the first-line treatment of non-small-cell lung carcinoma (NSCLC) patients with distinct epidermal growth factor receptor (EGFR) mutations, inactivates EGFR by mimicking ATP structure and forming a covalent adduct with EGFR. We developed a method to unravel potential targets of afatinib in NSCLC cells through immunoprecipitation of afatinib-labeling proteins with anti-afatinib antiserum and mass spectrometry analysis. Ribonucleotide reductase (RNR) is one of target proteins of afatinib revealed by this method. Treatment of afatinib at 10-100 nM potently inhibited intracellular RNR activity in an in vitro assay using permeabilized PC-9 cells (formerly known as PC-14). PC-9 cells treated with 10 μM afatinib displayed elevated markers of DNA damage. Long-term treatment of therapeutic concentrations of afatinib in PC-9 cells caused significant decrease in protein levels of RNR subunit M2 at 1-10 nM and RNR subunit M1 at 100 nM. EGFR-null Chinese hamster ovary (CHO) cells treated with afatinib also showed similar effects. Afatinib repressed the upregulation of RNR subunit M2 induced by gemcitabine. Covalent modification with afatinib resulting in inhibition and protein downregulation of RNR underscores the therapeutic and off-target effects of afatinib. Afatinib may serve as a lead compound of chemotherapeutic drugs targeting RNR. This method can be widely used in the identification of potential targets of other covalent drugs.
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Affiliation(s)
- Cheng-Han Yu
- Graduate Institute of Biochemical Sciences, College of Life Science, National Taiwan University, Taipei 10617, Taiwan
| | - Chi-Chi Chou
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Hsin-Fang Tu
- Department of Biochemistry and Molecular Biology, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Wei-Chieh Huang
- Graduate Institute of Biochemical Sciences, College of Life Science, National Taiwan University, Taipei 10617, Taiwan
| | - Ya-Yeh Ho
- Graduate Institute of Biochemical Sciences, College of Life Science, National Taiwan University, Taipei 10617, Taiwan
| | - Kay-Hooi Khoo
- Graduate Institute of Biochemical Sciences, College of Life Science, National Taiwan University, Taipei 10617, Taiwan.,Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Ming-Shyue Lee
- Department of Biochemistry and Molecular Biology, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Geen-Dong Chang
- Graduate Institute of Biochemical Sciences, College of Life Science, National Taiwan University, Taipei 10617, Taiwan
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Guan L, Tan J, Li H, Jin X. Biomarker identification in clear cell renal cell carcinoma based on miRNA-seq and digital gene expression-seq data. Gene 2018; 647:205-212. [DOI: 10.1016/j.gene.2017.12.031] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 12/12/2017] [Accepted: 12/15/2017] [Indexed: 12/21/2022]
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Gao W, Xu J, Wang F, Zhang L, Peng R, Shu Y, Wu J, Tang Q, Zhu Y. Plasma membrane proteomic analysis of human Gastric Cancer tissues: revealing flotillin 1 as a marker for Gastric Cancer. BMC Cancer 2015; 15:367. [PMID: 25948494 PMCID: PMC4525731 DOI: 10.1186/s12885-015-1343-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2014] [Accepted: 04/22/2015] [Indexed: 02/07/2023] Open
Abstract
Background Gastric cancer remains the second leading cause of cancer-related deaths in the world. Successful early gastric cancer detection is hampered by lack of highly sensitive and specific biomarkers. Plasma membrane proteins participate and/or have a central role in the metastatic process of cancer cells and are potentially useful for cancer therapy due to easy accessibility of the targets. Methods In the present research, TMT method followed by mass spectrometry analysis was used to compare the relative expression levels of plasma membrane proteins between noncancer and gastric cancer tissues. Results Of a total data set that included 501 identified proteins, about 35% of the identified proteins were found to be plasma membrane and associated proteins. Among them, 82 proteins were at least 1.5-fold up- or down-regulated in gastric cancer compared with the adherent normal tissues. Conclusions A number of markers (e.g. annexin A6, caveolin 1, epidermal growth factor receptor, integrin beta 4) were previously reported as biomarkers of GC. Additionally, several potential biomarkers participated in endocytosis pathway and integrin signaling pathways were firstly identified as differentially expressed proteins in GC samples. Our findings also supported the notion that flotillin 1 is a potential biomarker that could be exploited for molecular imaging-based detection of gastric cancer. Together, the results show that subcellular proteomics of tumor tissue is a feasible and promising avenue for exploring oncogenesis. Electronic supplementary material The online version of this article (doi:10.1186/s12885-015-1343-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Wen Gao
- Key Laboratory of Living Donor Liver Transplantation, Ministry of Public Health, Department of Liver Transplantation Center, The First Affiliated Hospital of Nanjing Medical University, 300 GuangZhou Road, Nanjing, 210029, China. .,Department of Oncology, The first affiliated hospital of Nanjing medical university, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Jing Xu
- Key Laboratory of Living Donor Liver Transplantation, Ministry of Public Health, Department of Liver Transplantation Center, The First Affiliated Hospital of Nanjing Medical University, 300 GuangZhou Road, Nanjing, 210029, China. .,Department of Oncology, The first affiliated hospital of Nanjing medical university, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Fuqiang Wang
- Analysis Center of Nanjing Medical University, 104 Hanzhong Road, 210009, Nanjing, China.
| | - Long Zhang
- Key Laboratory of Living Donor Liver Transplantation, Ministry of Public Health, Department of Liver Transplantation Center, The First Affiliated Hospital of Nanjing Medical University, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Rui Peng
- Key Laboratory of Living Donor Liver Transplantation, Ministry of Public Health, Department of Liver Transplantation Center, The First Affiliated Hospital of Nanjing Medical University, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Yongqian Shu
- Department of Oncology, The first affiliated hospital of Nanjing medical university, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Jindao Wu
- Key Laboratory of Living Donor Liver Transplantation, Ministry of Public Health, Department of Liver Transplantation Center, The First Affiliated Hospital of Nanjing Medical University, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Qiyun Tang
- Department of Gastroenterology, The first affiliated hospital of Nanjing medical university, 300 GuangZhou Road, Nanjing, 210029, China.
| | - Yunxia Zhu
- Analysis Center of Nanjing Medical University, 104 Hanzhong Road, 210009, Nanjing, China.
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Lee B, Yoon K, Lee S, Kang JM, Kim J, Shim SH, Kim HM, Song S, Naka K, Kim AK, Yang HK, Kim SJ. Homozygous deletions at 3p22, 5p14, 6q15, and 9p21 result in aberrant expression of tumor suppressor genes in gastric cancer. Genes Chromosomes Cancer 2014; 54:142-55. [PMID: 25521327 DOI: 10.1002/gcc.22226] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2014] [Accepted: 10/28/2014] [Indexed: 12/27/2022] Open
Abstract
Homozygous deletion is a frequent mutational mechanism of silencing tumor suppressor genes in cancer. Therefore, homozygous deletions have been analyzed for identification of tumor suppressor genes that can be utilized as biomarkers or therapeutic targets for cancer treatment. In this study, to elucidate potential tumor suppressor genes involved in gastric cancer (GC), we analyzed the entire set of large homozygous deletions in six human GC cell lines through genome- and transcriptome-wide approaches. We identified 51 genes in homozygous deletion regions of chromosomes and confirmed the deletion frequency in tumor tissues of 219 GC patients from The Cancer Genome Atlas database. We evaluated the effect of homozygous deletions on the mRNA level and found significantly affected genes in chromosome bands 9p21, 3p22, 5p14, and 6q15. Among the genes in 9p21, we investigated the potential tumor suppressive effect of KLHL9. We demonstrated that ectopic expression of KLHL9 inhibited cell proliferation and tumor formation in KLHL9-deficient SNU-16 cell line. In addition, we observed that homozygous focal deletions generated truncated transcripts of TGFBR2, CTNNA1, and STXBP5. Ectopic expression of two kinds of TGFBR2-reverse GADL1 fusion genes suppressed TGF-β signaling, which may lead to the loss of sensitivity to TGF-β tumor suppressive activity. In conclusion, our findings suggest that novel tumor suppressor genes that are aberrantly expressed through homozygous deletions may play important roles in gastric tumorigenesis.
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Affiliation(s)
- Bona Lee
- CHA Cancer Institute, CHA University, Seongnam-si, 463-400, Republic of Korea; College of Pharmacy, Sookmyung Women's University, Seoul, 140-742, Republic of Korea
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Wang L, Yao J, Shi X, Hu L, Li Z, Song T, Huang C. MicroRNA-302b suppresses cell proliferation by targeting EGFR in human hepatocellular carcinoma SMMC-7721 cells. BMC Cancer 2013; 13:448. [PMID: 24083596 PMCID: PMC3850949 DOI: 10.1186/1471-2407-13-448] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Accepted: 09/26/2013] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND MicroRNAs are regulators that can play an essential role in tumorigenesis. Although miR-302 families have been suggested to be tumor repressors in human cancer, the mechanism by which they suppress tumor development remains to be defined. In this study, we discover that miR302b suppresses tumor proliferation may due to directly targeting EGFR in human hepatocellular carcinoma (HCC). METHODS QRT-PCR was used to assess miR-302b and EGFR expression in 27 pairs of clinical hepatocellular carcinoma tissues and their corresponding adjacent nontumorous liver tissues. MTT, colony formation, immunofluorescence staining, and cell cycle assays were used to examine the tumor suppressor role of miR302b in cell proliferation. Luciferase assays were performed to assess the EGFR was a novel target of miR-302b. Western blot assay was used to validate the protein expression level. RESULTS We demonstrated that miR-302b was frequently down-regulated, whereas EGFR was up-regulated in 27 pairs of clinical HCC and non-tumorous counterparts. The dual-luciferase reporter assays revealed that EGFR was a novel target of miR-302b. Re-expression of miR-302b resulted in the inhibition of proliferation in hepatocellular carcinoma SMMC-7721 cells. The silencing of EGFR by miR-302b or siEGFR led to down-regulation of proliferation-related proteins, such as AKT2, CCND1, and CDK2. CONCLUSION miR-302b suppresses HCC growth may due to targeting the EGFR/AKT2/CCND1 pathway.
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Affiliation(s)
- Lumin Wang
- Department of Genetics and Molecular Biology, Xi’an Jiaotong University Health Science Center, No.76 West Yanta Road, Xi’an, Shaanxi 710061, P.R. China
| | - Jiayi Yao
- Department of Genetics and Molecular Biology, Xi’an Jiaotong University Health Science Center, No.76 West Yanta Road, Xi’an, Shaanxi 710061, P.R. China
| | - Xin Shi
- Xi’an IV People’s Hospital, Xi’an, Shaanxi, P.R. China
| | - Lili Hu
- Department of Genetics and Molecular Biology, Xi’an Jiaotong University Health Science Center, No.76 West Yanta Road, Xi’an, Shaanxi 710061, P.R. China
| | - Zongfang Li
- Engineering Research Center of Biotherapy and Translational Medicine of Shaanxi Province, Xi’an, Shaanxi, P.R. China
| | - Tusheng Song
- Department of Genetics and Molecular Biology, Xi’an Jiaotong University Health Science Center, No.76 West Yanta Road, Xi’an, Shaanxi 710061, P.R. China
| | - Chen Huang
- Department of Genetics and Molecular Biology, Xi’an Jiaotong University Health Science Center, No.76 West Yanta Road, Xi’an, Shaanxi 710061, P.R. China
- Key Laboratory of Environment and Genes Related to Diseases, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi, China
- Cardiovascular Research Center, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi, P.R. China
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Hong L, Han Y, Yang J, Zhang H, Jin Y, Brain L, Li M, Zhao Q. Prognostic value of epidermal growth factor receptor in patients with gastric cancer: a meta-analysis. Gene 2013; 529:69-72. [PMID: 23954221 DOI: 10.1016/j.gene.2013.07.106] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Revised: 07/20/2013] [Accepted: 07/30/2013] [Indexed: 12/28/2022]
Abstract
BACKGROUND The epidermal growth factor receptor (EGFR) plays important roles in the development of gastric cancer. This study aims to analyze the prognostic value of EGFR in patients with gastric cancer. METHODS A meta-analysis is performed by searching Cochrane Library, PubMed, EMBASE and Science Direct databases from Jan 1970 to May 2013. Data are extracted from studies evaluating the survival of gastric cancer patients with either positive or negative EGFR expression. Pooled hazard ratios (HRs) and 95% confidence intervals (CIs) are calculated. RESULTS Totally 1600 cases of gastric cancer patients from five studies are subjected to final analysis. The HR of post-operational survival of patients with positive EGFR expression is 1.16 (95% CI: 0.94-1.43) as compared with those with negative expression, indicating that positive EGFR expression does not significantly predict the poor survival of gastric cancer. CONCLUSIONS EGFR expression is not an independent predictor for the survival of gastric cancer patients.
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Affiliation(s)
- Liu Hong
- State Key Laboratory of Cancer Biology, Xijing Hospital of Digestive Diseases, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032 Shaanxi Province, China.
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