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Lin YW, Lin YB, Chang TCY, Lu BX. An Edge Transfer Learning Approach for Calibrating Soil Electrical Conductivity Sensors. Sensors (Basel) 2023; 23:8710. [PMID: 37960410 PMCID: PMC10647256 DOI: 10.3390/s23218710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/18/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023]
Abstract
Smart agriculture utilizes Internet of Things (IoT) technologies to enable low-cost electrical conductivity (EC) sensors to support farming intelligence. Due to aging and changes in weather and soil conditions, EC sensors are prone to long-term drift over years of operation. Therefore, regular recalibration is necessary to ensure data accuracy. In most existing solutions, an EC sensor is calibrated by using the standard sensor to build the calibration table. This paper proposes SensorTalk3, an ensemble approach of machine learning models including XGBOOST and Random Forest, which can be executed at an edge device (e.g., Raspberry Pi) without GPU acceleration. Our study indicates that the soil information (both temperature and moisture sensor data) plays an important role in SensorTalk3, which significantly outperforms the existing calibration approaches. The MAPE of SensorTalk3 can be as low as 1.738%, compared to the 7.792% error of the original sensor. Our study indicates that when the errors of uncalibrated moisture and temperature sensors are not larger than 8.3%, SensorTalk3 can accurately calibrate EC. SensorTalk3 can perform model training during data collection at the edge node. When all training data are collected, AI training is also finished at the edge node. Such an AI training approach has not been found in existing edge AI approaches. We also proposed the dual-sensor detection solution to determine when to conduct recalibration. The overhead of this solution is less than twice the optimal detection scenario (which cannot be achieved practically). If the two non-standard sensors are homogeneous and stable, then the optimal detection scenario can be approached. Conventional methods require training calibration AI models in the cloud. However, SensorTalk3 introduces a significant advancement by enabling on-site transfer learning in the edge node. Given the abundance of farming sensors deployed in the fields, performing local transfer learning using low-cost edge nodes proves to be a more cost-effective solution for farmers.
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Affiliation(s)
- Yun-Wei Lin
- College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan 711, Taiwan;
| | - Yi-Bing Lin
- College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan 711, Taiwan;
- College of Humanities and Sciences, China Medical University, Taichung 406, Taiwan
- Miin Wu School of Computing, National Cheng Kung University, Tainan 701, Taiwan
- College of Computer Science, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- Department of Computer Science and Information Engineering, Asia University, Taichung 413, Taiwan
- Research Center for Information Technology Innovation, Academia Sinica, Taipei 115, Taiwan
| | | | - Bo-Xun Lu
- College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan 711, Taiwan;
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Lin YW, Kung ML, Tai MH. Hepatoma Derived Growth Factor (HDGF) Targeting as a Therapeutic Approach for Radio-Naive and Radioresistant Hepatocellular Carcinoma. Int J Radiat Oncol Biol Phys 2023; 117:e245-e246. [PMID: 37784962 DOI: 10.1016/j.ijrobp.2023.06.1180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) The role of radiotherapy in treating hepatocellular carcinoma (HCC) has gained importance. Hepatoma-derived growth factor (HDGF) is a nuclear growth factor involved in the development of HCC and its overexpression has been linked to tumor progression and radiation treatment failure. The aim of this study is to investigate the potential therapeutic benefits of HDGF-targeting treatment in combination with or without radiation for both radio-naive and radioresistant HCC cells. MATERIALS/METHODS A series of radiation doses (2Gy, 4Gy, 8Gy, 12Gy, and 20Gy in one fraction) were administered to Huh7 human HCC cells. The gene expression profiles of radiation-treated Huh7 cells were analyzed. The radioresistant Huh7 cell line (Huh7-IR) was established by repeatedly irradiating with 2-week intervals with 8 Gy of X-ray to a total dose of 80 Gy. After acquiring radioresistance, the expression levels of HDGF, cancer stem cell (CSC) markers, and epithelial-mesenchymal transition (EMT) factors were validated. The pShuttle-shHDGF plasmid with adenovirus vector was generated for HDGF targeting treatment (HDGF knockdown). The effect of the HDGF targeting treatment on tumorigenic processes and cell cycle distribution in the radio-naive and radioresistant cells with or without irradiation were explored. RESULTS After radiation treatment, qPCR analysis showed that the mRNA expression of HDGF, CSC markers (CD133, CD44, and ABCG2), and EMT markers (TWIST and SNAIL) increased over time, with the most significant upregulation observed between 48-72 hours. In the radioresistant Huh7-IR cells, HDGF, CSC markers (CD133 and CD44), and the EMT transcriptional factor (TWIST) were significantly higher than in the parental Huh7 cells. The Huh7-IR cells also showed a significant arrest in the G0/G1 phase. X-ray radiation alone significantly reduced cell proliferation and invasion in the Huh7 cells compared to the control group. The HDGF targeting treatment significantly enhanced the X-ray-mediated inhibition of colony formation and cell invasion in both the Huh7 and Huh7-IR cells. Targeting HDGF leads to cell cycle arrest (G2/M phase) in Huh7 and Huh7-IR cells. The HDGF targeting treatment in combination with X-ray irradiation results in extensive G2/M phase arrest. CONCLUSION These results indicate the crucial role of HDGF in radiation therapy for radio-naive and radioresistant HCC cells. Targeting HDGF effectively suppressed colony formation and invasion, and enhanced cell cycle arrest in the G2/M phase in combination with radiation. HDGF may serve as a promising therapeutic target for improving HCC management strategies. Further investigation is required to fully comprehend the role of HDGF in improving radiation therapy efficacy for HCC.
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Affiliation(s)
- Y W Lin
- Department of Radiation Oncology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - M L Kung
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - M H Tai
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung, Taiwan
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Lin YW, Ho HW. Optimizing Radiation Therapy for Brain Metastasis Patients: A Comparative Study of Knowledge-Based Treatment Planning with HyperArc. Int J Radiat Oncol Biol Phys 2023; 117:e130. [PMID: 37784690 DOI: 10.1016/j.ijrobp.2023.06.928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) The purpose of this study is to examine the benefits of using a knowledge-based treatment planning (KBP) model in treating brain metastasis patients with HyperArc (HA) automated non-coplanar stereotactic radiosurgery (SRS). MATERIALS/METHODS Treatment plans of the 113 patients with either single or multiple brain metastases treated with HA were enrolled in the study. The eighty-two treatment plans with 190 metastatic brain lesions were used to construct the training model using the DVH estimation algorithm. The model was then validated on the remaining 31 patients' treatment plans with 56 metastatic brain lesions. Two corresponding HA plans were manually generated for these 31 patients using the two optimization algorithms (SRS NTO and ALDO). The SRS NTO plan generates a rapid dose falloff and prevents dose bridging of adjacent disparate targets, while the ALDO plan can cover the target with the prescribed dose but may create a high inhomogeneous dose within the target. The dosimetric outcomes were compared between the KBP, SRS NTO, and ALDO plans. RESULTS The KBP, SRS NTO, and ALDO plan consistently showed CTV and PTV coverage levels of over 99%. The KBP plans resulted in similar doses to the organs at risk compared to the SRS NTO plans, but significantly reduced doses to the brainstem and optic apparatus (lens, eyes, optic nerves, and optic chiasma) by 17% to 67% compared to the ALDO plans (P = 0.003 for brainstem and P < 0.001 for optic apparatus). The mean brain dose was not significantly different between the three plans (P = 0.694 for KBP vs. SRS NTO and P = 0.381 for KBP vs. ALDO). However, the ALDO plans showed a statistically better brain V12 Gy than the KBP plans (P = 0.009), with a difference of less than 2 c.c. that was deemed not clinically significant. The ALDO plans also had a significantly better intermediate dose spillage, gradient radius, and conformity index than the KBP plans. The KBP plans showed a significantly faster gradient index and intermediate dose spillage compared to the SRS NTO plans. CONCLUSION This study demonstrates the ability of the KBP model (RapidPlan) to generate accurate DVH predictions for use with HA in generating SRS plans that achieve optimal sparing of organs at risk while maintaining dose falloff. The KBP plans showed balanced dosimetric results compared to the SRS NTO and ALDO optimization algorithms.
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Affiliation(s)
- Y W Lin
- Department of Radiation Oncology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - H W Ho
- Department of Radiation Oncology, Chi Mei Medical Center, Tainan Taiwan, Tainan, Taiwan
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Ko JC, Chen JC, Hsieh JM, Tseng PY, Chiang CS, Liu LL, Chien CC, Huang IH, Chang QZ, Mu BC, Lin YW. Heat shock protein 90 inhibitor 17-AAG down-regulates thymidine phosphorylase expression and potentiates the cytotoxic effect of tamoxifen and erlotinib in human lung squamous carcinoma cells. Biochem Pharmacol 2022; 204:115207. [PMID: 35961402 DOI: 10.1016/j.bcp.2022.115207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Revised: 08/04/2022] [Accepted: 08/05/2022] [Indexed: 11/02/2022]
Abstract
Elevated thymidine phosphorylase (TP) levels, a key enzyme in the pyrimidine nucleoside salvage pathway, in cancer cells, are related to a poor prognosis in a variety of cancers. Heat shock protein 90 (Hsp90) is a ubiquitous molecular chaperone that is involved in the stabilization and maturation of many oncogenic proteins. The aim of this study is to elucidate whether Hsp90 inhibitor 17-AAG could enhance tamoxifen- and erlotinib-induced cytotoxicity in nonsmall cell lung cancer (NSCLC) cells via modulating TP expression in two squamous NSCLC cell lines, H520 and H1703. We found that 17-AAG reduced TP expression via inactivating the MKK1/2-ERK1/2-mitogen-activated protein kinase (MAPK) pathway. TP knockdown with siRNA or ERK1/2 MAPK inactivation with the pharmacological inhibitor U0126 could enhance the cytotoxic and growth inhibitory effects of 17-AAG. In contrast, MKK1-CA or MKK2-CA (a constitutively active form of MKK1/2) vector-enforced expression could reduce the cytotoxic and cell growth inhibitory effects of 17-AAG. Furthermore, 17-AAG enhanced the cytotoxic and cell growth inhibitory effects of tamoxifen and erlotinib in NSCLC cells, which were associated with TP expression downregulation and MKK1/2-ERK1/2 signal inactivation. Taken together, Hsp90 inhibition downregulates TP, enhancing the tamoxifen- and erlotinib-induced cytotoxicity in H520 and H1703 cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Jou-Min Hsieh
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Pei-Yu Tseng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chen-Shan Chiang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Li-Ling Liu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chin-Cheng Chien
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - I-Hsiang Huang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Qiao-Zhen Chang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Bo-Cheng Mu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan.
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Chen WE, Lin YB, Yen TH, Peng SR, Lin YW. DeviceTalk: A No-Code Low-Code IoT Device Code Generation. Sensors (Basel) 2022; 22:4942. [PMID: 35808438 PMCID: PMC9269719 DOI: 10.3390/s22134942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/16/2022] [Accepted: 06/27/2022] [Indexed: 06/15/2023]
Abstract
The deployment of a client-server-based distributed intelligent system involves application development in both the network domain and the device domain. In the network domain, an application server (typically in the cloud) is deployed to execute the network applications. In the device domain, several Internet of Things (IoT) devices may be configured as, for example, wireless sensor networks (WSNs), and interact with each other through the application server. Developing the network and the device applications are tedious tasks that are the major costs for building a distributed intelligent system. To resolve this issue, a low-code or no-code (LCNC) approach has been purposed to automate code generation. As traditional LCNC solutions are highly generic, they tend to generate excess code and instructions, which will lack efficiency in terms of storage and processing. Fortunately, optimization of automated code generation can be achieved for IoT by taking advantage of the IoT characteristics. An IoT-based distributed intelligent system consists of the device domain (IoT devices) and the network domain (IoT server). The software of an IoT device in the device domain consists of the Device Application (DA) and the Sensor Application (SA). Most IoT LCNC approaches provide code generation in the network domain. Very few approaches automatically generate the DA code. To our knowledge, no approach supports the SA code generation. In this paper, we propose DeviceTalk, an LCNC environment for the DA and the SA code development. DeviceTalk automatically generates the code for IoT devices to speed up the software development in the device domain for a distributed intelligent system. We propose the DeviceTalk architecture, design and implementation of the code generation mechanism for the IoT devices. Then, we show how a developer can use the DeviceTalk Graphical User Interface (GUI) to exercise LCNC development of the device software.
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Affiliation(s)
- Whai-En Chen
- Department of Computer Science and Information Engineering, Asia University, Taichung City 413305, Taiwan;
| | - Yi-Bing Lin
- Department of Computer Science and Information Engineering, Asia University, Taichung City 413305, Taiwan;
- China Medical School, College of Humanities and Sciences, Taichung City 40402, Taiwan
- Miin Wu School of Computing, National Cheng Kung University, Tainan City 70101, Taiwan
- College of Computer Science, National Yang Ming Chiao Tung University, Hsinchu City 300093, Taiwan; (T.-H.Y.); (S.-R.P.)
- College of Artificial Intelligence, National Yang Ming Chiao Tung University, Hsinchu City 300093, Taiwan;
| | - Tai-Hsiang Yen
- College of Computer Science, National Yang Ming Chiao Tung University, Hsinchu City 300093, Taiwan; (T.-H.Y.); (S.-R.P.)
| | - Syuan-Ru Peng
- College of Computer Science, National Yang Ming Chiao Tung University, Hsinchu City 300093, Taiwan; (T.-H.Y.); (S.-R.P.)
| | - Yun-Wei Lin
- College of Artificial Intelligence, National Yang Ming Chiao Tung University, Hsinchu City 300093, Taiwan;
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Wu CW, Huang J, Lin YW, Chuang CY, Tseng YC. Efficient algorithms for deriving complete frequent itemsets from frequent closed itemsets. APPL INTELL 2022. [DOI: 10.1007/s10489-020-02172-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Ko JC, Chen JC, Wei CL, Liu LL, Chien CC, Huang IH, Hsieh JM, Chiang CS, Tseng PY, Cheng HH, Tsao YC, Lin YW. Downregulation of p38 MAPK Activation and Radiation-Sensitive 52 Expression Enhances 5-Fluorouracil and Erlotinib-Induced Cytotoxicity in Human Lung Squamous Cells. Pharmacology 2021; 106:623-636. [PMID: 34753130 DOI: 10.1159/000518830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 07/29/2021] [Indexed: 11/19/2022]
Abstract
INTRODUCTION 5-Fluorouracil (5-FU) is used to treat various cancers, including non-small-cell lung cancer (NSCLC). It inhibits nucleotide synthesis and induces single- and double-strand DNA breaks. In the homologous recombination pathway, radiation-sensitive 52 (Rad52) plays a crucial role in DNA repair by promoting the annealing of complementary single-stranded DNA and stimulating Rad51 recombinase activity. Erlotinib (Tarceva) is a selective epidermal growth factor receptor tyrosine kinase inhibitor with clinical activity against NSCLC cells. However, whether the combination of 5-FU and erlotinib has synergistic activity against NSCLC cells is unknown. METHODS After the 5-FU and/or erlotinib treatment, the expressions of Rad52 mRNA were determined by quantitative real-time polymerase chain reaction analysis. Protein levels of Rad52 and phospho-p38 MAPK were determined by Western blot analysis. We used specific Rad52 or p38 MAPK small interfering RNA and p38 MAPK inhibitor (SB2023580) to examine the role of p38 MAPK-Rad52 signal in regulating the chemosensitivity of 5-FU and/or erlotinib. Cell viability was assessed by MTS assay and trypan blue exclusion assay. RESULTS In 2 squamous cell carcinoma cell lines, namely, H520 and H1703, 5-FU reduced Rad52 expression in a p38 MAPK inactivation-dependent manner. Enhancement of p38 MAPK activity by transfection with MKK6E (a constitutively active form of MKK6) vector increased the Rad52 protein level and cell survival by 5-FU. However, in human lung bronchioloalveolar cell adenocarcinoma A549 cells, 5-FU reduced Rad52 expression and induced cytotoxicity independent of p38 MAPK. Moreover, 5-FU synergistically enhanced the cytotoxicity and cell growth inhibition of erlotinib in NSCLC cells; these effects were associated with Rad52 downregulation and p38 MAPK inactivation in H520 and H1703 cells. CONCLUSION The results provide a rationale for combining 5-FU and erlotinib in lung cancer treatment.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Chia-Li Wei
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Li-Ling Liu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chin-Cheng Chien
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - I-Hsiang Huang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Jou-Min Hsieh
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chen-Shan Chiang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Pei-Yu Tseng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hsiang-Hung Cheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yong-Cing Tsao
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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Tung CL, Chen JC, Ko JC, Liu LL, Chien CC, Huang IH, Tsao YC, Cheng HH, Chen TY, Yen TC, Lin YW. Capsaicin Acts Through Reducing P38 MAPK-Dependent Thymidylate Synthase Expression to Enhance 5-Fluorouracil-Induced Cytotoxicity in Human Lung Cancer Cells. Nat Prod Commun 2021. [DOI: 10.1177/1934578x21993335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Capsaicin, an ingredient of green and red bell peppers, shows anticancer activity in several malignant cell lines. Thymidylate synthase (TS) is a well-validated anticancer drug target in non-small cell lung cancer (NSCLC) cells. However, whether capsaicin and 5-fluorouracil (5-FU) induce synergistic cytotoxicity in NSCLC cells by regulating TS expression is unclear. This study investigated the cytotoxicity of capsaicin and 5-FU co-treatment on two hoursuman lung adenocarcinoma cell lines, H520 and H1703, and the underlying mechanisms. Capsaicin decreased TS expression in a p38 mitogen-activated protein kinase (MAPK) inactivation–dependent manner in H520 and H1703 cells. Enhancement of p38 MAPK activity by transfection with constitutive active mitogen-activated protein kinase kinase six vectors increased TS expression and cell survival. In addition, capsaicin and 5-FU co-treatment enhanced synergistic cytotoxicity and inhibited cell growth associated with TS downregulation and p38 MAPK inactivation in H520 and H1703 cells. Capsaicin and 5-FU co-treatment did not affect the cellular content of capsaicin. These results show that capsaicin may be combined with 5-FU to treat NSCLC.
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Affiliation(s)
- Chun-Liang Tung
- Department of Health and Nutrition Biotechnology, Asia University, Taichung
- Department of Pathology, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi
| | - Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch
| | - Li-Ling Liu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - Chin-Cheng Chien
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - I-Hsiang Huang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - Yong-Cing Tsao
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - Hsiang-Hung Cheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - Tzu-Ying Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - Ting-Chuan Yen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi
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Chen JC, Ko JC, Taso YC, Cheng HH, Chen TY, Yen TC, Lin YW. Downregulation of Xeroderma Pigmentosum Complementation Group C Expression by 17-Allylamino-17-Demethoxygeldanamycin Enhances Bevacizumab-Induced Cytotoxicity in Human Lung Cancer Cells. Pharmacology 2020; 106:154-168. [PMID: 33202406 DOI: 10.1159/000509052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 05/29/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Xeroderma pigmentosum complementation group C (XPC) protein is an important DNA damage recognition factor involved in nucleotide excision repair and regulation of non-small-cell lung cancer (NSCLC) cell proliferation and viability. 17-Allylamino-17-demethoxygeldanamycin (17-AAG) blocks ATP binding to heat shock protein 90 (Hsp90), resulting in destabilization of Hsp90-client protein complexes. Vascular endothelial growth factor (VEGF) is a potent angiogenic growth factor expressed by many types of tumors. Bevacizumab (Avastin) is a humanized monoclonal antibody against human VEGF used as an antiangiogenesis agent in the therapy of many cancers, proving successful in increasing objective tumor response rate and prolonging overall survival in NSCLC patients. METHODS After the bevacizumab and/or 17-AAG treatment, the expressions of XPC mRNA were determined by quantitative real-time PCR analysis. Protein levels of XPC and phospho-AKT were determined by Western blot analysis. We used specific XPC small interfering RNA and PI3K inhibitor (LY294002) to examine the role of the AKT-XPC signal in regulating the chemosensitivity of bevacizumab and 17-AAG. Cell viability was assessed by the MTS assay and trypan blue exclusion assay. RESULTS In this study, bevacizumab decreased XPC expression in human lung squamous cell carcinoma H520 and H1703 cells via AKT inactivation. Enhancement of AKT activity by transfection with constitutively active AKT vectors increased XPC expression and cell survival after treatment with bevacizumab. In addition, 17-AAG synergistically enhanced bevacizumab-induced cytotoxicity and cell growth inhibition in H520 and H1703 cells, associated with downregulation of XPC expression and inactivation of AKT. DISCUSSION/CONCLUSION Together, these results may provide a rationale to combine bevacizumab with Hsp90 inhibitors in future to enhance therapeutic effects for lung cancer.
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Affiliation(s)
- Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Yong-Cing Taso
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hsiang-Hung Cheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Tzu-Ying Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Ting-Chuan Yen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan,
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Lin YW, Chang RY, Rao GG, Jermain B, Han ML, Zhao JX, Chen K, Wang JP, Barr JJ, Schooley RT, Kutter E, Chan HK, Li J. Pharmacokinetics/pharmacodynamics of antipseudomonal bacteriophage therapy in rats: a proof-of-concept study. Clin Microbiol Infect 2020; 26:1229-1235. [PMID: 32387436 DOI: 10.1016/j.cmi.2020.04.039] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 04/21/2020] [Accepted: 04/27/2020] [Indexed: 01/13/2023]
Abstract
OBJECTIVES Pan-drug-resistant (PDR) Pseudomonas aeruginosa is one of the three top-priority pathogens identified by the WHO, and bacteriophages have been investigated as an alternative therapy. However, knowledge on the pharmacokinetics/pharmacodynamics (PK/PD) of phage therapy is sparse, limiting its clinical applications. This study aimed to evaluate the PK/PD of the antipseudomonal phage øPEV20 in vivo following intravenous administration. METHODS Healthy Sprague-Dawley rats were given øPEV20 as a single intravenous bolus of ~6, 9 and 11-log10PFU/rat. Arterial blood was sampled over 72 h. At 72 h, the animals were killed and multiple tissues were harvested for biodistribution studies. A PK model was developed using the importance sampling algorithm and deterministic simulations with a PD model were performed. RESULTS A three-compartment model with non-linear clearance described the exposure of øPEV20 in blood. Model evaluation indicated that the model was robust and parameter estimates were accurate. The median (standard error) values of model-predicted PK parameters for VC, VP1, VP2, Q1, Q2, Vm and Km were 111 mL/rat (8.5%), 128 mL/rat (4.97%), 180 mL/rat (4.59%), 30.4 mL/h/rat (19.2%), 538 mL/h/rat (4.97%), 4.39 × 1010 PFU/h/rat (10.2%) and 1.64 × 107 PFU/mL/rat (3.6%), respectively. The distribution of øPEV20 was not homogeneous; there was preferential accumulation in the liver and spleen. Deterministic simulations with a PD model confirmed the importance of the host immune system in facilitating phage-mediated bacterial elimination. CONCLUSIONS We developed a robust PK model to describe the disposition of phages in healthy rats. This model may have significant potential in facilitating future preclinical and clinical PK/PD investigations.
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Affiliation(s)
- Y W Lin
- Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, VIC, Australia.
| | - R Yoon Chang
- Advanced Drug Delivery Group, School of Pharmacy, The University of Sydney Faculty of Medicine and Health, Sydney, NSW, Australia
| | - G G Rao
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - B Jermain
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - M-L Han
- Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, VIC, Australia
| | - J X Zhao
- Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, VIC, Australia
| | - K Chen
- Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, VIC, Australia
| | - J P Wang
- Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, VIC, Australia
| | - J J Barr
- School of Biological Sciences, Monash University, Clayton, VIC, Australia
| | - R Turner Schooley
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - E Kutter
- The Evergreen State College, Olympia, WA, USA
| | - H-K Chan
- Advanced Drug Delivery Group, School of Pharmacy, The University of Sydney Faculty of Medicine and Health, Sydney, NSW, Australia
| | - J Li
- Biomedicine Discovery Institute and Department of Microbiology, Monash University, Clayton, VIC, Australia.
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11
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Lin YW, Lin YB, Yen TH. SimTalk: Simulation of IoT Applications. Sensors (Basel) 2020; 20:s20092563. [PMID: 32365971 PMCID: PMC7248850 DOI: 10.3390/s20092563] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/21/2020] [Accepted: 04/27/2020] [Indexed: 11/16/2022]
Abstract
The correct implementation and behavior of Internet of Things (IoT) applications are seldom investigated in the literature. This paper shows how the simulation mechanism can be integrated well into an IoT application development platform for correct implementation and behavior investigation. We use an IoT application development platform called IoTtalk as an example to describe how the simulation mechanism called SimTalk can be built into this IoT platform. We first elaborate on how to implement the simulator for an input IoT device (a sensor). Then we describe how an output IoT device (an actuator) can be simulated by an animated simulator. We use a smart farm application to show how the simulated sensors are used for correct implementation. We use applications including interactive art (skeleton art and water dance) and the pendulum physics experiment as examples to illustrate how IoT application behavior investigation can be achieved in SimTalk. As the main outcome of this paper, the SimTalk simulation codes can be directly reused for real IoT applications. Furthermore, SimTalk is integrated well with an IoT application verification tool in order to formally verify the IoT application configuration. Such features have not been found in any IoT simulators in the world.
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Affiliation(s)
- Yun-Wei Lin
- College of Artificial Intelligence, National Chiao Tung University (NCTU), Hsinchu 300, Taiwan;
| | - Yi-Bing Lin
- Department of Computer Science, National Chiao Tung University (NCTU), Hsinchu 300, Taiwan;
- Correspondence:
| | - Tai-Hsiang Yen
- Department of Computer Science, National Chiao Tung University (NCTU), Hsinchu 300, Taiwan;
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12
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Lin YB, Lin YW, Lin JY, Hung HN. SensorTalk: An IoT Device Failure Detection and Calibration Mechanism for Smart Farming. Sensors (Basel) 2019; 19:s19214788. [PMID: 31689904 PMCID: PMC6864446 DOI: 10.3390/s19214788] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 10/27/2019] [Accepted: 10/30/2019] [Indexed: 11/16/2022]
Abstract
In an Internet of Things (IoT) system, it is essential that the data measured from the sensors are accurate so that the produced results are meaningful. For example, in AgriTalk, a smart farm platform for soil cultivation with a large number of sensors, the produced sensor data are used in several Artificial Intelligence (AI) models to provide precise farming for soil microbiome and fertility, disease regulation, irrigation regulation, and pest regulation. It is important that the sensor data are correctly used in AI modeling. Unfortunately, no sensor is perfect. Even for the sensors manufactured from the same factory, they may yield different readings. This paper proposes a solution called SensorTalk to automatically detect potential sensor failures and calibrate the aging sensors semi-automatically. Numerical examples are given to show the calibration tables for temperature and humidity sensors. When the sensors control the actuators, the SensorTalk solution can also detect whether a failure occurs within a detection delay. Both analytic and simulation models are proposed to appropriately select the detection delay so that, when a potential failure occurs, it is detected reasonably early without incurring too many false alarms. Specifically, our selection can limit the false detection probability to be less than 0.7%.
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Affiliation(s)
- Yi-Bing Lin
- Department of Computer Science, National Chiao Tung University, Hsinchu 300, Taiwan.
| | - Yun-Wei Lin
- College of Artificial Intelligence, National Chiao Tung University, Tainan 711, Taiwan.
| | - Jiun-Yi Lin
- Department of Computer Science, National Chiao Tung University, Hsinchu 300, Taiwan.
| | - Hui-Nien Hung
- Institute of Statistics, National Chiao Tung University, Hsinchu 300, Taiwan.
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13
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Ko JC, Chen JC, Yen TC, Chen TY, Ma PF, Lin YC, Cheng HH, Taso YC, Lin YW. Nitroglycerin Enhances Cisplatin-Induced Cytotoxicity via AKT Inactivation and Thymidylate Synthase Downregulation in Human Lung Cancer Cells. Pharmacology 2019; 105:209-224. [PMID: 31630149 DOI: 10.1159/000503688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 09/25/2019] [Indexed: 11/19/2022]
Abstract
Nitroglycerin (NTG), a nitric oxide-donating drug, may increase tumor blood flow and consequently increase cancer drug delivery to tumor cells. Thymidylate synthase (TS) is an essential enzyme for the de novo synthesis of deoxythymidine monophosphate; we had found that knocking down the expression of TS sensitizes lung cancer cells to cisplatin-induced cytotoxicity. However, whether NTG and cisplatin could induce synergistic cytotoxicity in nonsmall cell lung cancer (NSCLC) cells through modulating TS expression is unknown. In this study, NTG decreased TS expression in an AKT, also known as Protein kinase B (PKB) inactivation dependent manner in human lung adenocarcinoma A549 and squamous cell carcinoma H1703 cells. Enhancement of AKT activity by transfection with constitutive active AKT vectors increased the TS expression level as well as the cell survival pretreated by NTG. Moreover, NTG synergistically enhanced cytotoxicity and cell growth inhibition by cisplatin treatment in NSCLC cells, which were associated with downregulation of TS expression and inactivation of AKT in A549 and H1703 cells. Together, these results may provide a rationale to combine NTG with cisplatin-based chemotherapy to enhance the therapeutic effect for lung cancer in the future.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsinchu, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Ting-Chuan Yen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Tzu-Ying Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Peng-Fang Ma
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yuan-Cheng Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hsiang-Hung Cheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yong-Cing Taso
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan,
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14
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Ko JC, Chen JC, Chen TY, Yen TC, Ma PF, Lin YC, Wu CH, Peng YS, Zheng HY, Lin YW. Inhibition of thymidine phosphorylase expression by Hsp90 inhibitor potentiates the cytotoxic effect of salinomycin in human non-small-cell lung cancer cells. Toxicology 2019; 417:54-63. [PMID: 30796972 DOI: 10.1016/j.tox.2019.02.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 01/29/2019] [Accepted: 02/19/2019] [Indexed: 11/18/2022]
Abstract
Salinomycin is a polyether ionophore antibiotic having anti-tumorigenic property in various types of cancer. Elevated thymidine phosphorylase (TP) levels, a key enzyme in the pyrimidine nucleoside salvage pathway, are associated with an aggressive disease phenotype and poor prognoses. Heat shock protein 90 (Hsp90) is a ubiquitous molecular chaperone that is responsible for the stabilization and maturation of many oncogenic proteins. In this study, we report whether Hsp90 inhibitor 17-AAG could enhance salinomycin-induced cytotoxicity in NSCLC cells through modulating TP expression in two non-small-cell lung cancer (NSCLC) cell lines, A549 and H1975. We found that salinomycin increased TP expression in a MKK3/6-p38 MAPK activation manner. Knockdown of TP using siRNA or inactivation of p38 MAPK by pharmacological inhibitor SB203580 enhanced the cytotoxic and growth inhibition effects of salinomycin. In contrast, enforced expression of MKK6E (a constitutively active form of MKK6) reduced the cytotoxicity and cell growth inhibition of salinomycin. Moreover, Hsp90 inhibitor 17-AAG enhanced cytotoxicity and cell growth inhibition of salinomycin in NSCLC cells, which were associated with down-regulation of TP expression and inactivation of p38 MAPK. Together, the Hsp90 inhibition induced TP down-regulation involved in enhancing the salinomycin-induced cytotoxicity in A549 and H1975 cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Tzu-Ying Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Ting-Chuan Yen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Peng-Fang Ma
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yuan-Cheng Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chia-Hung Wu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Shuan Peng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hao-Yu Zheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan.
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15
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Chen JC, Ko JC, Yen TC, Chen TY, Lin YC, Ma PF, Lin YW. Capsaicin enhances erlotinib-induced cytotoxicity via AKT inactivation and excision repair cross-complementary 1 (ERCC1) down-regulation in human lung cancer cells. Toxicol Res (Camb) 2019; 8:459-470. [PMID: 31160978 DOI: 10.1039/c8tx00346g] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Accepted: 03/11/2019] [Indexed: 01/23/2023] Open
Abstract
Capsaicin, a natural active ingredient of green and red peppers, has been demonstrated to exhibit anti-cancer properties in several malignant cell lines. Excision repair cross-complementary 1 (ERCC1) has a leading role in the nucleotide excision repair (NER) process because of its involvement in the excision of DNA adducts. Erlotinib (TarcevaR) is a selective epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor that has demonstrated clinical activity in non-small cell lung cancer (NSCLC) cells. However, whether capsaicin and erlotinib could induce synergistic cytotoxicity in NSCLC cells through modulating ERCC1 expression is unknown. In this study, capsaicin decreased the ERCC1 expression in an AKT inactivation dependent manner in two human lung adenocarcinoma cells, namely, A549 and H1975. Enhancement of AKT activity by transfection with constitutive active AKT vectors increased the ERCC1 protein level as well as the cell survival by capsaicin. Moreover, capsaicin synergistically enhanced the cytotoxicity and cell growth inhibition of erlotinib in NSCLC cells, which were associated with the down-regulation of ERCC1 expression and inactivation of AKT in A549 and H1975 cells. Together, these results may provide a rationale to combine capsaicin with erlotinib for lung cancer treatment.
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Affiliation(s)
- Jyh-Cheng Chen
- Department of Food Science , National Chiayi University , Chiayi , Taiwan
| | - Jen-Chung Ko
- Department of Internal Medicine , National Taiwan University Hospital , Hsin-Chu Branch , Taiwan
| | - Ting-Chuan Yen
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Tzu-Ying Chen
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Yuan-Cheng Lin
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Peng-Fang Ma
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
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16
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Chen JC, Wu CH, Peng YS, Zheng HY, Lin YC, Ma PF, Yen TC, Chen TY, Lin YW. Astaxanthin enhances erlotinib-induced cytotoxicity by p38 MAPK mediated xeroderma pigmentosum complementation group C (XPC) down-regulation in human lung cancer cells. Toxicol Res (Camb) 2018; 7:1247-1256. [PMID: 30555679 DOI: 10.1039/c7tx00292k] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Accepted: 09/07/2018] [Indexed: 12/11/2022] Open
Abstract
Astaxanthin has been demonstrated to exhibit a wide range of beneficial effects that include anti-cancer and anti-inflammatory properties. Xeroderma pigmentosum complementation group C (XPC) protein is an important DNA damage recognition factor in nucleotide excision repair and is involved in regulating non-small cell lung cancer (NSCLC) cell proliferation and viability. Erlotinib (TarcevaR) is a selective epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor that has demonstrated clinical activity in NSCLC cells. However, whether astaxanthin and erlotinib could induce synergistic cytotoxicity in NSCLC cells through modulating XPC expression is unknown. In this study, we found that p38 MAPK activation by astaxanthin decreased XPC expression in two human lung adenocarcinoma A549 and H1975 cells. Inactivation of p38 MAPK by pharmacological inhibitor SB203580 or the specific small interfering RNA (siRNA) rescued the astaxanthin-reduced XPC mRNA and protein levels. Enforced expression of XPC cDNA or inhibiting the p38 MAPK activity reduced the cytotoxicity and cell growth inhibition of astaxanthin. In contrast, knockdown of XPC using siRNA enhanced the cytotoxic effects of astaxanthin. Moreover, astaxanthin synergistically enhanced cytotoxicity and cell growth inhibition of erlotinib in NSCLC cells, which were associated with the down-regulation of XPC expression and activation of p38 MAPK. Our findings suggested that the astaxanthin induced p38 MAPK mediated XPC down-regulation enhanced the erlotinib-induced cytotoxicity in A549 and H1975 cells.
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Affiliation(s)
- Jyh-Cheng Chen
- Department of Food Science , National Chiayi University , Chiayi , Taiwan
| | - Chia-Hung Wu
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Yi-Shuan Peng
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Hao-Yu Zheng
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Yuan-Cheng Lin
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Peng-Fang Ma
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Ting-Chuan Yen
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Tzu-Ying Chen
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology , National Chiayi University , Chiayi , Taiwan . ; ; Tel: +886-5-271-7770
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17
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Chen JC, Ma PF, Lin YC, Wu CH, Peng YS, Zheng HY, Lin MC, Li YT, Lin YW. 17-(Allylamino)-17-Demethoxygeldanamycin Enhances Etoposide-Induced Cytotoxicity via the Downregulation of Xeroderma Pigmentosum Complementation Group C Expression in Human Lung Squamous Cell Carcinoma Cells. Pharmacology 2018; 102:91-104. [PMID: 29953987 DOI: 10.1159/000490256] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 05/22/2018] [Indexed: 11/19/2022]
Abstract
Etoposide (VP16) is a topoisomerase II inhibitor and has been used for the treatment of non-small cell lung cancer (NSCLC). Xeroderma pigmentosum complementation group C (XPC) protein is a DNA damage recognition factor in nucleotide excision repair and involved in regulating NSCLC cell proliferation and viability. Heat shock protein 90 (Hsp90) is a ubiquitous molecular chaperone that is responsible for the stabilization and maturation of many oncogenic proteins. In this study, we report whether Hsp90 inhibitor 17-allylamino-17-demethoxygeldanamycin (17-AAG) enhanced etoposide-induced cytotoxicity in NSCLC cells through modulating the XPC expression. We found that etoposide increased XPC expression in an AKT activation manner in 2 squamous cell carcinoma H1703 and H520 cells. Knockdown of XPC using siRNA or inactivation of AKT by pharmacological inhibitor PI3K inhibitor (LY294002) enhanced the cytotoxic effects of etoposide. In contrast, enforced expression of XPC cDNA or AKT-CA (a constitutively active form of AKT) reduced the cytotoxicity and cell growth inhibition of etoposide. Hsp90 inhibitor 17-AAG enhanced cytotoxicity and cell growth inhibition of etoposide in NSCLC cells, which were associated with the downregulation of XPC expression and inactivation of AKT. Our findings suggested that the Hsp90 inhibition induced XPC downregulation involved in enhancing the etoposide-induced cytotoxicity in H1703 and H520 cells.
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Affiliation(s)
- Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Peng-Fang Ma
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yuan-Cheng Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chia-Hung Wu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Shuan Peng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hao-Yu Zheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Mu-Chuan Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Ya-Tang Li
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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18
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Hsieh C, Lin YW, Chen CH, Ku W, Ma F, Yu H, Chu C. Yellow and green pigments from Calophyllum inophyllum L. seed oil induce cell death in colon and lung cancer cells. Oncol Lett 2018; 15:5915-5923. [PMID: 29552223 DOI: 10.3892/ol.2018.8052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Accepted: 09/13/2017] [Indexed: 12/18/2022] Open
Abstract
Natural compounds have been candidates for anticancer medicine over the last 20 years. During the process of isolating seed oil from Calophyllum inophyllum L., yellow and green pigments containing multiple compounds with an aromatic structure were identified. High-performance liquid chromatography and nuclear magnetic resonance analysis of these pigments revealed that the compounds present were identical, but the concentration of the compounds was different. Treatment with the pigments was able to induce the death of DLD-1 human colon cancer cells and increase the percentage of the cells in the sub-G1 and sub-G2/M phases in a dose-dependent manner. Additionally, the pigments were able to exhibit cytotoxic activity on A549 and H1975 human non-small cell lung cancer (NSCLC) cell lines at 24 h, with half-maximal inhibitory concentrations (IC50) values of 0.1206 and 0.0676%, respectively for green pigments, and 0.0434 and 0.0501%, respectively for yellow pigments. Furthermore, a decrease in IC50 value was associated with an increase in the duration of treatment. However, a sharp decrease in IC50 value of the yellow pigment was observed for H1975 cells at 48 h and for A549 cells at 72 h compared with no change in IC50 value for the green pigment with time, suggesting that the pigments function and induce cell death differently in the two cell lines. An investigation was performed into the synergistic effect of the green pigment and gefitinib (Iressa®, ZD1839), which is a selective epidermal growth factor receptor-tyrosine kinase inhibitor to block growth factor-mediated cell proliferation. The combination of the green pigment and gefitinib resulted in an enhancement of the decrease in viability of A549 and H1975 cells compared with treatment with gefitinib alone, which suggested that treatment with the green pigments was able to enhance the sensitivity of NSCLC cells to gefitinib. In conclusion, these pigments may be considered for development as anti-colon cancer agents.
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Affiliation(s)
- Chiawen Hsieh
- Department of Microbiology, Immunology and Biopharmaceuticals, National Chiayi University, Chiayi 60004, Taiwan, R.O.C
| | - Yun-Wei Lin
- Department of Biochemistry and Biotechnology Sciences, National Chiayi University, Chiayi 60004, Taiwan, R.O.C
| | - Ching-Hsein Chen
- Department of Microbiology, Immunology and Biopharmaceuticals, National Chiayi University, Chiayi 60004, Taiwan, R.O.C
| | - Wenjun Ku
- Forest Chemistry Division, Taiwan Forestry Research Institute, Taipei 10066, Taiwan, R.O.C
| | - Fuching Ma
- Silviculture Division, Taiwan Forestry Research Institute, Taipei 10066, Taiwan, R.O.C
| | - Hanming Yu
- Fushan Botanic Garden, Taiwan Forestry Research Institute, Yuanshan, Yilan 26445, Taiwan, R.O.C
| | - Chishih Chu
- Department of Microbiology, Immunology and Biopharmaceuticals, National Chiayi University, Chiayi 60004, Taiwan, R.O.C
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19
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Liao KS, Wei CL, Chen JC, Zheng HY, Chen WC, Wu CH, Wang TJ, Peng YS, Chang PY, Lin YW. Astaxanthin enhances pemetrexed-induced cytotoxicity by downregulation of thymidylate synthase expression in human lung cancer cells. Regul Toxicol Pharmacol 2016; 81:353-361. [PMID: 27693704 DOI: 10.1016/j.yrtph.2016.09.031] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 09/21/2016] [Accepted: 09/27/2016] [Indexed: 12/18/2022]
Abstract
Pemetrexed, a multitargeted antifolate agent, has demonstrated clinical activity in non-small cell lung cancer (NSCLC) cells. Increased expression of thymidylate synthase (TS) is thought to be associated with resistance to pemetrexed. Astaxanthin exhibits a wide range of beneficial effects including anti-cancer and anti-inflammatory properties. In this study, we showed that down-regulating of TS expression in two NSCLC cell lines, human lung adenocarcinoma H1650 and squamous cell carcinoma H1703 cells, with astaxanthin were associated with decreased MKK1/2-ERK1/2 activity. Enforced expression of constitutively active MKK1 (MKK1-CA) vector significantly rescued the decreased TS mRNA and protein levels in astaxanthin-treated NSCLC cells. Combined treatment with a MKK1/2 inhibitor (U0126 or PD98059) further decreased the TS expression in astaxanthin-exposed NSCLC cells. Knockdown of TS using small interfering RNA (siRNA) or inhibiting ERK1/2 activity enhanced the cytotoxicity and cell growth inhibition of astaxanthin. Combination of pemetrexed and astaxanthin resulted in synergistic enhancing cytotoxicity and cell growth inhibition in NSCLC cells, accompanied with reduced activation of phospho-MKK1/2, phopho-ERK1/2, and TS expression. Overexpression of MKK1/2-CA reversed the astaxanthin and pemetrexed-induced synergistic cytotoxicity. Our findings suggested that the down-regulation of MKK1/2-ERK1/2-mediated TS expression by astaxanthin is an important regulator of enhancing the pemetrexed-induced cytotoxicity in NSCLC cells.
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Affiliation(s)
- Kai-Sheng Liao
- Department of Pathology, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi, Taiwan; School of Nursing, Chung Jen Junior College of Nursing, Health Science and Management, Chiayi, Taiwan
| | - Chia-Li Wei
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Hao-Yu Zheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Wen-Ching Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chia-Hung Wu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Tai-Jing Wang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Shuan Peng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Po-Yuan Chang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan.
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20
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Ko JC, Chen JC, Wang TJ, Zheng HY, Chen WC, Chang PY, Lin YW. Astaxanthin down-regulates Rad51 expression via inactivation of AKT kinase to enhance mitomycin C-induced cytotoxicity in human non-small cell lung cancer cells. Biochem Pharmacol 2016; 105:91-100. [PMID: 26921637 DOI: 10.1016/j.bcp.2016.02.016] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 02/23/2016] [Indexed: 01/10/2023]
Abstract
Astaxanthin has been demonstrated to exhibit a wide range of beneficial effects, including anti-inflammatory and anti-cancer properties. However, the molecular mechanism of astaxanthin-induced cytotoxicity in non-small cell lung cancer (NSCLC) cells has not been identified. Rad51 plays a central role in homologous recombination, and studies show that chemo-resistant carcinomas exhibit high levels of Rad51 expression. In this study, astaxanthin treatment inhibited cell viability and proliferation of two NSCLC cells, A549 and H1703. Astaxanthin treatment (2.5-20 μM) decreased Rad51 expression and phospho-AKT(Ser473) protein level in a time and dose-dependent manner. Furthermore, expression of constitutively active AKT (AKT-CA) vector rescued the decreased Rad51 mRNA and protein levels in astaxanthin-treated NSCLC cells. Combined treatment with phosphatidylinositol 3-kinase (PI3K) inhibitors (LY294002 or wortmannin) further decreased the Rad51 expression in astaxanthin-exposed A549 and H1703 cells. Knockdown of Rad51 expression by transfection with si-Rad51 RNA or cotreatment with LY294002 further enhanced the cytotoxicity and cell growth inhibition of astaxanthin. Additionally, mitomycin C (MMC) as an anti-tumor antibiotic is widely used in clinical NSCLC chemotherapy. Combination of MMC and astaxanthin synergistically resulted in cytotoxicity and cell growth inhibition in NSCLC cells, accompanied with reduced phospho-AKT(Ser473) level and Rad51 expression. Overexpression of AKT-CA or Flag-tagged Rad51 reversed the astaxanthin and MMC-induced synergistic cytotoxicity. In contrast, pretreatment with LY294002 further decreased the cell viability in astaxanthin and MMC co-treated cells. In conclusion, astaxanthin enhances MMC-induced cytotoxicity by decreasing Rad51 expression and AKT activation. These findings may provide rationale to combine astaxanthin with MMC for the treatment of NSCLC.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan; Institute of Technology Law, National Chiao Tung University, Hsinchu, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Tai-Jing Wang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hao-Yu Zheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Wen-Ching Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Po-Yuan Chang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan.
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Ko JC, Wang TJ, Chang PY, Syu JJ, Chen JC, Chen CY, Jian YT, Jian YJ, Zheng HY, Chen WC, Lin YW. Minocycline enhances mitomycin C-induced cytotoxicity through down-regulating ERK1/2-mediated Rad51 expression in human non-small cell lung cancer cells. Biochem Pharmacol 2015. [PMID: 26212550 DOI: 10.1016/j.bcp.2015.07.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Minocycline is a semisynthetic tetracycline derivative; it has anti-inflammatory and anti-cancer effects distinct from its antimicrobial function. However, the molecular mechanism of minocycline-induced cytotoxicity in non-small cell lung cancer (NSCLC) cells has not been identified. Rad51 plays a central role in homologous recombination and high levels of Rad51 expression are observed in chemo- or radioresistant carcinomas. Our previous studies have shown that the MKK1/2-ERK1/2 signal pathway maintains the expression of Rad51 in NSCLC cells. In this study, minocycline treatment inhibited cell viability and proliferation of two NSCLC cells, A549 and H1975. Treatment with minocycline decreased Rad51 mRNA and protein levels through MKK1/2-ERK1/2 inactivation. Furthermore, expression of constitutively active MKK1 (MKK1-CA) vectors significantly rescued the decreased Rad51 protein and mRNA levels in minocycline-treated NSCLC cells. However, combined treatment with MKK1/2 inhibitor U0126 and minocycline further decreased the Rad51 expression and cell viability of NSCLC cells. Knocking down Rad51 expression by transfection with small interfering RNA of Rad51 enhanced the cytotoxicity and cell growth inhibition of minocycline. Mitomycin C (MMC) is typically used as a first or second line regimen to treat NSCLC. Compared to a single agent alone, MMC combined with minocycline resulted in cytotoxicity and cell growth inhibition synergistically in NSCLC cells, accompanied with reduced activation of phospho-ERK1/2, and reduced Rad51 protein levels. Overexpression of MKK1-CA or Flag-tagged Rad51 could reverse the minocycline and MMC-induced synergistic cytotoxicity. These findings may have implications for the rational design of future drug regimens incorporating minocycline and MMC for the treatment of NSCLC.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan, Department of Nursing, Yuanpei University, Hsinchu, Taiwan
| | - Tai-Jing Wang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Po-Yuan Chang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Jhan-Jhang Syu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Chien-Yu Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Ting Jian
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Jun Jian
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Hao-Yu Zheng
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Wen-Ching Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan.
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Ko JC, Syu JJ, Chen JC, Wang TJ, Chang PY, Chen CY, Jian YT, Jian YJ, Lin YW. Resveratrol Enhances Etoposide-Induced Cytotoxicity through Down-Regulating ERK1/2 and AKT-Mediated X-ray Repair Cross-Complement Group 1 (XRCC1) Protein Expression in Human Non-Small-Cell Lung Cancer Cells. Basic Clin Pharmacol Toxicol 2015; 117:383-91. [PMID: 26046675 DOI: 10.1111/bcpt.12425] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Accepted: 05/26/2015] [Indexed: 11/27/2022]
Abstract
Etoposide (VP-16), a topoisomerase II inhibitor, is an effective anti-cancer drug used for the treatment of non-small-cell lung cancer (NSCLC). Resveratrol is a naturally occurring polyphenolic compound that has been proved to have anti-cancer activity. XRCC1 is an important scaffold protein involved in base excision repair that is regulated by ERK1/2 and AKT signals and plays an important role in the development of lung cancer. However, the role of ERK1/2 and AKT-mediated XRCC1 expression in etoposide treatment alone or combined with resveratrol-induced cytotoxicity in NSCLC cells has not been identified. In this study, etoposide treatment increased XRCC1 mRNA and protein expression through AKT and ERK1/2 activation in two NSCLC cells, H1703 and H1975. Knockdown of XRCC1 in NSCLC cells by transfection of XRCC1 siRNA or inactivation of ERK1/2 and AKT resulted in enhancing cytotoxicity and cell growth inhibition induced by etoposide. Resveratrol inhibited the expression of XRCC1 and enhanced the etoposide-induced cell death and anti-proliferation effect in NSCLC cells. Furthermore, transfection with constitutive active MKK1 or AKT vectors could rescue the XRCC1 protein level and also the cell survival suppressed by co-treatment with etoposide and resveratrol. These findings suggested that down-regulation of XRCC1 expression by resveratrol can enhance the chemosensitivity of etoposide in NSCLC cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan.,Department of Nursing, Yuanpei University, Hsinchu, Taiwan
| | - Jhan-Jhang Syu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Jyh-Cheng Chen
- Department of Food Science, National Chiayi University, Chiayi, Taiwan
| | - Tai-Jing Wang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Po-Yuan Chang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chien-Yu Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Ting Jian
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Jun Jian
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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Tung CL, Jian YJ, Syu JJ, Wang TJ, Chang PY, Chen CY, Jian YT, Lin YW. Down-regulation of ERK1/2 and AKT-mediated X-ray repair cross-complement group 1 protein (XRCC1) expression by Hsp90 inhibition enhances the gefitinib-induced cytotoxicity in human lung cancer cells. Exp Cell Res 2015; 334:126-35. [DOI: 10.1016/j.yexcr.2015.01.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 01/15/2015] [Accepted: 01/25/2015] [Indexed: 01/21/2023]
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Kuo CH, Lin YW, Chen RS. Lipopeptides Extract from Bacillus Amyloliquefaciens Induce Human Oral Squamous Cancer Cell Death. Asian Pac J Cancer Prev 2015; 16:91-6. [DOI: 10.7314/apjcp.2015.16.1.91] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Ko JC, Chiu HC, Syu JJ, Chen CY, Jian YT, Huang YJ, Wo TY, Jian YJ, Chang PY, Wang TJ, Lin YW. Down-regulation of MSH2 expression by Hsp90 inhibition enhances cytotoxicity affected by tamoxifen in human lung cancer cells. Biochem Biophys Res Commun 2014; 456:506-12. [PMID: 25490383 DOI: 10.1016/j.bbrc.2014.11.116] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Accepted: 11/28/2014] [Indexed: 01/22/2023]
Abstract
The anti-estrogen tamoxifen has been used worldwide as an adjuvant hormone therapeutic agent in the treatment of breast cancer. However, the molecular mechanism of tamoxifen-induced cytotoxicity in non-small cell lung cancer (NSCLC) cells has not been identified. Human MutS homolog 2 (MSH2), a crucial element of the highly conserved DNA mismatch repair system, and expression of MSH2 have been down-regulated by Hsp90 function inhibition in human lung cancer. Therefore, in this study, we examined whether MSH2 plays a role in the tamoxifen and Hsp90 inhibitor-induced cytotoxic effect on NSCLC cells. The results showed that treatment with tamoxifen increased MSH2 mRNA and protein levels. The combination treatment with PI3K inhibitors (LY294002 or wortmannin) or knockdown AKT expression by specific small interfering RNA could decrease tamoxifen-induced MSH2 expression. Both knocking down MSH2 expression and co-treatment of PI3K inhibitors enhanced the cytotoxicity and cell growth inhibition of tamoxifen. Compared to a single agent alone, tamoxifen combined with an Hsp90 inhibitor resulted in cytotoxicity and cell growth inhibition synergistically in NSCLC cells, accompanied with reduced MSH2 expression. These findings may have implications for the rational design of future drug regimens incorporating tamoxifen and Hsp90 inhibitors for the treatment of NSCLC.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
| | - Hsien-Chun Chiu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Jhan-Jhang Syu
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Chien-Yu Chen
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Ting Jian
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Jhen Huang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Ting-Yu Wo
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yi-Jun Jian
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Po-Yuan Chang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Tai-Jing Wang
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
| | - Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan.
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Lin YW, Chiu HC, Syu JJ, Jian YT, Chen CY. Abstract A33: Enhancement of thymidine phosphorylase downregulation by erlotinib enhances cytotoxicity affected by tamoxifen in human non-small cell lung cancer cells. Mol Cancer Res 2014. [DOI: 10.1158/1557-3125.rasonc14-a33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Tamoxifen is a triphenylethylene nonsteroidal antiestrogen used worldwide as an adjuvant chemotherapeutic agent in the treatment of breast cancer. However, the molecular mechanism of tamoxifen also could induce cytotoxicity in non-small cell lung cancer (NSCLC) cells have not been proved. In this study, tamoxifen treatment inhibited cell survival in two NSCLC cells, H520 and H1975. Treatment with tamoxifen decreased TP mRNA and protein levels in an AKT inactivation-dependent manner. Furthermore, expression of constitutively active AKT (AKT-CA) vectors significantly rescued the decreased TP protein and mRNA levels in tamoxifen-treated NSCLC cells. In contrast, a combination of PI3K inhibitors (LY294002 or wortmannin) further decreased the TP expression and cell viability induced by tamoxifen. Moreover, knocking down TP expression by transfection with small interfering RNA of TP enhanced the cytotoxicity and growth inhibition of tamoxifen. Erlotinib (Tarceva, OSI-774), an orally available inhibitor of epidermal growth factor receptor (EGFR) tyrosine kinase, is approved for clinical use in the NSCLC therapy. Compared to each single treatment, the combining tamoxifen with erlotinib resulted in a synergistically inhibited the cell viability and cell growth, accompanied with the reduction of phospho-AKT, phosph-ERK1/2, and TP protein levels. An enhancement of AKT or ERK1/2 activation by transfecting the cancer cells with constitutively active AKT or MKK1/2 expression vectors significantly restored the two drugs combination-reduced TP protein levels as well as cell viability. Taken together, our results suggest that the down-modulation of AKT and ERK1/2-mediated TP expression by erlotinib represents a key factor in enhancing the cytotoxic effects of tamoxifen in NSCLC cells.
Citation Format: Yun-Wei Lin, Hsien-Chun Chiu, Jhan-Jhang Syu, Yun-Ting Jian, Chien-Yu Chen. Enhancement of thymidine phosphorylase downregulation by erlotinib enhances cytotoxicity affected by tamoxifen in human non-small cell lung cancer cells. [abstract]. In: Proceedings of the AACR Special Conference on RAS Oncogenes: From Biology to Therapy; Feb 24-27, 2014; Lake Buena Vista, FL. Philadelphia (PA): AACR; Mol Cancer Res 2014;12(12 Suppl):Abstract nr A33. doi: 10.1158/1557-3125.RASONC14-A33
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Ko JC, Chiu HC, Syu JJ, Jian YJ, Chen CY, Jian YT, Huang YJ, Wo TY, Lin YW. Tamoxifen enhances erlotinib-induced cytotoxicity through down-regulating AKT-mediated thymidine phosphorylase expression in human non-small-cell lung cancer cells. Biochem Pharmacol 2014; 88:119-27. [DOI: 10.1016/j.bcp.2014.01.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Revised: 01/10/2014] [Accepted: 01/10/2014] [Indexed: 12/12/2022]
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Ko JC, Chiu HC, Wo TY, Huang YJ, Tseng SC, Huang YC, Chen HJ, Syu JJ, Chen CY, Jian YT, Jian YJ, Lin YW. Inhibition of p38 MAPK-dependent MutS homologue-2 (MSH2) expression by metformin enhances gefitinib-induced cytotoxicity in human squamous lung cancer cells. Lung Cancer 2013; 82:397-406. [PMID: 24138903 DOI: 10.1016/j.lungcan.2013.09.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Revised: 09/12/2013] [Accepted: 09/18/2013] [Indexed: 12/29/2022]
Abstract
OBJECTIVES Gefitinib, a quinazoline-derived tyrosine kinase inhibitor, has anti-tumor activity in vivo and in vitro. Human MutS homologue-2 (MSH2) plays a central role in promoting genetic stability by correcting DNA replication errors. The present study investigated the effects of p38 mitogen-activated protein kinase (MAPK) signal on gefitinib-induced MSH2 expression in two human non-small cell lung squamous cancer cell lines. MATERIALS AND METHODS After the gefitinib treatment, the expressions of MSH2 mRNA were determined by real-time PCR and RT-PCR analysis. Protein levels of MSH2, phospho-MKK3/6, phospho-p38 MAPK were determined by Western blot analysis. We used specific MSH2, and p38 MAPK small interfering RNA to examine the role of p38 MAPK-MSH2 signal in regulating the chemosensitivity of gefitinib. Cell viability was assessed by MTS assay, trypan blue exclusion, and colony-forming ability assay. RESULTS Exposure of gefitinib increased MSH2 protein and mRNA levels, which was accompanied by MKK3/6-p38 MAPK activation in H520 and H1703 cells. Moreover, blocking p38 MAPK activation by SB202190 significantly decreased gefitinib-induced MSH2 expression by increasing mRNA and protein instability. In contrast, enhancing p38 activation using constitutively active MKK6 (MKK6E) increased MSH2 protein and mRNA levels. Specific inhibition of MSH2 expression by siRNA enhanced gefitinib-induced cytotoxicity. Metformin, an anti-diabetic drug, might reduce cancer risk. In human lung squamous cancer cells, metformin decreased gefitinib-induced MSH2 expression and augmented the cytotoxic effect and growth inhibition by gefitinib. Transient expression of MKK6E or HA-p38 MAPK vector could abrogate metformin and gefitinib-induced synergistic cytotoxic effect in H520 and H1703 cells. CONCLUSION Together, down-regulation of MSH2 expression can be a possible strategy to enhance the sensitivity of gefitinib to human lung squamous cancer cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan; Department of Nursing, Yuanpei University, Hsinchu, Taiwan; Institute of Technology Law, National Chiao Tung University, Hsinchu, Taiwan
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Lin YW, Tseng SC, Huang YC, Chiu HC, Chen HJ, Weng SH, Huang YJ, Wo TY. Abstract 1283: Role of ERCC1 in metformin enhancing paclitaxel-induced cytotoxicity. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-1283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Metformin, an extensively used and well-tolerated drug for treating individuals with type 2 diabetes, has recently gained significant attention as an anticancer drug. On the other hand, paclitaxel (taxol) is a new antineoplastic drug that has shown promise in the treatment of non-small cell lung cancer (NSCLC). High expression levels of excision repair cross-complementary 1 (ERCC1) in cancers have been positively associated with the DNA repair capacity and a poor prognosis in NSCLC patients treated with platinum-containing chemotherapy. In this current study, paclitaxel was found to increase phosphorylation of mitogen-activated protein kinase (MAPK) kinase 3/6 (MKK3/6)-p38 MAPK as well as protein and mRNA levels of ERCC1 in H1650 and H1703 cells. Moreover, paclitaxel-induced ERCC1 protein and mRNA levels significantly decreased via the downregulation of p38 activity by either a p38 MAPK inhibitor SB202190 or p38 knockdown with specific small interfering RNA (siRNA). Specific inhibition of ERCC1 with siRNA was found to enhance the paclitaxel-induced cytotoxic effect and growth inhibition. Furthermore, metformin was able to not only decrease the paclitaxel-induced p38 MAPK-mediated ERCC1 expression, but also augment the cytotoxic effect induced by paclitaxel. Finally, expression of constitutive activate MKK6 or HA-p38 MAPK vectors in lung cancer cells was able to abrogate ERCC1 downregulation by metformin and paclitaxel as well as cell viability and DNA repair capacity. Overall, our results suggest that inhibition of the p38 MAPK signaling by metformin coupled with paclitaxel therapy in human NSCLC cells may be a clinically useful combination, which however will require further validation.
Citation Format: Yun-Wei Lin, Sheng-Chieh Tseng, Yu-Ching Huang, Hsien-Chun Chiu, Huang-Jen Chen, Shao-Hsing Weng, Yi-Jhen Huang, Ting-Yu Wo. Role of ERCC1 in metformin enhancing paclitaxel-induced cytotoxicity. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 1283. doi:10.1158/1538-7445.AM2013-1283
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Lin YW, Huang YC, Tseng SC, Chiu HC, Chen HJ, Huang YJ, Wo TY, Weng SH, Ko JC. Abstract 1301: Metformin induces cytotoxicity by TP and ERCC1 decrease. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-1301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Metformin is an anti-diabetic drug recently shown to inhibit cancer cell proliferation and growth, although the involved molecular mechanisms have not been elucidated. In many cancer cells, highly expression of thymidine phosphorylase (TP) and ERCC1 are associated with poor prognosis. We used A549 and H1975 huamn non-small cell lung cancer (NSCLC) cell lines to investigate the role of TP and ERCC1 expression in metformin-induced cytotoxicity. Metformin treatment decreased cellular TP and ERCC1 protein and mRNA levels by down-regulating phosphorylated MEK1/2-ERK1/2 protein levels in a dose- and time-dependent manner. The enforced expression of the constitutively active MEK1 (MEK1-CA) vectors significantly restored cellular TP and ERCC1 protein levels and cells viability. Specific inhibition of TP and ERCC1 expression by siRNA enhanced the metformin-induced cytotoxicity and growth inhibition. In conclusion, metformin induces cytotoxicity by down-regulating TP and ERCC1 expression in NSCLC cells.
Citation Format: Yun-Wei Lin, Yu-Ching Huang, Sheng-Chieh Tseng, Hsien-Chun Chiu, Huang-Jen Chen, Yi-Jhen Huang, Ting-Yu Wo, Shao-Hsing Weng, Jen-Chung Ko. Metformin induces cytotoxicity by TP and ERCC1 decrease. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 1301. doi:10.1158/1538-7445.AM2013-1301
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Affiliation(s)
| | | | | | | | | | | | | | | | - Jen-Chung Ko
- 2National Taiwan University Hospital, Hsin-Chu, Taiwan
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Ko JC, Huang YC, Chen HJ, Tseng SC, Chiu HC, Wo TY, Huang YJ, Weng SH, Chiou RYY, Lin YW. Metformin induces cytotoxicity by down-regulating thymidine phosphorylase and excision repair cross-complementation 1 expression in non-small cell lung cancer cells. Basic Clin Pharmacol Toxicol 2013; 113:56-65. [PMID: 23362830 DOI: 10.1111/bcpt.12052] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Accepted: 01/02/2013] [Indexed: 01/22/2023]
Abstract
Metformin is an antidiabetic drug recently shown to inhibit cancer cell proliferation and growth, although the involved molecular mechanisms have not been elucidated. In many cancer cells, high expression of thymidine phosphorylase (TP) and Excision repair cross-complementation 1 (ERCC1) is associated with poor prognosis. We used A549 and H1975 human non-small cell lung cancer (NSCLC) cell lines to investigate the role of TP and ERCC1 expression in metformin-induced cytotoxicity. Metformin treatment decreased cellular TP and ERCC1 protein and mRNA levels by down-regulating phosphorylated MEK1/2-ERK1/2 protein levels in a dose- and time-dependent manner. The enforced expression of the constitutively active MEK1 (MEK1-CA) vectors significantly restored cellular TP and ERCC1 protein levels and cell viability. Specific inhibition of TP and ERCC1 expression by siRNA enhanced the metformin-induced cytotoxicity and growth inhibition. Arachidin-1, an antioxidant stilbenoid, further decreased TP and ERCC1 expression and augmented metformin's cytotoxic effect, which was abrogated in lung cancer cells transfected with MEK1/2-CA expression vector. In conclusion, metformin induces cytotoxicity by down-regulating TP and ERCC1 expression in NSCLC cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
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Tseng SC, Huang YC, Chen HJ, Chiu HC, Huang YJ, Wo TY, Weng SH, Lin YW. Metformin-mediated downregulation of p38 mitogen-activated protein kinase-dependent excision repair cross-complementing 1 decreases DNA repair capacity and sensitizes human lung cancer cells to paclitaxel. Biochem Pharmacol 2012; 85:583-94. [PMID: 23228696 DOI: 10.1016/j.bcp.2012.12.001] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2012] [Revised: 12/03/2012] [Accepted: 12/03/2012] [Indexed: 10/27/2022]
Abstract
Metformin, an extensively used and well-tolerated drug for treating individuals with type 2 diabetes, has recently gained significant attention as an anticancer drug. On the other hand, paclitaxel (Taxol) is a new antineoplastic drug that has shown promise in the treatment of non-small cell lung cancer (NSCLC). High expression levels of excision repair cross-complementary 1 (ERCC1) in cancers have been positively associated with the DNA repair capacity and a poor prognosis in NSCLC patients treated with platinum-containing chemotherapy. In this current study, paclitaxel was found to increase phosphorylation of mitogen-activated protein kinase (MAPK) kinase 3/6 (MKK3/6)-p38 MAPK as well as protein and mRNA levels of ERCC1 in H1650 and H1703 cells. Moreover, paclitaxel-induced ERCC1 protein and mRNA levels significantly decreased via the downregulation of p38 activity by either a p38 MAPK inhibitor SB202190 or p38 knockdown with specific small interfering RNA (siRNA). Specific inhibition of ERCC1 with siRNA was found to enhance the paclitaxel-induced cytotoxic effect and growth inhibition. Furthermore, metformin was able to not only decrease the paclitaxel-induced p38 MAPK-mediated ERCC1 expression, but also augment the cytotoxic effect induced by paclitaxel. Finally, expression of constitutive activate MKK6 or HA-p38 MAPK vectors in lung cancer cells was able to abrogate ERCC1 downregulation by metformin and paclitaxel as well as cell viability and DNA repair capacity. Overall, our results suggest that inhibition of the p38 MAPK signaling by metformin coupled with paclitaxel therapy in human NSCLC cells may be a clinically useful combination, which however will require further validation.
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Affiliation(s)
- Sheng-Chieh Tseng
- Molecular Oncology Laboratory, Department of Biochemical Science and Technology, National Chiayi University, 300 Syuefu Road, Chiayi 600, Taiwan
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Ko JC, Chen HJ, Huang YC, Tseng SC, Weng SH, Wo TY, Huang YJ, Chiu HC, Tsai MS, Chiou RYY, Lin YW. HSP90 inhibition induces cytotoxicity via down-regulation of Rad51 expression and DNA repair capacity in non-small cell lung cancer cells. Regul Toxicol Pharmacol 2012; 64:415-24. [PMID: 23069143 DOI: 10.1016/j.yrtph.2012.10.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Revised: 10/02/2012] [Accepted: 10/07/2012] [Indexed: 12/20/2022]
Abstract
Heat shock protein 90 (HSP90) is an exciting new target in cancer therapy. Repair protein Rad51 is involved in protecting non-small cell lung cancer (NSCLC) cell lines against chemotherapeutic agent-induced cytotoxicity. This study investigated the role of Rad51 expression in HSP90 inhibitor 17-allylamino-17-demethoxygeldanamycin (17-AAG)-induced cytotoxicity in two NSCLC cell lines, A549 and H1975. The 17-AAG treatment decreased cellular Rad51 protein and mRNA levels and phosphorylated MKK1/2-ERK1/2 protein levels, and disrupted the HSP90 and Rad51 interaction. This triggered Rad51 protein degradation through the 26S proteasome pathway. The 17-AAG treatment also decreased the NSCLC cells' DNA repair capacity, which was restored by the forced expression of the Flag-Rad51 vector. Specific inhibition of Rad51 expression by siRNA further enhanced 17-AAG-induced cytotoxicity. In contrast, enhanced ERK1/2 activation by the constitutively active MKK1/2 (MKK1/2-CA) vector significantly restored the 17-AAG-reduced Rad51 protein levels and cell viability. Arachidin-1, an antioxidant stilbenoid, further decreased Rad51 expression and augmented the cytotoxic effect and growth inhibition of 17-AAG. The 17-AAG and arachidin-1-induced synergistic cytotoxic effects and decreased DNA repair capacity were abrogated in lung cancer cells with MKK1/2-CA or Flag-Rad51 expression vector transfection. In conclusion, HSP90 inhibition induces cytotoxicity by down-regulating Rad51 expression and DNA repair capacity in NSCLC cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
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Lin YW, Weng SH, Ko JC, Chen HJ, Tseng SC, Huang YC, Tsai MS, Chiou RYY. Abstract 2554: HSP90 inhibition induced cytotoxicity via downregulation of Rad51 expression and DNA repair capacity in non-small cell lung cancer cells. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-2554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Heat shock protein 90 (HSP90) is an exciting target in cancer therapy. Our previous studies indicated that repair protein Rad51 involved in protecting non-small lung cancer (NSCLC) cell lines against chemotherapeutic agents induced cytotoxicity. In this study, the role of Rad51 expression in HSP90 inhibitor 17-allylamino-17-demethoxygeldanamycin (17-AAG) induced cytotoxicity in two NSCLC cell lines, A549 and H1975, were investigated. 17-AAG treatment decreased cellular Rad51 protein and mRNA levels and phosphorylated MKK1/2-ERK1/2 protein levels. 17-AAG treatment disrupted the HSP90 and Rad51 interaction and triggered Rad51 protein degradation through 26S proteasome pathway. Moreover, 17-AAG treatment decreased DNA repair capacity in NSCLC cells, which could restore by enforced expression of Flag-Rad51 vector. Specific inhibition of Rad51 expression by siRNA could further enhance the 17-AAG-induced cytotoxicity. Enhancement of ERK1/2 activation by constitutively active MKK1/2 (MKK1/2-CA) vector significantly restored the 17-AAG-reduced Rad51 protein levels as well as cell viability. Moreover, arachidin-1, antioxidant stilbenoids, has demonstrated beneficial effects on human health. It could further decrease Rad51 expression and augment the cytotoxic effect and growth inhibition by 17-AAG. Moreover, 17-AAG and arachidin-1-induced synergistic cytotoxic effect and DNA repair capacity decrease could be abrogated in lung cancer cells with MKK1/2-CA or Flag-Rad51 expression vector transfection. Our results suggested that HSP90 inhibition induced cytotoxicity via downregulation of Rad51 expression and DNA repair capacity in NSCLC cells.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 2554. doi:1538-7445.AM2012-2554
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Chen YK, Chang YS, Lin YW, Wu MY. First Report of Cucumber mosaic virus in Desert Rose in Taiwan. Plant Dis 2012; 96:593. [PMID: 30727436 DOI: 10.1094/pdis-11-11-0917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Desert rose (Adenium obesum (Forssk.) Roem. & Schult, family Apocynaceae) is native to southeastern Africa, and is a perennial potted ornamental with colorful flowers that are popular in Taiwan. Symptoms of mosaic and chlorotic ringspots and line patterns on leaves were observed in July 2010, on all eight plants in a private garden in Potzu, Chiayi, Taiwan. Spherical virus particles with a diameter of approximately 28 nm were observed in crude sap prepared from symptomatic leaves. Virus culture was established by successive local lesion isolation in Chenopodium quinoa and was maintained in the systemic host Nicotiana tabacum van Hicks. The virus was mechanically transmissible to indicator plants and induced symptoms similar to those incited by Cucumber mosaic virus (CMV). Observed symptoms included local lesions on inoculated leaves of C. amaranticolor and systemic mosaic in Cucumis sativus, Lycopersicon esculentum, N. benthamiana, N. glutinosa, and N. rustica. On N. tabacum, necrotic ringspots developed on inoculated leaves followed by systemic mosaic. Serological tests using ELISA assays and western blotting indicated that the virus reacted positively to a rabbit antiserum prepared to CMV (4). Amplicons of an expected size (1.1 kb) were obtained in reverse transcription-PCR with primers specific to the 3'-half of CMV RNA 3 (3) using total RNA extracted from infected desert rose and N. tabacum. The amplified cDNA fragment was cloned and sequenced (GenBank Accession No. AB667971). Nucleotide sequences of the coat protein open reading frame (CP ORF) (657 nt) had 92 to 96% and 76 to 77% sequence identity to those of CMV in subgroups I (GenBank Accession Nos. NC_001440, D00385, M57602, D28780, and AB008777) and II (GenBank Accession Nos. L15336, AF127976, AF198103, and M21464), respectively. Desert roses infected by Tomato spotted wilt virus (TSWV) (1) and CMV (2) have been reported previously. In spite of the plants showing mosaic symptoms similar to that caused by CMV (2) and chlorotic ringspots and line patterns caused by TSWV (1), only CMV was detected in and isolated from these infected desert roses. However, the possibility of mixed infection of CMV and other viruses were not excluded in this research. To our knowledge, this is the first report of CMV infection in desert rose plants occurring in Taiwan. References: (1) S. Adkins and C. A. Baker. Plant Dis. 89:526, 2005. (2) C. A. Baker et al. Plant Dis. 87:1007, 2003. (3) Y. K. Chen et al. Arch. Virol. 146:1631, 2001. (4) Y. K. Chen and C. C. Yang. Plant Dis. 89:529, 2005.
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Affiliation(s)
- Y K Chen
- Department of Plant Pathology, National Chung Hsing University, Taichung 402, Taiwan
| | - Y S Chang
- Department of Plant Pathology, National Chung Hsing University, Taichung 402, Taiwan
| | - Y W Lin
- Department of Plant Pathology, National Chung Hsing University, Taichung 402, Taiwan
| | - M Y Wu
- Department of Plant Pathology, National Chung Hsing University, Taichung 402, Taiwan
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Weng SH, Tsai MS, Chiu YF, Kuo YH, Chen HJ, Lin YW. Enhancement of Mitomycin C-Induced Cytotoxicity by Curcumin Results from Down-Regulation of MKK1/2-ERK1/2-Mediated Thymidine Phosphorylase Expression. Basic Clin Pharmacol Toxicol 2011; 110:298-306. [DOI: 10.1111/j.1742-7843.2011.00806.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Shen YH, Chen BR, Cherng SH, Chueh PJ, Tan X, Lin YW, Lin JC, Chuang SM. Cisplatin transiently up-regulates hHR23 expression through enhanced translational efficiency in A549 adenocarcinoma cells. Toxicol Lett 2011; 205:341-50. [DOI: 10.1016/j.toxlet.2011.06.028] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2011] [Revised: 06/22/2011] [Accepted: 06/23/2011] [Indexed: 10/18/2022]
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Ko JC, Tsai MS, Weng SH, Kuo YH, Chiu YF, Lin YW. Curcumin enhances the mitomycin C-induced cytotoxicity via downregulation of MKK1/2–ERK1/2-mediated Rad51 expression in non-small cell lung cancer cells. Toxicol Appl Pharmacol 2011; 255:327-38. [DOI: 10.1016/j.taap.2011.07.012] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 07/06/2011] [Accepted: 07/15/2011] [Indexed: 01/20/2023]
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Lin YW, Tsai MS, Chiu YF, Weng SH, Kuo YH, Chuang SM. Abstract 1699: Thymidylate synthase and thymidine phosphorylase expression contributes to cisplatin resistance. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-1699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Chemotherapy for advanced human non-small cell lung cancer (NSCLC) includes platinum-containing compound such as cisplatin in combination with a second- or third-generation cytotoxic agents. 5-Fluorouracil (5-FU) belongs to anti-metabolite chemotherapeutics, and its mechanism of cytotoxicity is involved in inhibition of thymidylate synthase (TS). TS and thymidine phosphorylase (TP) were key enzymes of the pyrimidine salvage pathway. In this study, we have examined the molecular mechanism of TS and TP in regulating the drug sensitivity to cisplatin in NSCLC cell lines. Cisplatin could increase the phosphorylation of MKK1/2-ERK1/2 and the protein levels of TS and TP through enhancing the protein stability in A549 and H1975 cells. Blocking ERK1/2 activation by MKK1/2 inhibitor (U0126) decreases TS and TP protein levels in both cell lines treated with cisplatin. Depletion of endogenous TS or TP expression by specific small interfering RNA transfection significantly increases cisplatin-induced cell death and growth inhibition. Moreover, pemetrexed (TS inhibitor) enhances cisplatin-induced cytotoxic effects. Combined treatment with 5-FU can decrease cisplatin-induced ERK1/2 activation and the induction of TS and TP, which can subsequently result in synergistic cytotoxic effects. Enforced expression of constitutive active MKK1/2 vectors rescue the protein levels of phospho-ERK1/2, TS and TP, and the cell viability which were decreased by cisplatin and 5-FU combination. In contrast, U0126 enhances the drug sensitivity to cisplatin and/or 5-FU in lung cancer cells. We conclude that the up-regulation of ERK1/2-dependent TS and TP can protect human lung cancer cells from cisplatin-induced cytotoxicity.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 1699. doi:10.1158/1538-7445.AM2011-1699
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Tsai MS, Weng SH, Kuo YH, Chiu YF, Lin YW. Synergistic effect of curcumin and cisplatin via down-regulation of thymidine phosphorylase and excision repair cross-complementary 1 (ERCC1). Mol Pharmacol 2011; 80:136-46. [PMID: 21493726 DOI: 10.1124/mol.111.071316] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Curcumin (diferuloylmethane), a phenolic compound obtained from the rhizome of Curcuma longa, is known to have antiproliferative and antitumor properties. Thymidine phosphorylase (TP), an enzyme of the pyrimidine salvage pathway, is considered an attractive therapeutic target, and its expression could suppress cancer cell death induced by DNA damage agents. Excision repair cross-complementary 1 (ERCC1) is a protein involved the process of nucleotide excision repair. The ERCC1 gene is expressed at high levels in cancers and has been associated with resistance to platinum-based chemotherapy. In this study, the effects of curcumin on TP and ERCC1 expression induced by cisplatin in non-small-cell lung cancer (NSCLC) cell lines was investigated. Exposure of the NSCLC cells to various concentrations of curcumin (5-40 μM) down-regulates the mRNA and protein levels of TP and ERCC1 through destabilization of the mRNA and proteins via a mechanism involving inactivation of MKK1/2-extracellular signal-regulated kinase (ERK1/2). Depletion of endogenous TP or ERCC1 expression by transfection with specific small interfering RNAs significantly decreases cell viability in curcumin-exposed NSCLC cells. Curcumin enhances the sensitivity of cisplatin treatment for NSCLC through inactivation of ERK1/2 and by decreasing the TP and ERCC1 protein levels. Enhancement of ERK1/2 signaling by constitutively active MKK1/2 causes an increase in TP and ERCC1 protein levels and promotes cell viability after cotreatment with curcumin and cisplatin. Enhancement of the cytotoxicity to cisplatin by administration of curcumin is mediated by down-regulation of the expression levels of TP and ERCC1 and by inactivation of ERK1/2.
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Affiliation(s)
- Min-Shao Tsai
- Molecular Oncology Laboratory, Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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Ko JC, Tsai MS, Chiu YF, Weng SH, Kuo YH, Lin YW. Up-regulation of extracellular signal-regulated kinase 1/2-dependent thymidylate synthase and thymidine phosphorylase contributes to cisplatin resistance in human non-small-cell lung cancer cells. J Pharmacol Exp Ther 2011; 338:184-94. [PMID: 21444628 DOI: 10.1124/jpet.111.179663] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Chemotherapy for advanced human non-small-cell lung cancer (NSCLC) includes platinum-containing compound such as cisplatin in combination with a second- or third-generation cytotoxic agent. 5-Fluorouracil (5-FU) belongs to antimetabolite chemotherapeutics, and its mechanism of cytotoxicity is involved in the inhibition of thymidylate synthase (TS). TS and thymidine phosphorylase (TP) are key enzymes of the pyrimidine salvage pathway. In this study, we have examined the molecular mechanism of TS and TP in regulating drug sensitivity to cisplatin in NSCLC cell lines. Cisplatin could increase the phosphorylation of mitogen-activated protein kinase kinase 1/2 (MKK1/2)-extracellular signal-regulated kinase 1/2 (ERK1/2) and the protein levels of TS and TP through enhancing the protein stability in A549 and H1975 cells. Blocking ERK1/2 activation by MKK1/2 inhibitor [U0126; 1,4-diamino-2,3-dicyano-1,4-bis(2-aminophenylthio)butadiene)] decreased TS and TP protein levels in both cell lines treated with cisplatin. Depletion of endogenous TS or TP expression by specific small interfering RNA transfection significantly increased cisplatin-induced cell death and growth inhibition. Combined treatment with 5-FU could decrease cisplatin-induced ERK1/2 activation and the induction of TS and TP, which subsequently resulted in synergistic cytotoxic effects. Enforced expression of constitutive active MKK1/2 vectors rescued the protein levels of phospho-ERK1/2, TS, and TP, and the cell viability that were decreased by cisplatin and 5-FU combination. In contrast, U0126 enhanced drug sensitivity to cisplatin and/or 5-FU in lung cancer cells. In conclusion, the up-regulation of ERK1/2-dependent TS and TP can protect human lung cancer cells from cisplatin-induced cytotoxicity.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, Hsinchu Hospital, Chiayi, Taiwan
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Chen RS, Lu MC, Wang SD, Ke HS, Teng RH, Kao YL, Kuo CC, Kao ST, Lin YW, Shieh B, Li C, Liao HF. Two Chinese Herbal Regimens Safe for the Elderly on Inhibiting Liver and Bladder Tumor Cell Growth and Regulating Gene Expression. INT J GERONTOL 2011. [DOI: 10.1016/j.ijge.2011.01.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Lin YW, Yang FJ, Chen CL, Lee WT, Chen RS. Free radical scavenging activity and antiproliferative potential of Polygonum cuspidatum root extracts. J Nat Med 2010; 64:146-52. [PMID: 20082145 DOI: 10.1007/s11418-009-0387-8] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2009] [Accepted: 12/17/2009] [Indexed: 11/29/2022]
Abstract
Polygonum cuspidatum is widely used as a medicinal herb in Asia. In this study, ethanol and ethyl acetate extracts of P. cuspidatum root were assayed for their 1,1-diphenyl-2-hydrazyl (DPPH) and hydroxyl free radical scavenging activities, total phenolics content, protective effect against DNA damage, and antiproliferative activity on human lung cancer cells. The ethanol and ethyl acetate (lipophilic phase) extracts of P. cuspidatum had significant scavenging effects on DPPH and hydroxyl radicals. Total phenolics content of ethanol and ethyl acetate (lipophilic phase) extracts of P. cuspidatum were 276.78 +/- 39.31 and 231.73 +/- 5.04 mg/ml, respectively; both extracts protected against hydroxyl radical-induced DNA strand scission. Furthermore, the extracts of P. cuspidatum induced apoptosis and inhibited cell growth in A549 and H1650 cell lines, suggesting that P. cuspidatum root extracts exhibit an antiproliferative effect on human lung cancer cells.
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Affiliation(s)
- Yun-Wei Lin
- Department of Biochemical Science and Technology, National Chiayi University, 300 University Road, Chiayi, Taiwan, ROC
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Tsai MS, Kuo YH, Chiu YF, Su YC, Lin YW. Down-regulation of Rad51 expression overcomes drug resistance to gemcitabine in human non-small-cell lung cancer cells. J Pharmacol Exp Ther 2010; 335:830-40. [PMID: 20855443 DOI: 10.1124/jpet.110.173146] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Gemcitabine (2',2'-difluorodeoxycytidine), a deoxycytidine analog, and erlotinib, an epidermal growth factor receptor-tyrosine kinase inhibitor, are used clinically to treat patients with non-small-cell lung cancer (NSCLC). However, the molecular mechanisms for the drug resistance of gemcitabine in NSCLC cells are poorly understood. In this study, we used constructs containing human Rad51 cDNA or specific Rad51 small interfering RNA (siRNA) to examine the role of Rad51 in chemoresistance of gemcitabine in three different human NSCLC cell lines. Exposure of human NSCLC cell lines to gemcitabine increased the phosphorylation levels of mitogen-activated protein kinase kinase (MKK) 1/2-extracellular signal-regulated kinase (ERK) 1/2 and AKT in a time- and dose-dependent manner, which was accompanied by an induction of Rad51 mRNA and protein expression. Gemcitabine increased the expression of Rad51 by increasing its mRNA and protein stability. Blockage of ERK1/2 or AKT activation by 1,4-diamino-2,3-dicyano-1,4-bis(methylthio)butadiene (U0126; MKK1/2 inhibitor) or 2-(4-morpholinyl)-8-phenyl-4H-1-benzopyran-4-one (LY294002; phosphatidyl inositol 3-kinase inhibitor), respectively, decreased the gemcitabine-induced Rad51 expression. Gemcitabine-induced cytotoxicity was significantly increased using siRNA depletion of Rad51 or blockage of ERK1/2 and AKT activation. Erlotinib enhanced the gemcitabine-induced cytotoxicity via the inactivation of ERK1/2 and AKT and the down-regulation of Rad51. Enforced expression of constitutively active MKK1/2 or AKT recovered cell viability and Rad51 protein levels that were decreased by the combination of erlotinib and gemcitabine. Suppression of Rad51 expression or the inactivation of ERK1/2 or AKT signaling may be considered potential therapeutic modalities for gemcitabine-resistant lung cancer.
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Affiliation(s)
- Min-Shao Tsai
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi 600, Taiwan
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Ko JC, Su YJ, Lin ST, Jhan JY, Ciou SC, Cheng CM, Lin YW. Suppression of ERCC1 and Rad51 expression through ERK1/2 inactivation is essential in emodin-mediated cytotoxicity in human non-small cell lung cancer cells. Biochem Pharmacol 2010; 79:655-64. [PMID: 19799875 DOI: 10.1016/j.bcp.2009.09.024] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2009] [Revised: 09/22/2009] [Accepted: 09/22/2009] [Indexed: 01/20/2023]
Abstract
Emodin, a tyrosine kinase inhibitor, is a natural anthraquinone derivative found in the roots and rhizomes of numerous plants. Emodin exhibits anticancer effects against a variety of cancer cells, including lung cancer cells. ERCC1 and Rad51 proteins are essential for nucleotide excision repair and homologous recombination, respectively. Furthermore, ERCC1 and Rad51 overexpression induces resistance to DNA-damaging agents that promote DNA double-strand breaks. Accordingly, the aim of this study was to determine the role of ERCC1 and Rad51 in emodin-mediated cytotoxicity in human non-small cell lung cancer (NSCLC) cells. Both ERCC1 and Rad51 protein levels as well as mRNA levels were decreased in four different NSCLC cell lines after exposure to emodin. These decreases correlated with the inactivation of the MKK1/2-ERK1/2 pathway. Moreover, cellular ERCC1 and Rad51 protein and mRNA levels were specifically inhibited by U0126, a MKK1/2 inhibitor. We found that transient transfection of human NSCLC cells with si-ERCC1 or si-Rad51 RNA and cotreatment with U0126 could enhance emodin-induced cytotoxicity. In contrast, overexpression of constitutively active MKK1/2 vectors (MKK1/2-CA) was shown to significantly recover reduced phospho-ERK1/2, ERCC1, and Rad51 protein levels and to rescue cell viability upon emodin treatment. These results demonstrate that activation of the MKK1/2-ERK1/2 pathway is the upstream signal regulating the expressions of ERCC1 and Rad51, which are suppressed by emodin to induce cytotoxicity in NSCLC cells.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, Hsinchu Hospital, Department of Health, The Executive Yuan, Taiwan
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Su YJ, Tsai MS, Kuo YH, Chiu YF, Cheng CM, Lin ST, Lin YW. Role of Rad51 down-regulation and extracellular signal-regulated kinases 1 and 2 inactivation in emodin and mitomycin C-induced synergistic cytotoxicity in human non-small-cell lung cancer cells. Mol Pharmacol 2009; 77:633-43. [PMID: 20042515 DOI: 10.1124/mol.109.061887] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Emodin (1,3,8-trihydroxy-6-methyl-anthraquinone) is a natural anthraquinone derivative found in the roots and rhizomes of numerous plants. It is a tyrosine kinase inhibitor and has anticancer effects on lung cancer. Rad51 plays a central role in homologous recombination, and high levels of Rad51 expression are observed in chemo- or radioresistant carcinomas. Our previous studies have shown that the mitogen-activated protein kinase kinase (MKK) 1/2-extracellular signal-regulated kinase (ERK) 1/2 signal pathway maintains the expression of Rad51. Therefore, in this study, we hypothesized that emodin could enhance the effects of the antitumor antibiotic mitomycin C (MMC)-mediated cytotoxicity by decreasing the expression of Rad51 and the phosphorylation of ERK1/2. Exposure of the human non-small-cell lung cancer H1703 or A549 cell lines to emodin decreased the MMC-elicited phosphorylated ERK1/2 and Rad51 levels. Moreover, emodin significantly decreased the MMC-elicited Rad51 mRNA and protein levels by increasing the instability of Rad51 mRNA and protein. In emodin- and MMC-cotreated cells, ERK1/2 phosphorylation was enhanced by constitutively active MKK1/2 (MKK1/2-CA), thus increasing Rad51 protein levels and protein stability. The synergistic cytotoxic effects induced by emodin combined with MMC were remarkably decreased by MKK1-CA-mediated enhancement of ERK1/2 activation. Depletion of endogenous Rad51 expression by small interfering Rad51 RNA transfection significantly enhanced MMC-induced cell death and cell growth inhibition. In contrast, overexpression of Rad51 protects lung cancer cells from the synergistic cytotoxic effects induced by emodin and MMC. We conclude that suppression of Rad51 expression or a combination of emodin with chemotherapeutic agents may be considered as potential therapeutic modalities for lung cancer.
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Affiliation(s)
- Ying-Jhen Su
- Molecular Oncology Laboratory, Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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Ko JC, Su YJ, Lin ST, Jhan JY, Ciou SC, Cheng CM, Chiu YF, Kuo YH, Tsai MS, Lin YW. Emodin enhances cisplatin-induced cytotoxicity via down-regulation of ERCC1 and inactivation of ERK1/2. Lung Cancer 2009; 69:155-64. [PMID: 19962780 DOI: 10.1016/j.lungcan.2009.10.013] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2009] [Revised: 10/22/2009] [Accepted: 10/26/2009] [Indexed: 12/11/2022]
Abstract
Emodin, a tyrosine kinase inhibitor, is a natural anthraquinone derivative found in the roots and rhizomes of numerous plants; it exhibits an anticancer effect on many malignancies. The most important chemotherapeutic agent for patients with advanced non-small cell lung cancer (NSCLC) is a platinum-containing compound such as cisplatin or carboplatin. The molecular mechanism underlying decreased NSCLC cell viability after treatment with emodin and cisplatin is unclear. Therefore, the aim of this study was to assess the cytotoxic effect of combined emodin and cisplatin on NSCLC cell lines and to clarify underlying molecular mechanisms. Exposure of human NSCLC cells to emodin decreased cisplatin-elicited ERK1/2 activation and ERCC1 protein induction by increasing instability of ERCC1 protein. Cisplatin alone did not affect expression of ERCC1 mRNA. However, emodin alone or combined with cisplatin significantly decreased expression of ERCC1 mRNA levels. Enhancement of ERK1/2 activation by transfection with constitutively active MKK1/2 (MKK1/2-CA) vector increased ERCC1 protein levels and protein stability, as well as increasing viability of NSCLC cells treated with emodin and cisplatin. In contrast, blocking ERK1/2 activation by U0126 (an MKK1/2 inhibitor) decreased cisplatin-elicited ERCC1 expression and enhanced cisplatin-induced cytotoxicity. Depletion of endogenous ERCC1 expression by si-ERCC1 RNA transfection significantly enhanced cisplatin's cytotoxic effect. In conclusion, ERCC1 protein protects NSCLC cells from synergistic cytotoxicity induced by emodin and platinum agents. Further investigation of combined emodin and cisplatin may lead to novel therapy in the future for NSCLC through down-regulating expression of ERCC1.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, Hsinchu Hospital, Department of Health, The Executive Yuan, Taiwan
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Huang S, Chueh PJ, Lin YW, Shih TS, Chuang SM. Disturbed mitotic progression and genome segregation are involved in cell transformation mediated by nano-TiO2 long-term exposure. Toxicol Appl Pharmacol 2009; 241:182-94. [PMID: 19695278 DOI: 10.1016/j.taap.2009.08.013] [Citation(s) in RCA: 147] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2009] [Revised: 08/10/2009] [Accepted: 08/11/2009] [Indexed: 10/20/2022]
Abstract
Titanium dioxide (TiO2) nano-particles (<100 nm in diameter) have been of interest in a wide range of applications, such as in cosmetics and pharmaceuticals because of their low toxicity. However, recent studies have shown that TiO2 nano-particles (nano-TiO2) induce cytotoxicity and genotoxicity in various lines of cultured cells as well as tumorigenesis in animal models. The biological roles of nano-TiO2 are shown to be controversial and no comprehensive study paradigm has been developed to investigate their molecular mechanisms. In this study, we showed that short-term exposure to nano-TiO2 enhanced cell proliferation, survival, ERK signaling activation and ROS production in cultured fibroblast cells. Moreover, long-term exposure to nano-TiO2 not only increased cell survival and growth on soft agar but also the numbers of multinucleated cells and micronucleus (MN) as suggested in confocal microscopy analysis. Cell cycle phase analysis showed G2/M delay and slower cell division in long-term exposed cells. Most importantly, long-term TiO2 exposure remarkably affected mitotic progression at anaphase and telophase leading to aberrant multipolar spindles and chromatin alignment/segregation. Moreover, PLK1 was demonstrated as the target for nano-TiO2 in the regulation of mitotic progression and exit. Notably, a higher fraction of sub-G1 phase population appeared in TiO2-exposed cells after releasing from G2/M synchronization. Our results demonstrate that long-term exposure to nano-TiO2 disturbs cell cycle progression and duplicated genome segregation, leading to chromosomal instability and cell transformation.
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Affiliation(s)
- Shing Huang
- Institute of Biomedical Sciences, National Chung Hsing University, 250 Kuo-Kuang Road, Taichung 402, Taiwan
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Ko JC, Ciou SC, Jhan JY, Cheng CM, Su YJ, Chuang SM, Lin ST, Chang CC, Lin YW. Roles of MKK1/2-ERK1/2 and phosphoinositide 3-kinase-AKT signaling pathways in erlotinib-induced Rad51 suppression and cytotoxicity in human non-small cell lung cancer cells. Mol Cancer Res 2009; 7:1378-89. [PMID: 19671683 DOI: 10.1158/1541-7786.mcr-09-0051] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Erlotinib (Tarceva) is a selective epidermal growth factor receptor tyrosine kinase inhibitor in the treatment of human non-small cell lung cancer (NSCLC). In this study, we investigated the roles of ERK1/2 and AKT signaling pathways in regulating Rad51 expression and cytotoxic effects in different NSCLC cell lines treated with erlotinib. Erlotinib decreased cellular levels of phosphorylated ERK1/2, phosphorylated AKT, Rad51 protein, and mRNA in erlotinib-sensitive H1650, A549, and H1869 cells, leading to cell death via apoptosis, but these results were not seen in erlotinib-resistant H520 and H1703 cells. Erlotinib decreased Rad51 protein levels by enhancing Rad51 mRNA and protein instability. Enforced expression of constitutively active MKK1 or AKT vectors could restore Rad51 protein levels, which were inhibited by erlotinib, and decrease erlotinib-induced cytotoxicity. Knocking down endogenous Rad51 expression by si-Rad51 RNA transfection significantly enhanced erlotinib-induced cytotoxicity. In contrast, overexpression of Rad51 by transfection with Rad51 vector could protect the cells from cytotoxic effects induced by erlotinib. Blocking the activations of ERK1/2 and AKT by MKK1/2 inhibitor (U0126) and phosphoinositide 3-kinase inhibitor (wortmannin) suppressed the expression of Rad51 and enhanced the erlotinib-induced cell death in erlotinib-resistant cells. In conclusion, suppression of Rad51 may be a novel therapeutic modality in overcoming drug resistance of erlotinib in NSCLC.
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Affiliation(s)
- Jen-Chung Ko
- Department of Internal Medicine, Hsinchu Hospital, Department of Health, Executive Yuan, Taiwan
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Chen RS, Jhan JY, Su YJ, Lee WT, Cheng CM, Ciou SC, Lin ST, Chuang SM, Ko JC, Lin YW. Emodin enhances gefitinib-induced cytotoxicity via Rad51 downregulation and ERK1/2 inactivation. Exp Cell Res 2009; 315:2658-72. [PMID: 19505457 DOI: 10.1016/j.yexcr.2009.06.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2009] [Revised: 05/12/2009] [Accepted: 06/03/2009] [Indexed: 01/24/2023]
Abstract
Emodin, a tyrosine kinase inhibitor, is a natural anthraquinone derivative found in the roots and rhizomes of numerous plants. It reportedly exhibits an anticancer effect on lung cancer. Gefitinib (Iressa) is a selective epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor for human non-small cell lung cancer (NSCLC). However, the molecular mechanism of how emodin combined with gefitinib decreases NSCLC cell viability is unclear. The recombinase protein Rad51 is essential for homologous recombination repair, and Rad51 overexpression is resistant to DNA double-strand break-inducing cancer therapies. In this study, we found that emodin enhanced the cytotoxicity induced by gefitinib in two NSCLC cells lines, A549 and H1650. Emodin at low doses of 2-10 microM did not affect ERK1/2 activation, mRNA, and Rad51 protein levels; however, it enhanced a gefitinib-induced decrease in phospho-ERK1/2 and Rad51 protein levels by enhancing Rad51 protein instability. Expression of constitutively active MKK1/2 vectors (MKK1/2-CA) significantly rescued the reduced phospho-ERK1/2 and Rad51 protein levels as well as cell viability on gefitinib and emodin cotreatment. Blocking of ERK1/2 activation by U0126 (an MKK1/2 inhibitor) lowered Rad51 protein levels and cell viability in emodin-treated H1650 and A549 cells. Knockdown of Rad51 expression by transfection with si-Rad51 RNA enhanced emodin cytotoxicity. In contrast, Rad51 overexpression protected the cells from the cytotoxic effects induced by emodin and gefitinib. Consequently, emodin-gefitinib cotreatment may serve as the basis for a novel and better therapeutic modality in the management of advanced lung cancer.
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Affiliation(s)
- Ruey-Shyang Chen
- Molecular Genetics of Microorganisms Laboratory, Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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