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The Scientific World Journal
Volume 2013 (2013), Article ID 782031, 8 pages
http://dx.doi.org/10.1155/2013/782031
Research Article

Identification of Biomarkers for Esophageal Squamous Cell Carcinoma Using Feature Selection and Decision Tree Methods

1School of Pharmacy, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
2Ph.D. Program in Toxicology, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
3Department of Family Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan
4Department of Public Health, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
5Center of Environmental and Occupational Medicine, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung 812, Taiwan
6Department of Food Science and Nutrition, Meiho University, Pingtung 91202, Taiwan
7Department of Pathology, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan
8Division of Chest Surgery, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung 812, Taiwan
9Division of Chest Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan
10Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan
11Department of Medicine, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan

Received 24 September 2013; Accepted 25 November 2013

Academic Editors: L. Cerulo, P. Chong, K. R. Chung, and S. Ma

Copyright © 2013 Chun-Wei Tung et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [8 citations]

The following is the list of published articles that have cited the current article.

  • Chun-Wei Tung, and Jhao-Liang Jheng, “Interpretable prediction of non-genotoxic hepatocarcinogenic chemicals,” Neurocomputing, 2014. View at Publisher · View at Google Scholar
  • Yu-Kuei Chen, Chun-Wei Tung, Yi-Chun Hung, Chien-Hung Lee, Shah-Hwa Chou, Jui-Ying Lee, Hung-Shun Lin, Ming-Tsang Wu, and I-Chen Wu, “Plasma matrix metalloproteinase 1 improves the detection and survival prediction of esophageal squamous cell carcinoma,” Scientific Reports, vol. 6, 2016. View at Publisher · View at Google Scholar
  • Xiao-Shuai Yuan, Zhi-Tian Wang, Ye-Ji Hu, Fei-Chao Bao, Ping Yuan, Chong Zhang, Jin-Lin Cao, Wang Lv, and Jian Hu, “Downregulation of RUVBL1 inhibits proliferation of lung adenocarcinoma cells by G1/S phase cell cycle arrest via multiple mechanisms,” Tumor Biology, 2016. View at Publisher · View at Google Scholar
  • Wei-Chung Chen, Huey-Jiun Ko, I-Chen Wu, Deng-Chyang Wu, Ming-Tsang Wu, Yu-Kuei Chen, Chun-Chieh Wu, Yu-Jen Cheng, Yu-Peng Liu, Chee-Yin Chai, and Hung-Shun Lin, “Overexpression of ATPase Na+/K+ transporting alpha 1 polypeptide, ATP1A1, correlates with clinical diagnosis and progression of esophageal squamous cell carcinoma,” Oncotarget, vol. 7, no. 51, pp. 85244–85258, 2016. View at Publisher · View at Google Scholar
  • Yu-Qian Mao, and Walid A. Houry, “The Role of Pontin and Reptin in Cellular Physiology and Cancer Etiology,” Frontiers in Molecular Biosciences, vol. 4, 2017. View at Publisher · View at Google Scholar
  • Chia-Chi Wang, Ying-Chi Lin, Syu-Ruei Jhang, Yuan-Chung Lin, and Chun-Wei Tung, “Identification of informative features for predicting proinflammatory potentials of engine exhausts,” BioMedical Engineering Online, vol. 16, 2017. View at Publisher · View at Google Scholar
  • Chih-Hua Tseng, Chun-Wei Tung, Chen-Hsin Wu, Cherng-Chyi Tzeng, Yen-Hsu Chen, Tsong-Long Hwang, and Yeh-Long Chen, “Discovery of Indeno[1,2-c]quinoline Derivatives as Potent Dual Antituberculosis and Anti-Inflammatory Agents,” Molecules, vol. 22, no. 6, pp. 1001, 2017. View at Publisher · View at Google Scholar
  • Shan-Han Huang, and Chun-Wei Tung, “Identification of consensus biomarkers for predicting non-genotoxic hepatocarcinogens,” Scientific Reports, vol. 7, pp. 41176, 2017. View at Publisher · View at Google Scholar