Glioma stages prediction based on machine learning algorithm combined with protein-protein interaction networks

作者: Bing Niu , Chaofeng Liang , Yi Lu , Manman Zhao , Qin Chen

DOI: 10.1016/J.YGENO.2019.05.024

关键词:

摘要: … based on protein-protein interaction network combined with machine learning methods. Key … (DEGs) were screened and selected by using the protein-protein interaction (PPI) networks. …

参考文章(187)
W. A. Weiss, R. Wong, Q.-W. Fan, S. Ilkhanizadeh, M. Lu, J. Beyer, N. Dube, J. Forsayeth, A. Kells, T. Xu, K. Bankiewicz, G. Ducker, M. Feldman, K. Shokat, MTOR KINASE INHIBITORS AND APOPTOSIS IN GLIOBLASTOMA Neuro-oncology. ,vol. 16, ,(2014) , 10.1093/NEUONC/NOU208.31
Wei Chen, Hui Ding, Pengmian Feng, Hao Lin, Kuo-Chen Chou, iACP: a sequence-based tool for identifying anticancer peptides Oncotarget. ,vol. 7, pp. 16895- 16909 ,(2016) , 10.18632/ONCOTARGET.7815
De-zhong Zhai, Qing Lan, Qiang Huang, Jun Dong, Hua Chen, Ai-dong Wang, CDK1 expression and effects of CDK1 silencing on the malignant phenotype of glioma cells Chinese journal of oncology. ,vol. 29, pp. 484- 488 ,(2007)
Wang-Ren Qiu, Bi-Qian Sun, Xuan Xiao, Dong Xu, Kuo-Chen Chou, iPhos‐PseEvo: Identifying Human Phosphorylated Proteins by Incorporating Evolutionary Information into General PseAAC via Grey System Theory Molecular Informatics. ,vol. 36, pp. 1600010- ,(2017) , 10.1002/MINF.201600010
Wang-Ren Qiu, Bi-Qian Sun, Xuan Xiao, Zhao-Chun Xu, Kuo-Chen Chou, iPTM-mLys: identifying multiple lysine PTM sites and their different types Bioinformatics. ,vol. 32, pp. 3116- 3123 ,(2016) , 10.1093/BIOINFORMATICS/BTW380
Wanhong Xu, Yohannes Berhane, Caroline Dubé, Binhua Liang, John Pasick, Gary VanDomselaar, Soren Alexandersen, Epidemiological and Evolutionary Inference of the Transmission Network of the 2014 Highly Pathogenic Avian Influenza H5N2 Outbreak in British Columbia, Canada Scientific Reports. ,vol. 6, pp. 30858- 30858 ,(2016) , 10.1038/SREP30858
Bin Liu, Shanyi Wang, Ren Long, Kuo-Chen Chou, iRSpot-EL: identify recombination spots with an ensemble learning approach. Bioinformatics. ,vol. 33, pp. 35- 41 ,(2017) , 10.1093/BIOINFORMATICS/BTW539
Xiang Cheng, Shu-Guang Zhao, Xuan Xiao, Kuo-Chen Chou, iATC-mISF: a multi-label classifier for predicting the classes of anatomical therapeutic chemicals Bioinformatics. ,vol. 33, pp. btw644- 346 ,(2016) , 10.1093/BIOINFORMATICS/BTW644