Information entropy-based classification of triterpenoids and steroids from Ganoderma
作者： Gloria Castellano , Francisco Torrens
DOI: 10.1016/J.PHYTOCHEM.2015.05.008
关键词: Terpene 、 Steroid 、 Biology 、 Stereochemistry 、 Triterpenoid 、 Bioinformatics 、 Entropy (information theory) 、 Ganoderma
摘要: A set of 71 triterpenoid and steroid compounds from Ganoderma were periodically classified using a procedure based on information entropy with artificial intelligence. Six features used in hierarchical order to classify the triterpenoids steroids structurally. The phytochemicals belonging same group periodic table present similar antioxidant activity, those period exhibit maximum resemblance. classification is related experimental bioactivity potency data that are available literature: three-ketone conjugated two carbon-carbon double bonds right side exhibits greatest activity.
sci-hub.se 参考文章(18)
H. White, Neural-network learning and statistics AI Expert archive. ,vol. 4, pp. 48- 52 ,(1989)
Octavian Iordache, Self-Evolvable Systems: Machine Learning in Social Media ,(2012)
Octavian Iordache, Modeling Multi-Level Systems ,(2011)
Bojana Boh, Marin Berovic, Jingsong Zhang, Lin Zhi-Bin, Ganoderma lucidum and its pharmaceutically active compounds Biotechnology Annual Review. ,vol. 13, pp. 265- 301 ,(2007) , 10.1016/S1387-2656(07)13010-6
Peter J. A. Shaw, Multivariate Statistics for the Environmental Sciences ,(2003)
Chun-Ru Cheng, Qing-Xi Yue, Zhi-Yuan Wu, Xiao-Yi Song, Si-Jia Tao, Xiao-Hui Wu, Ping-Ping Xu, Xuan Liu, Shu-Hong Guan, De-An Guo, Cytotoxic triterpenoids from Ganoderma lucidum Phytochemistry. ,vol. 71, pp. 1579- 1585 ,(2010) , 10.1016/J.PHYTOCHEM.2010.06.005
Bingji Ma, Wei Ren, Yan Zhou, Jinchuan Ma, Yuan Ruan, Chun-Nan Wen, Triterpenoids from the spores of Ganoderma lucidum North American Journal of Medical Sciences. ,vol. 3, pp. 495- 498 ,(2011) , 10.4297/NAJMS.2011.3495
Byung-Sun MIN, Norio NAKAMURA, Hirotsugu MIYASHIRO, Ki-Whan BAE, Masao HATTORI, Triterpenes from the spores of Ganoderma lucidum and their inhibitory activity against HIV-1 protease. Chemical & Pharmaceutical Bulletin. ,vol. 46, pp. 1607- 1612 ,(1998) , 10.1248/CPB.46.1607
Gloria Castellano, Juan Luis González-Santander, Ana Lara, Francisco Torrens, Classification of flavonoid compounds by using entropy of information theory Phytochemistry. ,vol. 93, pp. 182- 191 ,(2013) , 10.1016/J.PHYTOCHEM.2013.03.024
Zengenni Liang, Youjin Yi, Yutong Guo, Rencai Wang, Qiulong Hu, Xingyao Xiong, Chemical characterization and antitumor activities of polysaccharide extracted from Ganoderma lucidum International Journal of Molecular Sciences. ,vol. 15, pp. 9103- 9116 ,(2014) , 10.3390/IJMS15059103