A Grand Challenge. 2. Phenotypic Profiling of a Natural Product Library on Parkinson's Patient-Derived Cells

被引:10
|
作者
Vial, Marie-Laure [1 ]
Zencak, Dusan [1 ]
Grkovic, Tanja [1 ]
Gorse, Alain-Dominique [2 ]
Mackay-Sim, Alan [1 ]
Mellick, George D. [1 ]
Wood, Stephen A. [1 ]
Quinn, Ronald J. [1 ]
机构
[1] Griffith Univ, Eskitis Inst Drug Discovery, Brisbane, Qld 4111, Australia
[2] Univ Queensland, Inst Mol Biosci, QFAB Bioinformat, St Lucia, Qld 4072, Australia
来源
JOURNAL OF NATURAL PRODUCTS | 2016年 / 79卷 / 08期
基金
澳大利亚研究理事会;
关键词
DRUG DISCOVERY; GUIDING PRINCIPLES; DISEASE; BINDING; STRESS; SPACE; TAXOL;
D O I
10.1021/acs.jnatprod.6b00258
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Harnessing the inherent biological relevance of natural products requires a method for the recognition of biological effects that may subsequently lead to the discovery of particular targets. An unbiased multidimensional profiling method was used to examine the activities of natural products on primary cells derived from a Parkinson's disease patient. The biological signature of 482 natural products was examined using multiparametric analysis to investigate known cellular pathways and organelles implicated in Parkinson's disease such as mitochondria, lysosomes, endosomes, apoptosis, and autophagy. By targeting several cell components simultaneously the chance of finding a phenotype was increased. The phenotypes were then clustered using an uncentered correlation. The multidimensional phenotypic screening showed that all natural products, in our screening set, were biologically relevant compounds as determined by an observed phenotypic effect. Multidimensional phenotypic screening can predict the cellular function and subcellular site of activity of new compounds, while the cluster analysis provides correlation with compounds with known mechanisms of action. This study reinforces the value of natural products as biologically relevant compounds.
引用
收藏
页码:1982 / 1989
页数:8
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