Pezzuto John M, Venkatasubramanian Venkat, Hamad Mazen, Morris Kenneth R
College of Pharmacy and 6Department of Chemistry, University of Hawaii, Hilo, HI 96720, USA.
J Nutr. 2009 Sep;139(9):1783S-7S. doi: 10.3945/jn.109.107458. Epub 2009 Jul 22.
As described in this Supplement and elsewhere, consumption of grapes or grape products has been associated with various health benefits. Resveratrol is a unique component of grapes. Following our report on potential cancer chemopreventive activity, thousands of studies have been performed to characterize the mode of action of this substance. Nonetheless, scores of additional chemicals are known to be constituents of grapes, several of which are capable of mediating biological responses. Accordingly, when considering grapes and health, a holistic view appears to be more meaningful, taking into account all chemical components, metabolism, biological potential, biodistribution, absorption, processing, etc. To fathom such a massive amount of information, we propose the creation of focused ontologies. Grapes seem reasonable as a test bed for exploring this approach, especially because a fair amount of results are available with whole-grape powder. In essence, by utilizing a next generation intelligent system, attempts can be made to leverage the existing complexity. This approach involves bringing together all available information, together with expert judgment, and processing this information through a computational "engine" or engines to provide suggested solutions (or implicit functional relationships). Accomplishment of this task, employing grapes as a prototype, could lead to broader application by incorporating the myriad of features associated with other fruits and vegetables. The ability to correlate heretofore-uncharacterized "signatures" with biologic outcome could fundamentally transform copious amounts of disparate information into a coherent explanation of human disease prevention.
正如本增刊及其他地方所描述的,食用葡萄或葡萄制品对健康有诸多益处。白藜芦醇是葡萄中的一种独特成分。在我们报道了其潜在的癌症化学预防活性之后,已经进行了数千项研究来表征这种物质的作用方式。尽管如此,已知葡萄中还有许多其他化学成分,其中一些能够介导生物学反应。因此,在考虑葡萄与健康的关系时,综合考虑所有化学成分、代谢、生物潜能、生物分布、吸收、加工等因素的整体观点似乎更有意义。为了深入了解如此大量的信息,我们建议创建针对性的本体。葡萄似乎是探索这种方法的理想试验对象,特别是因为有相当数量关于全葡萄粉的研究结果。从本质上讲,通过利用下一代智能系统,可以尝试利用现有的复杂性。这种方法包括汇集所有可用信息以及专家判断,并通过一个或多个计算“引擎”处理这些信息,以提供建议的解决方案(或隐含的功能关系)。以葡萄为原型完成这项任务,通过纳入与其他水果和蔬菜相关的众多特征,可能会有更广泛的应用。将迄今未被表征的“特征”与生物学结果相关联的能力,可能会从根本上把大量分散的信息转化为对人类疾病预防的连贯解释。