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Functional genomics, evo-devo and systems biology: a chance to overcome complexity?

机译:功能基因组学,进化和系统生物学:克服复杂性的机会吗?

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PURPOSE OF REVIEW: This review addresses the key question of how to integrate a high complexity of processes and data to a unifying picture of disease processes and progression relevant for osteoarthritis. RECENT FINDINGS: Many research efforts in the last few years have resulted in the accumulation of a huge amount of data. To date, however, these data have not led to a unifying concept of the pathogenesis and progression of the osteoarthritic disease process. Methods to integrate a lot of information are needed, therefore, in order to progress from experimental findings to practical knowledge. Several such strategies have been followed up in the past: in-vitro models, large-scale gene expression analysis/functional genomics, and an attempt to interpret gene expression patterns on the basis of developmental chondrocyte differentiation. A novel approach is systems biology, which promises to overcome issues of complexity using appropriate models and quantitative simulation. SUMMARY: Efforts are requiredto integrate a continuously growing high complexity of experimental data into an understanding of the joint system and its derangement in osteoarthritis. Modelling of the 'whole' picture appears to be needed so that we do not get lost in the plethora of details.
机译:审查的目的:这项审查解决了关键问题,即如何将高度复杂的过程和数据整合到与骨关节炎相关的疾病过程和进展的统一画面中。最近的发现:过去几年中,许多研究工作已导致积累了大量数据。然而,迄今为止,这些数据尚未导致骨关节炎疾病过程的发病机理和进展的统一概念。因此,为了从实验结果发展到实践知识,需要整合大量信息的方法。过去已经采用了几种这样的策略:体外模型,大规模基因表达分析/功能基因组学,以及尝试根据发育的软骨细胞分化来解释基因表达模式。一种新颖的方法是系统生物学,它有望使用适当的模型和定量模拟来克服复杂性问题。摘要:需要努力将不断增长的高复杂性实验数据整合到对关节系统及其骨关节炎紊乱的理解中。似乎需要对“整体”图片进行建模,以免我们在过多的细节中迷失方向。

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