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当一加一大于二时:整合组学的挑战与机遇

When one and one gives more than two: challenges and opportunities of integrative omics.

作者信息

Choi Hyungwon, Pavelka Norman

机构信息

Saw Swee Hock School of Public Health, National University of Singapore Singapore.

出版信息

Front Genet. 2012 Jan 6;2:105. doi: 10.3389/fgene.2011.00105. eCollection 2011.

Abstract

Since the dawn of the post-genomic era a myriad of novel high-throughput technologies have been developed that are capable of measuring thousands of biological molecules at once, giving rise to various "omics" platforms. These advances offer the unique opportunity to study how individual parts of a biological system work together to produce emerging phenotypes. Today, many research laboratories are moving toward applying multiple omics platforms to analyze the same biological samples. In addition, network information of interacting molecules is being incorporated more and more into the analysis and interpretation of these multiple omics datasets, which provides novel ways to integrate multiple layers of heterogeneous biological information into a single coherent picture. Here, we provide a perspective on how such recent "integrative omics" efforts are likely going to shift biological paradigms once again, and what challenges lie ahead.

摘要

自后基因组时代伊始,便已开发出无数新颖的高通量技术,这些技术能够一次性测量数千种生物分子,催生了各种“组学”平台。这些进展提供了独特的机会,来研究生物系统的各个部分如何协同工作以产生新出现的表型。如今,许多研究实验室正朝着应用多个组学平台来分析相同生物样本的方向发展。此外,相互作用分子的网络信息正越来越多地被纳入这些多个组学数据集的分析和解释中,这为将多层异质生物信息整合到一个连贯的整体图景中提供了新方法。在此,我们就近期这样的“整合组学”努力可能如何再次改变生物学范式以及未来面临哪些挑战提供一种观点。

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