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单核细胞转录组数据集简编,以促进生物医学知识发现。

A compendium of monocyte transcriptome datasets to foster biomedical knowledge discovery.

作者信息

Rinchai Darawan, Boughorbel Sabri, Presnell Scott, Quinn Charlie, Chaussabel Damien

机构信息

Systems Biology Department, Sidra Medical and Research Center, Doha, Qatar.

Biomedical informatics, Sidra Medical and Research Center, Doha, Qatar.

出版信息

F1000Res. 2016 Mar 7;5:291. doi: 10.12688/f1000research.8182.1. eCollection 2016.

Abstract

Systems-scale profiling approaches have become widely used in translational research settings. The resulting accumulation of large-scale datasets in public repositories represents a critical opportunity to promote insight and foster knowledge discovery. However, resources that can serve as an interface between biomedical researchers and such vast and heterogeneous dataset collections are needed in order to fulfill this potential. Recently, we have developed an interactive data browsing and visualization web application, the Gene Expression Browser (GXB). This tool can be used to overlay deep molecular phenotyping data with rich contextual information about analytes, samples and studies along with ancillary clinical or immunological profiling data. In this note, we describe a curated compendium of 93 public datasets generated in the context of human monocyte immunological studies, representing a total of 4,516 transcriptome profiles. Datasets were uploaded to an instance of GXB along with study description and sample annotations. Study samples were arranged in different groups. Ranked gene lists were generated based on relevant group comparisons. This resource is publicly available online at http://monocyte.gxbsidra.org/dm3/landing.gsp.

摘要

系统规模的分析方法已在转化研究环境中广泛使用。公共存储库中大规模数据集的积累为促进深入了解和推动知识发现提供了关键契机。然而,为了实现这一潜力,需要有资源作为生物医学研究人员与如此庞大且异构的数据集集合之间的接口。最近,我们开发了一个交互式数据浏览和可视化网络应用程序——基因表达浏览器(GXB)。该工具可用于将深度分子表型数据与有关分析物、样本和研究的丰富背景信息以及辅助临床或免疫分析数据进行叠加。在本说明中,我们描述了一个经过整理的简编,其中包含93个在人类单核细胞免疫研究背景下生成的公共数据集,共计4516个转录组图谱。数据集连同研究描述和样本注释一起上传到GXB实例中。研究样本被分成不同组。基于相关组比较生成排名基因列表。该资源可在以下网址在线公开获取:http://monocyte.gxbsidra.org/dm3/landing.gsp。

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