Stanislaus Romesh, Carey Mark, Deus Helena F, Coombes Kevin, Hennessy Bryan T, Mills Gordon B, Almeida Jonas S
Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
BMC Bioinformatics. 2008 Dec 22;9:555. doi: 10.1186/1471-2105-9-555.
Reverse Phase Protein Arrays (RPPA) are convenient assay platforms to investigate the presence of biomarkers in tissue lysates. As with other high-throughput technologies, substantial amounts of analytical data are generated. Over 1,000 samples may be printed on a single nitrocellulose slide. Up to 100 different proteins may be assessed using immunoperoxidase or immunoflorescence techniques in order to determine relative amounts of protein expression in the samples of interest.
In this report an RPPA Information Management System (RIMS) is described and made available with open source software. In order to implement the proposed system, we propose a metadata format known as reverse phase protein array markup language (RPPAML). RPPAML would enable researchers to describe, document and disseminate RPPA data. The complexity of the data structure needed to describe the results and the graphic tools necessary to visualize them require a software deployment distributed between a client and a server application. This was achieved without sacrificing interoperability between individual deployments through the use of an open source semantic database, S3DB. This data service backbone is available to multiple client side applications that can also access other server side deployments. The RIMS platform was designed to interoperate with other data analysis and data visualization tools such as Cytoscape.
The proposed RPPAML data format hopes to standardize RPPA data. Standardization of data would result in diverse client applications being able to operate on the same set of data. Additionally, having data in a standard format would enable data dissemination and data analysis.
反向蛋白质阵列(RPPA)是用于研究组织裂解物中生物标志物存在情况的便捷检测平台。与其他高通量技术一样,会产生大量的分析数据。在一张硝酸纤维素载玻片上可打印超过1000个样本。可使用免疫过氧化物酶或免疫荧光技术评估多达100种不同的蛋白质,以确定感兴趣样本中蛋白质表达的相对量。
在本报告中,描述了一种RPPA信息管理系统(RIMS)并提供了开源软件。为了实现所提出的系统,我们提出了一种称为反向蛋白质阵列标记语言(RPPAML)的元数据格式。RPPAML将使研究人员能够描述、记录和传播RPPA数据。描述结果所需的数据结构的复杂性以及可视化这些结果所需的图形工具需要在客户端和服务器应用程序之间进行分布式软件部署。通过使用开源语义数据库S3DB,在不牺牲各个部署之间的互操作性的情况下实现了这一点。这个数据服务主干可供多个客户端应用程序使用,这些应用程序也可以访问其他服务器端部署。RIMS平台旨在与其他数据分析和数据可视化工具(如Cytoscape)进行互操作。
所提出的RPPAML数据格式希望使RPPA数据标准化。数据标准化将导致各种客户端应用程序能够对同一组数据进行操作。此外,以标准格式保存数据将有助于数据传播和数据分析。