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大学医院中用于转化研究与教育的tranSMART两年实践

Two Years of tranSMART in a University Hospital for Translational Research and Education.

作者信息

Christoph Jan, Knell Christian, Naschberger Elisabeth, Stürzl Michael, Maier Christian, Prokosch Hans-Ulrich, Sedlmayr Martin

机构信息

Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany.

Division of Molecular and Experimental Surgery, Department of Surgery, Translational Research Center Erlangen, Universitätsklinikum Erlangen, Germany.

出版信息

Stud Health Technol Inform. 2017;236:70-79.

PMID:28508781
Abstract

BACKGROUND

For translational research, software platforms such as tranSMART with an integrated view of both clinical and omics data have gained more and more attention in the last years.

OBJECTIVES

We wanted to examine the success and failures of tranSMART in the fields of translational research and education by looking at the examples of six use cases at our hospital. We wanted to point out suitable scenarios and user groups as well as still existing challenges and limitations.

METHODS

We sum up the experience we made with our use cases with a focus on lessons learned.

RESULTS

tranSMART was successfully established by a bottom-up approach at our university hospital and has been running for more than two years now. It has been used in four translational research projects as well as in education in the context of lectures and bachelor/master theses.

CONCLUSION

tranSMART can be a very useful tool for translational research and education. But it should be used with both care and statistical knowledge to avoid wrong conclusions. Some technical constraints, especially for data modeling, still limit many applications. Version control and data provenance are remaining challenges.

摘要

背景

在过去几年中,对于转化医学研究而言,诸如tranSMART这类能够综合呈现临床数据和组学数据的软件平台越来越受到关注。

目的

我们希望通过本院六个用例,考察tranSMART在转化医学研究和教育领域的成功与不足。我们希望指出合适的应用场景和用户群体,以及依然存在的挑战和局限。

方法

我们总结在用例中获得的经验,重点关注吸取的教训。

结果

tranSMART在我们的大学医院通过自下而上的方式成功建立,至今已运行两年多。它已被用于四个转化医学研究项目以及讲座和学士/硕士论文形式的教育中。

结论

tranSMART对于转化医学研究和教育可能是非常有用的工具。但使用时应谨慎并具备统计学知识,以避免得出错误结论。一些技术限制,尤其是数据建模方面的限制,仍然制约着许多应用。版本控制和数据溯源仍是挑战。

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Two Years of tranSMART in a University Hospital for Translational Research and Education.大学医院中用于转化研究与教育的tranSMART两年实践
Stud Health Technol Inform. 2017;236:70-79.
2
Usability and Suitability of the Omics-Integrating Analysis Platform tranSMART for Translational Research and Education.用于转化研究与教育的组学整合分析平台tranSMART的可用性与适用性
Appl Clin Inform. 2017 Oct;8(4):1173-1183. doi: 10.4338/ACI-2017-05-RA-0085. Epub 2017 Dec 21.
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The Use of Translational Research Platforms in Clinical and Biomedical Data Exploration.转化研究平台在临床和生物医学数据探索中的应用。
Adv Exp Med Biol. 2017;988:301-311. doi: 10.1007/978-3-319-56246-9_25.
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eTRIKS platform: Conception and operation of a highly scalable cloud-based platform for translational research and applications development.eTRIKS 平台:一个高度可扩展的基于云的平台的构想和运作,用于转化研究和应用程序开发。
Comput Biol Med. 2018 Apr 1;95:99-106. doi: 10.1016/j.compbiomed.2018.02.006. Epub 2018 Feb 13.
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Enabling Pedigree Visualization and Analysis in tranSMART.
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Translational research platforms integrating clinical and omics data: a review of publicly available solutions.整合临床和组学数据的转化研究平台:对公开可用解决方案的综述
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Integrating Heterogeneous Biomedical Data for Cancer Research: the CARPEM infrastructure.整合异构生物医学数据用于癌症研究:CARPEM 基础设施。
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tranSMART-XNAT Connector tranSMART-XNAT connector-image selection based on clinical phenotypes and genetic profiles.tranSMART-XNAT连接器 tranSMART-XNAT连接器——基于临床表型和基因图谱的图像选择。
Bioinformatics. 2017 Mar 1;33(5):787-788. doi: 10.1093/bioinformatics/btw714.
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Enabling Agile Clinical and Translational Data Warehousing: Platform Development and Evaluation.实现敏捷临床与转化数据仓库:平台开发与评估
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Usability and Suitability of the Omics-Integrating Analysis Platform tranSMART for Translational Research and Education.用于转化研究与教育的组学整合分析平台tranSMART的可用性与适用性
Appl Clin Inform. 2017 Oct;8(4):1173-1183. doi: 10.4338/ACI-2017-05-RA-0085. Epub 2017 Dec 21.