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oposSOM-Browser:一种用于探索健康科学中组学数据图谱的交互式工具。

oposSOM-Browser: an interactive tool to explore omics data landscapes in health science.

机构信息

Interdisciplinary Centre for Bioinformatics, Leipzig University, Härtelstraße 16-18, 04107, Leipzig, Germany.

Group of Bioinformatics, Institute of Molecular Biology, National Academy of Sciences, 7 Hasratyan str, 0014, Yerevan, Armenia.

出版信息

BMC Bioinformatics. 2020 Oct 19;21(1):465. doi: 10.1186/s12859-020-03806-w.

Abstract

BACKGROUND

oposSOM is a comprehensive, machine learning based open-source data analysis software combining functionalities such as diversity analyses, biomarker selection, function mining, and visualization.

RESULTS

These functionalities are now available as interactive web-browser application for a broader user audience interested in extracting detailed information from high-throughput omics data sets pre-processed by oposSOM. It enables interactive browsing of single-gene and gene set profiles, of molecular 'portrait landscapes', of associated phenotype diversity, and signalling pathway activation patterns.

CONCLUSION

The oposSOM-Browser makes available interactive data browsing for five transcriptome data sets of cancer (melanomas, B-cell lymphomas, gliomas) and of peripheral blood (sepsis and healthy individuals) at www.izbi.uni-leipzig.de/opossom-browser .

摘要

背景

opossSOM 是一个综合性的、基于机器学习的开源数据分析软件,结合了多样性分析、生物标志物选择、功能挖掘和可视化等功能。

结果

这些功能现在作为一个交互式的网络浏览器应用程序提供,供更广泛的对从经过 oposSOM 预处理的高通量组学数据集提取详细信息感兴趣的用户使用。它支持对单个基因和基因集谱、分子“画像景观”、相关表型多样性以及信号通路激活模式进行交互式浏览。

结论

opossSOM-Browser 可在 www.izbi.uni-leipzig.de/opossom-browser 上提供五个转录组数据集(黑色素瘤、B 细胞淋巴瘤、神经胶质瘤)和外周血(败血症和健康个体)的交互式数据浏览功能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb68/7574456/130f61d72aae/12859_2020_3806_Fig1_HTML.jpg

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