multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data

被引:14
|
作者
Ghosh, Soumita [1 ]
Datta, Abhik [2 ,3 ]
Choi, Hyungwon [1 ]
机构
[1] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, Singapore, Singapore
[2] Natl Univ Singapore, Ctr BioImaging Sci, Singapore, Singapore
[3] Natl Univ Singapore, Dept Biol Sci, Singapore, Singapore
基金
英国医学研究理事会;
关键词
CANCER GENOMICS; MESSENGER-RNA; ER STRESS; PROTEIN; TRANSCRIPTION; BREAST; ATLAS; MODEL;
D O I
10.1038/s41467-021-22650-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Quantitative multi-omics data are difficult to interpret and visualize due to large volume of data, complexity among data features, and heterogeneity of information represented by different omics platforms. Here, we present multiSLIDE, a web-based interactive tool for the simultaneous visualization of interconnected molecular features in heatmaps of multi-omics data sets. multiSLIDE visualizes biologically connected molecular features by keyword search of pathways or genes, offering convenient functionalities to query, rearrange, filter, and cluster data on a web browser in real time. Various querying mechanisms make it adaptable to diverse omics types, and visualizations are customizable. We demonstrate the versatility of multiSLIDE through three examples, showcasing its applicability to a wide range of multi-omics data sets, by allowing users to visualize established links between molecules from different omics data, as well as incorporate custom inter-molecular relationship information into the visualization. Online and stand-alone versions of multiSLIDE are available at https://github.com/soumitag/multiSLIDE. The integration and interpretation of different omics data types is an ongoing challenge for biologists. Here, the authors present a web-based, interactive tool called multiSLIDE for the visualization of protein, phosphoprotein, and RNA data presented as interlinked heatmaps.
引用
收藏
页数:11
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