ADAS-viewer: web-based application for integrative analysis of multi-omics data in Alzheimer's disease

被引:5
|
作者
Han, Seonggyun [1 ]
Shin, Jaehang [2 ]
Jung, Hyeim [1 ]
Ryu, Jane [1 ]
Minassie, Habtamu [2 ]
Nho, Kwangsik [3 ,4 ,5 ]
Koh, Insong [6 ]
Lee, Younghee [1 ,2 ]
机构
[1] Univ Utah, Sch Med, Dept Biomed Informat, Salt Lake City, UT USA
[2] Univ Utah Asia Campus, Dept Biomed Informat, Incheon, South Korea
[3] Indiana Univ Sch Med, Ctr Computat Biol & Bioinformat, Indianapolis, IN 46202 USA
[4] Indiana Univ Sch Med, Dept Radiol & Imaging Sci, Indianapolis, IN 46202 USA
[5] Indiana Univ Sch Med, Indiana Alzheimer Dis Ctr, Indianapolis, IN 46202 USA
[6] Hanyang Univ, Dept Physiol, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
D O I
10.1038/s41540-021-00177-7
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Alzheimer's disease (AD) is a neurodegenerative disorder and is represented by complicated biological mechanisms and complexity of brain tissue. Our understanding of the complicated molecular architecture that contributes to AD progression benefits from performing comprehensive and systemic investigations with multi-layered molecular and biological data from different brain regions. Since recently different independent studies generated various omics data in different brain regions of AD patients, multi-omics data integration can be a useful resource for better comprehensive understanding of AD. Here we present a web platform, ADAS-viewer, that provides researchers with the ability to comprehensively investigate and visualize multi-omics data from multiple brain regions of AD patients. ADAS-viewer offers means to identify functional changes in transcript and exon expression (i.e., alternative splicing) along with associated genetic or epigenetic regulatory effects. Specifically, it integrates genomic, transcriptomic, methylation, and miRNA data collected from seven different brain regions (cerebellum, temporal cortex, dorsolateral prefrontal cortex, frontal pole, inferior frontal gyrus, parahippocampal gyrus, and superior temporal gyrus) across three independent cohort datasets. ADAS-viewer is particularly useful as a web-based application for analyzing and visualizing multi-omics data across multiple brain regions at both transcript and exon level, allowing the identification of candidate biomarkers of Alzheimer's disease.
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页数:10
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