Literature DB >> 33741983

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

Seonggyun Han1, Jaehang Shin2, Hyeim Jung1, Jane Ryu1, Habtamu Minassie2, Kwangsik Nho3,4, Insong Koh5, Younghee Lee6,7.   

Abstract

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.

Entities:  

Mesh:

Year:  2021        PMID: 33741983      PMCID: PMC7979890          DOI: 10.1038/s41540-021-00177-7

Source DB:  PubMed          Journal:  NPJ Syst Biol Appl        ISSN: 2056-7189


  36 in total

1.  Identification of miRNA changes in Alzheimer's disease brain and CSF yields putative biomarkers and insights into disease pathways.

Authors:  John P Cogswell; James Ward; Ian A Taylor; Michelle Waters; Yunling Shi; Brian Cannon; Kevin Kelnar; Jon Kemppainen; David Brown; Caifu Chen; Rab K Prinjha; Jill C Richardson; Ann M Saunders; Allen D Roses; Cynthia A Richards
Journal:  J Alzheimers Dis       Date:  2008-05       Impact factor: 4.472

2.  Association between global brain volume and the rate of cognitive change in elderly humans without dementia.

Authors:  A Hensel; H Wolf; A Busse; T Arendt; H J Gertz
Journal:  Dement Geriatr Cogn Disord       Date:  2005-01-25       Impact factor: 2.959

Review 3.  DNA methylation and its basic function.

Authors:  Lisa D Moore; Thuc Le; Guoping Fan
Journal:  Neuropsychopharmacology       Date:  2012-07-11       Impact factor: 7.853

4.  The Sequence Alignment/Map format and SAMtools.

Authors:  Heng Li; Bob Handsaker; Alec Wysoker; Tim Fennell; Jue Ruan; Nils Homer; Gabor Marth; Goncalo Abecasis; Richard Durbin
Journal:  Bioinformatics       Date:  2009-06-08       Impact factor: 6.937

5.  RNA-Seq analysis of the parietal cortex in Alzheimer's disease reveals alternatively spliced isoforms related to lipid metabolism.

Authors:  James D Mills; Thomas Nalpathamkalam; Heidi I L Jacobs; Caroline Janitz; Daniele Merico; Pingzhao Hu; Michael Janitz
Journal:  Neurosci Lett       Date:  2013-01-07       Impact factor: 3.046

6.  Precise temporal regulation of alternative splicing during neural development.

Authors:  Sebastien M Weyn-Vanhentenryck; Huijuan Feng; Dmytro Ustianenko; Rachel Duffié; Qinghong Yan; Martin Jacko; Jose C Martinez; Marianne Goodwin; Xuegong Zhang; Ulrich Hengst; Stavros Lomvardas; Maurice S Swanson; Chaolin Zhang
Journal:  Nat Commun       Date:  2018-06-06       Impact factor: 14.919

7.  Genetic Diversity, Population Structure, and Botanical Variety of 320 Global Peanut Accessions Revealed Through Tunable Genotyping-by-Sequencing.

Authors:  Zheng Zheng; Ziqi Sun; Yuanjin Fang; Feiyan Qi; Hua Liu; Lijuan Miao; Pei Du; Lei Shi; Wei Gao; Suoyi Han; Wenzhao Dong; Fengshou Tang; Feng Cheng; Haiyan Hu; Bingyan Huang; Xinyou Zhang
Journal:  Sci Rep       Date:  2018-09-28       Impact factor: 4.379

Review 8.  Bringing radiomics into a multi-omics framework for a comprehensive genotype-phenotype characterization of oncological diseases.

Authors:  Mario Zanfardino; Monica Franzese; Katia Pane; Carlo Cavaliere; Serena Monti; Giuseppina Esposito; Marco Salvatore; Marco Aiello
Journal:  J Transl Med       Date:  2019-10-07       Impact factor: 5.531

Review 9.  Alternative Splicing in Neurogenesis and Brain Development.

Authors:  Chun-Hao Su; Dhananjaya D; Woan-Yuh Tarn
Journal:  Front Mol Biosci       Date:  2018-02-12

10.  GWAS on family history of Alzheimer's disease.

Authors:  Riccardo E Marioni; Sarah E Harris; Qian Zhang; Allan F McRae; Saskia P Hagenaars; W David Hill; Gail Davies; Craig W Ritchie; Catharine R Gale; John M Starr; Alison M Goate; David J Porteous; Jian Yang; Kathryn L Evans; Ian J Deary; Naomi R Wray; Peter M Visscher
Journal:  Transl Psychiatry       Date:  2018-05-18       Impact factor: 6.222

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