Publication: A comprehensive database for integrated analysis of omics data in autoimmune diseases
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Identifiers
Date
2021-06-24
Authors
Martorell-Marugán, Jordi
López-Domínguez, Raúl
García-Moreno, Adrián
Toro-Domínguez, Daniel
Villatoro-García, Juan Antonio
Barturen, Guillermo
Martín-Gómez, Adoración
Troule, Kevin
Gómez-López, Gonzalo
Al-Shahrour, Fátima
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
BioMed Central, Springer Nature
Abstract
Background: Autoimmune diseases are heterogeneous pathologies with difcult diagnosis and few therapeutic options. In the last decade, several omics studies have provided signifcant insights into the molecular mechanisms of these diseases. Never‑theless, data from diferent cohorts and pathologies are stored independently in public repositories and a unifed resource is imperative to assist researchers in this feld.Results: Here, we present Autoimmune Diseases Explorer (https://adex.genyo.es), a database that integrates 82 curated transcriptomics and methylation studies cover‑ing 5609 samples for some of the most common autoimmune diseases. The data‑base provides, in an easy-to-use environment, advanced data analysis and statistical methods for exploring omics datasets, including meta-analysis, diferential expression or pathway analysis.Conclusions: This is the frst omics database focused on autoimmune diseases. This resource incorporates homogeneously processed data to facilitate integrative analyses among studies.
Description
MeSH Terms
Medical Subject Headings::Information Science::Information Science::Information Storage and Retrieval::Databases as Topic::Databases, Factual
Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
Medical Subject Headings::Diseases::Immune System Diseases::Autoimmune Diseases
Medical Subject Headings::Disciplines and Occupations::Natural Science Disciplines::Biological Science Disciplines::Biology::Computational Biology
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes::Gene Expression::Transcription, Genetic::Transcriptome
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes::DNA Methylation
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes::Gene Expression
Medical Subject Headings::Disciplines and Occupations::Natural Science Disciplines::Biological Science Disciplines::Biology::Genetics::Genomics::Epigenomics
Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
Medical Subject Headings::Diseases::Immune System Diseases::Autoimmune Diseases
Medical Subject Headings::Disciplines and Occupations::Natural Science Disciplines::Biological Science Disciplines::Biology::Computational Biology
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes::Gene Expression::Transcription, Genetic::Transcriptome
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes::DNA Methylation
Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes::Gene Expression
Medical Subject Headings::Disciplines and Occupations::Natural Science Disciplines::Biological Science Disciplines::Biology::Genetics::Genomics::Epigenomics
DeCS Terms
CIE Terms
Keywords
Autoimmune disease, Database, GEO, Transcriptomics, Epigenomics, Curation, Dataset, Interferon signature, Gene expression, Meta-analysis, Enfermedades autoinmunes, Base de datos, Epigenómica, Conjunto de datos, Expresión génica, Metaanálisis
Citation
Martorell-Marugán J, López-Domínguez R, García-Moreno A, Toro-Domínguez D, Villatoro-García JA, Barturen G, et al. A comprehensive database for integrated analysis of omics data in autoimmune diseases. BMC Bioinformatics. 2021 Jun 24;22(1):343