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C/VDdb: A multi-omics expression profiling database for a knowledge-driven approach in cardiovascular disease (CVD)
Marco Fernandes1, Alisha Patel1, Holger Husi1,2
1Institute of Cardiovascular and Medical Sciences, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom.
Insights
The Cardiovascular Disease (CVD) database integrates multi-omic data for cardiovascular traits, especially coronary artery disease (CAD). It aids research by linking clinical information with molecular data from diverse studies.
Area of Science:
- Bioinformatics and Computational Biology
- Genomics and Systems Biology
- Cardiovascular Research
Background:
- Coronary Artery Disease (CAD) is a leading cause of death globally, influenced by genetic and environmental factors.
- Understanding CAD's complex etiology requires integrating multi-omic data (microRNA, genomics, proteomics, metabolomics).
- Existing resources often lack comprehensive integration of diverse omic data and clinical information for cardiovascular diseases.
Purpose of the Study:
- To develop an integrated data repository for cardiovascular diseases (CVDs), focusing on coronary artery disease (CAD).
- To harmonize and link multi-omic data (genomics, transcriptomics, proteomics, metabolomics) with clinical information.
- To provide a user-accessible platform for querying and analyzing CVD-related molecular data.
Main Methods:
- Literature mining and public database curation to build the CVD database.
- Application of a specific ontology, including Clustered Systems Ontology (CluSO) and Orthologous Mapped genes (OMAP), for data integration across platforms and species.
- Manual biocuration and development of an interactive web interface with a multi-parametric search engine.
Main Results:
- The CVD database integrates data from 92 studies, comprising 13,945 molecular entries (4,353 unique molecules).
- Data includes experimental setup, study design, sample sizes, and differential gene expression data (p-value < 0.05).
- Demonstrated utility through an integrative analysis of CAD-associated studies.
Conclusions:
- The developed CVD database provides a valuable resource for researchers studying cardiovascular diseases, particularly CAD.
- The integrated multi-omic data and analytical tools facilitate systems-level understanding of disease mechanisms.
- The platform enables efficient querying and analysis of complex molecular and clinical data for CVD research.
Abstract:
The cardiovascular disease (C/VD) database is an integrated and clustered information resource that covers multi-omic studies (microRNA, genomics, proteomics and metabolomics) of cardiovascular-related traits with special emphasis on coronary artery disease (CAD). This resource was built by mining existing literature and public databases and thereafter manual biocuration was performed. To enable integration of omic data from distinct platforms and species, a specific ontology was applied to tie together and harmonise multi-level omic studies based on gene and protein clusters (CluSO) and mapping of orthologous genes (OMAP) across species. CAD continues to be a leading cause of death in the population worldwide, and it is generally thought to be an age-related disease. However, CAD incidence rates are now known to be highly influenced by environmental factors and interactions, in addition to genetic determinants. With the complexity of CAD aetiology, there is a difficulty in research studies to elucidate general elements compared to other cardiovascular diseases. Data from 92 studies, covering 13945 molecular entries (4353 unique molecules) is described, including data descriptors for experimental setup, study design, discovery-validation sample size and associated fold-changes of the differentially expressed molecular features (p-value<0.05). A dedicated interactive web interface, equipped with a multi-parametric search engine, data export and indexing menus are provided for a user-accessible browsing experience. The main aim of this work was the development of a data repository linking clinical information and molecular differential expression in several CVD-related traits from multi-omics studies (genomics, transcriptomics, proteomics and metabolomics). As an example case of how to query and identify data sets within the database framework and concomitantly demonstrate the database utility, we queried CAD-associated studies and performed a systems-level integrative analysis. URL: www.padb.org/cvd.
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