lncRNAKB
lncRNAKB provides an integrated knowledgebase of 77,199 human long non-coding RNAs (224,286 transcripts) to support investigation of tissue-specific expression, genetic regulation, functional inference, phylogenetic conservation, and trait associations.
Key Features:
- Integration of annotations: Systematic integration of annotations from six independent databases yielding a consolidated set of 77,199 lncRNAs and 224,286 transcripts.
- RNA-seq expression profiles: Expression patterns derived from RNA-seq across thousands of samples from 31 solid human normal tissues sourced from GTEx.
- Co-expression modules and pathway enrichment: Thousands of co-expression modules identified by network analysis accompanied by pathway enrichment analyses to aid functional inference.
- cis-eQTLs: Millions of cis-eQTLs computed using whole genome sequence genotype data from GTEx to characterize genetic regulation of lncRNA expression.
- Tissue-specificity, conservation, and coding potential scores: Scores assessing tissue-specificity, phylogenetic conservation, and coding potential for lncRNAs.
- Trait associations from GWAS: Tissue-specific lncRNA–trait associations derived from 323 Genome-Wide Association Studies conducted by the UK Biobank.
Scientific Applications:
- Functional annotation: Use co-expression modules and pathway enrichment results to infer biological functions of lncRNAs.
- Genetic studies: Leverage cis-eQTLs computed from GTEx whole genome sequence genotype data to study genetic regulation of lncRNA expression.
- Disease and trait association research: Employ tissue-specific lncRNA–trait associations from UK Biobank GWAS to identify candidate lncRNAs linked to traits and diseases.
Methodology:
Integration of annotations from six independent databases; processing of GTEx RNA-seq to derive tissue expression profiles across 31 solid human normal tissues; computation of cis-eQTLs using GTEx whole genome sequence genotype data; network analysis to identify co-expression modules; and pathway enrichment analyses.
Topics
Details
- Tool Type:
- api
- Programming Languages:
- Shell, R
- Added:
- 1/18/2021
- Last Updated:
- 2/17/2021
Operations
Publications
Seifuddin F, Singh K, Suresh A, Judy JT, Chen Y, Chaitankar V, Tunc I, Ruan X, Li P, Chen Y, Cao H, Lee RS, Goes FS, Zandi PP, Jafri MS, Pirooznia M. lncRNAKB, a knowledgebase of tissue-specific functional annotation and trait association of long noncoding RNA. Scientific Data. 2020;7(1). doi:10.1038/s41597-020-00659-z. PMID:33020484. PMCID:PMC7536183.