TargetGene: a comprehensive database of cell-type-specific target genes for genetic variants.
Shiqi LinSong WuWei ZhaoZhanjie FangHongen KangXinxuan LiuSiyu PanFudong YuYiming BaoPeilin JiaPublished in: Nucleic acids research (2023)
Annotating genetic variants to their target genes is of great importance in unraveling the causal variants and genetic mechanisms that underlie complex diseases. However, disease-associated genetic variants are often located in non-coding regions and manifest context-specific effects, making it challenging to accurately identify the target genes and regulatory mechanisms. Here, we present TargetGene (https://ngdc.cncb.ac.cn/targetgene/), a comprehensive database reporting target genes for human genetic variants from various aspects. Specifically, we collected a comprehensive catalog of multi-omics data at the single-cell and bulk levels and from various human tissues, cell types and developmental stages. To facilitate the identification of Single Nucleotide Polymorphism (SNP)-to-gene connections, we have implemented multiple analytical tools based on chromatin co-accessibility, 3D interaction, enhancer activities and quantitative trait loci, among others. We applied the pipeline to evaluate variants from nearly 1300 Genome-wide association studies (GWAS) and assembled a comprehensive atlas of multiscale regulation of genetic variants. TargetGene is equipped with user-friendly web interfaces that enable intuitive searching, navigation and browsing through the results. Overall, TargetGene provides a unique resource to empower researchers to study the regulatory mechanisms of genetic variants in complex human traits.
Keyphrases
- genome wide
- copy number
- single cell
- dna methylation
- endothelial cells
- bioinformatics analysis
- transcription factor
- genome wide association
- induced pluripotent stem cells
- gene expression
- pluripotent stem cells
- rna seq
- adverse drug
- dna damage
- squamous cell carcinoma
- genome wide analysis
- oxidative stress
- machine learning
- artificial intelligence