Animal-ImputeDB: a comprehensive database with multiple animal reference panels for genotype imputation

Nucleic Acids Res. 2020 Jan 8;48(D1):D659-D667. doi: 10.1093/nar/gkz854.

Abstract

Animal-ImputeDB (http://gong_lab.hzau.edu.cn/Animal_ImputeDB/) is a public database with genomic reference panels of 13 animal species for online genotype imputation, genetic variant search, and free download. Genotype imputation is a process of estimating missing genotypes in terms of the haplotypes and genotypes in a reference panel. It can effectively increase the density of single nucleotide polymorphisms (SNPs) and thus can be widely used in large-scale genome-wide association studies (GWASs) using relatively inexpensive and low-density SNP arrays. However, most animals except humans lack high-quality reference panels, which greatly limits the application of genotype imputation in animals. To overcome this limitation, we developed Animal-ImputeDB, which is dedicated to collecting genotype data and whole-genome resequencing data of nonhuman animals from various studies and databases. A computational pipeline was developed to process different types of raw data to construct reference panels. Finally, 13 high-quality reference panels including ∼400 million SNPs from 2265 samples were constructed. In Animal-ImputeDB, an easy-to-use online tool consisting of two popular imputation tools was designed for the purpose of genotype imputation. Collectively, Animal-ImputeDB serves as an important resource for animal genotype imputation and will greatly facilitate research on animal genomic selection and genetic improvement.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Animals
  • Computational Biology / methods*
  • Databases, Genetic*
  • Gene Frequency
  • Genetic Variation*
  • Genome-Wide Association Study
  • Genomics
  • Genotype*
  • Haplotypes
  • Internet
  • Polymorphism, Single Nucleotide
  • Programming Languages
  • Reference Values
  • Species Specificity
  • User-Computer Interface