# weIMPUTE: a user-friendly web-based genotype imputation platform

## TL;DR

weIMPUTE is a web-based tool that simplifies genotype imputation for researchers without requiring technical expertise.

## Contribution

weIMPUTE introduces a user-friendly GUI supporting multiple imputation tools and the full workflow for genotype imputation.

## Key findings

- weIMPUTE supports multiple imputation software like SHAPEIT, Eagle, and Beagle.
- The platform covers the entire workflow from quality control to data format conversion.
- It allows installation on servers or workstations for personalized imputation services.

## Abstract

Genotype imputation is a critical preprocessing step in genome-wide association studies (GWAS), enhancing statistical power for detecting associated single nucleotide polymorphisms (SNPs) by increasing marker size.

In response to the needs of researchers seeking user-friendly graphical tools for imputation without requiring informatics or computer expertise, we have developed weIMPUTE, a web-based imputation graphical user interface (GUI). Unlike existing genotype imputation software, weIMPUTE supports multiple imputation software, including SHAPEIT, Eagle, Minimac4, Beagle, and IMPUTE2, while encompassing the entire workflow, from quality control to data format conversion. This comprehensive platform enables both novices and experienced users to readily perform imputation tasks. For reference genotype data owners, weIMPUTE can be installed on a server or workstation, facilitating web-based imputation services without data sharing.

weIMPUTE represents a versatile imputation solution for researchers across various fields, offering the flexibility to create personalized imputation servers on different operating systems.