BioinformaticsGeneticsPeer-reviewed journal article
Admix-kit: An Integrated Toolkit and Pipeline for Genetic Analyses of Admixed Populations
Kangcheng HouiD, Stephanie M. GogarteniD, Joohyun KimiD, Xing HuaiD, Julie‐Alexia DiasiD, Quan SuniD, Ying WangiD, Taotao TaniD, Sally Nneoma AdebamowoiD, Adebowale AdeyemoiD, Paul Livermore AueriD, Taoufik BensellakiD, Sonja I. BerndtiD, Rohan Bhukar, Hongyuan CaoiD, Clinton L. CarioiD, Nilanjan ChatterjeeiD, Jiawen Carmen CheniD, Tinashe ChikoworeiD, Ananyo ChoudhuryiD, Matthew P. ConomosiD, David V. ContiiD, Sinéad CullinaiD, Burcu F. DarstiD, Yi DingiD, , Minxian WangiD
Abstract
SummaryAdmixed populations, with their unique and diverse genetic backgrounds, are often underrepresented in genetic studies. This oversight not only limits our understanding but also exacerbates existing health disparities. One major barrier has been the lack of efficient tools tailored for the special challenges of genetic study of admixed populations. Here, we present admix-kit, an integrated toolkit and pipeline for genetic analyses of admixed populations. Admix-kit implements a suite of methods to facilitate genotype and phenotype simulation, association testing, genetic architecture inference, and polygenic scoring in admixed populations. Availability and implementationAdmix-kit package is open-source and available at https://github.com/KangchengHou/admix-kit. Additionally, users can use the pipeline designed for admixed genotype simulation available at https://github.com/UW-GAC/admix-kit_workflow.
- Citations
- 23
- FWCI
- 6.08
- Field percentile
- top 3%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- AdmixSim: A Forward-Time Simulator for Various and Complex Scenarios of Population Admixture
Xiong Yang, Xumin Ni, … Shuhua Xu·Frontiers in GeneticsPeer-reviewed·Dec 3, 2020
- Admixed Populations Improve Power for Variant Discovery and Portability in Genome-wide Association Studies
Meng Hsuan Lin, Danny S. Park, … Christopher R. Gignoux·Frontiers in GeneticsPeer-reviewed·May 24, 2021
- Differential Evolution Approach to Detect Recent Admixture
Konstantin Kozlov, Dmitry Chebotarov, … Tatiana V Tatarinova·BMC GenomicsPeer-reviewed·Jun 18, 2015
- Genetics of Latin American Diversity (GLAD) Project: insights into population genetics and association studies in recently admixed groups in the Americas
V. Borda, D. P. Loesch, … Kooper·bioRxiv·Jan 7, 2023
- Sharing genetic admixture and diversity of public biomedical datasets
Olivier Harismendy, Jihoon Kim, … Lucila Ohno-machado A·bioRxiv·Oct 28, 2017
- Estimating heritability and its enrichment in tissue-specific gene sets in admixed populations
Yang Luo, Xinyi Li, … Soumya Raychaudhuri·Human Molecular GeneticsPeer-reviewed·Jan 1, 2021