admix-kit

admix-kit provides computational methods for analyzing genetic variation in admixed populations, including simulation of genotypes and phenotypes, association testing, genetic architecture inference, and polygenic scoring to study trait and disease genetics in admixed groups.

Key Features:

• Integrated Pipeline: An integrated pipeline for conducting genetic analyses tailored to the complexities of admixed populations.
• Genotype and Phenotype Simulation: Simulation of admixed genotypes and phenotypes for modeling genetic diversity and method evaluation.
• Association Testing: Association testing to identify links between genetic variants and traits or diseases in admixed populations.
• Genetic Architecture Inference: Inference of genetic architecture to characterize underlying genetic structure and variation within admixed groups.
• Polygenic Scoring: Calculation of polygenic scores from multiple variants to predict complex traits in admixed populations.

Scientific Applications:

• Health Disparities Research: Investigation of genetic contributions to health disparities observed in admixed populations.
• Variant Discovery: Improved identification of disease-associated variants in admixed groups.
• Trait Prediction and Interpretation: Assessment of how genetic diversity influences trait and disease risk using polygenic scores and architecture inference.

Methodology:

Includes a dedicated computational pipeline for simulating admixed genotypes and implements computational methods designed to handle the complexities of admixed populations.