Skip to content

Population Genetics Analysis

GWAS, population structure, ancient DNA, fine-mapping, polygenic scores and Mendelian randomization.

Updated

Overview

We link genetic variation to traits and trace population history, with rigorous control of confounding and relatedness.

Salient features

  • Association testing with covariate and structure control
  • Fine-mapping, polygenic risk and causal inference
  • Reduced-representation sequencing (GBS, RAD, Pool-seq)

Analyses we offer

Population genetic analysis

Estimates diversity, differentiation and demographic history from genotype data and simulations.

Methods: plink-ng, msprime, scikit-allel.

GWAS

Tests millions of variants for association with a trait while controlling for ancestry and relatedness, and reports annotated loci.

Methods: regenie, plink-ng, ldsc.

GBS analysis

Processes genotyping-by-sequencing data into SNP matrices for diversity studies and breeding.

Methods: ipyrad, GB-eaSy, GBS.

Pool-seq analysis

Estimates allele frequencies and differentiation from pooled-sample sequencing.

Methods: grenedalf, poolSeq.

RAD-seq analysis

Assembles restriction-site associated reads into loci and calls SNPs across many individuals.

Methods: ipyrad, poolSeq.

Admixture & population structure

Infers ancestry components, mixing events and relationships between populations.

Methods: admixtools, AdmixTools.

Ancient DNA analysis

Handles damaged, low-coverage ancient DNA with authenticity checks and appropriate genotyping.

Methods: nf-core eager.

Fine-mapping & polygenic risk scores

Narrows association signals to likely causal variants and builds polygenic scores for risk prediction.

Methods: susieR, PRScs, PRSice.

Mendelian randomization

Uses genetic variants as instruments to test whether an exposure causally affects an outcome.

Methods: TwoSampleMR.

eQTL mapping

Links genetic variants to changes in gene expression across individuals or cell types.

Methods: tensorqtl.

What you receive

  • A written report with methods, parameters and interpretation
  • Processed data tables and publication-quality figures
  • Scripts and settings so every result can be reproduced

Not sure which analysis fits your data? Contact us and we will advise.

More in Analysis