bioRxivBioinformaticsPreprint
READv2: Advanced and user-friendly detection of biological relatedness in archaeogenomics
Erkin AlaçamlıiD, Thijessen NaidooiD, Şevval AktürkiD, Merve Nur GüleriD, Igor MapelliiD, Kıvılcım Başak VuraliD, Mehmet SomeliD, Helena MalmströmiD, Torsten GüntheriD
Abstract
The possibility to obtain genome-wide ancient DNA data from multiple individuals has facilitated an unprecedented perspective into prehistoric societies. Studying biological relatedness in these groups requires tailored approaches for analyzing ancient DNA due to its low coverage, post-mortem damage, and potential ascertainment bias. Here we present READv2 (Relatedness Estimation from Ancient DNA version 2), an improved Python 3 re-implementation of the most widely used tool for this purpose. While providing increased portability and making the software future-proof, we are also able to show that READv2 (a) is orders of magnitude faster than its predecessor; (b) has increased power to detect pairs of relatives using optimized default parameters; and, when the number of overlapping SNPs is sufficient, (c) can differentiate between full-siblings and parent-offspring, and (d) can classify pairs of third-degree relatedness. We further use READv2 to analyze a large empirical dataset that has previously needed two separate tools to reconstruct complex pedigrees. We show that READv2 yields results and precision similar to the combined approach but is faster and simpler to run. READv2 will become a valuable part of the archaeogenomic toolkit in providing an efficient and user-friendly classification of biological relatedness from pseudohaploid ancient DNA data.
- assay: whole-genome sequencing
- research focus: variant calling
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: clustering
- approach: statistical model
- Citations
- 13
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
- Estimating genetic kin relationships in prehistoric populations
José Manuel Monroy Kuhn, Mattias Jakobsson, Torsten Günther·PLoS ONEPeer-reviewed·Apr 23, 2018
- TKGWV2: An ancient DNA relatedness pipeline for ultra-low coverage whole genome shotgun data
Daniel Fernandes, Olivia Cheronet, … Ron Pinhasi·Scientific ReportsPeer-reviewed·Oct 28, 2021
- Human Parental Relatedness through Time - Detecting Runs of Homozygosity in Ancient DNA
Harald Ringbauer, John Novembre, Matthias Steinrücken·bioRxiv·May 31, 2020
- Assessing the relationship of ancient and modern populations
J. G. Schraiber·bioRxiv·Jul 24, 2017
- BREADR: An R Package for the Bayesian Estimation of Genetic Relatedness from Low-coverage Genotype Data
Adam B. Rohrlach, Jonathan Tuke, … Wolfgang Haak·The Journal of Open Source SoftwarePeer-reviewed·Apr 28, 2025
- Benchmarking kinship estimation tools for ancient genomes using pedigree simulations
Şevval Aktürk, Igor Mapelli, … Mehmet Somel·Molecular Ecology ResourcesPeer-reviewed·Apr 27, 2024