bioRxivEvolutionary Biology
sppIDer: a species identification tool to investigate hybrid genomes with high-throughput sequencing
Abstract
The genomics era has expanded our knowledge about the diversity of the living world, yet harnessing high-throughput sequencing data to investigate alternative evolutionary trajectories, such as hybridization, is still challenging. Here we present sppIDer, a pipeline for the characterization of interspecies hybrids and pure species,that illuminates the complete composition of genomes. sppIDer maps short-read sequencing data to a combination genome built from reference genomes of several species of interest and assesses the genomic contribution and relative ploidy of each parental species, producing a series of colorful graphical outputs ready for publication. As a proof-of-concept, we use the genus Saccharomyces to detect and visualize both interspecies hybrids and pure strains, even with missing parental reference genomes. Through simulation, we show that sppIDer is robust to variable reference genome qualities and performs well with low-coverage data. We further demonstrate the power of this approach in plants, animals, and other fungi. sppIDer is robust to many different inputs and provides visually intuitive insight into genome composition that enables the rapid identification of species and their interspecies hybrids. sppIDer exists as a Docker image, which is a reusable, reproducible, transparent, and simple-to-run package that automates the pipeline and installation of the required dependencies (https://github.com/GLBRC/sppIDer).
- assay: whole-genome sequencing
- research focus: cell type annotation
- research focus: clustering
- approach: deep learning
- approach: statistical model
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
- An Invariants-based Method for Efficient Identification of Hybrid Species From Large-scale Genomic Data
Laura Kubatko, Julia Chifman·bioRxiv·Dec 14, 2015
- Comparative Performance of Popular Methods for Hybrid Detection using Genomic Data
Sungsik Kong, Laura Salter Kubatko·Systematic BiologyPeer-reviewed·Nov 24, 2020
- HyDe: a Python package for genome-scale hybridization detection
P. D. Blischak, J. Chifman, … L. S. Kubatko·bioRxiv·Jan 22, 2018
- Meiotic null MSH2 and SGS1 alleles in S. cerevisiae x S. uvarum hybrids result in near-haploid offspring with mixed parental chromosomal inheritance
T. Wang, Maitreya J. Dunham·bioRxiv·Jun 2, 2025
- The genomic landscape of Saccharomyces paradoxus introgression in geographically diverse Saccharomyces cerevisiae strains
A. Clark, M. J. Dunham, J. M. Akey·bioRxiv·Aug 1, 2022
- Identification of a novel interspecific hybrid yeast from a metagenomic spontaneously inoculated beer sample using Hi-C
Caiti Smukowski Heil, Joshua N. Burton, … Maitreya J. Dunham·YeastPeer-reviewed·Sep 11, 2017