Read-level genotyping of short tandem repeats using long reads and single-nucleotide variation with STRkit.
Document Type
Article
Publication Date
3-2-2026
Identifier
DOI: 10.1101/gr.280766.125; PMCID: PMC12951957
Abstract
Variation in short tandem repeats (STRs) is implicated in Mendelian disease and complex traits but can be difficult to resolve with short-read genome sequencing. We present STRkit, a software package for genotyping STRs using long-read sequencing (LRS) that uses proximate single-nucleotide variants to improve genotyping accuracy without a priori haplotype information. We show that STRkit has unique strengths versus other methods: It can use data from both major LRS technologies (Pacific Biosciences HiFi [PacBio] and Oxford Nanopore Technologies [ONT]) to output both allele- and read-level copy number and sequence; it performs best in benchmarking with F1 scores of 0.9631 and 0.9544 with PacBio and ONT data, respectively; it achieves higher rates of Mendelian consistency than other genotyping tools; and it is open source software. STRkit's features open up new possibilities for association testing, assessing patterns of STR inheritance and better understanding the functional effects of these notable repeat elements.
Journal Title
Genome research
Volume
36
Issue
3
First Page
578
Last Page
588
PubMed ID
41539721
Recommended Citation
Lougheed DR, Pastinen T, Bourque G. Read-level genotyping of short tandem repeats using long reads and single-nucleotide variation with STRkit. Genome Res. 2026;36(3):578-588. Published 2026 Mar 2. doi:10.1101/gr.280766.125
COinS
Comments
This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see https://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.
Publisher's Link: https://genome.cshlp.org/content/36/3/578