Read-level genotyping of short tandem repeats using long reads and single-nucleotide variation with STRkit
- 1Canadian Centre for Computational Genomics, Montréal, Québec H3A 0G1, Canada;
- 2Department of Human Genetics, McGill University, Montréal, Québec H3A 0G1, Canada;
- 3Genomic Medicine Center, Children's Mercy Hospital and Research Institute, Kansas City, Missouri 64108, USA;
- 4Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, Québec H3A 0G1, Canada
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.
Footnotes
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[Supplemental material is available for this article.]
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Article published online before print. Article, supplemental material, and publication date are at https://www.genome.org/cgi/doi/10.1101/gr.280766.125.
- Received April 9, 2025.
- Accepted January 8, 2026.
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