A comprehensive assessment of tandem repeat genotyping methods for Nanopore long-read genomes

No single genotyper emerged as consistently best across all assessments, but strong contenders emerged in each. Our results demonstrate that length accuracy (a typical benchmarking approach) alone overestimates TR genotyping performance. Sequence-level benchmarking is essential for selecting tools best-suited for population studies and clinical diagnostics. This work provides practical guidance for tool selection and highlights key priorities for future long-read TR genotyping method development.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-03-03
DOI
https://doi.org/10.64898/2026.02.28.708646
Primary Topic
Genetic Neurodegenerative Diseases
Type
article
Field-Weighted Citation Impact
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article

A comprehensive assessment of tandem repeat genotyping methods for Nanopore long-read genomes

Bida Gu, Elbay Aliyev, Denis M. Nyaga, Elizabeth A. Ostrowski et al.
bioRxiv (Cold Spring Harbor Laboratory)
Genetic Neurodegenerative Diseases
article

A comprehensive assessment of tandem repeat genotyping methods for Nanopore long-read genomes

Bida Gu, Elbay Aliyev, Denis M. Nyaga, Elizabeth A. Ostrowski, Akshay Kumar Avvaru, Sophia B Gibson, Ben Weisburd, Wouter De Coster, Garrison M. Arner, Danny E. Miller, Claudia Gonzaga-Jauregui
article en

Abstract

No single genotyper emerged as consistently best across all assessments, but strong contenders emerged in each. Our results demonstrate that length accuracy (a typical benchmarking approach) alone overestimates TR genotyping performance. Sequence-level benchmarking is essential for selecting tools best-suited for population studies and clinical diagnostics. This work provides practical guidance for tool selection and highlights key priorities for future long-read TR genotyping method development.

bioRxiv (Cold Spring Harbor Laboratory)
Broad Institute (US), University of Southern California (US), University of Antwerp (BE), University of Auckland (NZ), University of Washington (US), University of Washington Medical Center (US), VIB-UAntwerp Center for Molecular Neurology (BE), Brotman Baty Institute (US), University of Washington Bothell (US), University of Colorado Anschutz Medical Campus (US), Metropolitan State University of Denver (US), Universidad Nacional Autónoma de México (MX)
Openalex Percentile: Top 36%
Genetic Neurodegenerative Diseases
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A comprehensive assessment of tandem repeat genotyping methods for Nanopore long-read genomes — Bida Gu, Elbay Aliyev, et al. · bioRxiv (Cold Spring Harbor Laboratory) (2026) | TGRS Research Map | TGRS