Evidence map›Paper›PMID 42609617›Full record

ArticleNAR genomics and bioinformatics2026

TandemTwister: scalable genotyping and advanced visualization of tandem repeats.

Lion Ward Al Raei, Maryam Ghareghani, M-Hossein Moeinzadeh, Martin Vingron

Abstract read
In one paragraph

Article in NAR genomics and bioinformatics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Lion Ward Al RaeiDepartment of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, 14195, Germany.
Maryam GhareghaniDepartment of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, 14195, Germany.ORCID https://orcid.org/0009-0003-6671-0531
M-Hossein MoeinzadehDepartment of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, 14195, Germany.
Martin VingronDepartment of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, 14195, Germany.ORCID https://orcid.org/0000-0002-1765-4241

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tandem repeats (TRs) are genomic regions consisting of consecutively repeated units with variable copy numbers and possible mutations. They are used in DNA fingerprinting and have been implicated in complex traits and genetic disorders, including neurodegenerative and developmental diseases. The vast and expanding number of TR loci in the human genome underscores the need for fast and scalable tools for accurate genotyping and visualization. An accurate tool for characterizing these variants is essential for understanding their functional impacts and associations with phenotypes. We developed TandemTwister, a novel algorithm implemented in C++, as a highly scalable and parallelized tool for TR copy number genotyping. Additionally, we created an interactive visualization tool to facilitate quick manual inspection, displaying exact motif occurrences, counts, and population information across haplotypes. TandemTwister demonstrates high accuracy and runtime efficiency for TR genotyping across all long-read sequencing technologies and assembled genomes. We evaluated the performance of TandemTwister in Ashkenazim trio on different sequencing technologies on a set of 1.2 million annotated TR regions. TandemTwister was the fastest and most accurate genotyping tool available for TRs in comparison to the state of the art tools. For PacBio Hifi data as an example, TandemTwister was run in 15 min on 32 Central processing unit (CPU) cores resulting in 99.4% recall, 98.0% Mendelian consistency, and 94% sequence accuracy. We also showed a successful super-population clustering and examined inheritance patterns of TRs and haplotype blocks in three trio sets. TandemTwister demonstrated its ability to detect pathogenic repeat expansions. We applied it in a cohort of 31 individuals with neurodegenerative and developmental disorders, successfully distinguishing healthy from pathogenic copy numbers.

Indexed as

Genotyping TechniquesSoftwareTandem Repeat SequencesAlgorithmsGenome, HumanGenotypeHaplotypesHumans

Identifiers

PMID42609617
PMCPMC13478753

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.