An efficient genotyper and star-allele caller for pharmacogenomics.
Journal
Genome research
ISSN: 1549-5469
Titre abrégé: Genome Res
Pays: United States
ID NLM: 9518021
Informations de publication
Date de publication:
01 2023
01 2023
Historique:
received:
11
08
2022
accepted:
12
12
2022
pubmed:
20
1
2023
medline:
4
2
2023
entrez:
19
1
2023
Statut:
ppublish
Résumé
High-throughput sequencing provides sufficient means for determining genotypes of clinically important pharmacogenes that can be used to tailor medical decisions to individual patients. However, pharmacogene genotyping, also known as star-allele calling, is a challenging problem that requires accurate copy number calling, structural variation identification, variant calling, and phasing within each pharmacogene copy present in the sample. Here we introduce Aldy 4, a fast and efficient tool for genotyping pharmacogenes that uses combinatorial optimization for accurate star-allele calling across different sequencing technologies. Aldy 4 adds support for long reads and uses a novel phasing model and improved copy number and variant calling models. We compare Aldy 4 against the current state-of-the-art star-allele callers on a large and diverse set of samples and genes sequenced by various sequencing technologies, such as whole-genome and targeted Illumina sequencing, barcoded 10x Genomics, and Pacific Biosciences (PacBio) HiFi. We show that Aldy 4 is the most accurate star-allele caller with near-perfect accuracy in all evaluated contexts, and hope that Aldy remains an invaluable tool in the clinical toolbox even with the advent of long-read sequencing technologies.
Identifiants
pubmed: 36657977
pii: gr.277075.122
doi: 10.1101/gr.277075.122
pmc: PMC9977157
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Intramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
61-70Informations de copyright
© 2023 Hari et al.; Published by Cold Spring Harbor Laboratory Press.
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