Improved sequence mapping using a complete reference genome and lift-over
Open Access
- 30 November 2023
- journal article
- research article
- Published by Springer Nature in Nature Methods
- Vol. 21 (1) , 41-49
Abstract
Complete, telomere-to-telomere (T2T) genome assemblies promise improved analyses and the discovery of new variants, but many essential genomic resources remain associated with older reference genomes. Thus, there is a need to translate genomic features and read alignments between references. Here we describe a method called levioSAM2 that performs fast and accurate lift-over between assemblies using a whole-genome map. In addition to enabling the use of several references, we demonstrate that aligning reads to a high-quality reference (for example, T2T-CHM13) and lifting to an older reference (for example, Genome reference Consortium (GRC)h38) improves the accuracy of the resulting variant calls on the old reference. By leveraging the quality improvements of T2T-CHM13, levioSAM2 reduces small and structural variant calling errors compared with GRC-based mapping using real short- and long-read datasets. Performance is especially improved for a set of complex medically relevant genes, where the GRC references are lower quality.Keywords
All Related Versions
Funding Information
- U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (R01HG011392, R01HG011392, U01HG011758, UM1HG008898, U01HG011758, UM1HG008898)
- U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (R35GM139602, R35GM139602)
- Intramural program at NHGRI
This publication has 61 references indexed in Scilit:
- UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old AgePLOS Medicine, 2015
- From Theory to Practice: Plug and Play with Succinct Data Structures2014
- CrossMap: a versatile tool for coordinate conversion between genome assembliesBioinformatics, 2013
- Integrative Genomics Viewer (IGV): high-performance genomics data visualization and explorationBriefings in Bioinformatics, 2012
- Fast gapped-read alignment with Bowtie 2Nature Methods, 2012
- The UCSC Genome Browser database: update 2011Nucleic Acids Research, 2010
- BEDTools: a flexible suite of utilities for comparing genomic featuresBioinformatics, 2010
- The NCBI dbGaP database of genotypes and phenotypesNature Genetics, 2007
- dbSNP: a database of single nucleotide polymorphismsNucleic Acids Research, 2000
- Alignment of whole genomesNucleic Acids Research, 1999