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Sequencing of 53,831 diverse genomes from the NHLBI TOPMed Program
- Source :
- Nature
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- The Trans-Omics for Precision Medicine (TOPMed) programme seeks to elucidate the genetic architecture and biology of heart, lung, blood and sleep disorders, with the ultimate goal of improving diagnosis, treatment and prevention of these diseases. The initial phases of the programme focused on whole-genome sequencing of individuals with rich phenotypic data and diverse backgrounds. Here we describe the TOPMed goals and design as well as the available resources and early insights obtained from the sequence data. The resources include a variant browser, a genotype imputation server, and genomic and phenotypic data that are available through dbGaP (Database of Genotypes and Phenotypes)1. In the first 53,831 TOPMed samples, we detected more than 400 million single-nucleotide and insertion or deletion variants after alignment with the reference genome. Additional previously undescribed variants were detected through assembly of unmapped reads and customized analysis in highly variable loci. Among the more than 400 million detected variants, 97% have frequencies of less than 1% and 46% are singletons that are present in only one individual (53% among unrelated individuals). These rare variants provide insights into mutational processes and recent human evolutionary history. The extensive catalogue of genetic variation in TOPMed studies provides unique opportunities for exploring the contributions of rare and noncoding sequence variants to phenotypic variation. Furthermore, combining TOPMed haplotypes with modern imputation methods improves the power and reach of genome-wide association studies to include variants down to a frequency of approximately 0.01%.<br />The goals, resources and design of the NHLBI Trans-Omics for Precision Medicine (TOPMed) programme are described, and analyses of rare variants detected in the first 53,831 samples provide insights into mutational processes and recent human evolutionary history.
- Subjects :
- Quality Control
Heterozygote
Genomics
Computational biology
Biology
Polymorphism, Single Nucleotide
Genome
Article
DNA sequencing
INDEL Mutation
Loss of Function Mutation
Genetics research
Genetic variation
Humans
Precision Medicine
Genetic association
Population Density
Multidisciplinary
Whole Genome Sequencing
Genome, Human
Genetic Variation
Rare variants
United States
Genetic architecture
Phenotype
Cytochrome P-450 CYP2D6
Haplotypes
Mutagenesis
Sample Size
Next-generation sequencing
National Heart, Lung, and Blood Institute (U.S.)
Imputation (genetics)
Reference genome
Subjects
Details
- ISSN :
- 14764687 and 00280836
- Volume :
- 590
- Database :
- OpenAIRE
- Journal :
- Nature
- Accession number :
- edsair.doi.dedup.....c3466ed35ebc952114103dd5987431af
- Full Text :
- https://doi.org/10.1038/s41586-021-03205-y