1. Home
  2. low coverage

Low coverage whole genome sequencing enables accurate assessment

$ 18.50

4.9 (364) In stock

Background Inherited susceptibility to common, complex diseases may be caused by rare, pathogenic variants (“monogenic”) or by the cumulative effect of numerous common variants (“polygenic”). Comprehensive genome interpretation should enable assessment for both monogenic and polygenic components of inherited risk. The traditional approach requires two distinct genetic testing technologies—high coverage sequencing of known genes to detect monogenic variants and a genome-wide genotyping array followed by imputation to calculate genome-wide polygenic scores (GPSs). We assessed the feasibility and accuracy of using low coverage whole genome sequencing (lcWGS) as an alternative to genotyping arrays to calculate GPSs. Methods First, we performed downsampling and imputation of WGS data from ten individuals to assess concordance with known genotypes. Second, we assessed the correlation between GPSs for 3 common diseases—coronary artery disease (CAD), breast cancer (BC), and atrial fibrillation (AF)—calculated using lcWGS and genotyping array in 184 samples. Third, we assessed concordance of lcWGS-based genotype calls and GPS calculation in 120 individuals with known genotypes, selected to reflect diverse ancestral backgrounds. Fourth, we assessed the relationship between GPSs calculated using lcWGS and disease phenotypes in a cohort of 11,502 individuals of European ancestry. Results We found imputation accuracy r2 values of greater than 0.90 for all ten samples—including those of African and Ashkenazi Jewish ancestry—with lcWGS data at 0.5×. GPSs calculated using lcWGS and genotyping array followed by imputation in 184 individuals were highly correlated for each of the 3 common diseases (r2 = 0.93–0.97) with similar score distributions. Using lcWGS data from 120 individuals of diverse ancestral backgrounds, we found similar results with respect to imputation accuracy and GPS correlations. Finally, we calculated GPSs for CAD, BC, and AF using lcWGS in 11,502 individuals of European ancestry, confirming odds ratios per standard deviation increment ranging 1.28 to 1.59, consistent with previous studies. Conclusions lcWGS is an alternative technology to genotyping arrays for common genetic variant assessment and GPS calculation. lcWGS provides comparable imputation accuracy while also overcoming the ascertainment bias inherent to variant selection in genotyping array design.

Efficient phasing and imputation of low-coverage sequencing data using large reference panels

Low-coverage sequencing cost-effectively detects known and novel variation in underrepresented populations. - Abstract - Europe PMC

Clinical and biological insights from viral genome sequencing

Genotyping by low-coverage whole-genome sequencing in intercross pedigrees from outbred founders: a cost-efficient approach, Genetics Selection Evolution

How genomics can help biodiversity conservation - ScienceDirect

Ultra-low-coverage genome-wide association study—insights into gestational age using 17,844 embryo samples with preimplantation genetic testing, Genome Medicine

SciELO - Brasil - Clinical genomics and precision medicine Clinical genomics and precision medicine

Low coverage whole genome sequencing enables accurate assessment of common variants and calculation of genome-wide polygenic scores, Genome Medicine

Sequencing Depth vs Coverage

PDF] Polygenic background modifies penetrance of monogenic variants conferring risk for coronary artery disease, breast cancer, or colorectal cancer

Whole genome sequencing identifies structural variants contributing to hematologic traits in the NHLBI TOPMed program

The variables for NGS experiments: coverage, read length, multiplexing

Benchmarking of Nanopore R10.4 and R9.4.1 flow cells in single-cell whole- genome amplification and whole-genome shotgun sequencing - Computational and Structural Biotechnology Journal

Low-coverage whole-genome sequencing in livestock species for individual traceability and parentage testing - ScienceDirect