BMC Medical GenomicsGenomicsPeer-reviewed journal article
Identification of allele-specific KIV-2 repeats and impact on Lp(a) measurements for cardiovascular disease risk
Sairam BeheraiD, Jonathan R. BelyeuiD, Xiao CheniD, Luis F. PauliniD, Ngoc Quynh Nguyen, Emma Newman, Medhat MahmoudiD, Vipin K. MenoniD, Qibin QiiD, Parag H. JoshiiD, Santica M. MarcovinaiD, Massimiliano RossiiD, Eric E. Roller, James HaniD, Vitor OnuchiciD, Christy L. AveryiD, Christie Mitchell BallantyneiD, Carlos J. RodrígueziD, Robert C. KaplaniD, Donna Marie MuznyiD, Ginger MetcalfiD, Richard A. GibbsiD, Bing YuiD, Eric BoerwinkleiD, Michael A. EberleiD, Fritz Joachim SedlazeckiD
Abstract
The abundance of Lp(a) protein holds significant implications for the risk of cardiovascular disease (CVD), which is directly impacted by the copy number (CN) of KIV-2, a 5.5 kbp sub-region. KIV-2 is highly polymorphic in the population and accurate analysis is challenging. In this study, we present the DRAGEN KIV-2 CN caller, which utilizes short reads. Data across 166 WGS show that the caller has high accuracy, compared to optical mapping and can further phase [~]50% of the samples. We compared KIV-2 CN numbers to 24 previously postulated KIV-2 relevant SNVs, revealing that many are ineffective predictors of KIV-2 copy number. Population studies, including USA-based cohorts, showed distinct KIV-2 CN, distributions for European-, African-, and Hispanic-American populations and further underscored the limitations of SNV predictors. We demonstrate that the CN estimates correlate significantly with the available Lp(a) protein levels and that phasing is highly important.
- organism: human
- assay: whole-genome sequencing
- research focus: variant calling
- research focus: benchmarking
- research focus: database / resource
- approach: statistical model
- Citations
- 21
- FWCI
- 8.00
- Field percentile
- top 2%
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