A genome-wide approach to evaluate the genetic basis of lipoprotein(a)
A genome-wide approach to evaluate the genetic basis of lipoprotein(a)
Disciplines
Biology (45%); Medical-Theoretical Sciences, Pharmacy (55%)
Keywords
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Lipoprotein(A),
Gene-Environment Interaction,
Apo(A) Isoforms,
Genome-Wide Association
Lipoprotein(a) [Lp(a)] is a lipoprotein consisting of a core LDL-like particle and the glycoprotein apolipoprotein(a) [apo(a)] attached. It is a quantitative genetic trait, mostly influenced by the size of the apo(a) isoforms, which are expressed by copy-number-variations in the LPA gene (Kringle-IV repeats). Family studies suggest that about 90% of variation in Lp(a) is heritable, with a major fraction attributable to either the Kringle-IV repeats or SNPs in the LPA gene cluster. So far, genome-wide association studies on Lp(a) values only revealed significantly associated SNPs within this gene cluster. However, these studies were limited by either small sample size, lack of replication samples or by a focus on certain subgroups. It has also been shown, that SNPs in this gene region correlate with the apo(a) isoforms and that association with Lp(a) might be partly due to this correlation. Since measurements of apo(a) isoforms are very elaborative and time-consuming, these studies were limited by small sample sizes, leading to inconsistent and non-generalizable results. We aim to investigate the genetic regulation of Lp(a) via a genome-wide approach in seven discovery (n~21500) and three replication studies (n~4400). In all samples, apo(a) isoform measurements are or will be available and will be adjusted for in the genome-wide analyses. This approach improves the power to detect SNPs in new gene regions by reducing the residual variance and by excluding the association signals that are only due to correlation with apo(a) isoforms. In a first preliminary meta-analysis of genome-wide data in three studies (KORA F3, KORA F4, FamHS, n~7900), especially one SNP in the LPA gene region was shown to be highly correlated with Lp(a) even after adjustment for apo(a) isoforms. It still explained a relevant part (4%) of Lp(a) levels, especially for individuals with short isoforms, revealing a possible SNP-isoform interaction. The evaluation of correlation patterns within the LPA gene region and apo(a) isoforms and possible gene-gene and gene-environment interactions will also be a substantial part of this project. Finally, replicated SNPs will be validated on clinical outcomes (prospective myocardial infarctions) in the Copenhagen City Heart Study. Lp(a) has been shown to be a causal and independent risk factor for cardiovascular diseases in numerous studies. The proposed project would enable us to perform the most extended analyses on the genetic basis of Lp(a) done so far with the unique possibility to adjust and account for apo(a) isoforms. The major expectation for genome-wide association studies on Lp(a) is the identification of genes which are not yet known to influence Lp(a) levels and which might point to the largely unknown mechanism on the production, metabolism and catabolism of Lp(a). This might open new avenues for the therapeutic intervention of high levels of this highly atherogenic lipoprotein.
Lipoprotein(a) (Lp(a)) is an independent causal risk factor for cardiovascular diseases. Lp(a) is to a great extent genetically regulated by variants in the LPA gene cluster, a major part of it due to the K-IV-2 repeat, encoding apolipoprotein (a) (Apo(a)) isoforms. There is still a big gap between the estimated heritability and the variability which can be explained by already known genetic variants. To fill this gap, we performed the so far biggest genome-wide association study (GWAS) on Lp(a), based on data of 5 population-based studies including 13,000 participants. Since both Lp(a) and Apo(a) isoforms were measured in all participants, we were able to find specifically those genetic variants, which lead to Lp(a) values which cannot be explained by their Apo(a) isoforms. 40 single nucleotide polymorphisms (SNPs) in the LPA gene cluster und 1 SNP in the APOE gene were identified. 30 additional SNPs were associated with Lp(a) independent of Apo(a) isoforms. One of these variants emerged to be a marker for the effect of a hitherto unknown, but common, splice-site variant in the repetitive K-IV-2 region. This region is not accessible by common sequencing approaches. Therefore, this region, covering 70% of the LPA coding region, has been neglected in large parts so far. Therefore, we developed an ultra-deep sequencing approach to cover this region. We could newly describe more than 100 variants. The already mentioned splice-site variant was found to explain 20% of the Lp(a) variability in individuals with low-molecular weight Apo(a) (=small) isoforms and in consequence lowers the risk for cardiovascular diseases (CVD). For all identified SNPs, we could show a direct proportional relationship between their effect on Lp(a) and their CVD risk. The highest effect on Lp(a) was found for one rather rare SNP, leading to an increase of CVD risk by about 70% compared to those individuals not carrying this variant. Furthermore, using the statistical approach of so-called Mendelian randomization we were able to estimate the required reduction of Lp(a) by potential drugs to effectively reduce cardiovascular risk. To be equally effective as reducing LDL cholesterol by statins, Lp(a) would have to be lowered by 65 mg/dL. This has important implications for the planning of Lp(a) reducing medications.
Research Output
- 641 Citations
- 12 Publications
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2017
Title A novel but frequent variant in LPA KIV-2 is associated with a pronounced Lp(a) and cardiovascular risk reduction DOI 10.1093/eurheartj/ehx174 Type Journal Article Author Coassin S Journal European Heart Journal Pages 1823-1831 Link Publication -
2019
Title Estimation of the Required Lipoprotein(a)-Lowering Therapeutic Effect Size for Reduction in Coronary Heart Disease Outcomes DOI 10.1001/jamacardio.2019.1041 Type Journal Article Author Lamina C Journal JAMA Cardiology Pages 575-579 Link Publication -
2018
Title Genetic Factors Explain a Major Fraction of the 50% Lower Lipoprotein(a) Concentrations in Finns DOI 10.1161/atvbaha.118.310865 Type Journal Article Author Erhart G Journal Arteriosclerosis, Thrombosis, and Vascular Biology Pages 1230-1241 Link Publication -
2018
Title The Aquilegia genome: adaptive radiation and an extraordinarily polymorphic chromosome with a unique history DOI 10.1101/264101 Type Preprint Author Filiault D Pages 264101 Link Publication -
2016
Title A genome-wide association meta-analysis on apolipoprotein A-IV concentrations DOI 10.1093/hmg/ddw211 Type Journal Article Author Lamina C Journal Human Molecular Genetics Pages 3635-3646 Link Publication -
2014
Title A Systematic Evaluation of Short Tandem Repeats in Lipid Candidate Genes: Riding on the SNP-Wave DOI 10.1371/journal.pone.0102113 Type Journal Article Author Lamina C Journal PLoS ONE Link Publication -
2016
Title Is High-Density Lipoprotein Cholesterol Causally Related to Kidney Function? DOI 10.1161/atvbaha.116.308393 Type Journal Article Author Coassin S Journal Arteriosclerosis, Thrombosis, and Vascular Biology Pages 2252-2258 Link Publication -
2016
Title Can secondary contact following range expansion be distinguished from barriers to gene flow? DOI 10.1101/043398 Type Preprint Author Bertl J Pages 043398 Link Publication -
2014
Title Lipoprotein (a) concentrations, apolipoprotein (a) phenotypes, and peripheral arterial disease in three independent cohorts DOI 10.1093/cvr/cvu107 Type Journal Article Author Laschkolnig A Journal Cardiovascular Research Pages 28-36 Link Publication -
2017
Title Evaluating the Causal Relation of ApoA-IV with Disease-Related Traits - A Bidirectional Two-sample Mendelian Randomization Study DOI 10.1038/s41598-017-07213-9 Type Journal Article Author Mack S Journal Scientific Reports Pages 8734 Link Publication -
2017
Title Plant genetic effects on microbial hubs impact fitness across field trials DOI 10.1101/181198 Type Preprint Author Brachi B Pages 181198 Link Publication -
2017
Title A genome-wide association meta-analysis on lipoprotein (a) concentrations adjusted for apolipoprotein (a) isoforms[S] DOI 10.1194/jlr.m076232 Type Journal Article Author Mack S Journal Journal of Lipid Research Pages 1834-1844 Link Publication