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Conventional and Mendelian randomization analyses suggest no association between lipoprotein(a) and early atherosclerosis: the Young Finns Study

journal contribution
posted on 2023-05-17, 03:53 authored by Kivimaki, M, Costan Magnussen, Juonala, M, Kahonen, M, Kettunen, J, Loo, BM, Lehtimaki, T, Viikari, J, Raitakari, OT
Background : Lipoprotein(a) [Lp(a)] is an established risk factor for coronary disease and stroke, but mechanisms underlying this association are unknown. We examined the association of Lp(a) with early atherosclerosis by using conventional epidemiologic analysis and a Mendelian randomization analysis. The latter utilized genetic variants that are associated with Lp(a) to estimate causal effect. Methods : A prospective population-based cohort study of 939 men and 1141 women was conducted. Lp(a) was measured repeatedly at mean ages 17 and 38 years. Measurements of carotid intima-media thickness (IMT) and brachial flow-mediated dilation (FMD) at mean ages 32 and 38 years were used to determine the level and 6-year progression of subclinical atherosclerosis. Lp(a)-related genetic variant, rs783147, was identified by a genome wide association analysis (P3.1 10 58), and a genetic score was constructed based on 10 Lp(a)-related variants. Mendelian randomization test was performed using a two-stage instrumental variables analysis. Results: rs783147 and the genetic score were strong instruments for nonconfounded Lp(a) levels (F-statistics 269.6 and 446.0 in the first-stage instrumental variable analysis). However, Lp(a) levels were not associated with the levels of or change in IMT or FMD in any of the conventional and instrumental variables tests. The null finding was observed both with rs783147 and the genetic score as instruments and remained unchanged after adjustment for clinical characteristics, such as age, sex, HDL and LDL cholesterol, ApoB, systolic and diastolic blood pressure, diabetes and smoking. Conclusions Data from conventional and Mendelian randomization analyses provide no support for early atherogenic effects of increased Lp(a) levels.


Publication title

International Journal of Epidemiology








Menzies Institute for Medical Research


Oxford Univ Press

Place of publication

Great Clarendon St, Oxford, England, Ox2 6Dp

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The definitive publisher-authenticated version is available online at:

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Socio-economic Objectives

Clinical health not elsewhere classified

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