Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets

生物 遗传学 1000基因组计划 外显子组 国际人类基因组单体型图计划 全基因组关联研究 亚甲基四氢叶酸还原酶 外显子组测序 全基因组测序 遗传关联 人口 人类遗传学 计算生物学 基因组 等位基因 人类基因组 基因 单核苷酸多态性 基因型 突变 人口学 社会学
作者
Niels Grarup,Patrick Sulem,Camilla H. Sandholt,Guðmar Þorleifsson,Tarunveer S. Ahluwalia,Valgerður Steinthórsdóttir,Helgi Bjarnason,Daníel F. Guðbjartsson,Ólafur Þ. Magnússon,Thomas Sparsø,Anders Albrechtsen,Augustine Kong,Gísli Másson,Geng Tian,Hongzhi Cao,Chao Nie,Karsten Kristiansen,Lise Lotte N. Husemoen,Betina H. Thuesen,Yingrui Li,Rasmus Nielsen,Allan Linneberg,Ísleifur Ólafsson,Guðmundur I. Eyjólfsson,Torben Jørgensen,Jun Wang,Torben Hansen,Unnur Þorsteinsdóttir,Kári Stéfansson,Oluf Pedersen
出处
期刊:PLOS Genetics [Public Library of Science]
卷期号:9 (6): e1003530-e1003530 被引量:144
标识
DOI:10.1371/journal.pgen.1003530
摘要

Genome-wide association studies have mainly relied on common HapMap sequence variations. Recently, sequencing approaches have allowed analysis of low frequency and rare variants in conjunction with common variants, thereby improving the search for functional variants and thus the understanding of the underlying biology of human traits and diseases. Here, we used a large Icelandic whole genome sequence dataset combined with Danish exome sequence data to gain insight into the genetic architecture of serum levels of vitamin B12 (B12) and folate. Up to 22.9 million sequence variants were analyzed in combined samples of 45,576 and 37,341 individuals with serum B12 and folate measurements, respectively. We found six novel loci associating with serum B12 (CD320, TCN2, ABCD4, MMAA, MMACHC) or folate levels (FOLR3) and confirmed seven loci for these traits (TCN1, FUT6, FUT2, CUBN, CLYBL, MUT, MTHFR). Conditional analyses established that four loci contain additional independent signals. Interestingly, 13 of the 18 identified variants were coding and 11 of the 13 target genes have known functions related to B12 and folate pathways. Contrary to epidemiological studies we did not find consistent association of the variants with cardiovascular diseases, cancers or Alzheimer's disease although some variants demonstrated pleiotropic effects. Although to some degree impeded by low statistical power for some of these conditions, these data suggest that sequence variants that contribute to the population diversity in serum B12 or folate levels do not modify the risk of developing these conditions. Yet, the study demonstrates the value of combining whole genome and exome sequencing approaches to ascertain the genetic and molecular architectures underlying quantitative trait associations.
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