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

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 th...

Full description

Bibliographic Details
Main Authors: Grarup, Niels, Sulem, Patrick, Sandholt, Camilla H, Thorleifsson, Gudmar, Ahluwalia, Tarunveer S, Steinthorsdottir, Valgerdur, Bjarnason, Helgi, Gudbjartsson, Daniel F, Magnusson, Olafur T, Sparsø, Thomas, Albrechtsen, Anders, Kong, Augustine, Masson, Gisli, Tian, Geng, Cao, Hongzhi, Nie, Chao, Kristiansen, Karsten, Husemoen, Lise Lotte, Thuesen, Betina, Li, Yingrui, Nielsen, Rasmus, Linneberg, Allan, Olafsson, Isleifur, Eyjolfsson, Gudmundur I, Jørgensen, Torben, Wang, Jun, Hansen, Torben, Thorsteinsdottir, Unnur, Stefánsson, Kari, Pedersen, Oluf
Other Authors: Williams, Scott M
Format: Article in Journal/Newspaper
Language:unknown
Published: eScholarship, University of California 2013
Subjects:
Online Access:https://escholarship.org/uc/item/32z728b4
id ftcdlib:oai:escholarship.org:ark:/13030/qt32z728b4
record_format openpolar
spelling ftcdlib:oai:escholarship.org:ark:/13030/qt32z728b4 2023-09-05T13:20:37+02:00 Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets Grarup, Niels Sulem, Patrick Sandholt, Camilla H Thorleifsson, Gudmar Ahluwalia, Tarunveer S Steinthorsdottir, Valgerdur Bjarnason, Helgi Gudbjartsson, Daniel F Magnusson, Olafur T Sparsø, Thomas Albrechtsen, Anders Kong, Augustine Masson, Gisli Tian, Geng Cao, Hongzhi Nie, Chao Kristiansen, Karsten Husemoen, Lise Lotte Thuesen, Betina Li, Yingrui Nielsen, Rasmus Linneberg, Allan Olafsson, Isleifur Eyjolfsson, Gudmundur I Jørgensen, Torben Wang, Jun Hansen, Torben Thorsteinsdottir, Unnur Stefánsson, Kari Pedersen, Oluf Williams, Scott M e1003530 2013-06-01 application/pdf https://escholarship.org/uc/item/32z728b4 unknown eScholarship, University of California qt32z728b4 https://escholarship.org/uc/item/32z728b4 public PLOS Genetics, vol 9, iss 6 Biotechnology Prevention Human Genome Genetics Nutrition 2.1 Biological and endogenous factors Aetiology Cardiovascular Alzheimer Disease Denmark Exome Folic Acid Folic Acid Deficiency Genome Human Genome-Wide Association Study Humans Iceland Methylenetetrahydrofolate Reductase (NADPH2) Quantitative Trait Loci Vitamin B 12 Developmental Biology article 2013 ftcdlib 2023-08-21T18:03:21Z 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 B(12) (B12) and folate. Up to 22.9 million sequence variants were analyzed in combined samples of 45,576 and 37,341 individuals with serum B(12) and folate measurements, respectively. We found six novel loci associating with serum B(12) (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 B(12) 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 B(12) 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. Article in Journal/Newspaper Iceland University of California: eScholarship
institution Open Polar
collection University of California: eScholarship
op_collection_id ftcdlib
language unknown
topic Biotechnology
Prevention
Human Genome
Genetics
Nutrition
2.1 Biological and endogenous factors
Aetiology
Cardiovascular
Alzheimer Disease
Denmark
Exome
Folic Acid
Folic Acid Deficiency
Genome
Human
Genome-Wide Association Study
Humans
Iceland
Methylenetetrahydrofolate Reductase (NADPH2)
Quantitative Trait Loci
Vitamin B 12
Developmental Biology
spellingShingle Biotechnology
Prevention
Human Genome
Genetics
Nutrition
2.1 Biological and endogenous factors
Aetiology
Cardiovascular
Alzheimer Disease
Denmark
Exome
Folic Acid
Folic Acid Deficiency
Genome
Human
Genome-Wide Association Study
Humans
Iceland
Methylenetetrahydrofolate Reductase (NADPH2)
Quantitative Trait Loci
Vitamin B 12
Developmental Biology
Grarup, Niels
Sulem, Patrick
Sandholt, Camilla H
Thorleifsson, Gudmar
Ahluwalia, Tarunveer S
Steinthorsdottir, Valgerdur
Bjarnason, Helgi
Gudbjartsson, Daniel F
Magnusson, Olafur T
Sparsø, Thomas
Albrechtsen, Anders
Kong, Augustine
Masson, Gisli
Tian, Geng
Cao, Hongzhi
Nie, Chao
Kristiansen, Karsten
Husemoen, Lise Lotte
Thuesen, Betina
Li, Yingrui
Nielsen, Rasmus
Linneberg, Allan
Olafsson, Isleifur
Eyjolfsson, Gudmundur I
Jørgensen, Torben
Wang, Jun
Hansen, Torben
Thorsteinsdottir, Unnur
Stefánsson, Kari
Pedersen, Oluf
Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets
topic_facet Biotechnology
Prevention
Human Genome
Genetics
Nutrition
2.1 Biological and endogenous factors
Aetiology
Cardiovascular
Alzheimer Disease
Denmark
Exome
Folic Acid
Folic Acid Deficiency
Genome
Human
Genome-Wide Association Study
Humans
Iceland
Methylenetetrahydrofolate Reductase (NADPH2)
Quantitative Trait Loci
Vitamin B 12
Developmental Biology
description 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 B(12) (B12) and folate. Up to 22.9 million sequence variants were analyzed in combined samples of 45,576 and 37,341 individuals with serum B(12) and folate measurements, respectively. We found six novel loci associating with serum B(12) (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 B(12) 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 B(12) 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.
author2 Williams, Scott M
format Article in Journal/Newspaper
author Grarup, Niels
Sulem, Patrick
Sandholt, Camilla H
Thorleifsson, Gudmar
Ahluwalia, Tarunveer S
Steinthorsdottir, Valgerdur
Bjarnason, Helgi
Gudbjartsson, Daniel F
Magnusson, Olafur T
Sparsø, Thomas
Albrechtsen, Anders
Kong, Augustine
Masson, Gisli
Tian, Geng
Cao, Hongzhi
Nie, Chao
Kristiansen, Karsten
Husemoen, Lise Lotte
Thuesen, Betina
Li, Yingrui
Nielsen, Rasmus
Linneberg, Allan
Olafsson, Isleifur
Eyjolfsson, Gudmundur I
Jørgensen, Torben
Wang, Jun
Hansen, Torben
Thorsteinsdottir, Unnur
Stefánsson, Kari
Pedersen, Oluf
author_facet Grarup, Niels
Sulem, Patrick
Sandholt, Camilla H
Thorleifsson, Gudmar
Ahluwalia, Tarunveer S
Steinthorsdottir, Valgerdur
Bjarnason, Helgi
Gudbjartsson, Daniel F
Magnusson, Olafur T
Sparsø, Thomas
Albrechtsen, Anders
Kong, Augustine
Masson, Gisli
Tian, Geng
Cao, Hongzhi
Nie, Chao
Kristiansen, Karsten
Husemoen, Lise Lotte
Thuesen, Betina
Li, Yingrui
Nielsen, Rasmus
Linneberg, Allan
Olafsson, Isleifur
Eyjolfsson, Gudmundur I
Jørgensen, Torben
Wang, Jun
Hansen, Torben
Thorsteinsdottir, Unnur
Stefánsson, Kari
Pedersen, Oluf
author_sort Grarup, Niels
title Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets
title_short Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets
title_full Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets
title_fullStr Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets
title_full_unstemmed Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets
title_sort genetic architecture of vitamin b12 and folate levels uncovered applying deeply sequenced large datasets
publisher eScholarship, University of California
publishDate 2013
url https://escholarship.org/uc/item/32z728b4
op_coverage e1003530
genre Iceland
genre_facet Iceland
op_source PLOS Genetics, vol 9, iss 6
op_relation qt32z728b4
https://escholarship.org/uc/item/32z728b4
op_rights public
_version_ 1776201273055379456