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Dissecting features of epigenetic variants underlying cardiometabolic risk using full-resolution epigenome profiling in regulatory elements
by
Allum, Fiona
, Kwan, Tony
, Deloukas, Panos
, Pastinen, Tomi
, Tchernof, André
, Moura, Cristiano
, Hedman, Åsa K.
, McCarthy, Mark I.
, Shao, Xiaojian
, Boulier, Elodie
, Grundberg, Elin
, Ge, Bing
, Cheung, Warren A.
, Guénard, Frédéric
, Lathrop, Mark
, Simon, Marie-Michelle
, Vijay, Jinchu
, Rönnblom, Lars
, Vohl, Marie-Claude
, Bernatsky, Sasha
in
45/15
/ 45/22
/ 45/23
/ 45/43
/ 45/90
/ 45/91
/ 631/208/176
/ 631/208/177
/ 631/208/199
/ 631/208/200
/ Adipose tissue
/ Adipose Tissue - metabolism
/ Adult
/ Aged
/ Blood
/ Cardiovascular Diseases - blood
/ Cardiovascular Diseases - genetics
/ Cardiovascular Diseases - metabolism
/ CpG islands
/ CpG Islands - genetics
/ DNA Methylation
/ Environmental regulations
/ Epigenesis, Genetic
/ Epigenetics
/ Epigenomics - methods
/ Female
/ Gene Expression Profiling
/ Genome, Human
/ Genome-Wide Association Study
/ Health risks
/ High-Throughput Nucleotide Sequencing - methods
/ Humanities and Social Sciences
/ Humans
/ Lipids
/ Lipids - blood
/ Localization
/ Male
/ Metabolic Diseases - blood
/ Metabolic Diseases - genetics
/ Metabolic Diseases - metabolism
/ Methylation
/ Middle Aged
/ multidisciplinary
/ Polymorphism, Single Nucleotide
/ Regulatory sequences
/ Regulatory Sequences, Nucleic Acid - genetics
/ Science
/ Science (multidisciplinary)
/ Sequence Analysis, DNA - methods
/ Sequences
2019
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Dissecting features of epigenetic variants underlying cardiometabolic risk using full-resolution epigenome profiling in regulatory elements
by
Allum, Fiona
, Kwan, Tony
, Deloukas, Panos
, Pastinen, Tomi
, Tchernof, André
, Moura, Cristiano
, Hedman, Åsa K.
, McCarthy, Mark I.
, Shao, Xiaojian
, Boulier, Elodie
, Grundberg, Elin
, Ge, Bing
, Cheung, Warren A.
, Guénard, Frédéric
, Lathrop, Mark
, Simon, Marie-Michelle
, Vijay, Jinchu
, Rönnblom, Lars
, Vohl, Marie-Claude
, Bernatsky, Sasha
in
45/15
/ 45/22
/ 45/23
/ 45/43
/ 45/90
/ 45/91
/ 631/208/176
/ 631/208/177
/ 631/208/199
/ 631/208/200
/ Adipose tissue
/ Adipose Tissue - metabolism
/ Adult
/ Aged
/ Blood
/ Cardiovascular Diseases - blood
/ Cardiovascular Diseases - genetics
/ Cardiovascular Diseases - metabolism
/ CpG islands
/ CpG Islands - genetics
/ DNA Methylation
/ Environmental regulations
/ Epigenesis, Genetic
/ Epigenetics
/ Epigenomics - methods
/ Female
/ Gene Expression Profiling
/ Genome, Human
/ Genome-Wide Association Study
/ Health risks
/ High-Throughput Nucleotide Sequencing - methods
/ Humanities and Social Sciences
/ Humans
/ Lipids
/ Lipids - blood
/ Localization
/ Male
/ Metabolic Diseases - blood
/ Metabolic Diseases - genetics
/ Metabolic Diseases - metabolism
/ Methylation
/ Middle Aged
/ multidisciplinary
/ Polymorphism, Single Nucleotide
/ Regulatory sequences
/ Regulatory Sequences, Nucleic Acid - genetics
/ Science
/ Science (multidisciplinary)
/ Sequence Analysis, DNA - methods
/ Sequences
2019
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Dissecting features of epigenetic variants underlying cardiometabolic risk using full-resolution epigenome profiling in regulatory elements
by
Allum, Fiona
, Kwan, Tony
, Deloukas, Panos
, Pastinen, Tomi
, Tchernof, André
, Moura, Cristiano
, Hedman, Åsa K.
, McCarthy, Mark I.
, Shao, Xiaojian
, Boulier, Elodie
, Grundberg, Elin
, Ge, Bing
, Cheung, Warren A.
, Guénard, Frédéric
, Lathrop, Mark
, Simon, Marie-Michelle
, Vijay, Jinchu
, Rönnblom, Lars
, Vohl, Marie-Claude
, Bernatsky, Sasha
in
45/15
/ 45/22
/ 45/23
/ 45/43
/ 45/90
/ 45/91
/ 631/208/176
/ 631/208/177
/ 631/208/199
/ 631/208/200
/ Adipose tissue
/ Adipose Tissue - metabolism
/ Adult
/ Aged
/ Blood
/ Cardiovascular Diseases - blood
/ Cardiovascular Diseases - genetics
/ Cardiovascular Diseases - metabolism
/ CpG islands
/ CpG Islands - genetics
/ DNA Methylation
/ Environmental regulations
/ Epigenesis, Genetic
/ Epigenetics
/ Epigenomics - methods
/ Female
/ Gene Expression Profiling
/ Genome, Human
/ Genome-Wide Association Study
/ Health risks
/ High-Throughput Nucleotide Sequencing - methods
/ Humanities and Social Sciences
/ Humans
/ Lipids
/ Lipids - blood
/ Localization
/ Male
/ Metabolic Diseases - blood
/ Metabolic Diseases - genetics
/ Metabolic Diseases - metabolism
/ Methylation
/ Middle Aged
/ multidisciplinary
/ Polymorphism, Single Nucleotide
/ Regulatory sequences
/ Regulatory Sequences, Nucleic Acid - genetics
/ Science
/ Science (multidisciplinary)
/ Sequence Analysis, DNA - methods
/ Sequences
2019
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Dissecting features of epigenetic variants underlying cardiometabolic risk using full-resolution epigenome profiling in regulatory elements
Journal Article
Dissecting features of epigenetic variants underlying cardiometabolic risk using full-resolution epigenome profiling in regulatory elements
2019
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Overview
Sparse profiling of CpG methylation in blood by microarrays has identified epigenetic links to common diseases. Here we apply methylC-capture sequencing (MCC-Seq) in a clinical population of ~200 adipose tissue and matched blood samples (N
total
~400), providing high-resolution methylation profiling (>1.3 M CpGs) at regulatory elements. We link methylation to cardiometabolic risk through associations to circulating plasma lipid levels and identify lipid-associated CpGs with unique localization patterns in regulatory elements. We show distinct features of tissue-specific versus tissue-independent lipid-linked regulatory regions by contrasting with parallel assessments in ~800 independent adipose tissue and blood samples from the general population. We follow-up on adipose-specific regulatory regions under (1) genetic and (2) epigenetic (environmental) regulation via integrational studies. Overall, the comprehensive sequencing of regulatory element methylomes reveals a rich landscape of functional variants linked genetically as well as epigenetically to plasma lipid traits.
Obesity and related metabolic complications represent an important health burden. Here the authors carry out a methylC-capture sequencing-based epigenome-wide association study to link circulating plasma lipid levels, CpG methylation and cardiometabolic risk across adipose and blood tissues.
Publisher
Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
Subject
/ 45/22
/ 45/23
/ 45/43
/ 45/90
/ 45/91
/ Adult
/ Aged
/ Blood
/ Cardiovascular Diseases - blood
/ Cardiovascular Diseases - genetics
/ Cardiovascular Diseases - metabolism
/ Female
/ Genome-Wide Association Study
/ High-Throughput Nucleotide Sequencing - methods
/ Humanities and Social Sciences
/ Humans
/ Lipids
/ Male
/ Metabolic Diseases - genetics
/ Metabolic Diseases - metabolism
/ Polymorphism, Single Nucleotide
/ Regulatory Sequences, Nucleic Acid - genetics
/ Science
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