Literature DB >> 28173150

Identification and validation of seven new loci showing differential DNA methylation related to serum lipid profile: an epigenome-wide approach. The REGICOR study.

S Sayols-Baixeras1,2, I Subirana1,3, C Lluis-Ganella1, F Civeira4, J Roquer5, A N Do6, D Absher7, A Cenarro4, D Muñoz8, C Soriano-Tárraga5, J Jiménez-Conde5, J M Ordovas9, M Senti10, S Aslibekyan6, J Marrugat1, D K Arnett11, R Elosua1.   

Abstract

Lipid traits (total, low-density and high-density lipoprotein cholesterol, and triglycerides) are risk factors for cardiovascular disease. DNA methylation is not only an inherited but also modifiable epigenetic mark that has been related to cardiovascular risk factors. Our aim was to identify loci showing differential DNA methylation related to serum lipid levels. Blood DNA methylation was assessed using the Illumina Human Methylation 450 BeadChip. A two-stage epigenome-wide association study was performed, with a discovery sample in the REGICOR study (n = 645) and validation in the Framingham Offspring Study (n = 2,542). Fourteen CpG sites located in nine genes (SREBF1, SREBF2, PHOSPHO1, SYNGAP1, ABCG1, CPT1A, MYLIP, TXNIP and SLC7A11) and 2 intergenic regions showed differential methylation in association with lipid traits. Six of these genes and 1 intergenic region were new discoveries showing differential methylation related to total cholesterol (SREBF2), HDL-cholesterol (PHOSPHO1, SYNGAP1 and an intergenic region in chromosome 2) and triglycerides (MYLIP, TXNIP and SLC7A11). These CpGs explained 0.7%, 9.5% and 18.9% of the variability of total cholesterol, HDL cholesterol and triglycerides in the Framingham Offspring Study, respectively. The expression of the genes SREBF2 and SREBF1 was inversely associated with methylation of their corresponding CpGs (P-value = 0.0042 and 0.0045, respectively) in participants of the GOLDN study (n = 98). In turn, SREBF1 expression was directly associated with HDL cholesterol (P-value = 0.0429). Genetic variants in SREBF1, PHOSPHO1, ABCG1 and CPT1A were also associated with lipid profile. Further research is warranted to functionally validate these new loci and assess the causality of new and established associations between these differentially methylated loci and lipid metabolism.

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Year:  2016        PMID: 28173150      PMCID: PMC6284258          DOI: 10.1093/hmg/ddw285

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  51 in total

1.  Considerations for normalization of DNA methylation data by Illumina 450K BeadChip assay in population studies.

Authors:  Paul Yousefi; Karen Huen; Raul Aguilar Schall; Anna Decker; Emon Elboudwarej; Hong Quach; Lisa Barcellos; Nina Holland
Journal:  Epigenetics       Date:  2013-08-19       Impact factor: 4.528

2.  Epigenome-wide association study (EWAS) of BMI, BMI change and waist circumference in African American adults identifies multiple replicated loci.

Authors:  Ellen W Demerath; Weihua Guan; Megan L Grove; Stella Aslibekyan; Michael Mendelson; Yi-Hui Zhou; Åsa K Hedman; Johanna K Sandling; Li-An Li; Marguerite R Irvin; Degui Zhi; Panos Deloukas; Liming Liang; Chunyu Liu; Jan Bressler; Tim D Spector; Kari North; Yun Li; Devin M Absher; Daniel Levy; Donna K Arnett; Myriam Fornage; James S Pankow; Eric Boerwinkle
Journal:  Hum Mol Genet       Date:  2015-05-01       Impact factor: 6.150

Review 3.  [Cardiovascular risk factors. Insights from Framingham Heart Study].

Authors:  Christopher J O'Donnell; Roberto Elosua
Journal:  Rev Esp Cardiol       Date:  2008-03       Impact factor: 4.753

4.  Independent surrogate variable analysis to deconvolve confounding factors in large-scale microarray profiling studies.

Authors:  Andrew E Teschendorff; Joanna Zhuang; Martin Widschwendter
Journal:  Bioinformatics       Date:  2011-04-06       Impact factor: 6.937

5.  Type 2 diabetes and leucocyte DNA methylation: an epigenome-wide association study in over 1,500 older adults.

Authors:  Ines Florath; Katja Butterbach; Jonathan Heiss; Melanie Bewerunge-Hudler; Yan Zhang; Ben Schöttker; Hermann Brenner
Journal:  Diabetologia       Date:  2015-10-03       Impact factor: 10.122

6.  ABCA1 gene promoter DNA methylation is associated with HDL particle profile and coronary artery disease in familial hypercholesterolemia.

Authors:  Simon-Pierre Guay; Diane Brisson; Johannie Munger; Benoit Lamarche; Daniel Gaudet; Luigi Bouchard
Journal:  Epigenetics       Date:  2012-05-01       Impact factor: 4.528

7.  Epigenome-wide association study identifies TXNIP gene associated with type 2 diabetes mellitus and sustained hyperglycemia.

Authors:  Carolina Soriano-Tárraga; Jordi Jiménez-Conde; Eva Giralt-Steinhauer; Marina Mola-Caminal; Rosa M Vivanco-Hidalgo; Angel Ois; Ana Rodríguez-Campello; Elisa Cuadrado-Godia; Sergi Sayols-Baixeras; Roberto Elosua; Jaume Roquer
Journal:  Hum Mol Genet       Date:  2015-12-07       Impact factor: 6.150

Review 8.  Role of bone-type tissue-nonspecific alkaline phosphatase and PHOSPO1 in vascular calcification.

Authors:  Yuri V Bobryshev; Alexander N Orekhov; Igor Sobenin; Dimitry A Chistiakov
Journal:  Curr Pharm Des       Date:  2014       Impact factor: 3.116

9.  Atorvastatin Reduces Circulating Osteoprogenitor Cells and T-Cell RANKL Expression in Osteoporotic Women: Implications for the Bone-Vascular Axis.

Authors:  Marcello Rattazzi; Elisabetta Faggin; Roberta Buso; Roberto Di Virgilio; Massimo Puato; Mario Plebani; Martina Zaninotto; Tiziana Palmosi; Elisa Bertacco; Gian Paolo Fadini; Paolo Pauletto
Journal:  Cardiovasc Ther       Date:  2016-02       Impact factor: 3.023

10.  HTSeq--a Python framework to work with high-throughput sequencing data.

Authors:  Simon Anders; Paul Theodor Pyl; Wolfgang Huber
Journal:  Bioinformatics       Date:  2014-09-25       Impact factor: 6.937

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  40 in total

1.  The State of Cardiovascular Genomics: Abundant Data, Limited Information.

Authors:  Stella Aslibekyan; Edward A Ruiz-Narváez
Journal:  Rev Esp Cardiol (Engl Ed)       Date:  2017-04-08

Review 2.  High-Density Lipoprotein Function in Cardiovascular Disease and Diabetes Mellitus.

Authors:  Yi He; Vishal Kothari; Karin E Bornfeldt
Journal:  Arterioscler Thromb Vasc Biol       Date:  2018-02       Impact factor: 8.311

Review 3.  Recent Advances in Human Genetics and Epigenetics of Adiposity: Pathway to Precision Medicine?

Authors:  Tove Fall; Michael Mendelson; Elizabeth K Speliotes
Journal:  Gastroenterology       Date:  2017-02-15       Impact factor: 22.682

4.  DNA methylation and obesity traits: An epigenome-wide association study. The REGICOR study.

Authors:  Sergi Sayols-Baixeras; Isaac Subirana; Alba Fernández-Sanlés; Mariano Sentí; Carla Lluís-Ganella; Jaume Marrugat; Roberto Elosua
Journal:  Epigenetics       Date:  2017-11-27       Impact factor: 4.528

5.  Early pregnancy dyslipidemia is associated with placental DNA methylation at loci relevant for cardiometabolic diseases.

Authors:  Marion Ouidir; Xuehuo Zeng; Tsegaselassie Workalemahu; Deepika Shrestha; Katherine L Grantz; Pauline Mendola; Cuilin Zhang; Fasil Tekola-Ayele
Journal:  Epigenomics       Date:  2020-07-17       Impact factor: 4.778

6.  Body Mass Index Drives Changes in DNA Methylation: A Longitudinal Study.

Authors:  Dianjianyi Sun; Tao Zhang; Shaoyong Su; Guang Hao; Tao Chen; Quan-Zhen Li; Lydia Bazzano; Jiang He; Xiaoling Wang; Shengxu Li; Wei Chen
Journal:  Circ Res       Date:  2019-09-12       Impact factor: 17.367

7.  Detecting differentially methylated regions with multiple distinct associations.

Authors:  Samantha Lent; Andres Cardenas; Sheryl L Rifas-Shiman; Patrice Perron; Luigi Bouchard; Ching-Ti Liu; Marie-France Hivert; Josée Dupuis
Journal:  Epigenomics       Date:  2021-03-01       Impact factor: 4.778

8.  Carbohydrate and fat intake associated with risk of metabolic diseases through epigenetics of CPT1A.

Authors:  Chao-Qiang Lai; Laurence D Parnell; Caren E Smith; Tao Guo; Sergi Sayols-Baixeras; Stella Aslibekyan; Hemant K Tiwari; Marguerite R Irvin; Carl Bender; David Fei; Bertha Hidalgo; Paul N Hopkins; Devin M Absher; Michael A Province; Roberto Elosua; Donna K Arnett; Jose M Ordovas
Journal:  Am J Clin Nutr       Date:  2020-11-11       Impact factor: 7.045

9.  A multi-ethnic epigenome-wide association study of leukocyte DNA methylation and blood lipids.

Authors:  Min-A Jhun; Michael Mendelson; Rory Wilson; Rahul Gondalia; Roby Joehanes; Elias Salfati; Xiaoping Zhao; Kim Valeska Emilie Braun; Anh Nguyet Do; Åsa K Hedman; Tao Zhang; Elena Carnero-Montoro; Jincheng Shen; Traci M Bartz; Jennifer A Brody; May E Montasser; Jeff R O'Connell; Chen Yao; Rui Xia; Eric Boerwinkle; Megan Grove; Weihua Guan; Pfeiffer Liliane; Paula Singmann; Martina Müller-Nurasyid; Thomas Meitinger; Christian Gieger; Annette Peters; Wei Zhao; Erin B Ware; Jennifer A Smith; Klodian Dhana; Joyce van Meurs; Andre Uitterlinden; Mohammad Arfan Ikram; Mohsen Ghanbari; Deugi Zhi; Stefan Gustafsson; Lars Lind; Shengxu Li; Dianjianyi Sun; Tim D Spector; Yii-der Ida Chen; Coleen Damcott; Alan R Shuldiner; Devin M Absher; Steve Horvath; Philip S Tsao; Sharon Kardia; Bruce M Psaty; Nona Sotoodehnia; Jordana T Bell; Erik Ingelsson; Wei Chen; Abbas Dehghan; Donna K Arnett; Melanie Waldenberger; Lifang Hou; Eric A Whitsel; Andrea Baccarelli; Daniel Levy; Myriam Fornage; Marguerite R Irvin; Themistocles L Assimes
Journal:  Nat Commun       Date:  2021-06-28       Impact factor: 17.694

10.  Physical Activity and Genome-wide DNA Methylation: The REgistre GIroní del COR Study.

Authors:  Alba Fernández-Sanlés; Sergi Sayols-Baixeras; Manuel Castro DE Moura; Manel Esteller; Isaac Subirana; Sebastián Torres-Cuevas; Silvia Pérez-Fernández; Stella Aslibekyan; Jaume Marrugat; Roberto Elosua
Journal:  Med Sci Sports Exerc       Date:  2020-03
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