Literature DB >> 32928872

Integrative Analysis of Glucometabolic Traits, Adipose Tissue DNA Methylation, and Gene Expression Identifies Epigenetic Regulatory Mechanisms of Insulin Resistance and Obesity in African Americans.

Neeraj K Sharma1, Mary E Comeau2, Dennis Montoya3, Matteo Pellegrini3, Timothy D Howard4, Carl D Langefeld2, Swapan K Das5.   

Abstract

Decline in insulin sensitivity due to dysfunction of adipose tissue (AT) is one of the earliest pathogenic events in type 2 diabetes. We hypothesize that differential DNA methylation (DNAm) controls insulin sensitivity and obesity by modulating transcript expression in AT. Integrating AT DNAm profiles with transcript profile data measured in a cohort of 230 African Americans (AAs) from the African American Genetics of Metabolism and Expression cohort, we performed cis-expression quantitative trait methylation (cis-eQTM) analysis to identify epigenetic regulatory loci for glucometabolic trait-associated transcripts. We identified significantly associated cytosine-guanine dinucleotide regions for 82 transcripts (false discovery rate [FDR]-P < 0.05). The strongest eQTM locus was observed for the proopiomelanocortin (POMC; ρ = -0.632, P = 4.70 × 10-27) gene. Epigenome-wide association studies (EWAS) further identified 155, 46, and 168 cytosine-guanine dinucleotide regions associated (FDR-P < 0.05) with the Matsuda index, SI, and BMI, respectively. Intersection of EWAS, transcript level to trait association, and eQTM results, followed by causal inference test identified significant eQTM loci for 23 genes that were also associated with Matsuda index, SI, and/or BMI in EWAS. These associated genes include FERMT3, ITGAM, ITGAX, and POMC In summary, applying an integrative multiomics approach, our study provides evidence for DNAm-mediated regulation of gene expression at both previously identified and novel loci for many key AT transcripts influencing insulin resistance and obesity.
© 2020 by the American Diabetes Association.

Entities:  

Year:  2020        PMID: 32928872      PMCID: PMC7679782          DOI: 10.2337/db20-0117

Source DB:  PubMed          Journal:  Diabetes        ISSN: 0012-1797            Impact factor:   9.461


  49 in total

1.  Identification of genetic elements that autonomously determine DNA methylation states.

Authors:  Florian Lienert; Christiane Wirbelauer; Indrani Som; Ann Dean; Fabio Mohn; Dirk Schübeler
Journal:  Nat Genet       Date:  2011-10-02       Impact factor: 38.330

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.  Insulin action and resistance in obesity and type 2 diabetes.

Authors:  Michael P Czech
Journal:  Nat Med       Date:  2017-07-11       Impact factor: 53.440

4.  Altered DNA methylation and differential expression of genes influencing metabolism and inflammation in adipose tissue from subjects with type 2 diabetes.

Authors:  Emma Nilsson; Per Anders Jansson; Alexander Perfilyev; Petr Volkov; Maria Pedersen; Maria K Svensson; Pernille Poulsen; Rasmus Ribel-Madsen; Nancy L Pedersen; Peter Almgren; João Fadista; Tina Rönn; Bente Klarlund Pedersen; Camilla Scheele; Allan Vaag; Charlotte Ling
Journal:  Diabetes       Date:  2014-05-08       Impact factor: 9.461

5.  Genetics of gene expression and its effect on disease.

Authors:  Valur Emilsson; Gudmar Thorleifsson; Bin Zhang; Amy S Leonardson; Florian Zink; Jun Zhu; Sonia Carlson; Agnar Helgason; G Bragi Walters; Steinunn Gunnarsdottir; Magali Mouy; Valgerdur Steinthorsdottir; Gudrun H Eiriksdottir; Gyda Bjornsdottir; Inga Reynisdottir; Daniel Gudbjartsson; Anna Helgadottir; Aslaug Jonasdottir; Adalbjorg Jonasdottir; Unnur Styrkarsdottir; Solveig Gretarsdottir; Kristinn P Magnusson; Hreinn Stefansson; Ragnheidur Fossdal; Kristleifur Kristjansson; Hjortur G Gislason; Tryggvi Stefansson; Bjorn G Leifsson; Unnur Thorsteinsdottir; John R Lamb; Jeffrey R Gulcher; Marc L Reitman; Augustine Kong; Eric E Schadt; Kari Stefansson
Journal:  Nature       Date:  2008-03-16       Impact factor: 49.962

Review 6.  60 YEARS OF POMC: Biosynthesis, trafficking, and secretion of pro-opiomelanocortin-derived peptides.

Authors:  Niamh X Cawley; Zhaojin Li; Y Peng Loh
Journal:  J Mol Endocrinol       Date:  2016-02-15       Impact factor: 5.098

7.  Charting a dynamic DNA methylation landscape of the human genome.

Authors:  Michael J Ziller; Hongcang Gu; Fabian Müller; Julie Donaghey; Linus T-Y Tsai; Oliver Kohlbacher; Philip L De Jager; Evan D Rosen; David A Bennett; Bradley E Bernstein; Andreas Gnirke; Alexander Meissner
Journal:  Nature       Date:  2013-08-07       Impact factor: 49.962

8.  Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements.

Authors:  Weiwei Zhang; Tim D Spector; Panos Deloukas; Jordana T Bell; Barbara E Engelhardt
Journal:  Genome Biol       Date:  2015-01-24       Impact factor: 13.583

9.  Controlling bias and inflation in epigenome- and transcriptome-wide association studies using the empirical null distribution.

Authors:  Maarten van Iterson; Erik W van Zwet; Bastiaan T Heijmans
Journal:  Genome Biol       Date:  2017-01-27       Impact factor: 13.583

10.  Transcriptional Regulatory Mechanisms in Adipose and Muscle Tissue Associated with Composite Glucometabolic Phenotypes.

Authors:  Carl D Langefeld; Mary E Comeau; Neeraj K Sharma; Donald W Bowden; Barry I Freedman; Swapan K Das
Journal:  Obesity (Silver Spring)       Date:  2018-01-29       Impact factor: 5.002

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  3 in total

Review 1.  Epigenetics of type 2 diabetes mellitus and weight change - a tool for precision medicine?

Authors:  Charlotte Ling; Karl Bacos; Tina Rönn
Journal:  Nat Rev Endocrinol       Date:  2022-05-05       Impact factor: 47.564

2.  Adipose methylome integrative-omic analyses reveal genetic and dietary metabolic health drivers and insulin resistance classifiers.

Authors:  Colette Christiansen; Max Tomlinson; Melissa Eliot; Emma Nilsson; Ricardo Costeira; Yujing Xia; Sergio Villicaña; Olatz Mompeo; Philippa Wells; Juan Castillo-Fernandez; Louis Potier; Marie-Claude Vohl; Andre Tchernof; Julia El-Sayed Moustafa; Cristina Menni; Claire J Steves; Karl Kelsey; Charlotte Ling; Elin Grundberg; Kerrin S Small; Jordana T Bell
Journal:  Genome Med       Date:  2022-07-18       Impact factor: 15.266

Review 3.  Recent advances in neuropeptide-related omics and gene editing: Spotlight on NPY and somatostatin and their roles in growth and food intake of fish.

Authors:  Xiaozheng Yu; Haijun Yan; Wensheng Li
Journal:  Front Endocrinol (Lausanne)       Date:  2022-10-04       Impact factor: 6.055

  3 in total

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