Epigenome-wide association study of systemic effects of obesity susceptibility in human twins

被引:3
作者
Duncan, Glen E. [1 ]
Avery, Ally [1 ]
Maamar, Millissia Ben [2 ]
Nilsson, Eric E. [2 ]
Beck, Daniel [2 ]
Skinner, Michael K. [2 ]
机构
[1] Washington State Univ, Elson S Floyd Coll Med, Dept Nutr & Exercise Physiol, Spokane, WA USA
[2] Washington State Univ, Ctr Reprod Biol, Sch Biol Sci, Pullman, WA USA
关键词
Twin; epigenetics; obesity; DNA methylation; WGCNA; EWAS; EPIGENETIC TRANSGENERATIONAL INHERITANCE; GENES;
D O I
10.1080/15592294.2023.2268834
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The current study was designed to use an epigenome-wide association approach (EWAS) to identify potential systemic DNA methylation alterations that are associated with obesity using 22 discordant twin pairs. Buccal cells (from a cheek swab) were used as a non-obesity relevant purified marker cell for the epigenetic analysis. Analysis of differential DNA methylation regions (DMRs) was used to identify epigenetic associations with metabolic and dietary measures related to obesity with discordant twins. An edgeR analysis provided a DMR signature with p < 1e-04, but statistical significance was reduced due to low sample size and known multiple origins of obesity. A weighted gene coexpression network analysis (WGCNA) was performed and identified modules (p < 0.005) of epigenetic sites that correlated with different metabolic and dietary measures. The DMR and WGCNA epigenetic sites were near genes (e.g., CIDEC, SPP1, ZFPG9, and POMC) with previously identified obesity associated pathways (e.g., metabolism, cholesterol, and fat digestion). Observations demonstrate the feasibility of identifying systemic epigenetic biomarkers for obesity, which can be further investigated for clinical relevance in future research with larger sample sizes. The availability of a systemic epigenetic biomarker for obesity susceptibility may facilitate preventative medicine and clinical management of the disease early in life.
引用
收藏
页数:18
相关论文
共 50 条
[31]   Epigenome-wide association study of dietary fatty acid intake [J].
de Luna, Julia Lange ;
Nounu, Aayah ;
Neumeyer, Sonja ;
Sinke, Lucy ;
Wilson, Rory ;
Hellbach, Fabian ;
Matias-Garcia, Pamela R. ;
Delerue, Thomas ;
Winkelmann, Juliane ;
Peters, Annette ;
Thorand, Barbara ;
Beekman, Marian ;
Heijmans, Bastiaan T. ;
Slagboom, Eline ;
Gieger, Christian ;
Linseisen, Jakob ;
Waldenberger, Melanie .
CLINICAL EPIGENETICS, 2024, 16 (01)
[32]   DNA methylation and stroke prognosis: an epigenome-wide association study [J].
Jimenez-Balado, Joan ;
Fernandez-Perez, Isabel ;
Gallego-Fabrega, Cristina ;
Lazcano, Uxue ;
Soriano-Tarraga, Carolina ;
Vallverdu-Prats, Marta ;
Mola-Caminal, Marina ;
Rey-Alvarez, Lucia ;
Macias-Gomez, Adria ;
Suarez-Perez, Antoni ;
Giralt-Steinhauer, Eva ;
Rodriguez-Campello, Ana ;
Cuadrado-Godia, Elisa ;
Ois, Angel ;
Esteller, Manel ;
Roquer, Jaume ;
Fernandez-Cadenas, Israel ;
Jimenez-Conde, Jordi .
CLINICAL EPIGENETICS, 2024, 16 (01)
[33]   Epigenome-Wide Association Study of CpG Methylation in Aggressive Behavior [J].
Borinskaya, S. A. ;
Rubanovich, A., V ;
Larin, A. K. ;
Kazantseva, A., V ;
Davydova, Yu D. ;
Generozov, E., V ;
Khusnutdinova, E. K. ;
Yankovsky, N. K. .
RUSSIAN JOURNAL OF GENETICS, 2021, 57 (12) :1454-1460
[34]   A longitudinal epigenome-wide association study of preeclamptic and normotensive pregnancy [J].
Shuwei Liu ;
Haoyi Fu ;
Mitali Ray ;
Lacey W. Heinsberg ;
Yvette P. Conley ;
Cindy M. Anderson ;
Carl A. Hubel ;
James M. Roberts ;
Arun Jeyabalan ;
Daniel E. Weeks ;
Mandy J. Schmella .
Epigenetics Communications, 3 (1)
[35]   Epigenome-wide association study of DNA methylation in panic disorder [J].
Shimada-Sugimoto, Mihoko ;
Otowa, Takeshi ;
Miyagawa, Taku ;
Umekage, Tadashi ;
Kawamura, Yoshiya ;
Bundo, Miki ;
Iwamoto, Kazuya ;
Tochigi, Mamoru ;
Kasai, Kiyoto ;
Kaiya, Hisanobu ;
Tanii, Hisashi ;
Okazaki, Yuji ;
Tokunaga, Katsushi ;
Sasaki, Tsukasa .
CLINICAL EPIGENETICS, 2017, 9
[36]   Epigenome-wide association study of serum folate in maternal peripheral blood leukocytes [J].
Fragoso-Bargas, Nicolas ;
Page, Christian M. ;
Joubert, Bonnie R. ;
London, Stephanie J. ;
Lee-Odegard, Sindre ;
Opsahl, Julia O. ;
Sletner, Line ;
Jenum, Anne K. ;
Qvigstad, Elisabeth ;
Prasad, Rashmi B. ;
Moen, Gunn-Helen ;
Birkeland, Kare, I ;
Sommer, Christine .
EPIGENOMICS, 2023, 15 (01) :39-52
[37]   Epigenome-wide association study identifies DNA methylation loci associated with handgrip strength in Chinese monozygotic twins [J].
Luo, Jia ;
Wang, Weijing ;
Li, Jingxian ;
Duan, Haiping ;
Xu, Chunsheng ;
Tian, Xiaocao ;
Zhang, Dongfeng .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2024, 12
[38]   Epigenome-Wide Association Studies (EWAS) in Cancer [J].
Verma, Mukesh .
CURRENT GENOMICS, 2012, 13 (04) :308-313
[39]   Epigenome-Wide DNA Methylation Analysis of Monozygotic Twins Discordant for Diurnal Preference [J].
Wong, Chloe C. Y. ;
Parsons, Michael J. ;
Lester, Kathryn J. ;
Burrage, Joe ;
Eley, Thalia C. ;
Mill, Jonathan ;
Dempster, Emma L. ;
Gregory, Alice M. .
TWIN RESEARCH AND HUMAN GENETICS, 2015, 18 (06) :662-669
[40]   Epigenome-wide association study of adiposity and future risk of obesity-related diseases [J].
Campanella, Gianluca ;
Gunter, Marc J. ;
Polidoro, Silvia ;
Krogh, Vittorio ;
Palli, Domenico ;
Panico, Salvatore ;
Sacerdote, Carlotta ;
Tumino, Rosario ;
Fiorito, Giovanni ;
Guarrera, Simonetta ;
Iacoviello, Licia ;
Bergdahl, Ingvar A. ;
Melin, Beatrice ;
Lenner, Per ;
de Kok, Theo M. C. M. ;
Georgiadis, Panagiotis ;
Kleinjans, Jos C. S. ;
Kyrtopoulos, Soterios A. ;
Bueno-de-Mesquita, H. Bas ;
Lillycrop, Karen A. ;
May, Anne M. ;
Onland-Moret, N. Charlotte ;
Murray, Robert ;
Riboli, Elio ;
Verschuren, Monique ;
Lund, Eiliv ;
Mode, Nicolle ;
Sandanger, Torkjel M. ;
Fiano, Valentina ;
Trevisan, Morena ;
Matullo, Giuseppe ;
Froguel, Philippe ;
Elliott, Paul ;
Vineis, Paolo ;
Chadeau-Hyam, Marc .
INTERNATIONAL JOURNAL OF OBESITY, 2018, 42 (12) :2022-2035