DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity

被引:17
|
作者
Baca, Paulina [1 ]
Barajas-Olmos, Francisco [1 ]
Mirzaeicheshmeh, Elaheh [1 ]
Zerrweck, Carlos [2 ]
Guilbert, Lizbeth [3 ]
Carlos Sanchez, Ernesto [1 ]
Flores-Huacuja, Marlen [1 ]
Villafan, Rafael [1 ]
Martinez-Hernandez, Angelica [1 ]
Garcia-Ortiz, Humberto [1 ]
Contreras-Cubas, Cecilia [1 ]
Centeno-Cruz, Federico [1 ]
Orozco, Lorena [1 ]
机构
[1] Inst Nacl Med Genom SS, Immunogen & Metab Dis Lab, Mexico City, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Alta Especialidad Cirugia Bariatr, Fac Med, Mexico City, DF, Mexico
[3] Hosp Gen Tlahuac, Secretaria Salud CDMX, Clin Integral Obesidad, Mexico City, DF, Mexico
关键词
MICROARRAY; DYSFUNCTION; SITES; CELLS;
D O I
10.1038/s41387-022-00228-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND: Obesity is accompanied by excess adipose fat storage, which may lead to adipose dysfunction, insulin resistance, and type 2 diabetes (T2D). Currently, the tendency to develop T2D in obesity cannot be explained by genetic variation alone-epigenetic mechanisms, such as DNA methylation, might be involved. Here, we aimed to identify changes in DNA methylation and gene expression in visceral adipose tissue (VAT) that might underlie T2D susceptibility in patients with obesity. METHODS: We investigated DNA methylation and gene expression in VAT biopsies from 19 women with obesity, without (OND = 9) or with T2D (OD = 10). Differences in genome-scale methylation (differentially methylated CpGs [DMCs], false discovery rate < 0.05; and differentially methylated regions [DMRs], p value < 0.05) and gene expression (DEGs, p value < 0.05) between groups were assessed. We searched for overlap between altered methylation and expression and the impact of altered DNA methylation on gene expression, using bootstrap Pearson correlation. The relationship of altered DNA methylation to T2D-related traits was also tested. RESULTS: We identified 11 120 DMCs and 96 DMRs distributed across all chromosomes, with the greatest density of epigenomic alterations at the MHC locus. These alterations were found in newly and previously T2D-related genes. Several of these findings were supported by validation and extended multi-ethnic analyses. Of 252 DEGs in the OD group, 68 genes contained DMCs (n = 88), of which 24 demonstrated a significant relationship between gene expression and methylation (p values < 0.05). Of these, 16, including ATP11A, LPL and EHD2 also showed a significant correlation with fasting glucose and HbA1c levels. CONCLUSIONS: Our results revealed novel candidate genes related to T2D pathogenesis in obesity. These genes show perturbations in DNA methylation and expression profiles in patients with obesity and diabetes. Methylation profiles were able to discriminate OND from OD individuals; DNA methylation is thus a potential biomarker.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity
    Paulina Baca
    Francisco Barajas-Olmos
    Elaheh Mirzaeicheshmeh
    Carlos Zerrweck
    Lizbeth Guilbert
    Ernesto Carlos Sánchez
    Marlen Flores-Huacuja
    Rafael Villafán
    Angélica Martínez-Hernández
    Humberto García-Ortiz
    Cecilia Contreras-Cubas
    Federico Centeno-Cruz
    Lorena Orozco
    Nutrition & Diabetes, 12
  • [2] Early Changes in Adipose Tissue Morphology, Gene Expression, and Metabolism After RYGB in Patients With Obesity and T2D
    Katsogiannos, Petros
    Kamble, Prasad G.
    Boersma, Gretha J.
    Karlsson, F. Anders
    Lundkvist, Per
    Sundbom, Magnus
    Pereira, Maria J.
    Eriksson, Jan W.
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2019, 104 (07): : 2601 - 2613
  • [3] Comparison of visceral adipose tissue DNA methylation and gene expression profiles in female adolescents with obesity
    Barberio, Matthew D.
    Nadler, Evan P.
    Sevilla, Samantha
    Lu, Rosemary
    Harmon, Brennan
    Hubal, Monica J.
    DIABETOLOGY & METABOLIC SYNDROME, 2019, 11 (01):
  • [4] Comparison of visceral adipose tissue DNA methylation and gene expression profiles in female adolescents with obesity
    Matthew D. Barberio
    Evan P. Nadler
    Samantha Sevilla
    Rosemary Lu
    Brennan Harmon
    Monica J. Hubal
    Diabetology & Metabolic Syndrome, 11
  • [5] Mapping Genes near Type 2 Diabetes (T2D) Associated Loci as Expression Quantitative Trait Loci (eQTL) in Human Adipose and Muscle
    Elbein, Steven C.
    Gamazon, Eric R.
    Kern, Philip A.
    Rasouli, Neda
    Tikhomirov, Anna
    Cox, Nancy J.
    DIABETES, 2010, 59 : A55 - A55
  • [6] Type 2 Diabetes (T2D) Associated SNPs Regulate Gene Expression in Subcutaneous Adipose Tissue from Caucasian and African American Subjects
    Das, Swapan K.
    Sharma, Neeraj K.
    Langberg, Kurt A.
    Mondal, Ashis K.
    Elbein, Steven C.
    DIABETES, 2010, 59 : A332 - A332
  • [7] Meta-analysis of gene expression data in adipose tissue reveals new obesity associated genes
    Goutzelas, Yiannis
    Kontou, Panagiota
    Mamuris, Zissis
    Bagos, Pantelis
    Sarafidou, Theologia
    GENE, 2022, 818
  • [8] Visceral adipose tissue DNA methylation at dipeptidyl peptidase-4 gene locus is associated with gene expression and plasma lipid levels in severe obesity
    Turcot, Valerie
    Bouchard, Luigi
    Tchernof, Andre
    Deshaies, Yves
    Marceau, Simon
    Biron, Simon
    Lescelleur, Odette
    Berthio, Laurent
    Vohl, Marie-Claude
    FASEB JOURNAL, 2010, 24
  • [9] The role of adipose tissue dysfunction in hepatic insulin resistance and T2D
    Sancar, Gencer
    Birkenfeld, Andreas L.
    JOURNAL OF ENDOCRINOLOGY, 2024, 262 (03)
  • [10] The phenotype and related gene expressions of macrophages in adipose tissue of T2D mice following MSCs infusion
    Su, Wanlu
    Yin, Yaqi
    Cheng, Yu
    Yu, Songyan
    Hu, Ruofan
    Zhang, Haixia
    Hu, Jia
    Ren, Rui
    Zhang, Yue
    Zhao, Jian
    Wang, Anning
    Lyu, Zhaohui
    Mu, Yiming
    Gao, Jieqing
    IMMUNOBIOLOGY, 2024, 229 (02)