Literature DB >> 31433079

Leveraging cell-specific differentially methylated regions to identify leukocyte infiltration in adipose tissue.

Su H Chu1,2,3, Karl T Kelsey1,4, Devin C Koestler5, Eric B Loucks1, Yen-Tsung Huang1,6,7.   

Abstract

Obesity is understood to be an inflammatory condition characterized in part by changes in resident immune cell populations in adipose tissue. However, much of this knowledge has been obtained through experimental animal models. Epigenetic mechanisms, such as DNA methylation may be useful tools for characterizing the changes in immune cell populations in human subjects. In this study, we introduce a simple and intuitive method for assessing cellular infiltration by blood into other heterogeneous, admixed tissues such as adipose tissue, and apply this approach in a large human cohort study. Associations between higher leukocyte infiltration, measured by evaluating a distance measure between the methylation signatures of leukocytes and adipose tissue, and increasing body mass index (BMI) or android fat mass (AFM) were identified and validated in independent replication samples for CD4 (pBMI  = 0.009, pAFM  = 0.020), monocytes (pBMI  = 0.001, pAFM  = 4.3 × 10-4 ), and dendritic cells (pBMI  = 0.571, pAFM  = 0.012). Patterns of depletion with increasing adiposity were observed for plasma B (pBMI  = 0.430, pAFM  = 0.004) and immature B (pBMI  = 0.022, pAFM  = 0.042) cells. CD4, dendritic, monocytes, immature B, and plasma B cells may be important agents in the inflammatory process. Finally, the method used to assess leukocyte infiltration in this study is straightforwardly extended to other cell types and tissues in which infiltration might be of interest.
© 2019 Wiley Periodicals, Inc.

Entities:  

Keywords:  DNA methylation; adipose tissue; cellular admixture; epigenetics; leukocyte infiltration; methylation signatures

Mesh:

Year:  2019        PMID: 31433079      PMCID: PMC6829028          DOI: 10.1002/gepi.22252

Source DB:  PubMed          Journal:  Genet Epidemiol        ISSN: 0741-0395            Impact factor:   2.135


  45 in total

1.  Unexpected trafficking of immune cells within the adipose tissue during the onset of obesity.

Authors:  Carine Duffaut; Jean Galitzky; Max Lafontan; Anne Bouloumié
Journal:  Biochem Biophys Res Commun       Date:  2009-05-05       Impact factor: 3.575

2.  Adipose Natural Regulatory B Cells Negatively Control Adipose Tissue Inflammation.

Authors:  Satoshi Nishimura; Ichiro Manabe; Satoshi Takaki; Mika Nagasaki; Makoto Otsu; Hiroshi Yamashita; Junichi Sugita; Kotaro Yoshimura; Koji Eto; Issei Komuro; Takashi Kadowaki; Ryozo Nagai
Journal:  Cell Metab       Date:  2013-10-24       Impact factor: 27.287

3.  Enlarged leukocyte referent libraries can explain additional variance in blood-based epigenome-wide association studies.

Authors:  Stephanie Kim; Melissa Eliot; Devin C Koestler; Eugene A Houseman; James G Wetmur; John K Wiencke; Karl T Kelsey
Journal:  Epigenomics       Date:  2016-08-16       Impact factor: 4.778

4.  Obesity activates a program of lysosomal-dependent lipid metabolism in adipose tissue macrophages independently of classic activation.

Authors:  Xiaoyuan Xu; Ambar Grijalva; Alicja Skowronski; Marco van Eijk; Mireille J Serlie; Anthony W Ferrante
Journal:  Cell Metab       Date:  2013-12-03       Impact factor: 27.287

5.  Early origins of inflammation: An examination of prenatal and childhood social adversity in a prospective cohort study.

Authors:  Natalie Slopen; Eric B Loucks; Allison A Appleton; Ichiro Kawachi; Laura D Kubzansky; Amy L Non; Stephen Buka; Stephen E Gilman
Journal:  Psychoneuroendocrinology       Date:  2014-10-25       Impact factor: 4.905

Review 6.  Adipose tissue as an immunological organ.

Authors:  Ryan W Grant; Vishwa Deep Dixit
Journal:  Obesity (Silver Spring)       Date:  2015-01-22       Impact factor: 5.002

7.  DNA methylation and gene expression patterns in adipose tissue differ significantly within young adult monozygotic BMI-discordant twin pairs.

Authors:  K H Pietiläinen; K Ismail; E Järvinen; S Heinonen; M Tummers; S Bollepalli; R Lyle; M Muniandy; E Moilanen; A Hakkarainen; J Lundbom; N Lundbom; A Rissanen; J Kaprio; M Ollikainen
Journal:  Int J Obes (Lond)       Date:  2015-10-26       Impact factor: 5.095

Review 8.  Macrophages, immunity, and metabolic disease.

Authors:  Joanne C McNelis; Jerrold M Olefsky
Journal:  Immunity       Date:  2014-07-17       Impact factor: 31.745

9.  A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data.

Authors:  Andrew E Teschendorff; Francesco Marabita; Matthias Lechner; Thomas Bartlett; Jesper Tegner; David Gomez-Cabrero; Stephan Beck
Journal:  Bioinformatics       Date:  2012-11-21       Impact factor: 6.937

10.  DNA methylation arrays as surrogate measures of cell mixture distribution.

Authors:  Eugene Andres Houseman; William P Accomando; Devin C Koestler; Brock C Christensen; Carmen J Marsit; Heather H Nelson; John K Wiencke; Karl T Kelsey
Journal:  BMC Bioinformatics       Date:  2012-05-08       Impact factor: 3.169

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  1 in total

Review 1.  Omics Approaches in Adipose Tissue and Skeletal Muscle Addressing the Role of Extracellular Matrix in Obesity and Metabolic Dysfunction.

Authors:  Augusto Anguita-Ruiz; Mireia Bustos-Aibar; Julio Plaza-Díaz; Andrea Mendez-Gutierrez; Jesús Alcalá-Fdez; Concepción María Aguilera; Francisco Javier Ruiz-Ojeda
Journal:  Int J Mol Sci       Date:  2021-03-09       Impact factor: 5.923

  1 in total

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