Literature DB >> 33588693

Saliva cell type DNA methylation reference panel for epidemiological studies in children.

Lauren Y M Middleton1,2, John Dou1, Jonah Fisher3, Jonathan A Heiss4, Vy K Nguyen2,5, Allan C Just4, Jessica Faul3, Erin B Ware3,6, Colter Mitchell3,6, Justin A Colacino2,7,8,9, Kelly M Bakulski1.   

Abstract

Saliva is a widely used biological sample, especially in pediatric research, containing a heterogenous mixture of immune and epithelial cells. Associations of exposure or disease with saliva DNA methylation can be influenced by cell-type proportions. Here, we developed a saliva cell-type DNA methylation reference panel to estimate interindividual cell-type heterogeneity in whole saliva studies. Saliva was collected from 22 children (7-16 years) and sorted into immune and epithelial cells, using size exclusion filtration and magnetic bead sorting. DNA methylation was measured using the Illumina MethylationEPIC BeadChip. We assessed cell-type differences in DNA methylation profiles and tested for enriched biological pathways. Immune and epithelial cells differed at 181,577 (22.8%) DNA methylation sites (t-test p < 6.28 × 10-8). Immune cell hypomethylated sites are mapped to genes enriched for immune pathways (p < 3.2 × 10-5). Epithelial cell hypomethylated sites were enriched for cornification (p = 5.2 × 10-4), a key process for hard palette formation. Saliva immune and epithelial cells have distinct DNA methylation profiles which can drive whole-saliva DNA methylation measures. A primary saliva DNA methylation reference panel, easily implemented with an R package, will allow estimates of cell proportions from whole saliva samples and improve epigenetic epidemiology studies by accounting for measurement heterogeneity by cell-type proportions.

Entities:  

Keywords:  DNA methylation; cell type reference; cellular heterogeneity; epigenetics; saliva

Mesh:

Year:  2021        PMID: 33588693      PMCID: PMC8865319          DOI: 10.1080/15592294.2021.1890874

Source DB:  PubMed          Journal:  Epigenetics        ISSN: 1559-2294            Impact factor:   4.528


  44 in total

Review 1.  The history of cancer epigenetics.

Authors:  Andrew P Feinberg; Benjamin Tycko
Journal:  Nat Rev Cancer       Date:  2004-02       Impact factor: 60.716

Review 2.  Cell death by cornification.

Authors:  Leopold Eckhart; Saskia Lippens; Erwin Tschachler; Wim Declercq
Journal:  Biochim Biophys Acta       Date:  2013-06-20

3.  DNA methylation of cord blood cell types: Applications for mixed cell birth studies.

Authors:  Kelly M Bakulski; Jason I Feinberg; Shan V Andrews; Jack Yang; Shannon Brown; Stephanie L McKenney; Frank Witter; Jeremy Walston; Andrew P Feinberg; M Daniele Fallin
Journal:  Epigenetics       Date:  2016-03-28       Impact factor: 4.528

4.  Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.

Authors:  Sean K Maden; Reid F Thompson; Kasper D Hansen; Abhinav Nellore
Journal:  NAR Genom Bioinform       Date:  2021-04-22

Review 5.  Aging, cancer and nutrition: the DNA methylation connection.

Authors:  Liang Liu; Rebecca C Wylie; Lucy G Andrews; Trygve O Tollefsbol
Journal:  Mech Ageing Dev       Date:  2003-12       Impact factor: 5.432

6.  The Salivary Gland Acts as a Sink for Tissue-Resident Memory CD8(+) T Cells, Facilitating Protection from Local Cytomegalovirus Infection.

Authors:  Jenny Tosca Thom; Thomas Christian Weber; Senta Maria Walton; Nicole Torti; Annette Oxenius
Journal:  Cell Rep       Date:  2015-10-29       Impact factor: 9.423

7.  The Encyclopedia of DNA elements (ENCODE): data portal update.

Authors:  Carrie A Davis; Benjamin C Hitz; Cricket A Sloan; Esther T Chan; Jean M Davidson; Idan Gabdank; Jason A Hilton; Kriti Jain; Ulugbek K Baymuradov; Aditi K Narayanan; Kathrina C Onate; Keenan Graham; Stuart R Miyasato; Timothy R Dreszer; J Seth Strattan; Otto Jolanki; Forrest Y Tanaka; J Michael Cherry
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

8.  Identification of differentially methylated cell types in epigenome-wide association studies.

Authors:  Shijie C Zheng; Charles E Breeze; Stephan Beck; Andrew E Teschendorff
Journal:  Nat Methods       Date:  2018-11-30       Impact factor: 28.547

Review 9.  Oral Mucosal Epithelial Cells.

Authors:  Sabine Groeger; Joerg Meyle
Journal:  Front Immunol       Date:  2019-02-14       Impact factor: 7.561

10.  An integrated encyclopedia of DNA elements in the human genome.

Authors: 
Journal:  Nature       Date:  2012-09-06       Impact factor: 49.962

View more
  3 in total

1.  Prenatal Particulate Matter Exposure Is Associated with Saliva DNA Methylation at Age 15: Applying Cumulative DNA Methylation Scores as an Exposure Biomarker.

Authors:  Kelly M Bakulski; Jonah D Fisher; John F Dou; Arianna Gard; Lisa Schneper; Daniel A Notterman; Erin B Ware; Colter Mitchell
Journal:  Toxics       Date:  2021-10-13

Review 2.  Prenatal Maternal Smoke, DNA Methylation, and Multi-omics of Tissues and Child Health.

Authors:  Marta Cosin-Tomas; Ariadna Cilleros-Portet; Sofía Aguilar-Lacasaña; Nora Fernandez-Jimenez; Mariona Bustamante
Journal:  Curr Environ Health Rep       Date:  2022-06-07

3.  The shared mother-child epigenetic signature of neglect is related to maternal adverse events.

Authors:  Inmaculada León; Silvia Herrero Roldán; María José Rodrigo; Maykel López Rodríguez; Jonah Fisher; Colter Mitchell; Agustín Lage-Castellanos
Journal:  Front Physiol       Date:  2022-08-24       Impact factor: 4.755

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.