DNA Methylation Profiles of Purified Cell Types in Bronchoalveolar Lavage: Applications for Mixed Cell Paediatric Pulmonary Studies.


Journal

Frontiers in immunology
ISSN: 1664-3224
Titre abrégé: Front Immunol
Pays: Switzerland
ID NLM: 101560960

Informations de publication

Date de publication:
2021
Historique:
received: 03 10 2021
accepted: 03 12 2021
entrez: 10 1 2022
pubmed: 11 1 2022
medline: 15 2 2022
Statut: epublish

Résumé

In epigenome-wide association studies analysing DNA methylation from samples containing multiple cell types, it is essential to adjust the analysis for cell type composition. One well established strategy for achieving this is reference-based cell type deconvolution, which relies on knowledge of the DNA methylation profiles of purified constituent cell types. These are then used to estimate the cell type proportions of each sample, which can then be incorporated to adjust the association analysis. Bronchoalveolar lavage is commonly used to sample the lung in clinical practice and contains a mixture of different cell types that can vary in proportion across samples, affecting the overall methylation profile. A current barrier to the use of bronchoalveolar lavage in DNA methylation-based research is the lack of reference DNA methylation profiles for each of the constituent cell types, thus making reference-based cell composition estimation difficult. Herein, we use bronchoalveolar lavage samples collected from children with cystic fibrosis to define DNA methylation profiles for the four most common and clinically relevant cell types: alveolar macrophages, granulocytes, lymphocytes and alveolar epithelial cells. We then demonstrate the use of these methylation profiles in conjunction with an established reference-based methylation deconvolution method to estimate the cell type composition of two different tissue types; a publicly available dataset derived from artificial blood-based cell mixtures and further bronchoalveolar lavage samples. The reference DNA methylation profiles developed in this work can be used for future reference-based cell type composition estimation of bronchoalveolar lavage. This will facilitate the use of this tissue in studies examining the role of DNA methylation in lung health and disease.

Identifiants

pubmed: 35003108
doi: 10.3389/fimmu.2021.788705
pmc: PMC8727592
doi:

Types de publication

Journal Article Observational Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

788705

Informations de copyright

Copyright © 2021 Shanthikumar, Neeland, Saffery, Ranganathan, Oshlack and Maksimovic.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Shivanthan Shanthikumar (S)

Respiratory and Sleep Medicine, Royal Children's Hospital, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Respiratory Diseases, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Melanie R Neeland (MR)

Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Molecular Immunity, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Richard Saffery (R)

Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Molecular Immunity, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Sarath C Ranganathan (SC)

Respiratory and Sleep Medicine, Royal Children's Hospital, Parkville, VIC, Australia.
Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Respiratory Diseases, Murdoch Children's Research Institute, Parkville, VIC, Australia.

Alicia Oshlack (A)

Computational Biology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia.
Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia.
School of BioScience, University of Melbourne, Parkville, VIC, Australia.

Jovana Maksimovic (J)

Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
Respiratory Diseases, Murdoch Children's Research Institute, Parkville, VIC, Australia.
Computational Biology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia.

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