Cargando…

Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types

Accounting for cellular heterogeneity is essential in neonatal epigenome-wide association studies (EWAS) performed on heterogeneous tissues, such as umbilical cord tissue (CT) or cord blood (CB). Using a reference-panel-based statistical approach, the cell type composition of heterogeneous tissues c...

Descripción completa

Detalles Bibliográficos
Autores principales: Lin, Xinyi, Tan, Jane Yi Lin, Teh, Ai Ling, Lim, Ives Yubin, Liew, Samantha J, MacIsaac, Julia L, Chong, Yap Seng, Gluckman, Peter D, Kobor, Michael S, Cheong, Clara Yujing, Karnani, Neerja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284779/
https://www.ncbi.nlm.nih.gov/pubmed/30232931
http://dx.doi.org/10.1080/15592294.2018.1522929
_version_ 1783379373925072896
author Lin, Xinyi
Tan, Jane Yi Lin
Teh, Ai Ling
Lim, Ives Yubin
Liew, Samantha J
MacIsaac, Julia L
Chong, Yap Seng
Gluckman, Peter D
Kobor, Michael S
Cheong, Clara Yujing
Karnani, Neerja
author_facet Lin, Xinyi
Tan, Jane Yi Lin
Teh, Ai Ling
Lim, Ives Yubin
Liew, Samantha J
MacIsaac, Julia L
Chong, Yap Seng
Gluckman, Peter D
Kobor, Michael S
Cheong, Clara Yujing
Karnani, Neerja
author_sort Lin, Xinyi
collection PubMed
description Accounting for cellular heterogeneity is essential in neonatal epigenome-wide association studies (EWAS) performed on heterogeneous tissues, such as umbilical cord tissue (CT) or cord blood (CB). Using a reference-panel-based statistical approach, the cell type composition of heterogeneous tissues can be estimated by comparison of whole tissue DNA methylation profiles with cell type-specific DNA methylation signatures. Currently, there is no adequate DNA methylation reference panel for CT, and existing CB panels have been generated on lower coverage Infinium HumanMethylation450 arrays. In this study, we generate a reference panel for CT and improve available CB panels by using the higher coverage Infinium MethylationEPIC arrays. We performed DNA methylation profiling of 9 cell types isolated from CT and CB samples from 14 neonates. In addition to these cell types, we profiled DNA methylation of unfractionated CT and CB. Cell type composition of these unfractionated tissue samples, as estimated by our reference panels, was in agreement with that obtained by flow cytometry. Expectedly, DNA methylation profiles from CT and CB were distinct, reflecting their mesenchymal and hematopoietic stem cell origins. Variable CpGs from both unfractionated CT and its isolated cell types were more likely to be located in open seas and intronic regions than those in CB. Cell type specific CpGs in CT were enriched in intercellular matrix pathways, while those from CB were enriched in immune-related pathways. This study provides an open source reference panel for estimation and adjustment of cellular heterogeneity in CT and CB, and broadens the scope of tissue utilization assessed in future neonatal EWAS studies.
format Online
Article
Text
id pubmed-6284779
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-62847792018-12-10 Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types Lin, Xinyi Tan, Jane Yi Lin Teh, Ai Ling Lim, Ives Yubin Liew, Samantha J MacIsaac, Julia L Chong, Yap Seng Gluckman, Peter D Kobor, Michael S Cheong, Clara Yujing Karnani, Neerja Epigenetics Research Paper Accounting for cellular heterogeneity is essential in neonatal epigenome-wide association studies (EWAS) performed on heterogeneous tissues, such as umbilical cord tissue (CT) or cord blood (CB). Using a reference-panel-based statistical approach, the cell type composition of heterogeneous tissues can be estimated by comparison of whole tissue DNA methylation profiles with cell type-specific DNA methylation signatures. Currently, there is no adequate DNA methylation reference panel for CT, and existing CB panels have been generated on lower coverage Infinium HumanMethylation450 arrays. In this study, we generate a reference panel for CT and improve available CB panels by using the higher coverage Infinium MethylationEPIC arrays. We performed DNA methylation profiling of 9 cell types isolated from CT and CB samples from 14 neonates. In addition to these cell types, we profiled DNA methylation of unfractionated CT and CB. Cell type composition of these unfractionated tissue samples, as estimated by our reference panels, was in agreement with that obtained by flow cytometry. Expectedly, DNA methylation profiles from CT and CB were distinct, reflecting their mesenchymal and hematopoietic stem cell origins. Variable CpGs from both unfractionated CT and its isolated cell types were more likely to be located in open seas and intronic regions than those in CB. Cell type specific CpGs in CT were enriched in intercellular matrix pathways, while those from CB were enriched in immune-related pathways. This study provides an open source reference panel for estimation and adjustment of cellular heterogeneity in CT and CB, and broadens the scope of tissue utilization assessed in future neonatal EWAS studies. Taylor & Francis 2018-10-11 /pmc/articles/PMC6284779/ /pubmed/30232931 http://dx.doi.org/10.1080/15592294.2018.1522929 Text en © 2018 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.
spellingShingle Research Paper
Lin, Xinyi
Tan, Jane Yi Lin
Teh, Ai Ling
Lim, Ives Yubin
Liew, Samantha J
MacIsaac, Julia L
Chong, Yap Seng
Gluckman, Peter D
Kobor, Michael S
Cheong, Clara Yujing
Karnani, Neerja
Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types
title Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types
title_full Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types
title_fullStr Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types
title_full_unstemmed Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types
title_short Cell type-specific DNA methylation in neonatal cord tissue and cord blood: a 850K-reference panel and comparison of cell types
title_sort cell type-specific dna methylation in neonatal cord tissue and cord blood: a 850k-reference panel and comparison of cell types
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6284779/
https://www.ncbi.nlm.nih.gov/pubmed/30232931
http://dx.doi.org/10.1080/15592294.2018.1522929
work_keys_str_mv AT linxinyi celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT tanjaneyilin celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT tehailing celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT limivesyubin celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT liewsamanthaj celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT macisaacjulial celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT chongyapseng celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT gluckmanpeterd celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT kobormichaels celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT cheongclarayujing celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes
AT karnanineerja celltypespecificdnamethylationinneonatalcordtissueandcordblooda850kreferencepanelandcomparisonofcelltypes