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author Wang, Wenliang
Hariharan, Manoj
Bartlett, Anna
Barragan, Cesar
Castanon, Rosa
Rothenberg, Vince
Song, Haili
Nery, Joseph
Aldridge, Andrew
Altshul, Jordan
Kenworthy, Mia
Ding, Wubin
Liu, Hanqing
Tian, Wei
Zhou, Jingtian
Chen, Huaming
Wei, Bei
Gündüz, Irem B.
Norell, Todd
Broderick, Timothy J
McClain, Micah T.
Satterwhite, Lisa L.
Burke, Thomas W.
Petzold, Elizabeth A.
Shen, Xiling
Woods, Christopher W.
Fowler, Vance G.
Ruffin, Felicia
Panuwet, Parinya
Barr, Dana B.
Beare, Jennifer L.
Smith, Anthony K.
Spurbeck, Rachel R.
Vangeti, Sindhu
Ramos, Irene
Nudelman, German
Sealfon, Stuart C.
Castellino, Flora
Walley, Anna Maria
Evans, Thomas
Müller, Fabian
Greenleaf, William J.
Ecker, Joseph R.
author_facet Wang, Wenliang
Hariharan, Manoj
Bartlett, Anna
Barragan, Cesar
Castanon, Rosa
Rothenberg, Vince
Song, Haili
Nery, Joseph
Aldridge, Andrew
Altshul, Jordan
Kenworthy, Mia
Ding, Wubin
Liu, Hanqing
Tian, Wei
Zhou, Jingtian
Chen, Huaming
Wei, Bei
Gündüz, Irem B.
Norell, Todd
Broderick, Timothy J
McClain, Micah T.
Satterwhite, Lisa L.
Burke, Thomas W.
Petzold, Elizabeth A.
Shen, Xiling
Woods, Christopher W.
Fowler, Vance G.
Ruffin, Felicia
Panuwet, Parinya
Barr, Dana B.
Beare, Jennifer L.
Smith, Anthony K.
Spurbeck, Rachel R.
Vangeti, Sindhu
Ramos, Irene
Nudelman, German
Sealfon, Stuart C.
Castellino, Flora
Walley, Anna Maria
Evans, Thomas
Müller, Fabian
Greenleaf, William J.
Ecker, Joseph R.
author_sort Wang, Wenliang
collection PubMed
description Variations in DNA methylation patterns in human tissues have been linked to various environmental exposures and infections. Here, we identified the DNA methylation signatures associated with multiple exposures in nine major immune cell types derived from peripheral blood mononuclear cells (PBMCs) at single-cell resolution. We performed methylome sequencing on 111,180 immune cells obtained from 112 individuals who were exposed to different viruses, bacteria, or chemicals. Our analysis revealed 790,662 differentially methylated regions (DMRs) associated with these exposures, which are mostly individual CpG sites. Additionally, we integrated methylation and ATAC-seq data from same samples and found strong correlations between the two modalities. However, the epigenomic remodeling in these two modalities are complementary. Finally, we identified the minimum set of DMRs that can predict exposures. Overall, our study provides the first comprehensive dataset of single immune cell methylation profiles, along with unique methylation biomarkers for various biological and chemical exposures.
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spelling pubmed-103272212023-07-08 Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures Wang, Wenliang Hariharan, Manoj Bartlett, Anna Barragan, Cesar Castanon, Rosa Rothenberg, Vince Song, Haili Nery, Joseph Aldridge, Andrew Altshul, Jordan Kenworthy, Mia Ding, Wubin Liu, Hanqing Tian, Wei Zhou, Jingtian Chen, Huaming Wei, Bei Gündüz, Irem B. Norell, Todd Broderick, Timothy J McClain, Micah T. Satterwhite, Lisa L. Burke, Thomas W. Petzold, Elizabeth A. Shen, Xiling Woods, Christopher W. Fowler, Vance G. Ruffin, Felicia Panuwet, Parinya Barr, Dana B. Beare, Jennifer L. Smith, Anthony K. Spurbeck, Rachel R. Vangeti, Sindhu Ramos, Irene Nudelman, German Sealfon, Stuart C. Castellino, Flora Walley, Anna Maria Evans, Thomas Müller, Fabian Greenleaf, William J. Ecker, Joseph R. bioRxiv Article Variations in DNA methylation patterns in human tissues have been linked to various environmental exposures and infections. Here, we identified the DNA methylation signatures associated with multiple exposures in nine major immune cell types derived from peripheral blood mononuclear cells (PBMCs) at single-cell resolution. We performed methylome sequencing on 111,180 immune cells obtained from 112 individuals who were exposed to different viruses, bacteria, or chemicals. Our analysis revealed 790,662 differentially methylated regions (DMRs) associated with these exposures, which are mostly individual CpG sites. Additionally, we integrated methylation and ATAC-seq data from same samples and found strong correlations between the two modalities. However, the epigenomic remodeling in these two modalities are complementary. Finally, we identified the minimum set of DMRs that can predict exposures. Overall, our study provides the first comprehensive dataset of single immune cell methylation profiles, along with unique methylation biomarkers for various biological and chemical exposures. Cold Spring Harbor Laboratory 2023-06-30 /pmc/articles/PMC10327221/ /pubmed/37425926 http://dx.doi.org/10.1101/2023.06.29.546792 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Wang, Wenliang
Hariharan, Manoj
Bartlett, Anna
Barragan, Cesar
Castanon, Rosa
Rothenberg, Vince
Song, Haili
Nery, Joseph
Aldridge, Andrew
Altshul, Jordan
Kenworthy, Mia
Ding, Wubin
Liu, Hanqing
Tian, Wei
Zhou, Jingtian
Chen, Huaming
Wei, Bei
Gündüz, Irem B.
Norell, Todd
Broderick, Timothy J
McClain, Micah T.
Satterwhite, Lisa L.
Burke, Thomas W.
Petzold, Elizabeth A.
Shen, Xiling
Woods, Christopher W.
Fowler, Vance G.
Ruffin, Felicia
Panuwet, Parinya
Barr, Dana B.
Beare, Jennifer L.
Smith, Anthony K.
Spurbeck, Rachel R.
Vangeti, Sindhu
Ramos, Irene
Nudelman, German
Sealfon, Stuart C.
Castellino, Flora
Walley, Anna Maria
Evans, Thomas
Müller, Fabian
Greenleaf, William J.
Ecker, Joseph R.
Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures
title Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures
title_full Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures
title_fullStr Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures
title_full_unstemmed Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures
title_short Human Immune Cell Epigenomic Signatures in Response to Infectious Diseases and Chemical Exposures
title_sort human immune cell epigenomic signatures in response to infectious diseases and chemical exposures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10327221/
https://www.ncbi.nlm.nih.gov/pubmed/37425926
http://dx.doi.org/10.1101/2023.06.29.546792
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