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Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health
Characterising associations between the methylome, proteome and phenome may provide insight into biological pathways governing brain health. Here, we report an integrated DNA methylation and phenotypic study of the circulating proteome in relation to brain health. Methylome-wide association studies...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9363452/ https://www.ncbi.nlm.nih.gov/pubmed/35945220 http://dx.doi.org/10.1038/s41467-022-32319-8 |
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author | Gadd, Danni A. Hillary, Robert F. McCartney, Daniel L. Shi, Liu Stolicyn, Aleks Robertson, Neil A. Walker, Rosie M. McGeachan, Robert I. Campbell, Archie Xueyi, Shen Barbu, Miruna C. Green, Claire Morris, Stewart W. Harris, Mathew A. Backhouse, Ellen V. Wardlaw, Joanna M. Steele, J. Douglas Oyarzún, Diego A. Muniz-Terrera, Graciela Ritchie, Craig Nevado-Holgado, Alejo Chandra, Tamir Hayward, Caroline Evans, Kathryn L. Porteous, David J. Cox, Simon R. Whalley, Heather C. McIntosh, Andrew M. Marioni, Riccardo E. |
author_facet | Gadd, Danni A. Hillary, Robert F. McCartney, Daniel L. Shi, Liu Stolicyn, Aleks Robertson, Neil A. Walker, Rosie M. McGeachan, Robert I. Campbell, Archie Xueyi, Shen Barbu, Miruna C. Green, Claire Morris, Stewart W. Harris, Mathew A. Backhouse, Ellen V. Wardlaw, Joanna M. Steele, J. Douglas Oyarzún, Diego A. Muniz-Terrera, Graciela Ritchie, Craig Nevado-Holgado, Alejo Chandra, Tamir Hayward, Caroline Evans, Kathryn L. Porteous, David J. Cox, Simon R. Whalley, Heather C. McIntosh, Andrew M. Marioni, Riccardo E. |
author_sort | Gadd, Danni A. |
collection | PubMed |
description | Characterising associations between the methylome, proteome and phenome may provide insight into biological pathways governing brain health. Here, we report an integrated DNA methylation and phenotypic study of the circulating proteome in relation to brain health. Methylome-wide association studies of 4058 plasma proteins are performed (N = 774), identifying 2928 CpG-protein associations after adjustment for multiple testing. These are independent of known genetic protein quantitative trait loci (pQTLs) and common lifestyle effects. Phenome-wide association studies of each protein are then performed in relation to 15 neurological traits (N = 1,065), identifying 405 associations between the levels of 191 proteins and cognitive scores, brain imaging measures or APOE e4 status. We uncover 35 previously unreported DNA methylation signatures for 17 protein markers of brain health. The epigenetic and proteomic markers we identify are pertinent to understanding and stratifying brain health. |
format | Online Article Text |
id | pubmed-9363452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93634522022-08-11 Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health Gadd, Danni A. Hillary, Robert F. McCartney, Daniel L. Shi, Liu Stolicyn, Aleks Robertson, Neil A. Walker, Rosie M. McGeachan, Robert I. Campbell, Archie Xueyi, Shen Barbu, Miruna C. Green, Claire Morris, Stewart W. Harris, Mathew A. Backhouse, Ellen V. Wardlaw, Joanna M. Steele, J. Douglas Oyarzún, Diego A. Muniz-Terrera, Graciela Ritchie, Craig Nevado-Holgado, Alejo Chandra, Tamir Hayward, Caroline Evans, Kathryn L. Porteous, David J. Cox, Simon R. Whalley, Heather C. McIntosh, Andrew M. Marioni, Riccardo E. Nat Commun Article Characterising associations between the methylome, proteome and phenome may provide insight into biological pathways governing brain health. Here, we report an integrated DNA methylation and phenotypic study of the circulating proteome in relation to brain health. Methylome-wide association studies of 4058 plasma proteins are performed (N = 774), identifying 2928 CpG-protein associations after adjustment for multiple testing. These are independent of known genetic protein quantitative trait loci (pQTLs) and common lifestyle effects. Phenome-wide association studies of each protein are then performed in relation to 15 neurological traits (N = 1,065), identifying 405 associations between the levels of 191 proteins and cognitive scores, brain imaging measures or APOE e4 status. We uncover 35 previously unreported DNA methylation signatures for 17 protein markers of brain health. The epigenetic and proteomic markers we identify are pertinent to understanding and stratifying brain health. Nature Publishing Group UK 2022-08-09 /pmc/articles/PMC9363452/ /pubmed/35945220 http://dx.doi.org/10.1038/s41467-022-32319-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Gadd, Danni A. Hillary, Robert F. McCartney, Daniel L. Shi, Liu Stolicyn, Aleks Robertson, Neil A. Walker, Rosie M. McGeachan, Robert I. Campbell, Archie Xueyi, Shen Barbu, Miruna C. Green, Claire Morris, Stewart W. Harris, Mathew A. Backhouse, Ellen V. Wardlaw, Joanna M. Steele, J. Douglas Oyarzún, Diego A. Muniz-Terrera, Graciela Ritchie, Craig Nevado-Holgado, Alejo Chandra, Tamir Hayward, Caroline Evans, Kathryn L. Porteous, David J. Cox, Simon R. Whalley, Heather C. McIntosh, Andrew M. Marioni, Riccardo E. Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
title | Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
title_full | Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
title_fullStr | Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
title_full_unstemmed | Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
title_short | Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
title_sort | integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9363452/ https://www.ncbi.nlm.nih.gov/pubmed/35945220 http://dx.doi.org/10.1038/s41467-022-32319-8 |
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