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Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke
Stroke is the second leading cause of death with substantial unmet therapeutic needs. To identify potential stroke therapeutic targets, we estimate the causal effects of 308 plasma proteins on stroke outcomes in a two-sample Mendelian randomization framework and assess mediation effects by stroke ri...
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/PMC9576777/ https://www.ncbi.nlm.nih.gov/pubmed/36253349 http://dx.doi.org/10.1038/s41467-022-33675-1 |
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author | Chen, Lingyan Peters, James E. Prins, Bram Persyn, Elodie Traylor, Matthew Surendran, Praveen Karthikeyan, Savita Yonova-Doing, Ekaterina Di Angelantonio, Emanuele Roberts, David J. Watkins, Nicholas A. Ouwehand, Willem H. Danesh, John Lewis, Cathryn M. Bronson, Paola G. Markus, Hugh S. Burgess, Stephen Butterworth, Adam S. Howson, Joanna M. M. |
author_facet | Chen, Lingyan Peters, James E. Prins, Bram Persyn, Elodie Traylor, Matthew Surendran, Praveen Karthikeyan, Savita Yonova-Doing, Ekaterina Di Angelantonio, Emanuele Roberts, David J. Watkins, Nicholas A. Ouwehand, Willem H. Danesh, John Lewis, Cathryn M. Bronson, Paola G. Markus, Hugh S. Burgess, Stephen Butterworth, Adam S. Howson, Joanna M. M. |
author_sort | Chen, Lingyan |
collection | PubMed |
description | Stroke is the second leading cause of death with substantial unmet therapeutic needs. To identify potential stroke therapeutic targets, we estimate the causal effects of 308 plasma proteins on stroke outcomes in a two-sample Mendelian randomization framework and assess mediation effects by stroke risk factors. We find associations between genetically predicted plasma levels of six proteins and stroke (P ≤ 1.62 × 10(−4)). The genetic associations with stroke colocalize (Posterior Probability >0.7) with the genetic associations of four proteins (TFPI, TMPRSS5, CD6, CD40). Mendelian randomization supports atrial fibrillation, body mass index, smoking, blood pressure, white matter hyperintensities and type 2 diabetes as stroke risk factors (P ≤ 0.0071). Body mass index, white matter hyperintensity and atrial fibrillation appear to mediate the TFPI, IL6RA, TMPRSS5 associations with stroke. Furthermore, thirty-six proteins are associated with one or more of these risk factors using Mendelian randomization. Our results highlight causal pathways and potential therapeutic targets for stroke. |
format | Online Article Text |
id | pubmed-9576777 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95767772022-10-19 Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke Chen, Lingyan Peters, James E. Prins, Bram Persyn, Elodie Traylor, Matthew Surendran, Praveen Karthikeyan, Savita Yonova-Doing, Ekaterina Di Angelantonio, Emanuele Roberts, David J. Watkins, Nicholas A. Ouwehand, Willem H. Danesh, John Lewis, Cathryn M. Bronson, Paola G. Markus, Hugh S. Burgess, Stephen Butterworth, Adam S. Howson, Joanna M. M. Nat Commun Article Stroke is the second leading cause of death with substantial unmet therapeutic needs. To identify potential stroke therapeutic targets, we estimate the causal effects of 308 plasma proteins on stroke outcomes in a two-sample Mendelian randomization framework and assess mediation effects by stroke risk factors. We find associations between genetically predicted plasma levels of six proteins and stroke (P ≤ 1.62 × 10(−4)). The genetic associations with stroke colocalize (Posterior Probability >0.7) with the genetic associations of four proteins (TFPI, TMPRSS5, CD6, CD40). Mendelian randomization supports atrial fibrillation, body mass index, smoking, blood pressure, white matter hyperintensities and type 2 diabetes as stroke risk factors (P ≤ 0.0071). Body mass index, white matter hyperintensity and atrial fibrillation appear to mediate the TFPI, IL6RA, TMPRSS5 associations with stroke. Furthermore, thirty-six proteins are associated with one or more of these risk factors using Mendelian randomization. Our results highlight causal pathways and potential therapeutic targets for stroke. Nature Publishing Group UK 2022-10-17 /pmc/articles/PMC9576777/ /pubmed/36253349 http://dx.doi.org/10.1038/s41467-022-33675-1 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 Chen, Lingyan Peters, James E. Prins, Bram Persyn, Elodie Traylor, Matthew Surendran, Praveen Karthikeyan, Savita Yonova-Doing, Ekaterina Di Angelantonio, Emanuele Roberts, David J. Watkins, Nicholas A. Ouwehand, Willem H. Danesh, John Lewis, Cathryn M. Bronson, Paola G. Markus, Hugh S. Burgess, Stephen Butterworth, Adam S. Howson, Joanna M. M. Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
title | Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
title_full | Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
title_fullStr | Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
title_full_unstemmed | Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
title_short | Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
title_sort | systematic mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576777/ https://www.ncbi.nlm.nih.gov/pubmed/36253349 http://dx.doi.org/10.1038/s41467-022-33675-1 |
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