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Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases

The human proteome is a major source of therapeutic targets. Recent genetic association analyses of the plasma proteome enable systematic evaluation of the causal consequences of variation in plasma protein levels. Here we estimated the effects of 1,002 proteins on 225 phenotypes using two-sample Me...

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Autores principales: Zheng, Jie, Haberland, Valeriia, Baird, Denis, Walker, Venexia, Haycock, Philip C., Hurle, Mark R., Gutteridge, Alex, Erola, Pau, Liu, Yi, Luo, Shan, Robinson, Jamie, Richardson, Tom G., Staley, James R., Elsworth, Benjamin, Burgess, Stephen, Sun, Benjamin B., Danesh, John, Runz, Heiko, Maranville, Joseph C., Martin, Hannah M., Yarmolinsky, James, Laurin, Charles, Holmes, Michael V., Liu, Jimmy Z., Estrada, Karol, Santos, Rita, McCarthy, Linda, Waterworth, Dawn, Nelson, Matthew R., Smith, George Davey, Butterworth, Adam S., Hemani, Gibran, Scott, Robert A., Gaunt, Tom R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7610464/
https://www.ncbi.nlm.nih.gov/pubmed/32895551
http://dx.doi.org/10.1038/s41588-020-0682-6
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author Zheng, Jie
Haberland, Valeriia
Baird, Denis
Walker, Venexia
Haycock, Philip C.
Hurle, Mark R.
Gutteridge, Alex
Erola, Pau
Liu, Yi
Luo, Shan
Robinson, Jamie
Richardson, Tom G.
Staley, James R.
Elsworth, Benjamin
Burgess, Stephen
Sun, Benjamin B.
Danesh, John
Runz, Heiko
Maranville, Joseph C.
Martin, Hannah M.
Yarmolinsky, James
Laurin, Charles
Holmes, Michael V.
Liu, Jimmy Z.
Estrada, Karol
Santos, Rita
McCarthy, Linda
Waterworth, Dawn
Nelson, Matthew R.
Smith, George Davey
Butterworth, Adam S.
Hemani, Gibran
Scott, Robert A.
Gaunt, Tom R.
author_facet Zheng, Jie
Haberland, Valeriia
Baird, Denis
Walker, Venexia
Haycock, Philip C.
Hurle, Mark R.
Gutteridge, Alex
Erola, Pau
Liu, Yi
Luo, Shan
Robinson, Jamie
Richardson, Tom G.
Staley, James R.
Elsworth, Benjamin
Burgess, Stephen
Sun, Benjamin B.
Danesh, John
Runz, Heiko
Maranville, Joseph C.
Martin, Hannah M.
Yarmolinsky, James
Laurin, Charles
Holmes, Michael V.
Liu, Jimmy Z.
Estrada, Karol
Santos, Rita
McCarthy, Linda
Waterworth, Dawn
Nelson, Matthew R.
Smith, George Davey
Butterworth, Adam S.
Hemani, Gibran
Scott, Robert A.
Gaunt, Tom R.
author_sort Zheng, Jie
collection PubMed
description The human proteome is a major source of therapeutic targets. Recent genetic association analyses of the plasma proteome enable systematic evaluation of the causal consequences of variation in plasma protein levels. Here we estimated the effects of 1,002 proteins on 225 phenotypes using two-sample Mendelian randomization (MR) and colocalization. Of 413 associations supported by evidence from MR, 130 (31.5%) were not supported by results of colocalization analyses, suggesting that genetic confounding due to linkage disequilibrium (LD) is widespread in naïve phenome-wide association studies of proteins. Combining MR and colocalization evidence in cis-only analyses, we identified 111 putatively causal effects between 65 proteins and 52 disease-related phenotypes (www.epigraphdb.org/pqtl/). Evaluation of data from historic drug development programs showed that target-indication pairs with MR and colocalization support were more likely to be approved, evidencing the value of this approach in identifying and prioritizing potential therapeutic targets.
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spelling pubmed-76104642021-03-29 Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases Zheng, Jie Haberland, Valeriia Baird, Denis Walker, Venexia Haycock, Philip C. Hurle, Mark R. Gutteridge, Alex Erola, Pau Liu, Yi Luo, Shan Robinson, Jamie Richardson, Tom G. Staley, James R. Elsworth, Benjamin Burgess, Stephen Sun, Benjamin B. Danesh, John Runz, Heiko Maranville, Joseph C. Martin, Hannah M. Yarmolinsky, James Laurin, Charles Holmes, Michael V. Liu, Jimmy Z. Estrada, Karol Santos, Rita McCarthy, Linda Waterworth, Dawn Nelson, Matthew R. Smith, George Davey Butterworth, Adam S. Hemani, Gibran Scott, Robert A. Gaunt, Tom R. Nat Genet Article The human proteome is a major source of therapeutic targets. Recent genetic association analyses of the plasma proteome enable systematic evaluation of the causal consequences of variation in plasma protein levels. Here we estimated the effects of 1,002 proteins on 225 phenotypes using two-sample Mendelian randomization (MR) and colocalization. Of 413 associations supported by evidence from MR, 130 (31.5%) were not supported by results of colocalization analyses, suggesting that genetic confounding due to linkage disequilibrium (LD) is widespread in naïve phenome-wide association studies of proteins. Combining MR and colocalization evidence in cis-only analyses, we identified 111 putatively causal effects between 65 proteins and 52 disease-related phenotypes (www.epigraphdb.org/pqtl/). Evaluation of data from historic drug development programs showed that target-indication pairs with MR and colocalization support were more likely to be approved, evidencing the value of this approach in identifying and prioritizing potential therapeutic targets. 2020-10-01 2020-09-07 /pmc/articles/PMC7610464/ /pubmed/32895551 http://dx.doi.org/10.1038/s41588-020-0682-6 Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Zheng, Jie
Haberland, Valeriia
Baird, Denis
Walker, Venexia
Haycock, Philip C.
Hurle, Mark R.
Gutteridge, Alex
Erola, Pau
Liu, Yi
Luo, Shan
Robinson, Jamie
Richardson, Tom G.
Staley, James R.
Elsworth, Benjamin
Burgess, Stephen
Sun, Benjamin B.
Danesh, John
Runz, Heiko
Maranville, Joseph C.
Martin, Hannah M.
Yarmolinsky, James
Laurin, Charles
Holmes, Michael V.
Liu, Jimmy Z.
Estrada, Karol
Santos, Rita
McCarthy, Linda
Waterworth, Dawn
Nelson, Matthew R.
Smith, George Davey
Butterworth, Adam S.
Hemani, Gibran
Scott, Robert A.
Gaunt, Tom R.
Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases
title Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases
title_full Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases
title_fullStr Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases
title_full_unstemmed Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases
title_short Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases
title_sort phenome-wide mendelian randomization mapping the influence of the plasma proteome on complex diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7610464/
https://www.ncbi.nlm.nih.gov/pubmed/32895551
http://dx.doi.org/10.1038/s41588-020-0682-6
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