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Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses

AIMS: We conducted observational and Mendelian randomization (MR) analyses to explore the associations between blood proteins and risk of peripheral artery disease (PAD). METHODS AND RESULTS: The observational cohort analyses included data on 257 proteins estimated in fasting blood samples from 12 1...

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Autores principales: Yuan, Shuai, Titova, Olga E, Zhang, Ke, Chen, Jie, Li, Xue, Klarin, Derek, Åkesson, Agneta, Damrauer, Scott M, Larsson, Susanna C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10267302/
https://www.ncbi.nlm.nih.gov/pubmed/37323297
http://dx.doi.org/10.1093/ehjopen/oead056
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author Yuan, Shuai
Titova, Olga E
Zhang, Ke
Chen, Jie
Li, Xue
Klarin, Derek
Åkesson, Agneta
Damrauer, Scott M
Larsson, Susanna C
author_facet Yuan, Shuai
Titova, Olga E
Zhang, Ke
Chen, Jie
Li, Xue
Klarin, Derek
Åkesson, Agneta
Damrauer, Scott M
Larsson, Susanna C
author_sort Yuan, Shuai
collection PubMed
description AIMS: We conducted observational and Mendelian randomization (MR) analyses to explore the associations between blood proteins and risk of peripheral artery disease (PAD). METHODS AND RESULTS: The observational cohort analyses included data on 257 proteins estimated in fasting blood samples from 12 136 Swedish adults aged 55–94 years who were followed up for incident PAD via the Swedish Patient Register. Mendelian randomization analyses were undertaken using cis-genetic variants strongly associated with the proteins as instrumental variables and genetic association summary statistic data for PAD from the FinnGen study (11 924 cases and 288 638 controls) and the Million Veteran Program (31 307 cases and 211 753 controls). The observational analysis, including 86 individuals diagnosed with incident PAD during a median follow-up of 6.6-year, identified 13 proteins [trefoil factor two, matrix metalloproteinase-12 (MMP-12), growth differentiation factor 15, V-set and immunoglobulin domain-containing protein two, N-terminal prohormone brain natriuretic peptide, renin, natriuretic peptides B, phosphoprotein associated with glycosphingolipid-enriched microdomains one, C-C motif chemokine 15, P-selectin, urokinase plasminogen activator surface receptor, angiopoietin-2, and C-type lectin domain family five member A] associated with the risk of PAD after multiple testing correction. Mendelian randomization analysis found associations of T-cell surface glycoprotein CD4, MMP-12, secretoglobin family 3A member 2, and ADM with PAD risk. The observational and MR associations for T-cell surface glycoprotein CD4 and MMP-12 were in opposite directions. CONCLUSION: This study identified many circulating proteins in relation to the development of incident PAD. Future studies are needed to verify our findings and assess the predictive and therapeutic values of these proteins in PAD.
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spelling pubmed-102673022023-06-15 Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses Yuan, Shuai Titova, Olga E Zhang, Ke Chen, Jie Li, Xue Klarin, Derek Åkesson, Agneta Damrauer, Scott M Larsson, Susanna C Eur Heart J Open Original Article AIMS: We conducted observational and Mendelian randomization (MR) analyses to explore the associations between blood proteins and risk of peripheral artery disease (PAD). METHODS AND RESULTS: The observational cohort analyses included data on 257 proteins estimated in fasting blood samples from 12 136 Swedish adults aged 55–94 years who were followed up for incident PAD via the Swedish Patient Register. Mendelian randomization analyses were undertaken using cis-genetic variants strongly associated with the proteins as instrumental variables and genetic association summary statistic data for PAD from the FinnGen study (11 924 cases and 288 638 controls) and the Million Veteran Program (31 307 cases and 211 753 controls). The observational analysis, including 86 individuals diagnosed with incident PAD during a median follow-up of 6.6-year, identified 13 proteins [trefoil factor two, matrix metalloproteinase-12 (MMP-12), growth differentiation factor 15, V-set and immunoglobulin domain-containing protein two, N-terminal prohormone brain natriuretic peptide, renin, natriuretic peptides B, phosphoprotein associated with glycosphingolipid-enriched microdomains one, C-C motif chemokine 15, P-selectin, urokinase plasminogen activator surface receptor, angiopoietin-2, and C-type lectin domain family five member A] associated with the risk of PAD after multiple testing correction. Mendelian randomization analysis found associations of T-cell surface glycoprotein CD4, MMP-12, secretoglobin family 3A member 2, and ADM with PAD risk. The observational and MR associations for T-cell surface glycoprotein CD4 and MMP-12 were in opposite directions. CONCLUSION: This study identified many circulating proteins in relation to the development of incident PAD. Future studies are needed to verify our findings and assess the predictive and therapeutic values of these proteins in PAD. Oxford University Press 2023-05-30 /pmc/articles/PMC10267302/ /pubmed/37323297 http://dx.doi.org/10.1093/ehjopen/oead056 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Article
Yuan, Shuai
Titova, Olga E
Zhang, Ke
Chen, Jie
Li, Xue
Klarin, Derek
Åkesson, Agneta
Damrauer, Scott M
Larsson, Susanna C
Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses
title Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses
title_full Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses
title_fullStr Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses
title_full_unstemmed Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses
title_short Circulating proteins and peripheral artery disease risk: observational and Mendelian randomization analyses
title_sort circulating proteins and peripheral artery disease risk: observational and mendelian randomization analyses
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10267302/
https://www.ncbi.nlm.nih.gov/pubmed/37323297
http://dx.doi.org/10.1093/ehjopen/oead056
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