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Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development
Vein graft failure remains a common clinical challenge. We applied a systems approach in mouse experiments to discover therapeutic targets for vein graft failure. METHODS: Global proteomics and high-dimensional clustering on multiple vein graft tissues were used to identify potential pathogenic mech...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212880/ https://www.ncbi.nlm.nih.gov/pubmed/33821665 http://dx.doi.org/10.1161/CIRCULATIONAHA.119.043724 |
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author | Decano, Julius L. Singh, Sasha A. Gasparotto Bueno, Cauê Ho Lee, Lang Halu, Arda Chelvanambi, Sarvesh Matamalas, Joan T. Zhang, Hengmin Mlynarchik, Andrew K. Qiao, Jiao Sharma, Amitabh Mukai, Shin Wang, Jianguo Anderson, Daniel G. Ozaki, C. Keith Libby, Peter Aikawa, Elena Aikawa, Masanori |
author_facet | Decano, Julius L. Singh, Sasha A. Gasparotto Bueno, Cauê Ho Lee, Lang Halu, Arda Chelvanambi, Sarvesh Matamalas, Joan T. Zhang, Hengmin Mlynarchik, Andrew K. Qiao, Jiao Sharma, Amitabh Mukai, Shin Wang, Jianguo Anderson, Daniel G. Ozaki, C. Keith Libby, Peter Aikawa, Elena Aikawa, Masanori |
author_sort | Decano, Julius L. |
collection | PubMed |
description | Vein graft failure remains a common clinical challenge. We applied a systems approach in mouse experiments to discover therapeutic targets for vein graft failure. METHODS: Global proteomics and high-dimensional clustering on multiple vein graft tissues were used to identify potential pathogenic mechanisms. The PPARs (peroxisome proliferator-activated receptors) pathway served as an example to substantiate our discovery platform. In vivo mouse experiments with macrophage-targeted PPARα small interfering RNA, or the novel, selective activator pemafibrate demonstrate the role of PPARα in the development and inflammation of vein graft lesions. In vitro experiments further included metabolomic profiling, quantitative polymerase chain reaction, flow cytometry, metabolic assays, and single-cell RNA sequencing on primary human and mouse macrophages. RESULTS: We identified changes in the vein graft proteome associated with immune responses, lipid metabolism regulated by the PPARs, fatty acid metabolism, matrix remodeling, and hematopoietic cell mobilization. PPARα agonism by pemafibrate retarded the development and inflammation of vein graft lesions in mice, whereas gene silencing worsened plaque formation. Pemafibrate also suppressed arteriovenous fistula lesion development. Metabolomics/lipidomics, functional metabolic assays, and single-cell analysis of cultured human macrophages revealed that PPARα modulates macrophage glycolysis, citrate metabolism, mitochondrial membrane sphingolipid metabolism, and heterogeneity. CONCLUSIONS: This study explored potential drivers of vein graft inflammation and identified PPARα as a novel potential pharmacological treatment for this unmet medical need. |
format | Online Article Text |
id | pubmed-8212880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-82128802021-06-21 Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development Decano, Julius L. Singh, Sasha A. Gasparotto Bueno, Cauê Ho Lee, Lang Halu, Arda Chelvanambi, Sarvesh Matamalas, Joan T. Zhang, Hengmin Mlynarchik, Andrew K. Qiao, Jiao Sharma, Amitabh Mukai, Shin Wang, Jianguo Anderson, Daniel G. Ozaki, C. Keith Libby, Peter Aikawa, Elena Aikawa, Masanori Circulation Original Research Articles Vein graft failure remains a common clinical challenge. We applied a systems approach in mouse experiments to discover therapeutic targets for vein graft failure. METHODS: Global proteomics and high-dimensional clustering on multiple vein graft tissues were used to identify potential pathogenic mechanisms. The PPARs (peroxisome proliferator-activated receptors) pathway served as an example to substantiate our discovery platform. In vivo mouse experiments with macrophage-targeted PPARα small interfering RNA, or the novel, selective activator pemafibrate demonstrate the role of PPARα in the development and inflammation of vein graft lesions. In vitro experiments further included metabolomic profiling, quantitative polymerase chain reaction, flow cytometry, metabolic assays, and single-cell RNA sequencing on primary human and mouse macrophages. RESULTS: We identified changes in the vein graft proteome associated with immune responses, lipid metabolism regulated by the PPARs, fatty acid metabolism, matrix remodeling, and hematopoietic cell mobilization. PPARα agonism by pemafibrate retarded the development and inflammation of vein graft lesions in mice, whereas gene silencing worsened plaque formation. Pemafibrate also suppressed arteriovenous fistula lesion development. Metabolomics/lipidomics, functional metabolic assays, and single-cell analysis of cultured human macrophages revealed that PPARα modulates macrophage glycolysis, citrate metabolism, mitochondrial membrane sphingolipid metabolism, and heterogeneity. CONCLUSIONS: This study explored potential drivers of vein graft inflammation and identified PPARα as a novel potential pharmacological treatment for this unmet medical need. Lippincott Williams & Wilkins 2021-04-06 2021-06-22 /pmc/articles/PMC8212880/ /pubmed/33821665 http://dx.doi.org/10.1161/CIRCULATIONAHA.119.043724 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Circulation is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited. This article is made available via the PMC Open Access Subset for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing. Upon expiration of these permissions, PMC is granted a perpetual license to make this article available via PMC and Europe PMC, consistent with existing copyright protections. |
spellingShingle | Original Research Articles Decano, Julius L. Singh, Sasha A. Gasparotto Bueno, Cauê Ho Lee, Lang Halu, Arda Chelvanambi, Sarvesh Matamalas, Joan T. Zhang, Hengmin Mlynarchik, Andrew K. Qiao, Jiao Sharma, Amitabh Mukai, Shin Wang, Jianguo Anderson, Daniel G. Ozaki, C. Keith Libby, Peter Aikawa, Elena Aikawa, Masanori Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development |
title | Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development |
title_full | Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development |
title_fullStr | Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development |
title_full_unstemmed | Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development |
title_short | Systems Approach to Discovery of Therapeutic Targets for Vein Graft Disease: PPARα Pivotally Regulates Metabolism, Activation, and Heterogeneity of Macrophages and Lesion Development |
title_sort | systems approach to discovery of therapeutic targets for vein graft disease: pparα pivotally regulates metabolism, activation, and heterogeneity of macrophages and lesion development |
topic | Original Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212880/ https://www.ncbi.nlm.nih.gov/pubmed/33821665 http://dx.doi.org/10.1161/CIRCULATIONAHA.119.043724 |
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