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Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization

BACKGROUND: While immunosuppressive regimens have improved outcomes in solid organ transplantation, non-immune factors have also been identified as contributors to graft prognosis. Age, gender, hormones, heredity, and other diseases have been recognized to affect organ transplantation. However, the...

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Autores principales: Zhao, Yuanyuan, Du, Dunfeng, Wei, Lai, Chen, Zhishui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559986/
https://www.ncbi.nlm.nih.gov/pubmed/37809918
http://dx.doi.org/10.1016/j.heliyon.2023.e20230
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author Zhao, Yuanyuan
Du, Dunfeng
Wei, Lai
Chen, Zhishui
author_facet Zhao, Yuanyuan
Du, Dunfeng
Wei, Lai
Chen, Zhishui
author_sort Zhao, Yuanyuan
collection PubMed
description BACKGROUND: While immunosuppressive regimens have improved outcomes in solid organ transplantation, non-immune factors have also been identified as contributors to graft prognosis. Age, gender, hormones, heredity, and other diseases have been recognized to affect organ transplantation. However, the causal relationship between blood lipids and graft dysfunction remains unverified in human clinical investigations. In this study, we employed two-sample Mendelian randomization (MR) to examine the causality between different types of blood lipids and graft dysfunction following organ and tissue transplantation. METHODS: We conducted a two-sample MR study using available genome-wide association summary data from the online database MRBASE (http://app.mrbase.org/), which encompasses over 11 billion associations between genetic factors and health-related outcomes, enabling researchers to explore various potential determinants of poor health. The exposure factors included four types of blood lipids: high-density lipoprotein, low-density lipoprotein, cholesterol, and triglycerides. For each exposure factor, three databases were selected for analysis. The outcome factor was the failure and rejection of transplanted organs and tissues. All databases consisted of European population samples, without specific subgroups. The related studies were conducted between 2016 and 2022, and the "TwoSampleMR" R package was employed for variant selection. RESULTS: A total of 13 sample groups were collected and analyzed. The results revealed a causal association between blood lipids and graft dysfunction following organ and tissue transplantation. Specifically, the two-sample MR analysis confirmed that low-density lipoprotein and cholesterol levels were significant risk factors for increased graft dysfunction risk after transplantation. Moreover, high-density lipoprotein potentially reduced the risk of allograft dysfunction, while triglycerides possibly elevated the risk. CONCLUSIONS: Our recent study provides the initial confirmation that blood lipids may initiate causal pathological processes leading to graft dysfunction after organ and tissue transplantation.
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spelling pubmed-105599862023-10-08 Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization Zhao, Yuanyuan Du, Dunfeng Wei, Lai Chen, Zhishui Heliyon Research Article BACKGROUND: While immunosuppressive regimens have improved outcomes in solid organ transplantation, non-immune factors have also been identified as contributors to graft prognosis. Age, gender, hormones, heredity, and other diseases have been recognized to affect organ transplantation. However, the causal relationship between blood lipids and graft dysfunction remains unverified in human clinical investigations. In this study, we employed two-sample Mendelian randomization (MR) to examine the causality between different types of blood lipids and graft dysfunction following organ and tissue transplantation. METHODS: We conducted a two-sample MR study using available genome-wide association summary data from the online database MRBASE (http://app.mrbase.org/), which encompasses over 11 billion associations between genetic factors and health-related outcomes, enabling researchers to explore various potential determinants of poor health. The exposure factors included four types of blood lipids: high-density lipoprotein, low-density lipoprotein, cholesterol, and triglycerides. For each exposure factor, three databases were selected for analysis. The outcome factor was the failure and rejection of transplanted organs and tissues. All databases consisted of European population samples, without specific subgroups. The related studies were conducted between 2016 and 2022, and the "TwoSampleMR" R package was employed for variant selection. RESULTS: A total of 13 sample groups were collected and analyzed. The results revealed a causal association between blood lipids and graft dysfunction following organ and tissue transplantation. Specifically, the two-sample MR analysis confirmed that low-density lipoprotein and cholesterol levels were significant risk factors for increased graft dysfunction risk after transplantation. Moreover, high-density lipoprotein potentially reduced the risk of allograft dysfunction, while triglycerides possibly elevated the risk. CONCLUSIONS: Our recent study provides the initial confirmation that blood lipids may initiate causal pathological processes leading to graft dysfunction after organ and tissue transplantation. Elsevier 2023-09-15 /pmc/articles/PMC10559986/ /pubmed/37809918 http://dx.doi.org/10.1016/j.heliyon.2023.e20230 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Zhao, Yuanyuan
Du, Dunfeng
Wei, Lai
Chen, Zhishui
Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization
title Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization
title_full Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization
title_fullStr Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization
title_full_unstemmed Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization
title_short Value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: A study of Mendelian randomization
title_sort value of blood lipid in predicting graft dysfunction after organ and tissue transplantation: a study of mendelian randomization
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559986/
https://www.ncbi.nlm.nih.gov/pubmed/37809918
http://dx.doi.org/10.1016/j.heliyon.2023.e20230
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