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The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis
BACKGROUND: Lipoprotein(a) [Lp(a)] is one of the residual risk factors for cardiovascular disease (CVD) in the setting of optimal low-density lipoprotein cholesterol (LDL-C). The association between Lp(a) and CVD is still in the exploratory phase, with few studies indicating a causal connection betw...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608881/ https://www.ncbi.nlm.nih.gov/pubmed/36303257 http://dx.doi.org/10.1186/s40001-022-00825-6 |
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author | Wang, Shiyue Zha, Li Chen, Jian Du, Dongjie Liu, Danyang Zhong, Ming Shang, Rongfang Sun, Dongxue Sun, Chang Jin, Enze |
author_facet | Wang, Shiyue Zha, Li Chen, Jian Du, Dongjie Liu, Danyang Zhong, Ming Shang, Rongfang Sun, Dongxue Sun, Chang Jin, Enze |
author_sort | Wang, Shiyue |
collection | PubMed |
description | BACKGROUND: Lipoprotein(a) [Lp(a)] is one of the residual risk factors for cardiovascular disease (CVD) in the setting of optimal low-density lipoprotein cholesterol (LDL-C). The association between Lp(a) and CVD is still in the exploratory phase, with few studies indicating a causal connection between Lp(a) and various CVD. METHODS: Lp(a) (n = 377,590) was a genome-wide association study (GWAS) based on European populations from Neale Lab. Large GWAS datasets for CVD, including aortic aneurysm(AA) (n = 209,366), atrial fibrillation(AF) (n = 1,030,836), coronary heart disease(CHD) (n = 361,194), secondary hypertension(HBP) (n = 164,147), heart failure(HF) (n = 208,178), ischemic stroke (IS) (n = 218,792), large artery atherosclerosis stroke(ISL) (n = 150, 765), small vessel stroke(ISS) (n = 198,048), lacunar stroke(LIS) (n = 225,419), and pulmonary embolism(PE) (n = 218,413) were also based on European populations. We performed separate univariate two-sample Mendelian randomization (MR) analysis for Lp(a) and CVD as described above. We evaluated this connection mainly using the random-effects inverse variance weighted technique(IVW1) with a 95% confidence interval (CI) for the odds ratio (OR). This was supplemented by MR-Egger, weighted median, maximum likelihood, penalized weighted median, and fixed-effects inverse variance weighted methods. MR-PRESSO offers another means of statistical detection. RESULTS: Our two-sample MR, which was predominately based on IVW1, revealed a causal relationship between Lp(a) and AA (OR = 1.005, 95%CI: 1.001–1.010, P = 0.009), CHD (OR = 1.003, 95%CI 1.001–1.004, P = 0.010), and ISL (OR = 1.003, 9 5%CI 1.002–1.004, P = 9.50E−11), in addition, there is no causal association with AF, HBP, HF, IS, ISS, LIS, or PE. Similar conclusions were reached by the MR-PRESSO method. CONCLUSION: This MR study suggested a causal relationship between Lp(a) and CHD, AA, and ISL, but not associated with AF, HF, IS, LIS, ISS, HBP, or PE. Our work further verifies the association between Lp(a) and various CVD, resulting in improved Lp(a) management and a reduction in the prevalence of CVD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-022-00825-6. |
format | Online Article Text |
id | pubmed-9608881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96088812022-10-28 The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis Wang, Shiyue Zha, Li Chen, Jian Du, Dongjie Liu, Danyang Zhong, Ming Shang, Rongfang Sun, Dongxue Sun, Chang Jin, Enze Eur J Med Res Research BACKGROUND: Lipoprotein(a) [Lp(a)] is one of the residual risk factors for cardiovascular disease (CVD) in the setting of optimal low-density lipoprotein cholesterol (LDL-C). The association between Lp(a) and CVD is still in the exploratory phase, with few studies indicating a causal connection between Lp(a) and various CVD. METHODS: Lp(a) (n = 377,590) was a genome-wide association study (GWAS) based on European populations from Neale Lab. Large GWAS datasets for CVD, including aortic aneurysm(AA) (n = 209,366), atrial fibrillation(AF) (n = 1,030,836), coronary heart disease(CHD) (n = 361,194), secondary hypertension(HBP) (n = 164,147), heart failure(HF) (n = 208,178), ischemic stroke (IS) (n = 218,792), large artery atherosclerosis stroke(ISL) (n = 150, 765), small vessel stroke(ISS) (n = 198,048), lacunar stroke(LIS) (n = 225,419), and pulmonary embolism(PE) (n = 218,413) were also based on European populations. We performed separate univariate two-sample Mendelian randomization (MR) analysis for Lp(a) and CVD as described above. We evaluated this connection mainly using the random-effects inverse variance weighted technique(IVW1) with a 95% confidence interval (CI) for the odds ratio (OR). This was supplemented by MR-Egger, weighted median, maximum likelihood, penalized weighted median, and fixed-effects inverse variance weighted methods. MR-PRESSO offers another means of statistical detection. RESULTS: Our two-sample MR, which was predominately based on IVW1, revealed a causal relationship between Lp(a) and AA (OR = 1.005, 95%CI: 1.001–1.010, P = 0.009), CHD (OR = 1.003, 95%CI 1.001–1.004, P = 0.010), and ISL (OR = 1.003, 9 5%CI 1.002–1.004, P = 9.50E−11), in addition, there is no causal association with AF, HBP, HF, IS, ISS, LIS, or PE. Similar conclusions were reached by the MR-PRESSO method. CONCLUSION: This MR study suggested a causal relationship between Lp(a) and CHD, AA, and ISL, but not associated with AF, HF, IS, LIS, ISS, HBP, or PE. Our work further verifies the association between Lp(a) and various CVD, resulting in improved Lp(a) management and a reduction in the prevalence of CVD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-022-00825-6. BioMed Central 2022-10-27 /pmc/articles/PMC9608881/ /pubmed/36303257 http://dx.doi.org/10.1186/s40001-022-00825-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Shiyue Zha, Li Chen, Jian Du, Dongjie Liu, Danyang Zhong, Ming Shang, Rongfang Sun, Dongxue Sun, Chang Jin, Enze The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis |
title | The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis |
title_full | The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis |
title_fullStr | The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis |
title_full_unstemmed | The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis |
title_short | The relationship between lipoprotein(a) and risk of cardiovascular disease: a Mendelian randomization analysis |
title_sort | relationship between lipoprotein(a) and risk of cardiovascular disease: a mendelian randomization analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608881/ https://www.ncbi.nlm.nih.gov/pubmed/36303257 http://dx.doi.org/10.1186/s40001-022-00825-6 |
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