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Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study

BACKGROUND: Dyslipidaemia is highly prevalent in individuals with type 2 diabetes mellitus (T2DM). Numerous studies have sought to disentangle the causal relationship between dyslipidaemia and T2DM liability. However, conventional observational studies are vulnerable to confounding. Mendelian Random...

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Autores principales: Soremekun, Opeyemi, Karhunen, Ville, He, Yiyan, Rajasundaram, Skanda, Liu, Bowen, Gkatzionis, Apostolos, Soremekun, Chisom, Udosen, Brenda, Musa, Hanan, Silva, Sarah, Kintu, Christopher, Mayanja, Richard, Nakabuye, Mariam, Machipisa, Tafadzwa, Mason, Amy, Vujkovic, Marijana, Zuber, Verena, Soliman, Mahmoud, Mugisha, Joseph, Nash, Oyekanmi, Kaleebu, Pontiano, Nyirenda, Moffat, Chikowore, Tinashe, Nitsch, Dorothea, Burgess, Stephen, Gill, Dipender, Fatumo, Segun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941323/
https://www.ncbi.nlm.nih.gov/pubmed/35325778
http://dx.doi.org/10.1016/j.ebiom.2022.103953
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author Soremekun, Opeyemi
Karhunen, Ville
He, Yiyan
Rajasundaram, Skanda
Liu, Bowen
Gkatzionis, Apostolos
Soremekun, Chisom
Udosen, Brenda
Musa, Hanan
Silva, Sarah
Kintu, Christopher
Mayanja, Richard
Nakabuye, Mariam
Machipisa, Tafadzwa
Mason, Amy
Vujkovic, Marijana
Zuber, Verena
Soliman, Mahmoud
Mugisha, Joseph
Nash, Oyekanmi
Kaleebu, Pontiano
Nyirenda, Moffat
Chikowore, Tinashe
Nitsch, Dorothea
Burgess, Stephen
Gill, Dipender
Fatumo, Segun
author_facet Soremekun, Opeyemi
Karhunen, Ville
He, Yiyan
Rajasundaram, Skanda
Liu, Bowen
Gkatzionis, Apostolos
Soremekun, Chisom
Udosen, Brenda
Musa, Hanan
Silva, Sarah
Kintu, Christopher
Mayanja, Richard
Nakabuye, Mariam
Machipisa, Tafadzwa
Mason, Amy
Vujkovic, Marijana
Zuber, Verena
Soliman, Mahmoud
Mugisha, Joseph
Nash, Oyekanmi
Kaleebu, Pontiano
Nyirenda, Moffat
Chikowore, Tinashe
Nitsch, Dorothea
Burgess, Stephen
Gill, Dipender
Fatumo, Segun
author_sort Soremekun, Opeyemi
collection PubMed
description BACKGROUND: Dyslipidaemia is highly prevalent in individuals with type 2 diabetes mellitus (T2DM). Numerous studies have sought to disentangle the causal relationship between dyslipidaemia and T2DM liability. However, conventional observational studies are vulnerable to confounding. Mendelian Randomization (MR) studies (which address this bias) on lipids and T2DM liability have focused on European ancestry individuals, with none to date having been performed in individuals of African ancestry. We therefore sought to use MR to investigate the causal effect of various lipid traits on T2DM liability in African ancestry individuals. METHODS: Using univariable and multivariable two-sample MR, we leveraged summary-level data for lipid traits and T2DM liability from the African Partnership for Chronic Disease Research (APCDR) (N = 13,612, 36.9% men) and from African ancestry individuals in the Million Veteran Program (N(cases) = 23,305 and N(controls) = 30,140, 87.2% men), respectively. Genetic instruments were thus selected from the APCDR after which they were clumped to obtain independent instruments. We used a random-effects inverse variance weighted method in our primary analysis, complementing this with additional sensitivity analyses robust to the presence of pleiotropy. FINDINGS: Increased genetically proxied low-density lipoprotein cholesterol (LDL-C) and total cholesterol (TC) levels were associated with increased T2DM liability in African ancestry individuals (odds ratio (OR) [95% confidence interval, P-value] per standard deviation (SD) increase in LDL-C = 1.052 [1.000 to 1.106, P = 0.046] and per SD increase in TC = 1.089 [1.014 to 1.170, P = 0.019]). Conversely, increased genetically proxied high-density lipoprotein cholesterol (HDL-C) was associated with reduced T2DM liability (OR per SD increase in HDL-C = 0.915 [0.843 to 0.993, P = 0.033]). The OR on T2DM per SD increase in genetically proxied triglyceride (TG) levels was 0.884 [0.773 to 1.011, P = 0.072] . With respect to lipid-lowering drug targets, we found that genetically proxied 3-hydroxy-3-methylglutaryl-CoA reductase (HMGCR) inhibition was associated with increased T2DM liability (OR per SD decrease in genetically proxied LDL-C = 1.68 [1.03-2.72, P = 0.04]) but we did not find evidence of a relationship between genetically proxied proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibition and T2DM liability. INTERPRETATION: Consistent with MR findings in Europeans, HDL-C exerts a protective effect on T2DM liability and HMGCR inhibition increases T2DM liability in African ancestry individuals. However, in contrast to European ancestry individuals, LDL-C may increase T2DM liability in African ancestry individuals. This raises the possibility of ethnic differences in the metabolic effects of dyslipidaemia in T2DM. FUNDING: See the Acknowledgements section for more information.
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spelling pubmed-89413232022-03-24 Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study Soremekun, Opeyemi Karhunen, Ville He, Yiyan Rajasundaram, Skanda Liu, Bowen Gkatzionis, Apostolos Soremekun, Chisom Udosen, Brenda Musa, Hanan Silva, Sarah Kintu, Christopher Mayanja, Richard Nakabuye, Mariam Machipisa, Tafadzwa Mason, Amy Vujkovic, Marijana Zuber, Verena Soliman, Mahmoud Mugisha, Joseph Nash, Oyekanmi Kaleebu, Pontiano Nyirenda, Moffat Chikowore, Tinashe Nitsch, Dorothea Burgess, Stephen Gill, Dipender Fatumo, Segun EBioMedicine Articles BACKGROUND: Dyslipidaemia is highly prevalent in individuals with type 2 diabetes mellitus (T2DM). Numerous studies have sought to disentangle the causal relationship between dyslipidaemia and T2DM liability. However, conventional observational studies are vulnerable to confounding. Mendelian Randomization (MR) studies (which address this bias) on lipids and T2DM liability have focused on European ancestry individuals, with none to date having been performed in individuals of African ancestry. We therefore sought to use MR to investigate the causal effect of various lipid traits on T2DM liability in African ancestry individuals. METHODS: Using univariable and multivariable two-sample MR, we leveraged summary-level data for lipid traits and T2DM liability from the African Partnership for Chronic Disease Research (APCDR) (N = 13,612, 36.9% men) and from African ancestry individuals in the Million Veteran Program (N(cases) = 23,305 and N(controls) = 30,140, 87.2% men), respectively. Genetic instruments were thus selected from the APCDR after which they were clumped to obtain independent instruments. We used a random-effects inverse variance weighted method in our primary analysis, complementing this with additional sensitivity analyses robust to the presence of pleiotropy. FINDINGS: Increased genetically proxied low-density lipoprotein cholesterol (LDL-C) and total cholesterol (TC) levels were associated with increased T2DM liability in African ancestry individuals (odds ratio (OR) [95% confidence interval, P-value] per standard deviation (SD) increase in LDL-C = 1.052 [1.000 to 1.106, P = 0.046] and per SD increase in TC = 1.089 [1.014 to 1.170, P = 0.019]). Conversely, increased genetically proxied high-density lipoprotein cholesterol (HDL-C) was associated with reduced T2DM liability (OR per SD increase in HDL-C = 0.915 [0.843 to 0.993, P = 0.033]). The OR on T2DM per SD increase in genetically proxied triglyceride (TG) levels was 0.884 [0.773 to 1.011, P = 0.072] . With respect to lipid-lowering drug targets, we found that genetically proxied 3-hydroxy-3-methylglutaryl-CoA reductase (HMGCR) inhibition was associated with increased T2DM liability (OR per SD decrease in genetically proxied LDL-C = 1.68 [1.03-2.72, P = 0.04]) but we did not find evidence of a relationship between genetically proxied proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibition and T2DM liability. INTERPRETATION: Consistent with MR findings in Europeans, HDL-C exerts a protective effect on T2DM liability and HMGCR inhibition increases T2DM liability in African ancestry individuals. However, in contrast to European ancestry individuals, LDL-C may increase T2DM liability in African ancestry individuals. This raises the possibility of ethnic differences in the metabolic effects of dyslipidaemia in T2DM. FUNDING: See the Acknowledgements section for more information. Elsevier 2022-03-21 /pmc/articles/PMC8941323/ /pubmed/35325778 http://dx.doi.org/10.1016/j.ebiom.2022.103953 Text en © 2022 The Author(s) 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 Articles
Soremekun, Opeyemi
Karhunen, Ville
He, Yiyan
Rajasundaram, Skanda
Liu, Bowen
Gkatzionis, Apostolos
Soremekun, Chisom
Udosen, Brenda
Musa, Hanan
Silva, Sarah
Kintu, Christopher
Mayanja, Richard
Nakabuye, Mariam
Machipisa, Tafadzwa
Mason, Amy
Vujkovic, Marijana
Zuber, Verena
Soliman, Mahmoud
Mugisha, Joseph
Nash, Oyekanmi
Kaleebu, Pontiano
Nyirenda, Moffat
Chikowore, Tinashe
Nitsch, Dorothea
Burgess, Stephen
Gill, Dipender
Fatumo, Segun
Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study
title Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study
title_full Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study
title_fullStr Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study
title_full_unstemmed Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study
title_short Lipid traits and type 2 diabetes risk in African ancestry individuals: A Mendelian Randomization study
title_sort lipid traits and type 2 diabetes risk in african ancestry individuals: a mendelian randomization study
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941323/
https://www.ncbi.nlm.nih.gov/pubmed/35325778
http://dx.doi.org/10.1016/j.ebiom.2022.103953
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