Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784673086240456704 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8941323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT soremekunopeyemi lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT karhunenville lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT heyiyan lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT rajasundaramskanda lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT liubowen lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT gkatzionisapostolos lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT soremekunchisom lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT udosenbrenda lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT musahanan lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT silvasarah lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT kintuchristopher lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT mayanjarichard lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT nakabuyemariam lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT machipisatafadzwa lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT masonamy lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT vujkovicmarijana lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT zuberverena lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT solimanmahmoud lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT mugishajoseph lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT nashoyekanmi lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT kaleebupontiano lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT nyirendamoffat lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT chikoworetinashe lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT nitschdorothea lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT burgessstephen lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT gilldipender lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy AT fatumosegun lipidtraitsandtype2diabetesriskinafricanancestryindividualsamendelianrandomizationstudy |