Causal relationship between novel antidiabetic drugs and ischemic stroke: a drug-targeted Mendelian randomization study

被引:0
作者
Yu, Zongliang [1 ,2 ]
Liu, Xinyi [1 ,2 ]
Feng, Xue [2 ]
Zhang, Xiaonan [2 ]
Gao, Rui [2 ]
机构
[1] Beijing Univ Chinese Med, Beijing, Peoples R China
[2] China Acad Chinese Med Sci, Xiyuan Hosp, Beijing, Peoples R China
来源
FRONTIERS IN CARDIOVASCULAR MEDICINE | 2024年 / 11卷
基金
国家重点研发计划;
关键词
ischemic stroke; novel antidiabetic agents; GLP-1 receptor agonists; SGLT-2; inhibitors; DPP-4; Mendelian randomization analysis; RECEPTOR AGONISTS; SGLT2; INHIBITORS; COLOCALIZATION; PREVENTION; GLUCOSE; SODIUM;
D O I
10.3389/fcvm.2024.1449185
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background The escalating global economic burden of ischemic stroke poses a significant public health challenge amid global aging trends. The broad therapeutic efficacy of new antidiabetic drugs may offer new options in the prevention and treatment of ischemic stroke. Consistent conclusions regarding the relationship between novel antidiabetic agents and the risk of ischemic stroke remain elusive, and the causal relationship deserves further investigation.Materials and methods Three novel antidiabetic drug targets were selected, and cis-expression quantitative trait loci (cis-eQTL) were screened as instrumental variables. Genetic association data for ischemic stroke were obtained from the Genome-wide Association Study (GWAS) database. Mendelian randomization (MR) analysis, facilitated by R software, calculated MR estimates for each single nucleotide polymorphism (SNP), and meta-analysis was performed using five methods. To ensure robustness, sensitivity analyses, heterogeneity analyses, horizontal pleiotropy analyses, and co-localization analyses were conducted for significant MR associations.Results Three eQTLs for antidiabetic drug genes served as instrumental variables, utilizing a GWAS dataset comprising 34,217 cases and 406,111 controls for ischemic stroke. Genetic variants in glucagon-like peptide-1 receptor agonists (GLP-1 RA) targets exhibited a positive correlation with ischemic stroke risk (OR 1.06, 95% CI 1.04-1.08, P = 0.000), while genetic variation in dipeptidyl peptidase 4 inhibitors (DPP-4i) targets showed a negative association with ischemic stroke risk (OR 0.93, 95% CI 0.89-0.97, P = 0.003). Sensitivity analyses supported robust conclusions, revealing no heterogeneity or horizontal pleiotropy.Conclusion This study found that GLP-1 RA and DPP-4i were associated with an increased risk of ischemic stroke by MR analysis. Although sensitivity analyses provide support for this result, it contradicts previous knowledge. Therefore, the results of this study still need to treated with caution. Updated and more in-depth GWAS data and high-quality real-world data are expected to validate the results.
引用
收藏
页数:7
相关论文
共 54 条
  • [11] GBD 2016 Multiple Sclerosis Collaborators, 2019, LANCET NEUROL, V18, P269, DOI [DOI 10.1002/2327-6924.12189, 10.1016/S1474-4422(18)30443-5, DOI 10.1016/S1474-4422(19)30034-1, 10.1016/S1474-4422]
  • [12] Dapagliflozin Binds Specifically to Sodium-Glucose Cotransporter 2 in the Proximal Renal Tubule
    Ghezzi, Chiara
    Yu, Amy S.
    Hirayama, Bruce A.
    Kepe, Vladimir
    Liu, Jie
    Scafoglio, Claudio
    Powell, David R.
    Huang, Sung-Cheng
    Satyamurthy, Nagichettiar
    Barrio, Jorge R.
    Wright, Ernest M.
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2017, 28 (03): : 802 - 810
  • [13] Bayesian Test for Colocalisation between Pairs of Genetic Association Studies Using Summary Statistics
    Giambartolomei, Claudia
    Vukcevic, Damjan
    Schadt, Eric E.
    Franke, Lude
    Hingorani, Aroon D.
    Wallace, Chris
    Plagnol, Vincent
    [J]. PLOS GENETICS, 2014, 10 (05):
  • [14] Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption
    Hartwig, Fernando Pires
    Smith, George Davey
    Bowden, Jack
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2017, 46 (06) : 1985 - 1998
  • [15] Albiglutide and cardiovascular outcomes in patients with type 2 diabetes and cardiovascular disease (Harmony Outcomes): a double-blind, randomised placebo-controlled trial
    Hernandez, Adrian F.
    Green, Jennifer B.
    Janmohamed, Salim
    D'Agostino, Ralph B., Sr.
    Granger, Christopher B.
    Jones, Nigel P.
    Leiter, Lawrence A.
    Rosenberg, Anne E.
    Sigmon, Kristina N.
    Somerville, Matthew C.
    Thorpe, Karl M.
    McMurray, John J. V.
    Del Prato, Stefano
    [J]. LANCET, 2018, 392 (10157) : 1519 - 1529
  • [16] Probabilistic colocalization of genetic variants from complex and molecular traits: promise and limitations
    Hukku, Abhay
    Pividori, Milton
    Luca, Francesca
    Pique-Regi, Roger
    Im, Hae Kyung
    Wen, Xiaoquan
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2021, 108 (01) : 25 - 35
  • [17] Intensive vs Standard Treatment of Hyperglycemia and Functional Outcome in Patients With Acute Ischemic Stroke: The SHINE Randomized Clinical Trial
    Johnston, Karen C.
    Bruno, Askiel
    Pauls, Qi
    Hall, Christiana E.
    Barrett, Kevin M.
    Barsan, William
    Fansler, Amy
    Van de Bruinhorst, Katrina
    Janis, Scott
    Durkalski-Mauldin, Valerie L.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2019, 322 (04): : 326 - 335
  • [18] In CV disease, GLP-1 RAs and SGLT2 inhibitors reduce CV mortality
    Kelsey, Michelle D.
    Newby, L. Kristin
    [J]. ANNALS OF INTERNAL MEDICINE, 2022, 175 (03) : JC26 - JC26
  • [19] Comparative Cardiovascular Effectiveness and Safety of SGLT-2 Inhibitors, GLP-1 Receptor Agonists, and DPP-4 Inhibitors According to Frailty in Type 2 Diabetes
    Kutz, Alexander
    Kim, Dae Hyun
    Wexler, Deborah J.
    Liu, Jun
    Schneeweiss, Sebastian
    Glynn, Robert J.
    Patorno, Elisabetta
    [J]. DIABETES CARE, 2023, 46 (11) : 2004 - 2014
  • [20] Mendelian randomization for cardiovascular diseases: principles and applications
    Larsson, Susanna C.
    Butterworth, Adam S.
    Burgess, Stephen
    [J]. EUROPEAN HEART JOURNAL, 2023, 44 (47) : 4913 - 4924