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Kim J, Shin BS, Kim DH, Shin DI, Ahn SH, Kim JG, Ryu SH, Moon HR, Kang HG, Jeong H, Yum KS, Chae HY, Kim DH, Kang K, Kim J. Molecular genomic and epigenomic characteristics related to aspirin and clopidogrel resistance. BMC Med Genomics 2024; 17:166. [PMID: 38902747 PMCID: PMC11188263 DOI: 10.1186/s12920-024-01936-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 06/14/2024] [Indexed: 06/22/2024] Open
Abstract
BACKGROUND Mediators, genomic and epigenomic characteristics involving in metabolism of arachidonic acid by cyclooxygenase (COX) and lipoxygenase (ALOX) and hepatic activation of clopidogrel have been individually suggested as factors associated with resistance against aspirin and clopidogrel. The present multi-center prospective cohort study evaluated whether the mediators, genomic and epigenomic characteristics participating in arachidonic acid metabolism and clopidogrel activation could be factors that improve the prediction of the aspirin and clopidogrel resistance in addition to cardiovascular risks. METHODS We enrolled 988 patients with transient ischemic attack and ischemic stroke who were evaluated for a recurrence of ischemic stroke to confirm clinical resistance, and measured aspirin (ARU) and P2Y12 reaction units (PRU) using VerifyNow to assess laboratory resistance 12 weeks after aspirin and clopidogrel administration. We investigated whether mediators, genotypes, and promoter methylation of genes involved in COX and ALOX metabolisms and clopidogrel activation could synergistically improve the prediction of ischemic stroke recurrence and the ARU and PRU levels by integrating to the established cardiovascular risk factors. RESULTS The logistic model to predict the recurrence used thromboxane A synthase 1 (TXAS1, rs41708) A/A genotype and ALOX12 promoter methylation as independent variables, and, improved sensitivity of recurrence prediction from 3.4% before to 13.8% after adding the mediators, genomic and epigenomic variables to the cardiovascular risks. The linear model we used to predict the ARU level included leukotriene B4, COX2 (rs20417) C/G and thromboxane A2 receptor (rs1131882) A/A genotypes with the addition of COX1 and ALOX15 promoter methylations as variables. The linear PRU prediction model included G/A and prostaglandin I receptor (rs4987262) G/A genotypes, COX2 and TXAS1 promoter methylation, as well as cytochrome P450 2C19*2 (rs4244285) A/A, G/A, and *3 (rs4986893) A/A genotypes as variables. The linear models for predicting ARU (r = 0.291, R2 = 0.033, p < 0.01) and PRU (r = 0.503, R2 = 0.210, p < 0.001) levels had improved prediction performance after adding the genomic and epigenomic variables to the cardiovascular risks. CONCLUSIONS This study demonstrates that different mediators, genomic and epigenomic characteristics of arachidonic acid metabolism and clopidogrel activation synergistically improved the prediction of the aspirin and clopidogrel resistance together with the cardiovascular risk factors. TRIAL REGISTRATION URL: https://www. CLINICALTRIALS gov ; Unique identifier: NCT03823274.
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Grants
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
- YMC037 Yuhan Corporation, South Korea
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Affiliation(s)
- Jei Kim
- Department of Neurology, College of Medicine and Hospital, Daejeon-Chungnam Regional Cardiocerebrovascular Disease Center, Chungnam National University, Daejeon, South Korea.
- Department of Anatomy, College of Medicine, Chungnam National University, 266 Moonhwaro, Joongku, Daejeon, 35015, South Korea.
| | - Byoung-Soo Shin
- Department of Neurology, Research Institute of Clinical Medicine and Biomedical Research Institute, Medical School and Hospital, Jeonbuk National University, Jeonju, South Korea
| | - Dae-Hyun Kim
- Department of Neurology, Busan Regional Cardiocerebrovascular Disease Center, Dong-A University Hospital, Busan, South Korea
| | - Dong-Ick Shin
- Department of Neurology, Chungbuk Regional Cardiocerebrovascular Disease Center, Chungbuk National University Hospital, Cheongju, South Korea
| | - Seong Hwan Ahn
- Department of Neurology, Chosun University Hospital, Gwangju, South Korea
| | - Jae Guk Kim
- Department of Neurology, Eulji University Hospital, Daejeon, South Korea
| | - Su Hyun Ryu
- Department of Neurology, College of Medicine and Hospital, Daejeon-Chungnam Regional Cardiocerebrovascular Disease Center, Chungnam National University, Daejeon, South Korea
| | - Hye Rin Moon
- Department of Neurology, College of Medicine and Hospital, Daejeon-Chungnam Regional Cardiocerebrovascular Disease Center, Chungnam National University, Daejeon, South Korea
| | - Hyun Goo Kang
- Department of Neurology, Research Institute of Clinical Medicine and Biomedical Research Institute, Medical School and Hospital, Jeonbuk National University, Jeonju, South Korea
| | - Hyeseon Jeong
- Department of Neurology, College of Medicine and Hospital, Daejeon-Chungnam Regional Cardiocerebrovascular Disease Center, Chungnam National University, Daejeon, South Korea
| | - Kyu Sun Yum
- Department of Neurology, Chungbuk Regional Cardiocerebrovascular Disease Center, Chungbuk National University Hospital, Cheongju, South Korea
| | - Hee-Yun Chae
- Department of Neurology, Chungbuk Regional Cardiocerebrovascular Disease Center, Chungbuk National University Hospital, Cheongju, South Korea
| | - Do-Hyung Kim
- Department of Neurology, Eulji University Hospital, Daejeon, South Korea
| | - Keunsoo Kang
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, South Korea
| | - Jeeyeon Kim
- Department of Neurology, College of Medicine and Hospital, Daejeon-Chungnam Regional Cardiocerebrovascular Disease Center, Chungnam National University, Daejeon, South Korea
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Ghali MGZ, Srinivasan VM, Johnson J, Kan P, Britz G. Therapeutically Targeting Platelet-Derived Growth Factor-Mediated Signaling Underlying the Pathogenesis of Subarachnoid Hemorrhage-Related Vasospasm. J Stroke Cerebrovasc Dis 2018; 27:2289-2295. [PMID: 30037648 DOI: 10.1016/j.jstrokecerebrovasdis.2018.02.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 02/10/2018] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Vasospasm accounts for a large fraction of the morbidity and mortality burden in patients sustaining subarachnoid hemorrhage (SAH). Platelet-derived growth factor (PDGF)-β levels rise following SAH and correlate with incidence and severity of vasospasm. METHODS The literature was reviewed for studies investigating the role of PDGF in the pathogenesis of SAH-related vasospasm and efficacy of pharmacological interventions targeting the PDGF pathway in ameliorating the same and improving clinical outcomes. RESULTS Release of blood under high pressure into the subarachnoid space activates the complement cascade, which results in release of PDGF. Abluminal contact of blood with cerebral vessels increases their contractile response to PDGF-β and thrombin, with the latter upregulating PDGF-β receptors and augmenting effects of PDGF-β. PDGF-β figures prominently in the early and late phases of post-SAH vasospasm. PDGF-β binding to the PDGF receptor-β results in receptor tyrosine kinase domain activation and consequent stimulation of intracellular signaling pathways, including p38 mitogen-activated protein kinase, phosphatidylinositol-3-kinase, Rho-associated protein kinase, and extracellular regulated kinase 1 and 2. Consequent increases in intracellular calcium and increased expression of genes mediating cellular growth and proliferation mediate PDGF-induced augmentation of vascular smooth muscle cell contractility, hypertrophy, and proliferation. CONCLUSION Treatments with statins, serine protease inhibitors, and small molecular pathway inhibitors have demonstrated varying degrees of efficacy in prevention of cerebral vasospasm, which is improved with earlier institution.
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Affiliation(s)
- Michael George Zaki Ghali
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas; Department of Neurosurgery, Houston Methodist Hospital, Houston, Texas.
| | | | - Jeremiah Johnson
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas
| | - Peter Kan
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas
| | - Gavin Britz
- Department of Neurosurgery, Houston Methodist Hospital, Houston, Texas
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Milanowski L, Pordzik J, Janicki PK, Kaplon-Cieslicka A, Rosiak M, Peller M, Tyminska A, Ozieranski K, Filipiak KJ, Opolski G, Mirowska-Guzel D, Postula M. New single-nucleotide polymorphisms associated with differences in platelet reactivity and their influence on survival in patients with type 2 diabetes treated with acetylsalicylic acid: an observational study. Acta Diabetol 2017; 54:343-351. [PMID: 27995340 PMCID: PMC5352797 DOI: 10.1007/s00592-016-0945-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 11/22/2016] [Indexed: 12/28/2022]
Abstract
AIMS Genetic polymorphisms may contribute to platelet reactivity in diabetic patients; however, the information on their influence on long-term antiplatelet therapy is lacking. Our aim was to evaluate the role of previously described genetic variants and platelet reactivity on risk of all-cause mortality and cardiovascular events. METHODS Blood samples were obtained from 303 Caucasian patients. Genome-wide genotyping was performed using Illumina Human Omni 2.5-Quad microarrays, and individual genotyping of selected SNPs was performed using a custom Sequenom iPLEX assay in conjunction with the Mass ARRAY platform. Platelet reactivity was measured with VerifyNow Aspirin Assay and PFA-100 Assay. Univariate and multivariate Cox regression analyses were performed to determine the impact of genetic variants and platelets reactivity on risk of all-cause mortality and cardiovascular events. RESULTS Among the 237 patients included in the follow-up, death from any cause occurred in 34 (14.3%) patients and cardiovascular events occurred in 51 (21.5%) patients within a median observation time of 71 months (5.9 years). In univariate analyses, significant association in the presence of minor alleles in TXBA2R (rs1131882) with primary (HR 2.54, 95% CI 1.15-5.60, p = 0.021) and secondary endpoint (HR 2.06, 95% CI 1.06-4.04, p = 0.034) was observed. In addition, multivariate analyses revealed the impact of this polymorphism on primary (HR 2.34, 95% CI 1.09-5.00, p = 0.029) and secondary endpoint (HR 1.89, 95% CI 1.00-3.57, p = 0.048). CONCLUSIONS Results of the study demonstrate for the first time an association between genetic polymorphism within TXBA2R gene encoding platelet's surface receptor and long-term survival of diabetic patients treated with ASA.
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Affiliation(s)
- Lukasz Milanowski
- Department of Experimental and Clinical Pharmacology, Center for Preclinical Research and Technology CEPT, Medical University of Warsaw, Banacha 1B str., 02-097, Warsaw, Poland
| | - Justyna Pordzik
- Department of Experimental and Clinical Pharmacology, Center for Preclinical Research and Technology CEPT, Medical University of Warsaw, Banacha 1B str., 02-097, Warsaw, Poland
| | - Piotr K Janicki
- Perioperative Genomics Laboratory, College of Medicine, Penn State University, Hershey, PA, USA
| | | | - Marek Rosiak
- Department of Cardiology and Hypertension, Central Clinical Hospital, Ministry of the Interior, Warsaw, Poland
| | - Michal Peller
- Department of Cardiology, Medical University of Warsaw, Warsaw, Poland
| | - Agata Tyminska
- Department of Cardiology, Medical University of Warsaw, Warsaw, Poland
| | | | | | - Grzegorz Opolski
- Department of Cardiology, Medical University of Warsaw, Warsaw, Poland
| | - Dagmara Mirowska-Guzel
- Department of Experimental and Clinical Pharmacology, Center for Preclinical Research and Technology CEPT, Medical University of Warsaw, Banacha 1B str., 02-097, Warsaw, Poland
| | - Marek Postula
- Department of Experimental and Clinical Pharmacology, Center for Preclinical Research and Technology CEPT, Medical University of Warsaw, Banacha 1B str., 02-097, Warsaw, Poland.
- Perioperative Genomics Laboratory, College of Medicine, Penn State University, Hershey, PA, USA.
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POSTULA MAREK, JANICKI PIOTRKAZIMIERZ, ROSIAK MAREK, EYILETEN CEREN, ZAREMBA MAŁGORZATA, KAPLON-CIESLICKA AGNIESZKA, SUGINO SHIGEKAZU, KOSIOR DARIUSZARTUR, OPOLSKI GRZEGORZ, FILIPIAK KRZYSZTOFJERZY, MIROWSKA-GUZEL DAGMARA. Targeted deep resequencing of ALOX5 and ALOX5AP in patients with diabetes and association of rare variants with leukotriene pathways. Exp Ther Med 2016; 12:415-421. [PMID: 27347071 PMCID: PMC4906979 DOI: 10.3892/etm.2016.3334] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2015] [Accepted: 02/11/2016] [Indexed: 02/07/2023] Open
Abstract
The aim of the present study was to investigate a possible association between the accumulation of rare coding variants in the genes for arachidonate 5-lipoxygenase (ALOX5) and ALOX5-activating protein (ALOX5AP), and corresponding production of leukotrienes (LTs) in patients with type 2 diabetes mellitus (T2DM) receiving acetylsalicylic therapy. Twenty exons and corresponding introns of the selected genes were resequenced in 303 DNA samples from patients with T2DM using pooled polymerase chain reaction amplification and next-generation sequencing, using an Illumina HiSeq 2000 sequencing system. The observed non-synonymous variants were further confirmed by individual genotyping of DNA samples comprising of all individuals from the original discovery pools. The association between the investigated phenotypes was based on LTB4 and LTE4 concentrations, and the accumulation of rare missense variants (genetic burden) in investigated genes was evaluated using statistical collapsing tests. A total of 10 exonic variants were identified for each resequenced gene, including 5 missense and 5 synonymous variants. The rare missense variants did not exhibit statistically significant differences in the accumulation pattern between the patients with low and high LTs concentrations. As the present study only included patients with T2DM, it is unclear whether the absence of observed association between the accumulation of rare missense variants in investigated genes and LT production is associated with diabetic populations only or may also be applied to other populations.
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Affiliation(s)
- MAREK POSTULA
- Department of Experimental and Clinical Pharmacology, Medical University of Warsaw, Center for Preclinical Research and Technology CEPT, Warsaw 02-097, Poland
- Perioperative Genomics Laboratory, Penn State University, College of Medicine, Hershey, PA 17033, USA
| | - PIOTR KAZIMIERZ JANICKI
- Perioperative Genomics Laboratory, Penn State University, College of Medicine, Hershey, PA 17033, USA
| | - MAREK ROSIAK
- Department of Experimental and Clinical Pharmacology, Medical University of Warsaw, Center for Preclinical Research and Technology CEPT, Warsaw 02-097, Poland
- Department of Cardiology and Hypertension, Central Clinical Hospital, The Ministry of the Interior, Warsaw 02-507, Poland
| | - CEREN EYILETEN
- Department of Experimental and Clinical Pharmacology, Medical University of Warsaw, Center for Preclinical Research and Technology CEPT, Warsaw 02-097, Poland
| | - MAŁGORZATA ZAREMBA
- Department of Experimental and Clinical Pharmacology, Medical University of Warsaw, Center for Preclinical Research and Technology CEPT, Warsaw 02-097, Poland
| | | | - SHIGEKAZU SUGINO
- Perioperative Genomics Laboratory, Penn State University, College of Medicine, Hershey, PA 17033, USA
| | - DARIUSZ ARTUR KOSIOR
- Department of Cardiology and Hypertension, Central Clinical Hospital, The Ministry of the Interior, Warsaw 02-507, Poland
- Department of Applied Physiology, Mossakowski Medical Research Centre, Polish Academy of Sciences, Warsaw 02-106, Poland
| | - GRZEGORZ OPOLSKI
- Department of Cardiology, Medical University of Warsaw, Warsaw 02-091, Poland
| | | | - DAGMARA MIROWSKA-GUZEL
- Department of Experimental and Clinical Pharmacology, Medical University of Warsaw, Center for Preclinical Research and Technology CEPT, Warsaw 02-097, Poland
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CUI HONGKAI, YAN RUIFANG, DING XIAOLI, ZHAO PENG, WU QINGWU, WANG HONGPO, QIN HAIXIA, TU JIANFEI, YANG RUIMIN. Platelet-derived growth factor-β expression in rabbit models of cerebral vasospasm following subarachnoid hemorrhage. Mol Med Rep 2014; 10:1416-22. [DOI: 10.3892/mmr.2014.2350] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 04/01/2014] [Indexed: 11/05/2022] Open
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