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Mai NTQ, Hieu NV, Ngan TT, Van Anh T, Van Linh P, Thu Phuong NT. Impact of Ginkgo biloba drug interactions on bleeding risk and coagulation profiles: A comprehensive analysis. PLoS One 2025; 20:e0321804. [PMID: 40198642 PMCID: PMC11991284 DOI: 10.1371/journal.pone.0321804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 02/27/2025] [Indexed: 04/10/2025] Open
Abstract
This retrospective observational study was conducted to investigate the prevalence and clinical implications of drug interactions involving Ginkgo biloba extract on bleeding risk and coagulation profiles. Our analysis utilized data from patients admitted to Hai Phong International Hospital between January 2022 and December 2023. Inclusion criteria consisted of patients aged 18 years and above, those prescribed Ginkgo biloba extract alone or in combination with other medications, and the availability of complete medical records, including medication history, laboratory tests, and clinical outcomes. Out of 2,647 prescriptions meeting the inclusion criteria, 342 exhibited drug interactions with a prevalence rate of 12.94%. Notably, Ginkgo biloba extract frequent interacts with antiplatelets, anticoagulants, and nonsteroidal anti-inflammatory drugs, with Clopidogrel and Aspirin exhibiting the highest prevalence rates of 2.61% each. However, interactions with anticoagulants including direct oral anticoagulants and acenocoumarol, were not statistically significant in our analysis. Omeprazole was a frequently interacting drug (2.34%) of mild severity. Among the 747 patients analyzed for bleeding disorders, 31 (4.15%) exhibited bleeding symptoms. Correlation analysis indicated a strong association between clinical bleeding and abnormal coagulation results (OR, 1.75; p < 0.001). Moreover, significant correlations were found between Ginkgo biloba extract drug interactions and the bleeding risk (OR: 1.08, p < 0.001) and abnormal coagulation (OR: 1.49, p < 0.001). The severity of Ginkgo biloba extract drug interactions did not correlate with bleeding risk (OR: 1.01, p = 0.767) but influenced abnormal coagulation test results (OR: 0.813, p = 0.019). Specific medications, including clopidogrel, aspirin, celecoxib, loxoprofen, nifedipine, and omeprazole, were significantly associated with the risk of bleeding and abnormal coagulation (p < 0.05). Interactions with ticagrelor, etoricoxib, insulin, omeprazole, and domperidone were associated with abnormal coagulation tests without affecting the reported bleeding. These findings underscore the critical need of evaluating potential interactions involving Ginkgo biloba extract drug interactions in clinical pratice, particularly when assessing bleeding risk and managing coagulation.
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Affiliation(s)
- Ngo Thi Quynh Mai
- Faculty of Pharmacy, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam
| | - Nguyen Viet Hieu
- Faculty of Pharmacy, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam
| | - Tran Thi Ngan
- Faculty of Pharmacy, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam
- Department of Pharmacy, Hai Phong International Hospital, Hai Phong, Vietnam
| | - Tran Van Anh
- Faculty of Pharmacy, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam
- Department of Pharmacy, Hai Phong International Hospital, Hai Phong, Vietnam
| | - Pham Van Linh
- Department of Pathology and Immunology, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam
| | - Nguyen Thi Thu Phuong
- Faculty of Pharmacy, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam
- Department of Pharmacy, Hai Phong International Hospital, Hai Phong, Vietnam
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Jian J, He D, Gao S, Tao X, Dong X. Pharmacokinetics in Pharmacometabolomics: Towards Personalized Medication. Pharmaceuticals (Basel) 2023; 16:1568. [PMID: 38004434 PMCID: PMC10675232 DOI: 10.3390/ph16111568] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 10/19/2023] [Accepted: 10/27/2023] [Indexed: 11/26/2023] Open
Abstract
Indiscriminate drug administration may lead to drug therapy results with varying effects on patients, and the proposal of personalized medication can help patients to receive effective drug therapy. Conventional ways of personalized medication, such as pharmacogenomics and therapeutic drug monitoring (TDM), can only be implemented from a single perspective. The development of pharmacometabolomics provides a research method for the realization of precise drug administration, which integrates the environmental and genetic factors, and applies metabolomics technology to study how to predict different drug therapeutic responses of organisms based on baseline metabolic levels. The published research on pharmacometabolomics has achieved satisfactory results in predicting the pharmacokinetics, pharmacodynamics, and the discovery of biomarkers of drugs. Among them, the pharmacokinetics related to pharmacometabolomics are used to explore individual variability in drug metabolism from the level of metabolism of the drugs in vivo and the level of endogenous metabolite changes. By searching for relevant literature with the keyword "pharmacometabolomics" on the two major literature retrieval websites, PubMed and Web of Science, from 2006 to 2023, we reviewed articles in the field of pharmacometabolomics that incorporated pharmacokinetics into their research. This review explains the therapeutic effects of drugs on the body from the perspective of endogenous metabolites and pharmacokinetic principles, and reports the latest advances in pharmacometabolomics related to pharmacokinetics to provide research ideas and methods for advancing the implementation of personalized medication.
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Affiliation(s)
- Jingai Jian
- School of Medicine, Shanghai University, Shanghai 200444, China; (J.J.); (D.H.)
| | - Donglin He
- School of Medicine, Shanghai University, Shanghai 200444, China; (J.J.); (D.H.)
| | - Songyan Gao
- Institute of Translational Medicine, Shanghai University, Shanghai 200444, China;
| | - Xia Tao
- Department of Pharmacy, Changzheng Hospital, Second Military Medical University, Shanghai 200003, China
| | - Xin Dong
- School of Medicine, Shanghai University, Shanghai 200444, China; (J.J.); (D.H.)
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3
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Ruiz Pizarro V, Vivas D, Bernardo E, Ortega A, Sánchez Enrique C, Enríquez D, Palacios Rubio J, Vilacosta I, Fernández Ortiz A, Macaya C. Platelet reactivity in patients with coronary artery disease on treatment with ivabradine and clopidogrel: The PLATIVA study. DRUGS & THERAPY PERSPECTIVES 2021. [DOI: 10.1007/s40267-021-00828-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Tahmasebivand M, Barzegari H, Izadpanah M. Frequency of polypharmacy and drug interactions in inpatients in the emergency department, Southwest of Iran. EMERGENCY CARE JOURNAL 2021. [DOI: 10.4081/ecj.2021.9082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
This study aimed to evaluate the polypharmacy extent and the frequency and severity of drug interactions by evaluating inpatients in the emergency department. In this epidemiologicaldescriptive study, data were collected retrospectively by reviewing medical records of 92 hospitalized patients in the emergency department with a stay over 48 hours. Out of the study population, 54.3% and 45.7% were respectively male and female, with a mean age of 59.09. In terms of hospitalization, 27.2% and 16.3% were hospitalized due to heart problems and trauma, respectively and the mean length of hospitalization was 3.91 with a standard deviation of 2.57 days. The mean drug received was 8.48, with a standard deviation of 4.48. Of the patients, 81.5% received more than 5 drugs; in addition, the observed amounts of drug interactions of A, B, C, D, and X were 2.5%, 17%, 59.3%, 19.5%, and 1.9%, respectively. The drug interaction prevalence in inpatients in the emergency department was high. The presence of a pharmacist is necessary to identify drug interactions and reduce drug-therapy problems to provide quality services.
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Eslami V, Gheymati A. Clopidogrel-induced liver damage: A case report and review of the literature. Clin Case Rep 2020; 8:3024-3027. [PMID: 33363872 PMCID: PMC7752642 DOI: 10.1002/ccr3.3324] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 07/02/2020] [Accepted: 07/20/2020] [Indexed: 12/21/2022] Open
Abstract
Liver damage is a rare side effect of clopidogrel. That is reversible in most cases. Considering the widespread use of this medication in cardiovascular diseases, the management of hepatotoxicity requires further meticulous investigation.
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Affiliation(s)
- Vahid Eslami
- Shahid Beheshti University of Medical Sciences, Cardiovascular Research CenterTehranIran
| | - Azin Gheymati
- Tehran University of Medical Sciences, School of PharmacyTehranIran
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Farhat N, Birkett N, Haddad N, Fortin Y, Momoli F, Wen SW, Wielgosz A, McNair DS, Mattison DR, Krewski D. Risk of Adverse Cardiovascular Events Following a Myocardial Infarction in Patients Receiving Combined Clopidogrel and Proton Pump Inhibitor Treatment: A Nested Case-Control Study. Drugs Real World Outcomes 2020; 7:191-203. [PMID: 32617885 PMCID: PMC7392938 DOI: 10.1007/s40801-020-00204-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background The clinical implications of potential interactions between proton pump inhibitors (PPIs) and clopidogrel have been debated for over a decade. Objective We assessed the association between combined clopidogrel–PPI treatment and the risk of recurrent myocardial infarction (MI) and three secondary outcomes. Patients and Methods A nested case–control study was conducted within Cerner Corporation’s Health Facts® database. A retrospective cohort of patients who experienced a first MI and started clopidogrel treatment was created. Within this cohort, patients experiencing a second MI (cases) were matched with up to five controls. Logistic regression was used to estimate adjusted odds ratios (aORs). Findings were compared with those obtained from models with three negative control exposure drugs: H2 receptor antagonists, prasugrel, and ticagrelor. Results In total, 2890 recurrent MI cases were identified within 12 months following entry into the cohort of clopidogrel users (N = 52,006). aOR for PPI use versus non-use among clopidogrel users was 1.08 [95% confidence interval (CI) 0.95–1.23]. Similar ORs were obtained for secondary endpoints. A positive association between combined use of clopidogrel/PPIs and increased risk of MI was seen in the group aged 80–89 years (aOR 1.26; 95% CI 1.05–1.51). No associations with MI were observed for (1) H2 receptor antagonist use versus non-use among clopidogrel users or (2) PPI use versus non-use among prasugrel users or among ticagrelor users. Conclusions Overall, our findings do not support a significant adverse clinical impact of concomitant clopidogrel/PPI use by patients with MI. Nonetheless, investigation of the possible association seen in those aged 80–89 years may be warranted. Electronic supplementary material The online version of this article (10.1007/s40801-020-00204-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nawal Farhat
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada. .,McLaughlin Centre for Population Health Risk Assessment, Ottawa, ON, Canada.
| | - Nicholas Birkett
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,McLaughlin Centre for Population Health Risk Assessment, Ottawa, ON, Canada
| | - Nisrine Haddad
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,McLaughlin Centre for Population Health Risk Assessment, Ottawa, ON, Canada
| | - Yannick Fortin
- McLaughlin Centre for Population Health Risk Assessment, Ottawa, ON, Canada
| | - Franco Momoli
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,Risk Sciences International, Ottawa, ON, Canada
| | - Shi Wu Wen
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.,OMNI Research Group, Department of Obstetrics and Gynecology, University of Ottawa Faculty of Medicine, Ottawa, ON, Canada
| | | | | | - Donald R Mattison
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,McLaughlin Centre for Population Health Risk Assessment, Ottawa, ON, Canada.,Risk Sciences International, Ottawa, ON, Canada
| | - Daniel Krewski
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,McLaughlin Centre for Population Health Risk Assessment, Ottawa, ON, Canada.,Risk Sciences International, Ottawa, ON, Canada
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Li M, Feng L, Li X, Gao R, Wu Y. Influences of Smoking Status on Effectiveness of Cytochrome P450 Enzyme System Metabolized Medications in Reducing In-Hospital Death in 14 658 Patients With Acute Myocardial Infarction: Data From CPACS-3 Study. J Cardiovasc Pharmacol Ther 2020; 25:418-424. [PMID: 32338045 DOI: 10.1177/1074248420921304] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND The benefit of cytochrome P450 (CYP450) enzyme system metabolized medications, especially clopidogrel, was reported more pronounced in smoking than nonsmoking patients, but limited evidence was available from Asian patients. We analyzed data from a large registry-based study of Chinese patients with acute myocardial infarction (AMI) to understand if the above finding could be reproduced. METHODS A total of 14 658 patients with AMI were prospectively recruited from 101 hospitals across China. Generalized estimating equation was applied to assess the association between CYP450 enzyme system metabolized medications (clopidogrel, statins, calcium channel blockers) and in-hospital death in smoking and nonsmoking patients, separately, adjusting for hospital clustering effects and propensity score of using the medication in question. RESULTS There were 86%, 93%, and 10% of study patients who received clopidogrel, statins, and calcium channel blockers during the hospitalization. Compared with patients not receiving clopidogrel, patients receiving the drug had a significantly lower risk of in-hospital death (adjusted relative risk [RR] = 0.61, 95% confidence interval [CI]: 0.40-0.91) in current smokers but an insignificant lower risk (adjusted RR = 0.85, 95% CI: 0.71-1.01) in nonsmokers, and the P for interaction was <.01. The corresponding adjusted RR was 0.45 (95% CI: 0.24-0.86) in current smokers and 0.94 (95% CI: 0.68-1.29) in nonsmokers (P for interaction <.01) for statins use and 1.00 (95% CI: 0.53-1.89) in current smokers and 0.66 (95% CI: 0.48-0.90) in nonsmokers (P for interaction = .23) for calcium channel blockers use. CONCLUSIONS Our study in a large cohort of Chinese patients with AMI found that the treatment effect in reducing risk of in-hospital death was significantly larger in smokers than in nonsmokers as for clopidogrel and statins but not for calcium channel blockers.
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Affiliation(s)
- Min Li
- Clinical Epidemiology and EBM Center, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Lin Feng
- Peking University Clinical Research Institute, Peking University Health Science Center, Beijing, China
| | - Xian Li
- The George Institute for Global Health at Peking University Health Science Center, Beijing, China
| | - Runlin Gao
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yangfeng Wu
- Peking University Clinical Research Institute, Peking University Health Science Center, Beijing, China.,The George Institute for Global Health at Peking University Health Science Center, Beijing, China
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9
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Luchessi AD, Concheiro M, Germano JDF, Silbiger VN, Bortolin RH, Cruz A, Quintela O, Brion M, Carracedo A, Iñiguez A, Bravo M, López-Rivadulla M, Hirata RDC, Sousa AGMR, Hirata MH. ABCC3 Polymorphisms and mRNA Expression Influence the Concentration of a Carboxylic Acid Metabolite in Patients on Clopidogrel and Aspirin Therapy. Basic Clin Pharmacol Toxicol 2017; 120:466-474. [PMID: 27862978 DOI: 10.1111/bcpt.12703] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 11/06/2016] [Indexed: 12/13/2022]
Abstract
Acetylsalicylic acid (ASA) and clopidogrel combined therapy has been reported to be beneficial in patients with acute coronary syndrome (ACS). Antiplatelet drug resistance, especially to clopidogrel, is a multifactorial phenomenon that affects a large number of ACS patients. The genetic contribution to this drug response is not fully elucidated. We investigated the relationship of ABC-type efflux subfamily C member 3 (ABCC3) polymorphisms and mRNA expression with plasma concentrations of clopidogrel, salicylic acid (SA) and a carboxylic acid metabolite (CAM). Clopidogrel, CAM and SA plasma concentrations were measured simultaneously by liquid chromatography-tandem mass spectrometry (LCMS/MS) from 83 ACS patients undergoing percutaneous coronary intervention. ABCC3 (rs757421, rs733392 and rs739923) and CYP2C19*2 (rs4244285) polymorphisms as well as mRNA expression were evaluated. A positive correlation was found between CAM concentrations and ABCC3 mRNA expression (r = 0.494, p < 0.0001). Patients carrying genotype AA (rs757421 variant) had higher CAM concentrations and ABCC3 mRNA expression as compared to those of GG + GA carriers (p = 0.017). A multiple linear regression analysis revealed that ABCC3 mRNA expression (p = 0.017), rs757421 AA genotype (p = 0.001), blood collection time (p = 0.018) and clopidogrel dose (p = 0.001) contributed to the concentration of CAM. No associations were observed for the CYP2C19*2 polymorphism. These results suggest that up-regulation of ABCC3 mRNA expression leads to increased plasma CAM levels through MRP3-mediated cell efflux. The ABCC3 rs757421 polymorphism may contribute to gene expression. Therefore, ABCC3 may be a potential biomarker for the response to clopidogrel.
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Affiliation(s)
- André Ducati Luchessi
- School of Pharmaceutical Science, University of Sao Paulo, Sao Paulo, Brazil.,Department of Clinical and Toxicological Analysis, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Marta Concheiro
- Luis Concheiro Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
| | | | - Vivian Nogueira Silbiger
- Department of Clinical and Toxicological Analysis, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Raul Hernandes Bortolin
- Department of Clinical and Toxicological Analysis, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Angelines Cruz
- Luis Concheiro Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Oscar Quintela
- Department of Madrid, National Institute of Toxicology and Forensic Science, Madrid, Spain
| | - Maria Brion
- Genetics of Cardiovascular and Ophthalmological Diseases, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.,Genomic Medicine, University of Santiago de Compostela, IDIS, CIBERER, Santiago de Compostela, Spain
| | - Angel Carracedo
- Genomic Medicine, University of Santiago de Compostela, IDIS, CIBERER, Santiago de Compostela, Spain
| | - Andres Iñiguez
- Cardiology Service, Alvaro Cunqueiro Hospital, Vigo, Spain
| | - Marisol Bravo
- Cardiology Service, Alvaro Cunqueiro Hospital, Vigo, Spain
| | - Manuel López-Rivadulla
- Luis Concheiro Institute of Forensic Sciences, University of Santiago de Compostela, Santiago de Compostela, Spain
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