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AbdulHameed MDM, Dey S, Xu Z, Clancy B, Desai V, Wallqvist A. MONSTROUS: a web-based chemical-transporter interaction profiler. Front Pharmacol 2025; 16:1498945. [PMID: 40078284 PMCID: PMC11896873 DOI: 10.3389/fphar.2025.1498945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 01/28/2025] [Indexed: 03/14/2025] Open
Abstract
Transporters are membrane proteins that are critical for normal cellular function and mediate the transport of endogenous and exogenous chemicals. Chemical interactions with these transporters have the potential to affect the pharmacokinetic properties of drugs. Inhibition of transporters can cause adverse drug-drug interactions and toxicity, whereas if a drug is a substrate of a transporter, it could lead to reduced therapeutic effects. The importance of transporters in drug efficacy and toxicity has led regulatory agencies, such as the U.S. Food and Drug Administration and the European Medicines Agency, to recommend screening of new molecular entities for potential transporter interactions. To aid in the rapid screening and prioritization of drug candidates without transporter liability, we developed a publicly available, web-based transporter profiler, MOlecular traNSporT inhibitoR and substrate predictOr Utility Server (MONSTROUS), that predicts the potential of a chemical to interact with transporters recommended for testing by regulatory agencies. We utilized publicly available data and developed machine learning or similarity-based classification models to predict inhibitors and substrates for 12 transporters. We used graph convolutional neural networks (GCNNs) to develop predictive models for transporters with sufficient bioactivity data, and we implemented two-dimensional similarity-based approach for those without sufficient data. The GCNN inhibitor models have an average five-fold cross-validated receiver operating characteristic area under the curve (ROC-AUC) of 0.85 ± 0.07, and the GCNN substrate models have an average ROC-AUC of 0.79 ± 0.08. We implemented the models along with applicability domain calculations in an easy-to-use web interface and made it publicly available at https://monstrous.bhsai.org/.
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Affiliation(s)
- Mohamed Diwan M. AbdulHameed
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, Defense Health Agency Research and Development, Medical Research and Development Command, Frederick, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Souvik Dey
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, Defense Health Agency Research and Development, Medical Research and Development Command, Frederick, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Zhen Xu
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, Defense Health Agency Research and Development, Medical Research and Development Command, Frederick, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Ben Clancy
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, Defense Health Agency Research and Development, Medical Research and Development Command, Frederick, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Valmik Desai
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, Defense Health Agency Research and Development, Medical Research and Development Command, Frederick, MD, United States
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Anders Wallqvist
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, Defense Health Agency Research and Development, Medical Research and Development Command, Frederick, MD, United States
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De Bellis E, Donnarumma D, Zarrella A, Mazzeo SM, Pagano A, Manzo V, Mazza I, Sabbatino F, Corbi G, Pagliano P, Filippelli A, Conti V. Drug-Drug Interactions Between HIV Antivirals and Concomitant Drugs in HIV Patients: What We Know and What We Need to Know. Pharmaceutics 2024; 17:31. [PMID: 39861680 PMCID: PMC11768951 DOI: 10.3390/pharmaceutics17010031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Revised: 12/23/2024] [Accepted: 12/26/2024] [Indexed: 01/27/2025] Open
Abstract
Highly active antiretroviral therapy has led to a significant increase in the life expectancy of people living with HIV. The trade-off is that HIV-infected patients often suffer from comorbidities that require additional treatment, increasing the risk of Drug-Drug Interactions (DDIs), the clinical relevance of which has often not been determined during registration trials of the drugs involved. Therefore, it is important to identify potential clinically relevant DDIs in order to establish the most appropriate therapeutic approaches. This review aims to summarize and analyze data from studies published over the last two decades on DDI-related adverse clinical outcomes involving anti-HIV drugs and those used to treat comorbidities. Several studies have examined the pharmacokinetics and tolerability of different drug combinations. Protease inhibitors, followed by nonnucleoside reverse transcriptase inhibitors and integrase inhibitors have been recognized as the main players in DDIs with antivirals used to control co-infection, such as Hepatitis C virus, or with drugs commonly used to treat HIV comorbidities, such as lipid-lowering agents, proton pump inhibitors and anticancer drugs. However, the studies do not seem to be consistent with regard to sample size and follow-up, the drugs involved, or the results obtained. It should be noted that most of the available studies were conducted in healthy volunteers without being replicated in patients. This hampered the assessment of the clinical burden of DDIs and, consequently, the optimal pharmacological management of people living with HIV.
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Affiliation(s)
- Emanuela De Bellis
- School “Clinical and Translational Oncology (CTO)”, Scuola Superiore Meridionale, University of Naples “Federico II”, 80138 Naples, Italy; (E.D.B.); (D.D.)
| | - Danilo Donnarumma
- School “Clinical and Translational Oncology (CTO)”, Scuola Superiore Meridionale, University of Naples “Federico II”, 80138 Naples, Italy; (E.D.B.); (D.D.)
- Postgraduate School of Clinical Pharmacology and Toxicology, University of Salerno, 84081 Baronissi, Italy; (A.Z.); (S.M.M.); (A.P.); (I.M.)
| | - Adele Zarrella
- Postgraduate School of Clinical Pharmacology and Toxicology, University of Salerno, 84081 Baronissi, Italy; (A.Z.); (S.M.M.); (A.P.); (I.M.)
| | - Salvatore Maria Mazzeo
- Postgraduate School of Clinical Pharmacology and Toxicology, University of Salerno, 84081 Baronissi, Italy; (A.Z.); (S.M.M.); (A.P.); (I.M.)
| | - Annarita Pagano
- Postgraduate School of Clinical Pharmacology and Toxicology, University of Salerno, 84081 Baronissi, Italy; (A.Z.); (S.M.M.); (A.P.); (I.M.)
| | - Valentina Manzo
- Clinical Pharmacology Unit, San Giovanni di Dio e Ruggi d’Aragona University Hospital, 84131 Salerno, Italy; (V.M.); (A.F.)
| | - Ines Mazza
- Postgraduate School of Clinical Pharmacology and Toxicology, University of Salerno, 84081 Baronissi, Italy; (A.Z.); (S.M.M.); (A.P.); (I.M.)
| | - Francesco Sabbatino
- Department of Medicine, Surgery, and Dentistry, Scuola Medica Salernitana, University of Salerno, 84081 Baronissi, Italy; (F.S.); (P.P.)
- Oncology Unit, University Hospital “San Giovanni di Dio e Ruggi d’Aragona”, 84131 Salerno, Italy
| | - Graziamaria Corbi
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy;
| | - Pasquale Pagliano
- Department of Medicine, Surgery, and Dentistry, Scuola Medica Salernitana, University of Salerno, 84081 Baronissi, Italy; (F.S.); (P.P.)
- Infectious Diseases Unit, San Giovanni di Dio e Ruggi d’Aragona University Hospital, 84131 Salerno, Italy
| | - Amelia Filippelli
- Clinical Pharmacology Unit, San Giovanni di Dio e Ruggi d’Aragona University Hospital, 84131 Salerno, Italy; (V.M.); (A.F.)
- Department of Medicine, Surgery, and Dentistry, Scuola Medica Salernitana, University of Salerno, 84081 Baronissi, Italy; (F.S.); (P.P.)
| | - Valeria Conti
- Clinical Pharmacology Unit, San Giovanni di Dio e Ruggi d’Aragona University Hospital, 84131 Salerno, Italy; (V.M.); (A.F.)
- Department of Medicine, Surgery, and Dentistry, Scuola Medica Salernitana, University of Salerno, 84081 Baronissi, Italy; (F.S.); (P.P.)
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Amariles P, Rivera-Cadavid M, Ceballos M. Clinical Relevance of Drug Interactions in People Living with Human Immunodeficiency Virus on Antiretroviral Therapy-Update 2022: Systematic Review. Pharmaceutics 2023; 15:2488. [PMID: 37896248 PMCID: PMC10610003 DOI: 10.3390/pharmaceutics15102488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 09/25/2023] [Accepted: 09/29/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND The clinical outcomes of antiretroviral drugs may be modified through drug interactions; thus, it is important to update the drug interactions in people living with HIV (PLHIV). AIM To update clinically relevant drug interactions in PLHIV on antiretroviral therapy with novel drug interactions published from 2017 to 2022. METHODS A systematic review in Medline/PubMed database from July 2017 to December 2022 using the Mesh terms antiretroviral agents and drug interactions or herb-drug interactions or food-drug interactions. Publications with drug interactions in humans, in English or Spanish, and with full-text access were retrieved. The clinical relevance of drug interactions was grouped into five levels according to the gravity and probability of occurrence. RESULTS A total of 366 articles were identified, with 219 (including 87 citation lists) were included, which allowed for the identification of 471 drug interaction pairs; among them, 291 were systematically reported for the first time. In total 42 (14.4%) and 137 (47.1%) were level one and two, respectively, and 233 (80.1%) pairs were explained with the pharmacokinetic mechanism. Among these 291 pairs, protease inhibitors (PIs) and ritonavir/cobicistat-boosted PIs, as well as integrase strand transfer inhibitors (InSTIs), with 70 (24.1%) and 65 (22.3%) drug interaction pairs of levels one and two, respectively, were more frequent. CONCLUSIONS In PLHIV on antiretroviral therapy, we identify 291 drug interaction pairs systematically reported for the first time, with 179 (61.5%) being assessed as clinically relevant (levels one and two). The pharmacokinetic mechanism was the most frequently identified. PIs, ritonavir/cobicistat-boosted PIs, and InSTIs were the antiretroviral groups with the highest number of clinically relevant drug interaction pairs (levels one and two).
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Affiliation(s)
- Pedro Amariles
- Research Group on Pharmaceutical Promotion and Prevention, University of Antioquia, UdeA, AA 1226, Medellin 050010, Colombia; (M.R.-C.); (M.C.)
- Research Group on Pharmaceutical Care, University of Granada, 18071 Granada, Spain
| | - Mónica Rivera-Cadavid
- Research Group on Pharmaceutical Promotion and Prevention, University of Antioquia, UdeA, AA 1226, Medellin 050010, Colombia; (M.R.-C.); (M.C.)
| | - Mauricio Ceballos
- Research Group on Pharmaceutical Promotion and Prevention, University of Antioquia, UdeA, AA 1226, Medellin 050010, Colombia; (M.R.-C.); (M.C.)
- Research Group on Pharmacy Regency Technology, University of Antioquia, Medellin 050010, Colombia
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4
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Steffel J, Collins R, Antz M, Cornu P, Desteghe L, Haeusler KG, Oldgren J, Reinecke H, Roldan-Schilling V, Rowell N, Sinnaeve P, Vanassche T, Potpara T, Camm AJ, Heidbüchel H. 2021 European Heart Rhythm Association Practical Guide on the Use of Non-Vitamin K Antagonist Oral Anticoagulants in Patients with Atrial Fibrillation. Europace 2021; 23:1612-1676. [PMID: 33895845 PMCID: PMC11636576 DOI: 10.1093/europace/euab065] [Citation(s) in RCA: 569] [Impact Index Per Article: 142.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
- Jan Steffel
- Department of Cardiology, Division of Electrophysiology, University Heart Center Zurich, Switzerland
| | - Ronan Collins
- Age-Related Health Care, Tallaght University Hospital / Department of Gerontology Trinity College, Dublin, Ireland
| | - Matthias Antz
- Department of Electrophysiology, Hospital Braunschweig, Braunschweig, Germany
| | - Pieter Cornu
- Faculty of Medicine and Pharmacy, Research Group Clinical Pharmacology and Clinical Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Lien Desteghe
- Cardiology, Antwerp University and University Hospital, Antwerp, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | | | - Jonas Oldgren
- Uppsala Clinical Research Center and Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Holger Reinecke
- Department of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany
| | | | | | - Peter Sinnaeve
- Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Thomas Vanassche
- Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | | | - A John Camm
- Cardiology Clinical Academic Group, Molecular & Clinical Sciences Institute, St George’s University, London, UK
| | - Hein Heidbüchel
- Cardiology, Antwerp University and University Hospital, Antwerp, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
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Seo H, Jen SP, Green D, Papadopoulos J, Ahuja T. Direct oral anticoagulants versus warfarin in people living with human immunodeficiency virus. Int J STD AIDS 2021; 32:1221-1230. [PMID: 34293995 DOI: 10.1177/09564624211031728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Human immunodeficiency virus (HIV) is associated with increased rates of cardiovascular disease and vascular events, and people living with HIV (PLWH) may often have indications for therapeutic anticoagulation. However, the ideal anticoagulant in PLWH remains unknown. This retrospective cohort evaluated the tolerability and effectiveness of oral anticoagulants in PLWH. The primary outcome was tolerability, defined as a composite of bleeding and/or discontinuation rates. The secondary outcomes included recurrent thromboembolism, bleeding, and discontinuations, independently. There were 92 patients included for analysis, 48 in the direct oral anticoagulant (DOAC) arm and 44 in the warfarin arm. There were 35 (38%) PLWH that did not tolerate oral anticoagulation therapy in the total cohort. Among these, 19 received a DOAC and 16 received warfarin. There were 16 (17%) PLWH that experienced a bleeding event: six in the DOAC arm and 10 in the warfarin arm. There were 15 (16%) PLWH that experienced recurrent thromboembolism, with similar rates between DOAC versus warfarin (10, 21% vs 5, 11%, respectively; p = 0.11). The most commonly prescribed HIV regimens were protease inhibitor and integrase inhibitor-based regimens. Overall, anticoagulation-related outcomes with either a DOAC or warfarin were poor in our cohort of PLWH, with high rates of bleeding, discontinuations, and recurrent thromboembolism. Further studies are necessary to validate and assess reasons for poor tolerability.
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Affiliation(s)
- Hangil Seo
- Department of Pharmacy, 12297NYU Langone Health, New York, NY, USA
| | - Shin P Jen
- Department of Pharmacy, Newark Beth Israel Medical Center, Newark, NJ, USA
| | - David Green
- Department of Medicine, Division of Hematology, 12297NYU Langone Health, New York, NY, USA
| | | | - Tania Ahuja
- Department of Pharmacy, 12297NYU Langone Health, New York, NY, USA
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6
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Burger DM, Calmy A, Marzolini C. Cobicistat: A case of mislabelled drug-drug interaction risk? Br J Clin Pharmacol 2020; 86:834-836. [PMID: 32144787 PMCID: PMC7163374 DOI: 10.1111/bcp.14262] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 02/04/2020] [Accepted: 02/20/2020] [Indexed: 12/14/2022] Open
Affiliation(s)
- David M Burger
- Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Alexandra Calmy
- HIV/AIDS Unit, Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
| | - Catia Marzolini
- Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research, University Hospital Basel, Basel, Switzerland.,Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
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Cattaneo D, Cossu MV, Rizzardini G. Pharmacokinetic drug evaluation of ritonavir (versus cobicistat) as adjunctive therapy in the treatment of HIV. Expert Opin Drug Metab Toxicol 2019; 15:927-935. [PMID: 31668105 DOI: 10.1080/17425255.2019.1685495] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Introduction: Ritonavir and cobicistat are pharmacoenhancers used to improve the disposition of other HIV antiretrovirals. These drugs are, however, characterized by important pharmacokinetic differences.Areas covered: Here, the authors firstly update the available information on the pharmacokinetics of ritonavir and cobicistat. Subsequently, the review focuses on the description of drug-drug interactions (DDIs) involving cobicistat and comedications that might beneficiate from a shift-back to ritonavir. A MEDLINE Pubmed search for articles published from January 1995 to April 2019 was completed matching the term ritonavir or cobicistat with pharmacokinetics, DDIs, and pharmacology. Moreover, additional studies were identified from the reference list of retrieved articles.Expert opinion: Despite more than 20 years after its introduction on the market, ritonavir still represents a valid option for the treatment of selected HIV-infected patients. The large-scale switch to cobicistat may result in some unexpected DDIs not previously reported for ritonavir. Besides the issue of DDIs, additional advantage of ritonavir over cobicistat is its use in pregnancy, and its availability as single component of pharmaceutical formulations allowing the fine-tuning of antiretroviral regimens in patients with heavy polypharmacy when other unboosted-based therapeutic options cannot be used.
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Affiliation(s)
- Dario Cattaneo
- Unit of Clinical Pharmacology, Department of Laboratory Medicine, ASST Fatebenefratelli Sacco University Hospital, Milan, Italy
| | - Maria Vittoria Cossu
- Department of Infectious Diseases, ASST Fatebenefratelli Sacco University Hospital, Milan, Italy
| | - Giuliano Rizzardini
- Department of Infectious Diseases, ASST Fatebenefratelli Sacco University Hospital, Milan, Italy.,School of Clinical Medicine, Faculty of Health Science, University of the Witwatersrand, Johannesburg, South Africa
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Cilastatin protects against imipenem-induced nephrotoxicity via inhibition of renal organic anion transporters (OATs). Acta Pharm Sin B 2019; 9:986-996. [PMID: 31649848 PMCID: PMC6804466 DOI: 10.1016/j.apsb.2019.02.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 11/29/2018] [Accepted: 12/12/2018] [Indexed: 02/07/2023] Open
Abstract
Imipenem is a carbapenem antibiotic. However, Imipenem could not be marketed owing to its instability and nephrotoxicity until cilastatin, an inhibitor of renal dehydropeptidase-I (DHP-I), was developed. In present study, the potential roles of renal organic anion transporters (OATs) in alleviating the nephrotoxicity of imipenem by cilastatin were investigated in vitro and in rabbits. Our results indicated that imipenem and cilastatin were substrates of hOAT1 and hOAT3. Cilastatin inhibited hOAT1/3-mediated transport of imipenem with IC50 values comparable to the clinical concentration, suggesting the potential to cause a clinical drug–drug interaction (DDI). Moreover, imipenem exhibited hOAT1/3-dependent cytotoxicity, which was alleviated by cilastatin and probenecid. Furthermore, cilastatin and probenecid ameliorated imipenem-induced rabbit acute kidney injury, and reduced the renal secretion of imipenem. Cilastatin and probenecid inhibited intracellular accumulation of imipenem and sequentially decreased the nephrocyte toxicity in rabbit primary proximal tubule cells. Renal OATs, besides DHP-I, was also the target of interaction between imipenem and cilastatin, and contributed to the nephrotoxicity of imipenem. This therefore gives in part the explanation about the mechanism by which cilastatin protected against imipenem-induced nephrotoxicity. Thus, OATs can potentially be used as a therapeutic target to avoid the renal adverse reaction of imipenem in clinic.
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Key Words
- BUN, blood urea nitrogen
- CKD, chronic kidney disease
- CLp, plasma clearance
- CLr, renal clearance
- CRE, creatinine
- Cil, cilastatin
- Cilastatin
- DDIs, drug-drug interactions
- DHP-I, renal dehydropeptidase-I
- ES, estrone-3-sulfate
- GSH, glutathione
- Imipenem
- Imp, imipenem
- MDA, malonaldehyde
- Nephrotoxicity
- OATs
- OATs, renal organic anion transporters
- PAH, p-aminophenol acid
- Prb, probenecid
- Probenecid
- SNP, single nucleotide polymorphism
- hOAT, human OAT
- hOAT1
- hOAT3
- rOAT, rat OAT
- rPTCs, rabbit primary proximal tubule cells
- raOAT, rabbit OAT
- t1/2, half life
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Herink MC, Zhuo YF, Williams CD, DeLoughery TG. Clinical Management of Pharmacokinetic Drug Interactions with Direct Oral Anticoagulants (DOACs). Drugs 2019; 79:1625-1634. [DOI: 10.1007/s40265-019-01183-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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10
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Nisly SA, Stevens BN. Ritonavir- or cobicistat-boosted antiretroviral therapy and direct oral anticoagulants: A case for apixaban. Int J STD AIDS 2019; 30:718-722. [PMID: 30975070 DOI: 10.1177/0956462419832099] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The potential for drug-drug interactions (DDIs) between direct oral anticoagulants and antiretroviral therapy (ART) is vast. Ritonavir and cobicistat are used as pharmacokinetic enhancers with either concurrent protease inhibitors or the integrase strand transfer inhibitor, elvitegravir, to optimize therapeutic concentrations by cytochrome P450 (CYP) inhibition. To date, only rivaroxaban and dabigatran have reported cases of use with ritonavir-boosted ART. Apixaban is metabolized similarly to rivaroxaban, but offers a dose reduction in the case of major DDIs. We report the successful use of reduced-dose apixaban to treat and prevent thromboembolic complications in six persons living with human immunodeficiency virus (HIV) on ritonavir- or cobicistat-boosted ART. This case series and available literature support the use of apixaban or dabigatran, depending on the boosted ART regimen.
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Affiliation(s)
- Sarah A Nisly
- 1 Internal Medicine, Wake Forest Baptist Health, Wingate University School of Pharmacy, Wingate, NC, USA
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Gelosa P, Castiglioni L, Tenconi M, Baldessin L, Racagni G, Corsini A, Bellosta S. Pharmacokinetic drug interactions of the non-vitamin K antagonist oral anticoagulants (NOACs). Pharmacol Res 2018; 135:60-79. [PMID: 30040996 DOI: 10.1016/j.phrs.2018.07.016] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2018] [Revised: 07/10/2018] [Accepted: 07/16/2018] [Indexed: 12/20/2022]
Abstract
The use of warfarin, the most commonly prescribed oral anticoagulant, is being questioned by clinicians worldwide due to warfarin several limitations (a limited therapeutic window and significant variability in dose-response among individuals, in addition to a potential for drug-drug interactions). Therefore, the need for non-vitamin K antagonist oral anticoagulants (NOACs) with a rapid onset of antithrombotic effects and a predictable pharmacokinetic (PK) and pharmacodynamic (PD) profile led to the approval of five new drugs: the direct factor Xa (F-Xa) inhibitors rivaroxaban, apixaban, edoxaban and betrixaban (newly approved by FDA) and the direct thrombin (factor-IIa) inhibitor dabigatran etexilate. The advantages of NOACs over warfarin are a fixed-dosage, the absence of the need for drug monitoring for changes in anti-coagulation and fewer clinically significant PK and PD drug-drug interactions. NOACs exposure will likely be increased by the administration of strong P-glycoprotein (P-gp) and cytochrome P450 (CYP) 3A4-inhibitors and may increase the risk of bleeds. On the contrary, P-gp inducers could significantly decrease the NOACs plasma concentration with an associated reduction in their anticoagulant effects. This manuscript gives an overview of NOACs PK profiles and their drug-drug interactions potential. This is meant to be of help to physicians in choosing the best therapeutic approach for their patients.
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Affiliation(s)
- Paolo Gelosa
- Centro Cardiologico Monzino IRCCS, Via C. Parea, 4, 20138 Milan, Italy.
| | - Laura Castiglioni
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via G. Balzaretti 9, 20133 Milan, Italy.
| | - Marco Tenconi
- EDRA S.p.A., Via G. Spadolini, 7, 20141 Milan, Italy.
| | | | - Giorgio Racagni
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via G. Balzaretti 9, 20133 Milan, Italy.
| | - Alberto Corsini
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via G. Balzaretti 9, 20133 Milan, Italy; IRCCS MultiMedica, via G. Fantoli 16, 20138 Milan, Italy.
| | - Stefano Bellosta
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via G. Balzaretti 9, 20133 Milan, Italy; IRCCS MultiMedica, via G. Fantoli 16, 20138 Milan, Italy.
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Ritonavir-Boosted Protease Inhibitors but Not Cobicistat Appear Safe in HIV-Positive Patients Ingesting Dabigatran. Antimicrob Agents Chemother 2018; 62:AAC.02275-17. [PMID: 29133562 DOI: 10.1128/aac.02275-17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
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13
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Differential Influence of the Antiretroviral Pharmacokinetic Enhancers Ritonavir and Cobicistat on Intestinal P-Glycoprotein Transport and the Pharmacokinetic/Pharmacodynamic Disposition of Dabigatran. Antimicrob Agents Chemother 2017; 61:AAC.01201-17. [PMID: 28848011 DOI: 10.1128/aac.01201-17] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 08/19/2017] [Indexed: 12/15/2022] Open
Abstract
Dabigatran etexilate (DE) is a P-glycoprotein (P-gp) probe substrate, and its active anticoagulant moiety, dabigatran, is a substrate of the multidrug and toxin extrusion protein-1 (MATE-1) transporter. The antiretroviral pharmacokinetic enhancers, ritonavir and cobicistat, inhibit both these transporters. Healthy volunteers received single doses of DE at 150 mg alone, followed by ritonavir at 100 mg or cobicistat at 150 mg daily for 2 weeks. DE was then given 2 h before ritonavir or cobicistat. One week later, DE was given simultaneously with ritonavir or cobicistat. No significant increases in dabigatran pharmacokinetic (PK) exposure or thrombin time (TT) measures were observed with the simultaneous administration of ritonavir. Separated administration of ritonavir resulted in a mean decrease in dabigatran PK exposure of 29% (90% confidence interval [CI], 18 to 40%) but did not significantly change TT measures. However, cobicistat increased dabigatran PK exposure (area under the concentration-versus-time curve from time zero to infinity and maximum plasma concentration) by 127% each (90% CI, 81 to 173% and 59 to 196%, respectively) and increased TT measures (33% for the area-under-the-effect curve from time zero to 24 h [90% CI, 22 to 44%] and 51% for TT at 24 h [90% CI, 22 to 78%]) when given simultaneously with dabigatran. Similar increases were observed when cobicistat was administered separately by 2 h from the administration of dabigatran. In all comparisons, no significant increase in the dabigatran elimination half-life was observed. Therefore, it is likely safe to coadminister ritonavir with DE, while there is a potential need for reduced dosing and prudent clinical monitoring with the coadministration of cobicistat due to the greater net inhibition of intestinal P-gp transport and increased bioavailability. (This study has been registered at ClinicalTrials.gov under identifier NCT01896622.).
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Sebaaly JC, Kelley D. Comment: Extensive Bruising and Elevated Rivaroxaban Plasma Concentration in a Patient Receiving Cobicistat-Boosted Elvitegravir. Ann Pharmacother 2017; 51:929-930. [DOI: 10.1177/1060028017717738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Chary A, Nguyen NN, Maiton K, Holodniy M. A review of drug-drug interactions in older HIV-infected patients. Expert Rev Clin Pharmacol 2017; 10:1329-1352. [PMID: 28922979 DOI: 10.1080/17512433.2017.1377610] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
INTRODUCTION The number of older HIV-infected people is growing due to increasing life expectancies resulting from the use of antiretroviral therapy (ART). Both HIV and aging increase the risk of other comorbidities, such as cardiovascular disease, osteoporosis, and some malignancies, leading to greater challenges in managing HIV with other conditions. This results in complex medication regimens with the potential for significant drug-drug interactions and increased morbidity and mortality. Area covered: We review the metabolic pathways of ART and other medications used to treat medical co-morbidities, highlight potential areas of concern for drug-drug interactions, and where feasible, suggest alternative approaches for treating these conditions as suggested from national guidelines or articles published in the English language. Expert commentary: There is limited evidence-based data on ART drug interactions, pharmacokinetics and pharmacodynamics in the older HIV-infected population. Choosing and maintaining effective ART regimens for older adults requires consideration of side effect profile, individual comorbidities, interactions with concurrent prescriptions and non-prescription medications and supplements, dietary patterns with respect to dosing, pill burden and ease of dosing, cost and affordability, patient preferences, social situation, and ART resistance history. Practitioners must remain vigilant for potential drug interactions and intervene when there is a potential for harm.
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Affiliation(s)
- Aarthi Chary
- a Department of Medicine , Veterans Affairs Palo Alto Health Care System , Palo Alto , CA , USA.,b Division of Infectious Diseases and Geographic Medicine , Stanford University School of Medicine , Stanford , CA , USA
| | - Nancy N Nguyen
- c Department of Pharmacy , Veterans Affairs Palo Alto Health Care System , Palo Alto , CA , USA.,d Department of Pharmacy Practice, Thomas J. Long School of Pharmacy & Health Sciences , University of the Pacific , Stockton , CA , USA
| | - Kimberly Maiton
- d Department of Pharmacy Practice, Thomas J. Long School of Pharmacy & Health Sciences , University of the Pacific , Stockton , CA , USA
| | - Mark Holodniy
- a Department of Medicine , Veterans Affairs Palo Alto Health Care System , Palo Alto , CA , USA.,b Division of Infectious Diseases and Geographic Medicine , Stanford University School of Medicine , Stanford , CA , USA.,e Office of Public Health Surveillance & Research , Veterans Affairs Palo Alto Health Care System , Palo Alto , CA , USA
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Stöllberger C. Drug interactions with new oral anticoagulants in elderly patients. Expert Rev Clin Pharmacol 2017; 10:1191-1202. [DOI: 10.1080/17512433.2017.1370369] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Durham SH, Badowski ME, Liedtke MD, Rathbun RC, Pecora Fulco P. Acute Care Management of the HIV-Infected Patient: A Report from the HIV Practice and Research Network of the American College of Clinical Pharmacy. Pharmacotherapy 2017; 37:611-629. [PMID: 28273373 DOI: 10.1002/phar.1921] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Patients infected with human immunodeficiency virus (HIV) admitted to the hospital have complex antiretroviral therapy (ART) regimens with an increased medication error rate upon admission. This report provides a resource for clinicians managing HIV-infected patients and ART in the inpatient setting. METHODS A survey of the authors was conducted to evaluate common issues that arise during an acute hospitalization for HIV-infected patients. After a group consensus, a review of the medical literature was performed to determine the supporting evidence for the following HIV-associated hospital queries: admission/discharge orders, antiretroviral hospital formularies, laboratory monitoring, altered hepatic/renal function, drug-drug interactions (DDIs), enteral administration, and therapeutic drug monitoring. RESULTS With any hospital admission for an HIV-infected patient, a specific set of procedures should be followed including a thorough admission medication history and communication with the ambulatory HIV provider to avoid omissions or substitutions in the ART regimen. DDIs are common and should be reviewed at all transitions of care during the hospital admission. ART may be continued if enteral nutrition with a feeding tube is deemed necessary, but the entire regimen should be discontinued if no oral access is available for a prolonged period. Therapeutic drug monitoring is not generally recommended but, if available, should be considered in unique clinical scenarios where antiretroviral pharmacokinetics are difficult to predict. ART may need adjustment if hepatic or renal insufficiency ensues. CONCLUSIONS Treatment of hospitalized patients with HIV is highly complex. HIV-infected patients are at high risk for medication errors during various transitions of care. Baseline knowledge of the principles of antiretroviral pharmacotherapy is necessary for clinicians managing acutely ill HIV-infected patients to avoid medication errors, identify DDIs, and correctly dose medications if organ dysfunction arises. Timely ambulatory follow-up is essential to prevent readmissions and facilitate improved transitions of care.
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Affiliation(s)
- Spencer H Durham
- Department Pharmacy Practice, Auburn University Harrison School of Pharmacy, Auburn, Alabama
| | - Melissa E Badowski
- Section of Infectious Diseases, Department of Pharmacy Practice, University of Illinois at Chicago, College of Pharmacy, Chicago, Illinois
| | - Michelle D Liedtke
- Department of Clinical and Administrative Sciences, College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - R Chris Rathbun
- Department of Clinical and Administrative Sciences, College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
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Yoong D, Naccarato M, Gough K. Extensive Bruising and Elevated Rivaroxaban Plasma Concentration in a Patient Receiving Cobicistat-Boosted Elvitegravir. Ann Pharmacother 2017; 51:713-714. [PMID: 28351160 DOI: 10.1177/1060028017702677] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Antoniou T, Mamdani M, Juurlink D. Response to "Association between statin use and ischemic stroke or major hemorrhage in patients taking dabigatran for atrial fibrillation". CMAJ 2017; 189:E326. [PMID: 28246232 DOI: 10.1503/cmaj.732638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Affiliation(s)
- Tony Antoniou
- Department of Family and Community Medicine; Li Ka Shing Knowledge Institute, St. Michael's Hospital; University of Toronto; Institute for Clinical Evaluative Sciences, Toronto, Ont
| | - Muhammad Mamdani
- Li Ka Shing Knowledge Institute, St. Michael's Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Applied Health Research Centre, St. Michael's Hospital, Toronto, Ont.; King Saud University, Riyadh, Saudi Arabia
| | - David Juurlink
- University of Toronto; Institute for Clinical Evaluative Sciences, Toronto, Ont
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