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Choi SY, Yang X, Belew Y, Struble K, Reynolds K. Pharmacokinetics of Antiretroviral Agents in Pregnant Individuals Living With HIV: Current Status and Considerations for Study Design and Interpretation. J Clin Pharmacol 2023; 63 Suppl 1:S176-S187. [PMID: 37317501 DOI: 10.1002/jcph.2231] [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: 12/10/2022] [Accepted: 02/23/2023] [Indexed: 06/16/2023]
Abstract
Determining the appropriate dosing regimens of antiretroviral (ARV) drugs for pregnant individuals living with HIV-1 infection is critical to maximize maternal health and prevent perinatal HIV transmission. Throughout pregnancy, pharmacokinetics (PK) of ARVs can be significantly altered due to physiological, anatomic, and metabolic changes. As such, conducting PK studies of ARVs during pregnancy is crucial to optimize dosing regimens. In this article, we summarize available data, key issues, challenges, and considerations in interpreting results of ARV PK studies in pregnant individuals. Discussion topics include the choice of the reference population (postpartum vs historical control), pregnancy trimester-dependent changes in ARV PK, effects of pregnancy on once- versus twice-daily dosing, factors to consider for ARVs that are administered with a PK booster such as ritonavir and cobicistat, and considerations when evaluating the effects of pregnancy on unbound ARV concentrations. Common approaches for the translation of the results into clinical recommendations and rationales and considerations when making clinical recommendations are summarized. Currently, limited PK data in pregnancy are available with long-acting ARVs. Collection of PK data to characterize the PK profile of long-acting ARVs is an important goal shared by many stakeholders.
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Affiliation(s)
- Su-Young Choi
- Division of Infectious Disease Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | - Xiaoxia Yang
- Division of Infectious Disease Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | - Yodit Belew
- Division of Antivirals, Office of Infectious Diseases, Office of New Drugs, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | - Kimberly Struble
- Division of Antivirals, Office of Infectious Diseases, Office of New Drugs, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | - Kellie Reynolds
- Division of Infectious Disease Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
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2
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Brooks KM, Scott RK, Best BM, Capparelli E, Momper JD. Translating Clinical Pharmacology Data in Pregnancy to Evidence-Based Guideline Recommendations: Perspectives From the HIV Field. J Clin Pharmacol 2023; 63 Suppl 1:S188-S196. [PMID: 37317495 DOI: 10.1002/jcph.2240] [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: 11/30/2022] [Accepted: 03/28/2023] [Indexed: 06/16/2023]
Abstract
Pharmacokinetic (PK) studies in pregnant, postpartum, and breastfeeding people are critical to informing appropriate medication use and dosing. A key component of translating PK results in these complex populations into clinical practice involves the systematic review and interpretation of data by guideline panels, composed of clinicians, scientists, and community members, to leverage available data for informed decision making by clinicians and patients and offer clinical best practices. Interpretation of PK data in pregnancy involves evaluation of multiple factors such as the study design, target population, and type of sampling performed. Assessments of fetal and infant drug exposure while in utero or during breastfeeding, respectively, are also critical for informing whether medications are safe to use during pregnancy and throughout postpartum in lactating people. This review will provide an overview of this translational process, discussion of the various factors considered by guideline panels, and practical aspects of implementing certain recommendations, using the HIV field as an example.
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Affiliation(s)
- Kristina M Brooks
- Department of Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Rachel K Scott
- Division of Women's Health Research, MedStar Health Research Institute, Washington, District of Columbia, USA
| | - Brookie M Best
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego, California, USA
- Pediatrics Department, University of California San Diego School of Medicine-Rady Children's Hospital San Diego, San Diego, California, USA
| | - Edmund Capparelli
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego, California, USA
- Pediatrics Department, University of California San Diego School of Medicine-Rady Children's Hospital San Diego, San Diego, California, USA
| | - Jeremiah D Momper
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego, California, USA
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3
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Brooks KM, Scarsi KK, Mirochnick M. Antiretrovirals for Human Immunodeficiency Virus Treatment and Prevention in Pregnancy. Obstet Gynecol Clin North Am 2023; 50:205-218. [PMID: 36822704 DOI: 10.1016/j.ogc.2022.10.013] [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: 02/23/2023]
Abstract
Safe and effective antiretroviral medications are needed during pregnancy to reduce maternal morbidity and mortality associated with untreated human immunodeficiency virus (HIV) infection and to prevent viral transmission to the infant. Pharmacokinetic studies have helped inform the appropriate dosing of antiretroviral medications during pregnancy. However, data from these studies consistently become available years after initial regulatory approvals in nonpregnant adults. In this article, the authors provide an overview of considerations in use of antiretroviral medications in pregnant people with or at risk for HIV, pharmacokinetic studies that helped support recommended options, and therapies either under active investigation or in need of prospective study.
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Affiliation(s)
- Kristina M Brooks
- Department of Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, 12850 East Montview Boulevard, Mail Stop C238, Aurora, CO 80045, USA
| | - Kimberly K Scarsi
- Department of Pharmacy Practice and Science, University of Nebraska Medical Center, 986145 Nebraska Medical Center, Room 3021, Omaha, NE 68198, USA.
| | - Mark Mirochnick
- Boston University School of Medicine, 801 Albany Street, Room 2021, Boston, MA 20118, USA
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Anoshchenko O, Storelli F, Unadkat JD. Successful Prediction of Human Fetal Exposure to P-Glycoprotein Substrate Drugs Using the Proteomics-Informed Relative Expression Factor Approach and PBPK Modeling and Simulation. Drug Metab Dispos 2021; 49:919-928. [PMID: 34426410 PMCID: PMC8626637 DOI: 10.1124/dmd.121.000538] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 07/20/2021] [Indexed: 12/15/2022] Open
Abstract
Many women take drugs during their pregnancy to treat a variety of clinical conditions. To optimize drug efficacy and reduce fetal toxicity, it is important to determine or predict fetal drug exposure throughout pregnancy. Previously, we developed and verified a maternal-fetal physiologically based pharmacokinetic (m-f PBPK) model to predict fetal Kp,uu (unbound fetal plasma AUC/unbound maternal plasma AUC) of drugs that passively cross the placenta. Here, we used in vitro transport studies in Transwell, in combination with our m-f PBPK model, to predict fetal Kp,uu of drugs that are effluxed by placental P-glycoprotein (P-gp)-namely, dexamethasone, betamethasone, darunavir, and lopinavir. Using Transwell, we determined the efflux ratio of these drugs in hMDR1-MDCKcP-gpKO cells, in which human P-gp was overexpressed and the endogenous P-gp was knocked out. Then, using the proteomics-informed efflux ratio-relative expressive factor approach, we predicted the fetal Kp,uu of these drugs at term. Finally, to verify our predictions, we compared them with the observed in vivo fetal Kp,uu at term. The latter was estimated using our m-f PBPK model and published fetal [umbilical vein (UV)]/maternal plasma drug concentrations obtained at term (UV/maternal plasma). Fetal Kp,uu predictions for dexamethasone (0.63), betamethasone (0.59), darunavir (0.17), and lopinavir (0.08) were successful, as they fell within the 90% confidence interval of the corresponding in vivo fetal Kp,uu (0.30-0.66, 0.29-0.71, 0.11-0.22, 0.04-0.19, respectively). This is the first demonstration of successful prediction of fetal Kp,uu of P-gp drug substrates from in vitro studies. SIGNIFICANCE STATEMENT: For the first time, using in vitro studies in cells, this study successfully predicted human fetal Kp,uu of P-gp substrate drugs. This success confirms that the m-f PBPK model, combined with the ER-REF approach, can successfully predict fetal drug exposure to P-gp substrates. This success provides increased confidence in the use of the ER-REF approach, combined with the m-f PBPK model, to predict fetal Kp,uu of drugs (transported by P-gp or other transporters), both at term and at earlier gestational ages.
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Affiliation(s)
- Olena Anoshchenko
- Department of Pharmaceutics, University of Washington, Seattle, Washington
| | - Flavia Storelli
- Department of Pharmaceutics, University of Washington, Seattle, Washington
| | - Jashvant D Unadkat
- Department of Pharmaceutics, University of Washington, Seattle, Washington
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Salama E, Eke AC, Best BM, Mirochnick M, Momper JD. Pharmacokinetic Enhancement of HIV Antiretroviral Therapy During Pregnancy. J Clin Pharmacol 2020; 60:1537-1550. [PMID: 32798276 DOI: 10.1002/jcph.1714] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 07/21/2020] [Indexed: 12/21/2022]
Abstract
Pharmacokinetic boosting of antiretroviral (ARV) therapies with either ritonavir or cobicistat is used to achieve target drug exposure, lower pill burden, and provide simplified dosing schedules. Several ARVs require boosting, including the integrase inhibitor elvitegravir as well as protease inhibitors such as darunavir, atazanavir, and lopinavir. The use of boosted regimens in pregnant women living with HIV has been studied for a variety of ARVs; however, a recent recommendation by the US Food and Drug Administration advised against cobicistat-boosted regimens in pregnancy due to substantially lower drug exposures observed in clinical pharmacokinetic studies. The objectives of this article are to review pharmacokinetic enhancement of ARVs with ritonavir and cobicistat during pregnancy and postpartum, describe clinical implications, and provide recommendations for future research.
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Affiliation(s)
- Engie Salama
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California, USA
| | - Ahizechukwu C Eke
- Division of Maternal Fetal Medicine & Clinical Pharmacology, Department of Gynecology & Obstetrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Doctoral Training Program (PhD), Graduate Training Program in Clinical Investigation (GTPCI), Johns Hopkins University School of Public Health, Baltimore, Maryland, USA
| | - Brookie M Best
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California, USA.,Department of Pediatrics, University of California San Diego - Rady Children's Hospital San Diego, San Diego, California, USA
| | - Mark Mirochnick
- Division of Neonatology, Department of Pediatrics, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Jeremiah D Momper
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California, USA
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Kreitchmann R, Schalkwijk S, Best B, Wang J, Colbers A, Stek A, Shapiro D, Cressey T, Mirochnick M, Burger D. Efavirenz pharmacokinetics during pregnancy and infant washout. Antivir Ther 2019; 24:95-103. [PMID: 30530925 PMCID: PMC6642905 DOI: 10.3851/imp3283] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/24/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Limited data exist on efavirenz pharmacokinetics in HIV-positive pregnant women and neonatal washout. METHODS HIV-infected pregnant women receiving 600 mg efavirenz once daily had intensive steady-state 24-h pharmacokinetics profiles during the second trimester (2T), third trimester (3T) and 6-12 weeks postpartum (PP). Maternal and umbilical cord blood samples were drawn at delivery and neonatal washout pharmacokinetics were determined. Therapeutic targets were the estimated 10th percentile efavirenz area under the concentration-time curve (AUC) in non-pregnant historical controls (40.0 μg•h/ml) and a trough concentration (C24 h) of 1 μg/ml. Data were prospectively collected within two trials: IMPAACT P1026s (United States) and PANNA (Europe). RESULTS Among 42 women studied, 15, 42 and 40 had efavirenz pharmacokinetic data available in 2T, 3T and PP, respectively. Median (range) 3T age 33 (20.7-43.5) years, weight 74 (50-132) kg and gestational age 33.4 (28.4-37.9 weeks). Efavirenz AUC during the 3T (60 μg•h/ml) was similar to that reported in non-pregnant adults (58 μg•h/ml). Exposure in the 2T was lower, but within the 0.80-1.25 range. C24 concentrations during pregnancy were lower compared to historical controls on 600 mg efavirenz, however, they were similar to the C24 concentrations after equally potent dose of 400 mg efavirenz. Cord blood/maternal plasma concentration ratio (range) was 0.67 (0.36-0.95). Among 23 infants with washout data available, median (interquartile range) elimination half-life was 65.6 h (40.6-129). HIV RNA viral loads at delivery were <400 and <50 copies/ml for 96.7% and 86.7% of women, respectively. In 3T and PP, respectively, 8/41 (19%) and 6/40 (15%) had AUC below target; 7/41 (17%) and 3/39 (8%) had C24 below target. CONCLUSIONS Efavirenz exposure was similar during pregnancy compared with PP, C24 was in line with C24 after 400 mg equipotent efavirenz dosing. Efavirenz readily crossed the placenta and infant elimination half-life was over twice that of maternal participants. Clincaltrials.gov identifiers: NCT00825929 and NCT00042289.
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Affiliation(s)
- Regis Kreitchmann
- Irmandade da Santa Casa de Misericórdia de Porto Alegre, HIV Research Department, Porto Alegre, Brazil
| | - Stein Schalkwijk
- Departments of Pharmacy and Pharmacology and Toxicology, Radboud university medical center, Nijmegen, The Netherlands
| | - Brookie Best
- University of California, San Diego Skaggs School of Pharmacy and Pharmaceutical Sciences & Department of Pediatrics, University of California San Diego/Rady Children’s Hospital-San Diego, San Diego, CA, USA
| | - Jiajia Wang
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Angela Colbers
- Departments of Pharmacy and Pharmacology and Toxicology, Radboud university medical center, Nijmegen, The Netherlands
| | - Alice Stek
- University of Southern California School of Medicine, Department of Obstetrics and Gynecology, Los Angeles, CA, USA
| | - David Shapiro
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Tim Cressey
- PHPT/IRD 174, Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
- Department of Immunology & Infectious Diseases, Boston, Harvard T.H Chan School of Public Health, MA, USA
- Department of Molecular & Clinical Pharmacology, University of Liverpool, UK
| | | | - David Burger
- Departments of Pharmacy and Pharmacology and Toxicology, Radboud university medical center, Nijmegen, The Netherlands
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Pinto JA, Capparelli EV, Warshaw M, Zimmer B, Cressey TR, Spector SA, Qin M, Smith B, Siberry GK, Mirochnick M. A Phase II/III Trial of Lopinavir/Ritonavir Dosed According to the WHO Pediatric Weight Band Dosing Guidelines. Pediatr Infect Dis J 2018; 37:e29-e35. [PMID: 29088027 PMCID: PMC5762400 DOI: 10.1097/inf.0000000000001817] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND The World Health Organization (WHO) recommends weight band dosing of antiretrovirals for children. Data are limited describing drug exposure/safety of lopinavir/ritonavir using WHO weight band dosing. METHODS International Maternal Pediatric Adolescent AIDS Clinical Trials (IMPAACT) P1083 was a phase II/III trial assessing the pharmacokinetics (PK) and short-term safety, tolerance and efficacy of lopinavir/ritonavir in human immunodeficiency virus-infected children 3-25 kg dosed according to WHO weight bands, with liquid solution or meltrex extrusion tablets. The main PK target was an area under the curve (AUC0-24) of 80-320 μg·h/mL. RESULTS Of 97 enrolled participants, median age 2.5 years, 89 (91.8%) completed the protocol. Median LPV dose was 303 mg/m. The geometric mean (90% confidence limits) LPV PK AUC0-24 was 196 (177-217) μg·h/mL and Cmin was 2.47 (1.52-4.02) μg/mL. AUC0-24 was within the target range for 79% of participants. The median (Q1, Q3) difference between individual observed PK parameters and those expected if Food and Drug Administration dosing guidelines were followed was 30.7 (7.9, 54.3) for AUC0-24 and 0.56 (0, 1.27) for Cmin. Ten (10%) participants had grade 3 or 4 events deemed related to study treatment, mostly asymptomatic laboratory abnormalities. Three participants died of unrelated study treatment causes. At week 24, 57 of 79 (72%) participants reached viral suppression and the median increase in CD4% (n = 83) was 6.0 (P < 0.0001). CONCLUSIONS WHO weight band dosing guidelines in children achieved adequate LPV plasma exposure but was higher than that expected with Food and Drug Administration dosing guidelines. Despite the higher LPV exposure, the treatment was well tolerated and the 24-week efficacy data were favorable.
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Affiliation(s)
- Jorge A. Pinto
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Edmund V. Capparelli
- University of California, San Diego, CA, and Rady Children’s Hospital San Diego, USA
| | | | - Bonnie Zimmer
- Frontier Science & Technology Research Foundation, Buffalo, NY, USA
| | - Tim R. Cressey
- Harvard TH Chan School of Public Health, Boston, MA, USA,Program for HIV Prevention and Treatment (PHPT/IRD UMI174), Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand,Department of Molecular & Clinical Pharmacology, University of Liverpool, UK
| | - Stephen A. Spector
- University of California, San Diego, CA, and Rady Children’s Hospital San Diego, USA
| | - Min Qin
- Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Betsy Smith
- National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, USA
| | - George K. Siberry
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD, USA
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Madelain V, Le MP, Champenois K, Charpentier C, Landman R, Joly V, Yeni P, Descamps D, Yazdanpanah Y, Peytavin G. Impact of obesity on antiretroviral pharmacokinetics and immuno-virological response in HIV-infected patients: a case-control study. J Antimicrob Chemother 2017; 72:1137-1146. [PMID: 28065890 DOI: 10.1093/jac/dkw527] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 11/07/2016] [Indexed: 12/11/2022] Open
Abstract
Background Obesity has high prevalence among HIV-infected patients. Increased adipose tissue mass affects the pharmacokinetics of numerous drugs, but few data are available for antiretroviral drugs. Objectives In this study we aimed to explore the pharmacokinetics of antiretroviral drugs and the immuno-virological response in obese patients with HIV infection. Patients and methods We examined data from 2009 to 2012 in our hospital's database for HIV-1-infected patients who received an antiretroviral drug (abacavir, emtricitabine, lamivudine, tenofovir, efavirenz, etravirine, nevirapine, atazanavir/ritonavir, darunavir/ritonavir, lopinavir/ritonavir or raltegravir). Obese patients were defined as those with BMI ≥30 kg/m 2 and normal-weight patients as those with BMI 19-25 kg/m 2 . Plasma concentrations ( C 12/24 ) were compared for each antiretroviral drug using a Mann-Whitney test. Suboptimal dosing and virological outcome were assessed by logistic regression, adjusting on covariates. Results We enrolled 291 obese and 196 normal-weight patients. Among the 12 analysed antiretroviral drugs, tenofovir, efavirenz and lopinavir C 12 values were significantly lower in obese than normal-weight patients: 66 versus 86 ng/mL, 1498 versus 2034 ng/mL and 4595 versus 6420 ng/mL, respectively ( P < 0.001). Antiretroviral drug C 12/24 values were more frequently below efficacy thresholds for obese than for normal-weight patients after adjustment for other covariates ( P < 0.001). Although obese patients showed a higher CD4 count than normal-weight patients (510 versus 444 cells/mm 3 , P < 0.001), the groups did not differ in virological failure rate. Conclusions This study highlights the impact of obesity on antiretroviral drug plasma exposure, but identifies no consequence of this suboptimal exposure on the immuno-virological control in this population.
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Affiliation(s)
- Vincent Madelain
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Laboratoire de Pharmaco-Toxicologie, Paris F-75018, France
| | - Minh P Le
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Laboratoire de Pharmaco-Toxicologie, Paris F-75018, France
| | - Karen Champenois
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France
| | - Charlotte Charpentier
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Laboratoire de Virologie, Paris F-75018, France
| | - Roland Landman
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Service de Maladies Infectieuses et Tropicales, Paris F-75018, France
| | - Veronique Joly
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Service de Maladies Infectieuses et Tropicales, Paris F-75018, France
| | - Patrick Yeni
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Service de Maladies Infectieuses et Tropicales, Paris F-75018, France
| | - Diane Descamps
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Laboratoire de Virologie, Paris F-75018, France
| | - Yazdan Yazdanpanah
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Service de Maladies Infectieuses et Tropicales, Paris F-75018, France
| | - Gilles Peytavin
- IAME, UMR 1137, Université Paris Diderot, Sorbonne Paris Cité and INSERM, Paris F-75018, France.,AP-HP, Hôpital Bichat-Claude Bernard, Laboratoire de Pharmaco-Toxicologie, Paris F-75018, France
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Srinivas NR. Prediction of area under the concentration-time curve for lopinavir from peak or trough lopinavir concentrations in patients receiving lopinavir-ritonavir therapy. Am J Health Syst Pharm 2016; 73:376-85. [PMID: 26953282 DOI: 10.2146/ajhp150417] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
PURPOSE A "single time point" strategy for predicting the area under the concentration-time curve (AUC) for lopinavir in patients receiving ritonavir-boosted lopinavir therapy was investigated. METHODS Linear regression equations describing the relationships of lopinavir peak and trough concentrations to lopinavir AUC values were established using pharmacokinetic data from published studies of patients or healthy subjects receiving lopinavir and ritonavir at standard dosages. The resulting "trough-AUC model" and "peak-AUC model" were used to predict lopinavir AUC values in the evaluated study populations (total n = 479); those values were then compared with reported AUC values. RESULTS Lopinavir peak or trough concentrations were strongly correlated with lopinavir AUC values (r = 0.9947 and r = 0.9541, respectively). For about 94% of calculations using the peak-AUC model and 87% of calculations using the trough-AUC model, differences between predicted and observed AUC values were in the range of 0.76-1.5 fold; the associated r values were 0.9514 (p < 0.001) and 0.9345 (p < 0.001), respectively. The mean absolute predictive error was less than 6% with the use of either the peak-AUC model or the trough-AUC model, with corresponding values for root-mean-square error of 17.6% and 23.5%, respectively. CONCLUSION Equations incorporating lopinavir peak and trough concentrations were found to satisfactorily predict lopinavir AUC values in data sets describing patients receiving lopinavir with ritonavir boosting. Variability in predictions was higher with use of the trough-AUC model.
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Owen A, Rannard S. Strengths, weaknesses, opportunities and challenges for long acting injectable therapies: Insights for applications in HIV therapy. Adv Drug Deliv Rev 2016; 103:144-156. [PMID: 26916628 PMCID: PMC4935562 DOI: 10.1016/j.addr.2016.02.003] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2016] [Revised: 02/10/2016] [Accepted: 02/12/2016] [Indexed: 12/11/2022]
Abstract
Advances in solid drug nanoparticle technologies have resulted in a number of long-acting (LA) formulations with the potential for once monthly or longer administration. Such formulations offer great utility for chronic diseases, particularly when a lack of medication compliance may be detrimental to treatment response. Two such formulations are in clinical development for HIV but the concept of LA delivery has its origins in indications such as schizophrenia and contraception. Many terms have been utilised to describe the LA approach and standardisation would be beneficial. Ultimately, definitions will depend upon specific indications and routes of delivery, but for HIV we propose benchmarks that reflect perceived clinical benefits and available data on patient attitudes. Specifically, we propose dosing intervals of ≥1week, ≥1month or ≥6months, for oral, injectable or implantable strategies, respectively. This review focuses upon the critical importance of potency in achieving the LA outcome for injectable formulations and explores established and emerging technologies that have been employed across indications. Key technological challenges such as the need for consistency and ease of administration for drug combinations, are also discussed. Finally, the review explores the gaps in knowledge regarding the pharmacology of drug release from particulate-based LA injectable suspensions. A number of hypotheses are discussed based upon available data relating to local drug metabolism, active transport systems, the lymphatics, macrophages and patient-specific factors. Greater knowledge of the mechanisms that underpin drug release and protracted exposure will help facilitate further development of this strategy to achieve the promising clinical benefits.
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Affiliation(s)
- Andrew Owen
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, 70 Pembroke Place, University of Liverpool, Liverpool L693GF, UK
| | - Steve Rannard
- Department of Chemistry, Crown Street, University of Liverpool, L69 3BX, UK
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