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Nađ Škegro S, Penezić L, Šimičević L, Hudolin T, Kaštelan Ž, Božina N, Trkulja V. The reduced function allele SLCO1B1 c.521T>C is of no practical relevance for the renal graft function over the first post-transplant year in patients treated with mycophenolic acid. Pharmacogenet Genomics 2024; 34:226-235. [PMID: 39101384 DOI: 10.1097/fpc.0000000000000539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
OBJECTIVE It is unclear whether renal transplant recipients treated with mycophenolic acid (MPA) who carry the reduced-function allele at polymorphism SLCO1B1 c.521T>C differ from their wild-type peers regarding renal outcomes and tolerability. We aimed to estimate the effect of this polymorphism on the graft function (estimated glomerular filtration rate, eGFR) over the first 12 post-transplant months in patients on MPA-based maintenance immunosuppression. METHODS In a 12-month observational cohort study, consecutive adult patients were repeatedly assessed for eGFR. The SLCO1B1 c.521C>T variant allele carriers (exposed) and wild-type subjects (controls) were balanced on a range of demographic, medical, and genetic variables at baseline, and eGFR trajectory was estimated with further adjustment for time-varying covariates. A subset of patients were assessed for exposure to MPA 5-7 days after the transplantation. RESULTS The adjusted eGFR slopes from day 1 to day 28 (daily), and from day 28 to day 365 (monthly) were practically identical in exposed (n = 86) and control (n = 168) patients [geometric means ratios (GMR) = 0.99, 95% confidence interval (CI) = 0.92-1.06 and GMR = 0.98, 0.94-1.01, respectively]. The rates of adverse renal outcomes and possible MPA-related adverse effects were low, and similar in exposed and controls [rate ratios (RR) = 0.94, 0.49-1.84 and RR = 1.08, 0.74-1.58, respectively]. The pharmacokinetic analysis did not signal meaningful differences regarding exposure to MPA, overall (exposed n = 23, control n = 45), if cotreated with cyclosporine (n = 17 vs. n = 26) or with tacrolimus (n = 8 vs. n = 17). CONCLUSIONS In patients treated with MPA, variant allele SLCO1B1 c.521T>C appears of no practical relevance regarding the 12-month renal graft function, MPA safety and exposure to MPA at early steady-state.
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Affiliation(s)
| | - Luka Penezić
- Department of Urology, University Hospital Center Zagreb
| | - Livija Šimičević
- Divison of Pharmacogenomics and Therapy Individualization University Hospital Center Zagreb and Department of Biochemistry and Clinical Chemistry, Zagreb University School of Medicine
| | - Tvrtko Hudolin
- Department of Urology, University Hospital Center Zagreb
- Department of Urology, Zagreb University School of Medicine
| | - Željko Kaštelan
- Department of Urology, University Hospital Center Zagreb
- Department of Urology, Zagreb University School of Medicine
| | - Nada Božina
- Department of Pharmacology, Zagreb University School of Medicine, Zagreb Croatia
| | - Vladimir Trkulja
- Department of Pharmacology, Zagreb University School of Medicine, Zagreb Croatia
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Onyeaghala G, Dorr CR, Israni AK. Opportunities and challenges for immunosuppression in the context of pig-to-human xenotransplantation. MED 2024; 5:842-844. [PMID: 39127030 DOI: 10.1016/j.medj.2024.07.017] [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: 07/05/2024] [Revised: 07/17/2024] [Accepted: 07/17/2024] [Indexed: 08/12/2024]
Abstract
The transplantation of organ(s) across species may alleviate the shortage of available donor kidneys for an ever-growing number of patients on transplant waiting lists. However, this potential remains limited by uncharacterized physiologic and immune effects of xenotransplants in recipients, which Pan et al.1 investigated in the current study.
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Affiliation(s)
- Guillaume Onyeaghala
- Hennepin Healthcare Research Institute, Minneapolis, MN, USA; Division of Nephrology, Hennepin Healthcare, University of Minnesota, Minneapolis, MN, USA; Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Casey R Dorr
- Hennepin Healthcare Research Institute, Minneapolis, MN, USA; Division of Nephrology, Hennepin Healthcare, University of Minnesota, Minneapolis, MN, USA; Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Ajay K Israni
- Hennepin Healthcare Research Institute, Minneapolis, MN, USA; Division of Nephrology, Hennepin Healthcare, University of Minnesota, Minneapolis, MN, USA; Department of Medicine, University of Minnesota, Minneapolis, MN, USA; Department of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA.
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Wolken JK, Cao W, Cui M, Jin Z. Therapeutic drug monitoring of mycophenolic acid and azole antifungals on two distinct LC-MS/MS instruments. J Mass Spectrom Adv Clin Lab 2024; 33:7-13. [PMID: 38974659 PMCID: PMC11225655 DOI: 10.1016/j.jmsacl.2024.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 05/22/2024] [Accepted: 06/05/2024] [Indexed: 07/09/2024] Open
Abstract
Background As an active metabolite of a commonly prescribed immunosuppressant, mycophenolic acid (MPA) levels are often monitored to prevent organ rejection following a transplant. Triazoles are often prescribed for treatment of invasive fungal infections in immunocompromised patients. Due to the variability in individual pharmacokinetics and drug-drug interactions, therapeutic drug monitoring is recommended for triazole antifungals. A multiplex LC-MS/MS assay has been developed that can quantify both MPA and triazole drugs in serum. Methods A sample preparation procedure was established to spike in internal standard compounds and precipitate proteins. Reversed-phase chromatographic separation was performed on a C18 column with an analysis time of five minutes per sample. The mass spectrometer was operated in multiple reaction monitoring mode. The method was validated on two HPLC systems interfaced with either a Triple Quad 6500 or an API 4000 instrument. Results The multiplex assay was linear over a wide dynamic range with analyte measurable ranges of 0.4-48 μg/mL for MPA, 0.1-12 μg/mL for posaconazole, and 0.2-24 μg/mL for voriconazole, itraconazole, hydroxyitraconazole, and isavuconazole. The between-day and intraday imprecisions were less than 10 %. Limits of detection were below 0.04 ug/mL with limits of quantitation below 0.2 μg/mL. Method comparison studies against the current in-house method met acceptance criteria. The instrument comparison study demonstrated a strong correlation between data collected from the two systems. Conclusion A robust multiplex LC-MS/MS assay was developed and validated for monitoring MPA and triazoles drug levels in a clinical laboratory. The assay performance on two distinct instruments was acceptable and comparable.
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Affiliation(s)
- Jill K. Wolken
- University of Wisconsin Hospital and Clinics, Madison, WI, United States of America
| | - Wenjing Cao
- University of Wisconsin Hospital and Clinics, Madison, WI, United States of America
- Department of Pathology and Laboratory Medicine, University of Wisconsin – Madison, Madison, WI, United States of America
| | - Min Cui
- Department of Medicine, Case Western Reserve University, United States of America
| | - Zhicheng Jin
- University of Wisconsin Hospital and Clinics, Madison, WI, United States of America
- Department of Pathology and Laboratory Medicine, University of Wisconsin – Madison, Madison, WI, United States of America
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Parant F, Delignette MC, Charpiat B, Lacaille L, Lebosse F, Monneret G, Mohkam K, Mabrut JY, Aubrun F, Heyer L, Antonini T. Tacrolimus Monitoring in Liver Transplant Recipients, Posttransplant Cholestasis: A Comparative Between 2 Commercial Immunoassays and a Liquid Chromatography-Tandem Mass Spectrometry Method. Ther Drug Monit 2024; 46:446-455. [PMID: 38648663 DOI: 10.1097/ftd.0000000000001201] [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: 11/02/2023] [Accepted: 12/23/2023] [Indexed: 04/25/2024]
Abstract
BACKGROUND Cholestasis commonly occurs after orthotopic liver transplantation. It can be extrahepatic because of mechanical obstruction or intrahepatic because of various causes. During cholestasis episodes, blood concentrations of tacrolimus (TAC) metabolites may increase, potentially affecting TAC concentrations measured by immunoassays. This study aimed to simultaneously evaluate the analytical performance of 2 TAC immunoassays, a quantitative microsphere system (QMS) immunoassay, and chemiluminescence microparticle immunoassay, using liquid chromatography-tandem mass spectrometry (LC-MS/MS) as a reference method in liver transplant recipients. METHODS This single-center study included 265 patients who underwent orthotopic liver transplantation. In total, 942 blood samples were collected. TAC trough concentrations were measured using LC-MS/MS and 2 immunoassays in parallel. The plasma concentrations of conjugated bilirubin were measured in all samples. The results were analyzed using Bland-Altman plots and Passing-Bablok regressions. RESULTS The Bland-Altman plot analysis showed that the TAC QMS immunoassay has a significant bias (+37%) compared with LC-MS/MS, and this bias was higher in patients with cholestasis with hyperbilirubinemia (≤+70% in patients with conjugated bilirubin >150 µmol/L). In comparison, the chemiluminescence microparticle immunoassay showed acceptable analytical performance in patients with hyperbilirubinemia (bias <10%). CONCLUSIONS In agreement with previous findings, the TAC QMS immunoassay showed a positive bias compared with LC-MS/MS. This bias is remarkably high in patients with cholestasis and hyperbilirubinemia, suggesting the cross-reactivity of TAC metabolites with the monoclonal antibody used in the QMS immunoassay.
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Affiliation(s)
- François Parant
- Service de Biochimie et Biologie Moléculaire, Laboratoire de Biologie Médicale Multi-Sites (LBMMS), Hôpital Lyon-Sud-Hospices Civils de Lyon, Pierre-Bénite, France
| | | | - Bruno Charpiat
- Service Pharmaceutique, Hôpital de la Croix Rousse-Hospices Civils de Lyon, Lyon, France
| | - Louis Lacaille
- Service de Biochimie et Biologie Moléculaire, Laboratoire de Biologie Médicale Multi-Sites (LBMMS), Hôpital de la Croix Rousse-Hospices Civils de Lyon, Lyon, France
| | - Fanny Lebosse
- Service d'Hépatologie, Hôpital de la Croix Rousse-Hospices Civils de Lyon, Lyon, France
| | - Guillaume Monneret
- Laboratoire d'Immunologie, Hôpital Édouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Kayvan Mohkam
- Service de Chirurgie Générale, Digestive et Transplantations Hépatiques et Intestinales, Hôpital de la Croix Rousse-Hospices Civils de Lyon, France; and
| | - Jean-Yves Mabrut
- Service de Chirurgie Générale, Digestive et Transplantations Hépatiques et Intestinales, Hôpital de la Croix Rousse-Hospices Civils de Lyon, France; and
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, Lyon, France
| | - Frederic Aubrun
- Service d'Anesthésie Réanimation, Hôpital de la Croix Rousse-Hospices Civils de Lyon, Lyon, France
| | - Laurent Heyer
- Service d'Anesthésie Réanimation, Hôpital de la Croix Rousse-Hospices Civils de Lyon, Lyon, France
| | - Teresa Antonini
- Service d'Hépatologie, Hôpital de la Croix Rousse-Hospices Civils de Lyon, Lyon, France
- Centre de Recherche en Cancérologie de Lyon, INSERM U1052, Lyon, France
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Villeneuve C, Humeau A, Monchaud C, Labriffe M, Rerolle JP, Couzi L, Westeel PF, Etienne I, Kamar N, Büchler M, Thierry A, Marquet P. Better Rejection-Free Survival at Three Years in Kidney Transplant Recipients With Model-Informed Precision Dosing of Mycophenolate Mofetil. Clin Pharmacol Ther 2024; 116:351-362. [PMID: 38372185 DOI: 10.1002/cpt.3206] [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: 11/30/2022] [Accepted: 01/25/2024] [Indexed: 02/20/2024]
Abstract
The clinical impact of individual dose adjustment of mycophenolate mofetil is still debated, due to conflicting results from randomized clinical trials. This retrospective study aimed to compare 3-year rejection-free survival and adverse effects between adult kidney transplant recipients (KTRs) with or without mycophenolate mofetil model-informed precision dosing (MIPD). MIPD is defined here as mycophenolic acid area under the curve (AUC0-12h) estimation using a limited sampling strategy, pharmacokinetic models and Bayesian estimators; dose recommendation to reach AUC0-12h = 45 mg.h/L; using a widely used online expert system. The study, nested in two multicenter prospective cohort studies, focused on patients who received a mycophenolate drug and were followed up for 1-3 years. Mycophenolate mofetil MIPD was prescribed as per local practice, on a regular basis, when deemed necessary, or not at all. The MIPD group included 341 KTRs and the control group 392. At 3 years, rejection-free survival was respectively 91.2% and 80.6% (P < 0.001) and the cumulative incidence of rejection 5.08% vs. 12.7% per patient × year (hazard ratio = 0.49 (0.34, 0.71), P < 0.001), corresponding to a 2.5-fold reduction. Significant association with rejection-free survival was confirmed in patients at low or high risk of rejection (P = 0.017 and 0.013) and in patients on tacrolimus, but not on cyclosporine (P < 0.001 and 0.205). The mycophenolate mofetil MIPD group had significantly more adverse effects, but most occurred before the first AUC0-12h, suggesting some may be the reason why MIPD was ordered.
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Affiliation(s)
- Claire Villeneuve
- Department of Pharmacology, Toxicology and Pharmacovigilance, Centre Hospitalier Universitaire de Limoges, Limoges, France
- Pharmacology & Transplantation, Institut National de la Santé et de la Recherche Médicale U1248, Université de Limoges, Limoges, France
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
| | - Antoine Humeau
- Pharmacology & Transplantation, Institut National de la Santé et de la Recherche Médicale U1248, Université de Limoges, Limoges, France
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
| | - Caroline Monchaud
- Department of Pharmacology, Toxicology and Pharmacovigilance, Centre Hospitalier Universitaire de Limoges, Limoges, France
- Pharmacology & Transplantation, Institut National de la Santé et de la Recherche Médicale U1248, Université de Limoges, Limoges, France
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
| | - Marc Labriffe
- Department of Pharmacology, Toxicology and Pharmacovigilance, Centre Hospitalier Universitaire de Limoges, Limoges, France
- Pharmacology & Transplantation, Institut National de la Santé et de la Recherche Médicale U1248, Université de Limoges, Limoges, France
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
| | - Jean-Phillipe Rerolle
- Pharmacology & Transplantation, Institut National de la Santé et de la Recherche Médicale U1248, Université de Limoges, Limoges, France
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
- Department of Nephrology, Dialysis and Transplantation, Centre Hospitalier Universitaire de Limoges, Limoges, France
- Department of Nephrology, Transplantation, Dialysis, Centre Hospitalier Universitaire Pellegrin, Bordeaux, France
| | - Lionel Couzi
- Centre National de la Recherche Scientifique, UMR 5164 Immuno ConcEpT, Bordeaux University, Bordeaux, France
| | - Pierre-François Westeel
- Department of Nephrology and Kidney Transplantation, University Hospital of Amiens, Amiens, France
| | - Isabelle Etienne
- Service de Néphrologie, Rouen University Hospital, Rouen, France
| | - Nassim Kamar
- Department of Nephrology and Organ Transplantation, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
- Université Paul Sabatier, Toulouse, France
- Institut National de la Santé et de la Recherche Médicale, U1043, IFR-BMT, Centre Hospitalier Universitaire Purpan, Toulouse, France
| | - Mathias Büchler
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
- Department of Nephrology and Kidney Transplantation, University Hospital of Tours, Tours, France
- François Rabelais University, Tours, France
| | - Antoine Thierry
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
- Department of Nephrology, Dialysis and Transplantation, Centre Hospitalier Universitaire de Poitiers, Tours, France
| | - Pierre Marquet
- Department of Pharmacology, Toxicology and Pharmacovigilance, Centre Hospitalier Universitaire de Limoges, Limoges, France
- Pharmacology & Transplantation, Institut National de la Santé et de la Recherche Médicale U1248, Université de Limoges, Limoges, France
- Fédération Hospitalo-Universitaire SUrvival oPtimization in ORgan Transplantation (FHU SUPORT), Limoges, France
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Leino AD, Takyi-Williams J, Park JM, Norman SP, Sun D, Farris KB, Pai MP. Clinical validation of two volumetric absorptive microsampling devices to support home-based therapeutic drug monitoring of immunosuppression. Br J Clin Pharmacol 2024. [PMID: 39051148 DOI: 10.1111/bcp.16182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/20/2024] [Accepted: 07/02/2024] [Indexed: 07/27/2024] Open
Abstract
AIMS Dried blood volumetric absorptive microsamples (VAMS) may facilitate home-based sampling to enhance therapeutic drug monitoring after transplantation. This study aimed to clinically validate a liquid chromatography-tandem mass spectrometry assay using 2 VAMS devices with different sampling locations (Tasso-M20 for the upper arm and Mitra for the finger). Patient preferences were also evaluated. METHODS Clinical validation was performed for tacrolimus and mycophenolic acid by comparison of paired VAMS and venipuncture samples using Passing-Bablok regression and Bland-Altman analysis. Conversion of mycophenolic acid VAMS to serum concentrations was evaluated using haematocrit-dependent formulas and fixed correction factors defined a priori. Patients' perspectives, including useability, acceptability and feasibility, were also investigated using established questionnaires. RESULTS Paired samples (n = 50) were collected from 25 kidney transplant recipients. Differences for tacrolimus whole-blood concentration were within ±20% for 86 and 88% of samples from the upper arm and fingerstick, respectively. Using correction factors of 1.3 for the upper-arm and 1.47 for finger-prick samples, 84 and 76% of the paired samples, respectively, were within ±20% for mycophenolic acid serum concentration. Patient experience surveys demonstrated limited pain and acceptable useability of the upper-arm device. CONCLUSIONS Tacrolimus and mycophenolic acid can be measured using 2 common VAMS devices with similar analytical performance. Patients are supportive of home-based monitoring with a preference for the Tasso-M20 device.
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Affiliation(s)
- Abbie D Leino
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - John Takyi-Williams
- Pharmacokinetic & Mass Spectrometry Core, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Jeong M Park
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Silas P Norman
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Duxin Sun
- Pharmacokinetic & Mass Spectrometry Core, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Karen B Farris
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Manjunath P Pai
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
- Pharmacokinetic & Mass Spectrometry Core, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
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Mohamed ME, Saqr A, Al-Kofahi M, Onyeaghala G, Remmel RP, Staley C, Dorr CR, Teigen L, Guan W, Madden H, Munoz J, Vo D, Sanchez B, El-Rifai R, Oetting WS, Matas AJ, Israni AK, Jacobson PA. Limited Sampling Strategies Fail to Accurately Predict Mycophenolic Acid Area Under the Curve in Kidney Transplant Recipients and the Impact of Enterohepatic Recirculation. Ther Drug Monit 2024:00007691-990000000-00253. [PMID: 39047238 DOI: 10.1097/ftd.0000000000001248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 06/16/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Therapeutic drug monitoring for mycophenolic acid (MPA) is challenging due to difficulties in measuring the area under the curve (AUC). Limited sampling strategies (LSSs) have been developed for MPA therapeutic drug monitoring but come with risk of unacceptable performance. The authors hypothesized that the poor predictive performance of LSSs were due to the variability in MPA enterohepatic recirculation (EHR). This study is the first to evaluate LSSs models performance in the context of EHR. METHODS Adult kidney transplant recipients (n = 84) receiving oral mycophenolate mofetil underwent intensive MPA pharmacokinetic sampling. MPA AUC0-12hr and EHR were determined. Published MPA LSSs in kidney transplant recipients receiving tacrolimus were evaluated for their predictive performance in estimating AUC0-12hr in our full cohort and separately in individuals with high and low EHR. RESULTS None of the evaluated LSS models (n = 12) showed good precision or accuracy in predicting MPA AUC0-12hr in the full cohort. In the high EHR group, models with late timepoints had better accuracy but low precision, except for 1 model with late timepoints at 6 and 10 hours postdose, which had marginally acceptable precision. For all models, the good guess of predicted AUC0-12hr (±15% of observed AUC0-12hr) was highly variable (range, full cohort = 19%-61.9%; high EHR = 4.5%-65.9%; low EHR = 27.5%-62.5%). CONCLUSIONS The predictive performance of the LSS models varied according to EHR status. Timepoints ≥5 hours postdose in LSS models are essential to capture EHR. Models and strategies that incorporate EHR during development are required to accurately ascertain MPA exposure.
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Affiliation(s)
- Moataz E Mohamed
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
| | - Abdelrahman Saqr
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
| | - Mahmoud Al-Kofahi
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
- Gilead Sciences, Inc., Foster City, California
| | - Guillaume Onyeaghala
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Department of Medicine, School of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Rory P Remmel
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
| | - Christopher Staley
- Department of Surgery, School of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Casey R Dorr
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Department of Medicine, School of Medicine, University of Minnesota, Minneapolis, Minnesota
- Department of Medicine, Hennepin Healthcare, Minneapolis, Minnesota
| | - Levi Teigen
- Department of Food Science and Nutrition, University of Minnesota, St. Paul, Minnesota
| | - Weihua Guan
- Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Henry Madden
- Department of Surgery, Clinical Trials Office, University of Minnesota, Minneapolis, Minnesota
| | - Julia Munoz
- Department of Surgery, Clinical Trials Office, University of Minnesota, Minneapolis, Minnesota
| | - Duy Vo
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Bryan Sanchez
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Rasha El-Rifai
- Division of Nephrology, Department of Medicine, School of Medicine, University of Minnesota, Minneapolis; and
| | - William S Oetting
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
| | - Arthur J Matas
- Department of Surgery, School of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Ajay K Israni
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota
- Department of Medicine, Hennepin Healthcare, Minneapolis, Minnesota
- Department of Epidemiology & Community Health, University of Minnesota, Minneapolis, Minnesota
| | - Pamala A Jacobson
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
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8
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Suzuki Y, Ishiguro S, Shimada H, Ohgami M, Suzuki M. Evaluation of mycophenolic acid exposure in a patient with immune-related hepatotoxicity caused by nivolumab and ipilimumab therapy for malignant melanoma: a case report. Cancer Chemother Pharmacol 2024; 93:633-638. [PMID: 38148336 DOI: 10.1007/s00280-023-04628-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 11/26/2023] [Indexed: 12/28/2023]
Abstract
BACKGROUND Guidelines such as the National Comprehensive Cancer Network recommend mycophenolate mofetil (MMF) for the treatment of severe steroid-refractory immune-related hepatotoxicity. Mycophenolic acid (MPA) is an active form of MMF that suppresses T- and B-lymphocyte proliferation and immune-related adverse events caused by immune checkpoint inhibitors. MPA has a narrow therapeutic range (37-70 µg·h/mL) and overexposure increases the risk of leukopenia in transplantation. However, the optimal use of MMF in oncology has not yet been established; thus, monitoring plasma MPA concentrations is necessary to avoid excessive immunosuppression in oncology practice. CASE PRESENTATION We evaluated plasma MPA concentration in a 75-year-old man with immune-related hepatotoxicity following nivolumab and ipilimumab combination therapy for malignant melanoma. The patient developed severe hepatotoxicity after immunotherapy, and immunosuppressant therapy with corticosteroids was initiated. The patient then developed steroid-refractory immune-related hepatotoxicity; therefore, MMF (1,000 mg twice daily) was co-administered. Seven days after the administration of MMF, the plasma MPA concentration was measured using an enzyme multiplied immunoassay technique. The area under the plasma concentration-time curve for MPA from 0 to 12 h was 41.0 µg·h/mL, and the same dose of MMF was continued. Grade 2 lymphocytopenia, which could be attributed to MMF, was observed during the administration period. Unfortunately, the patient was infected with SARS-CoV-2 and died from respiratory failure. CONCLUSION Our patient did not exceed the upper limit of MPA levels as an index of the onset of side effects of kidney transplantation and achieved rapid improvement in liver function. Prompt initiation of MMF after assessment of the steroid effect leads to adequate MPA exposure. Therapeutic drug monitoring should be considered when MMF is administered, to avoid overexposure.
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Affiliation(s)
- Yoshiharu Suzuki
- Department of Pharmacy, Ibaraki Prefectural Central Hospital, Koibuchi 6528, Kasama, Ibaraki, 309-1973, Japan.
| | - Shingo Ishiguro
- Department of Medical Oncology, Ibaraki Prefectural Central Hospital, Ibaraki, Japan
| | - Hirokazu Shimada
- Department of Pharmacy, Ibaraki Prefectural Central Hospital, Koibuchi 6528, Kasama, Ibaraki, 309-1973, Japan
| | - Masahiro Ohgami
- Department of Pharmacy, Ibaraki Prefectural Central Hospital, Koibuchi 6528, Kasama, Ibaraki, 309-1973, Japan
| | - Mika Suzuki
- Department of Pharmacy, Ibaraki Prefectural Central Hospital, Koibuchi 6528, Kasama, Ibaraki, 309-1973, Japan
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9
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Saad MS, Chen J, Salerno D, Corbo H. Mycophenolate Metabolite Trough Concentrations Are Not Well Correlated With Dosing or Adverse Outcomes in Pediatric Heart Transplant Recipients. J Pediatr Pharmacol Ther 2024; 29:299-305. [PMID: 38863858 PMCID: PMC11163910 DOI: 10.5863/1551-6776-29.3.299] [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: 02/26/2023] [Accepted: 07/23/2023] [Indexed: 06/13/2024]
Abstract
OBJECTIVE Although mycophenolate metabolite trough concentrations in serum are routinely obtained for pediatric orthotopic heart transplant (OHT) recipients, limited data support this practice. We sought to investigate the relationship of mycophenolic acid (MPA) and MPA glucuronide (MPAG) serum concentrations to dosing and adverse outcomes among pediatric OHT patients. METHODS This retrospective study included OHT recipients ages 0 to 21 years who received mycophenolate mofetil (MMF) with MPA and MPAG serum trough concentration monitoring. The primary outcome was the relationship between MPA and MPAG serum concentrations and dosing. Secondary outcomes included the relationship of adverse outcomes to either MPA and MPAG concentrations or dosing. RESULTS A total of 98 patients with 1287 MPA and MPAG trough serum concentrations (each) were included. The median initial MMF dose was 40.3 mg/kg/day (IQR, 35.12-51.83) and 1164.4 mg/m2/day (IQR, 1080.77-1206.86). There was no correlation between either MPA or MPAG serum concentrations and mg/kg dosing, or mg/m2 dosing. When comparing the adverse effect of bone marrow suppression with no adverse effect, the median MPA serum trough concentration was 2 (IQR, 1.1-3.2) versus 1.6 (IQR, 0.8-2.5), p = 0.003. When comparing the adverse effect of infection with no adverse effect, median MPA serum trough concentration was 0.9 (IQR, 0.49-1.7) versus 1.6 (IQR, 0.8-2.5), p < 0.001. The clinical utility of this finding is of uncertain benefit. There was no association between MPAG serum concentrations and any adverse outcome (p = 0.053). CONCLUSIONS We did not identify a correlation between mycophenolate serum trough concentrations and either adverse outcomes or dosing. Based on these results, we discourage routine monitoring of mycophenolate trough concentrations.
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Affiliation(s)
- Maria Sedky Saad
- Department of Pharmacy (MSS, DS, HC), NewYork-Presbyterian Hospital, New York, NY
| | - Justin Chen
- Department of Pharmacy (JC), Children’s Healthcare of Atlanta, Atlanta, GA
| | - David Salerno
- Department of Pharmacy (MSS, DS, HC), NewYork-Presbyterian Hospital, New York, NY
| | - Heather Corbo
- Department of Pharmacy (MSS, DS, HC), NewYork-Presbyterian Hospital, New York, NY
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in ’t Veld AE, Eveleens Maarse BC, Juachon MJ, Meziyerh S, de Vries APJ, van Rijn AL, Feltkamp MCW, Moes DJAR, Burggraaf J, Moerland M. Immune responsiveness in stable kidney transplantation patients: Complete inhibition of T-cell proliferation but residual T-cell activity during maintenance immunosuppressive treatment. Clin Transl Sci 2024; 17:e13860. [PMID: 38923308 PMCID: PMC11197031 DOI: 10.1111/cts.13860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 05/27/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024] Open
Abstract
The recommended immunosuppressive treatment after kidney transplantation consists of tacrolimus, mycophenolate mofetil, and low-dose corticosteroids. Drug concentrations are monitored using therapeutic drug monitoring (TDM), which does not necessarily correlate with pharmacodynamic activity. To find the balance between optimal efficacy and minimal toxicity, it might be more informative to monitor patients' immunological status rather than drug concentrations. We selected a panel of T-cell-based immune assays, which were used for immunomonitoring of 14 stable kidney transplantation patients. Whole blood was incubated with a T-cell stimulus, after which T-cell proliferation, T-cell activation marker expression and cytokine production were measured to study residual immune activity in vitro (before drug intake; drug added to the incubation) and ex vivo (after drug intake). T-cell proliferation was completely suppressed in all patients over the full day, while IL-2, IFN-γ, CD71, and CD154 showed fluctuations over the day with a strong inhibition (75%-25%) at 2 h post-dose. The level of inhibition was variable between patients and could not be related to pharmacokinetic parameters or the presence of regulatory or senescence immune cells. Moreover, the level of inhibition did not correlate with the in vitro tacrolimus drug effect as studied by incubating pre-dose blood samples with additional tacrolimus. Overall, IL-2, IFN-γ, CD71, and CD154 seem to be good markers to monitor residual immune activity of transplantation patients. To evaluate the correlation between these pharmacodynamic biomarkers and clinical outcome, prospective observational studies are needed.
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Affiliation(s)
- Aliede E. in ’t Veld
- Centre for Human Drug ResearchLeidenThe Netherlands
- Department of SurgeryLeiden University Medical CenterLeidenThe Netherlands
| | - Boukje C. Eveleens Maarse
- Centre for Human Drug ResearchLeidenThe Netherlands
- Department of SurgeryLeiden University Medical CenterLeidenThe Netherlands
| | | | - Soufian Meziyerh
- Division of Nephrology, Department of Internal MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - Aiko P. J. de Vries
- Division of Nephrology, Department of Internal MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - Aline L. van Rijn
- Department of Medical MicrobiologyLeiden University Medical CenterLeidenThe Netherlands
| | - Mariet C. W. Feltkamp
- Department of Medical MicrobiologyLeiden University Medical CenterLeidenThe Netherlands
| | - Dirk Jan A. R. Moes
- Department of Pharmacy and Clinical ToxicologyLeiden University Medical CenterLeidenThe Netherlands
| | - Jacobus Burggraaf
- Centre for Human Drug ResearchLeidenThe Netherlands
- Department of SurgeryLeiden University Medical CenterLeidenThe Netherlands
- Leiden Academic Centre of Drug ResearchLeiden UniversityLeidenThe Netherlands
| | - Matthijs Moerland
- Centre for Human Drug ResearchLeidenThe Netherlands
- Department of Pharmacy and Clinical ToxicologyLeiden University Medical CenterLeidenThe Netherlands
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11
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Sobiak J, Resztak M, Sikora W, Zachwieja J, Ostalska-Nowicka D. Liquid chromatography-tandem mass spectrometry method for mycophenolic acid and its glucuronide determination in saliva samples from children with nephrotic syndrome. Pharmacol Rep 2024; 76:600-611. [PMID: 38485859 PMCID: PMC11126467 DOI: 10.1007/s43440-024-00574-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/10/2024] [Accepted: 02/12/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Saliva sampling is one of the methods of therapeutic drug monitoring for mycophenolic acid (MPA) and its metabolite, mycophenolic acid glucuronide (MPAG). The study describes the liquid chromatography tandem mass spectrometry (LC-MS/MS) method developed for saliva MPA and MPAG determination in children with nephrotic syndrome. METHODS The mobile phase consisted of methanol and water at gradient flow, both with 0.1% formic acid. Firstly, 100 µL of saliva was evaporated at 45 °C for 2 h to dryness, secondly, it was reconstituted in the mobile phase, and finally 10 µL was injected into the LC-MS/MS system. Saliva from ten children with nephrotic syndrome treated with mycophenolate mofetil was collected with Salivette®. RESULTS For MPA and MPAG, within the 2-500 ng/mL range, the method was selective, specific, accurate and precise within-run and between-run. No carry-over and matrix effects were observed. Stability tests showed that MPA and MPAG were stable in saliva samples if stored for 2 h at room temperature, 18 h at 4 °C, and at least 5 months at - 80 °C as well as after three freeze-thaw cycles, in a dry extract for 16 h at 4 °C, and for 8 h at 15 °C in the autosampler. The analytes were not adsorbed onto Salivette® cotton swabs. For concentrations above 500 ng/mL, the samples may be diluted twofold. In children, saliva MPA and MPAG were within the ranges of 4.6-531.8 ng/mL and 10.7-183.7 ng/mL, respectively. CONCLUSIONS The evaluated LC-MS/MS method has met the validation requirements for saliva MPA and MPAG determination in children with nephrotic syndrome. Further studies are needed to explore plasma-saliva correlations and assess their potential contribution to MPA monitoring.
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Affiliation(s)
- Joanna Sobiak
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, 3 Rokietnicka Street, 60-806, Poznan, Poland.
| | - Matylda Resztak
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, 3 Rokietnicka Street, 60-806, Poznan, Poland
| | - Weronika Sikora
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, 3 Rokietnicka Street, 60-806, Poznan, Poland
| | - Jacek Zachwieja
- Department of Pediatric Nephrology and Hypertension, Poznan University of Medical Sciences, Poznan, Poland
| | - Danuta Ostalska-Nowicka
- Department of Pediatric Nephrology and Hypertension, Poznan University of Medical Sciences, Poznan, Poland
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12
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Penezić L, Nađ-Škegro S, Hadžavdić A, Ganoci L, Kaštelan Ž, Trkulja V, Božina N. Inosine monophosphate dehydrogenase type 2 polymorphism IMPDH2 3757T>C (rs11706052) and 12-month evolution of the graft function in renal transplant recipients on mycophenolate-based immunosuppression. THE PHARMACOGENOMICS JOURNAL 2024; 24:15. [PMID: 38769303 DOI: 10.1038/s41397-024-00335-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 04/26/2024] [Accepted: 05/08/2024] [Indexed: 05/22/2024]
Abstract
Variant allele at the inosine monophosphate dehydrogenase type 2 polymorphism IMPDH2 3757T>C has been associated with increased enzyme activity and reduced susceptibility to mycophenolic acid (MPA) in vitro. It has been suggested associated with an increased risk of acute rejection in renal transplant recipients on MPA-based immunosuppression, but not unambiguously. We assessed one-year evolution of the estimated glomerular filtration rate (eGFR) in transplanted variant allele carriers and wild-type subjects, while controlling for a number of demographic, pharmacogenetic, (co)morbidity, and treatment baseline and time-varying covariates. The eGFR slopes to day 28 (GMR = 1.01, 95% CI 0.93-1.09), and between days 28 and 365 (GMR = 1.01, 95% CI 0.99-1.02) were practically identical in 52 variant carriers and 202 wild-type controls. The estimates (95%CIs) remained within the limits of ±20% difference even after adjustment for a strong hypothetical effect of unmeasured confounders. Polymorphism IMPDH2 3757T>C does not affect the renal graft function over the 1st year after transplantation.
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Affiliation(s)
- Luka Penezić
- Department of Urology, University Hospital Center Zagreb, Zagreb, Croatia
| | - Sandra Nađ-Škegro
- Department of Urology, University Hospital Center Zagreb, Zagreb, Croatia
| | - Ayla Hadžavdić
- Teaching Institute for Emergency Medicine of Istria County, Zagreb, Croatia
| | - Lana Ganoci
- Division of Pharmacogenomics and Therapy Individualization, Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
| | - Željko Kaštelan
- Department of Urology, University Hospital Center Zagreb, Zagreb, Croatia
- Department of Urology, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Vladimir Trkulja
- Department of Pharmacology, University of Zagreb School of Medicine, Zagreb, Croatia.
| | - Nada Božina
- Department of Pharmacology, University of Zagreb School of Medicine, Zagreb, Croatia
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Krueger MB, Bonifacius A, Dragon AC, Santamorena MM, Nashan B, Taubert R, Kalinke U, Maecker-Kolhoff B, Blasczyk R, Eiz-Vesper B. In Vitro Profiling of Commonly Used Post-transplant Immunosuppressants Reveals Distinct Impact on Antiviral T-cell Immunity Towards CMV. Transpl Int 2024; 37:12720. [PMID: 38655204 PMCID: PMC11035762 DOI: 10.3389/ti.2024.12720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/27/2024] [Indexed: 04/26/2024]
Abstract
Infectious complications, including widespread human cytomegalovirus (CMV) disease, frequently occur after hematopoietic stem cell and solid organ transplantation due to immunosuppressive treatment causing impairment of T-cell immunity. Therefore, in-depth analysis of the impact of immunosuppressants on antiviral T cells is needed. We analyzed the impact of mTOR inhibitors sirolimus (SIR/S) and everolimus (EVR/E), calcineurin inhibitor tacrolimus (TAC/T), purine synthesis inhibitor mycophenolic acid (MPA/M), glucocorticoid prednisolone (PRE/P) and common double (T+S/E/M/P) and triple (T+S/E/M+P) combinations on antiviral T-cell functionality. T-cell activation and effector molecule production upon antigenic stimulation was impaired in presence of T+P and triple combinations. SIR, EVR and MPA exclusively inhibited T-cell proliferation, TAC inhibited activation and cytokine production and PRE inhibited various aspects of T-cell functionality including cytotoxicity. This was reflected in an in vitro infection model, where elimination of CMV-infected human fibroblasts by CMV-specific T cells was reduced in presence of PRE and all triple combinations. CMV-specific memory T cells were inhibited by TAC and PRE, which was also reflected with double (T+P) and triple combinations. EBV- and SARS-CoV-2-specific T cells were similarly affected. These results highlight the need to optimize immune monitoring to identify patients who may benefit from individually tailored immunosuppression.
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Affiliation(s)
- Markus Benedikt Krueger
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Agnes Bonifacius
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
| | - Anna Christina Dragon
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Maria Michela Santamorena
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Björn Nashan
- Clinic for Hepatopancreaticobiliary Surgery and Transplantation, First Affiliated Hospital, University of Science and Technology of China, Hefei, China
| | - Richard Taubert
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Ulrich Kalinke
- TWINCORE, Centre for Experimental and Clinical Infection Research, A Joint Venture Between the Helmholtz Centre for Infection Research and the Hannover Medical School, Hannover, Germany
| | - Britta Maecker-Kolhoff
- German Center for Infection Research (DZIF), Braunschweig, Germany
- Department of Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Rainer Blasczyk
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
| | - Britta Eiz-Vesper
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Hannover, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
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14
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Chan EYH, Lai FFY, Ma ALT, Chan TM. Managing Lupus Nephritis in Children and Adolescents. Paediatr Drugs 2024; 26:145-161. [PMID: 38117412 DOI: 10.1007/s40272-023-00609-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/19/2023] [Indexed: 12/21/2023]
Abstract
Lupus nephritis is an important manifestation of systemic lupus erythematosus, which leads to chronic kidney disease, kidney failure, and can result in mortality. About 35%-60% of children with systemic lupus erythematosus develop kidney involvement. Over the past few decades, the outcome of patients with lupus nephritis has improved significantly with advances in immunosuppressive therapies and clinical management. Nonetheless, there is a paucity of high-level evidence to guide the management of childhood-onset lupus nephritis, because of the relatively small number of patients at each centre and also because children and adolescents are often excluded from clinical trials. Children and adults differ in more ways than just size, and there are remarkable differences between childhood- and adult-onset lupus nephritis in terms of disease severity, treatment efficacy, tolerance to medications and most importantly, psychosocial perspective. In this article, we review the 'art and science' of managing childhood-onset lupus nephritis, which has evolved in recent years, and highlight special considerations in this specific patient population.
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Affiliation(s)
- Eugene Yu-Hin Chan
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon, Hong Kong.
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong.
| | - Fiona Fung-Yee Lai
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Alison Lap-Tak Ma
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon, Hong Kong
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Tak Mao Chan
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon, Hong Kong.
- Division of Nephrology, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, School of Clinical Medicine, Pok Fu Lam, Hong Kong.
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15
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Quiroz JNC, Villalobos JSG, Pereira JCT. Efficacy and Safety of Mycophenolate Mofetil In De Novo Renal Transplantation in a Retrospective Cohort of Transplant Recipients in Colombia-Esmitren Study. Transplant Proc 2024; 56:297-305. [PMID: 38395659 DOI: 10.1016/j.transproceed.2023.12.019] [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: 08/28/2023] [Revised: 11/21/2023] [Accepted: 12/28/2023] [Indexed: 02/25/2024]
Abstract
BACKGROUND To describe and establish the efficacy and safety of Mycophenolate Mofetil (Micoflavin) in patients with de novo renal transplantation during one-year post-transplant follow-up. As secondary objectives, the behavior of mycophenolic acid (MPA) C0 levels in this population, the relationship between MPA levels and renal function of the grafts, the incidence of acute rejection, and the incidence of adverse effects were evaluated. METHODS A prospective cohort study was conducted on patients who received a first kidney transplant from a deceased donor between March 1, 2021, and February 28, 2022, at the Alma Mater of Antioquia Hospital of the Antioquia's University, in Medellín, Colombia. MPA C0 levels were taken from the patients on days 15, 30, 90, 180, and 360 after the kidney transplantation. RESULTS Patients presented MPA therapeutic levels in the study. The average of the MPA levels in the population was 2.5 µg/mL, with an IQR of 2.13 to 3.32. There were 5 acute rejections (27%), but none of the patients with acute rejection presented subtherapeutic levels of mycophenolate. No significant relationship was observed between mycophenolic acid levels and rejection (P = .255). The patients who completed the study had no gastrointestinal intolerance to mycophenolate, cytomegalovirus infections, or significant hematological complications. CONCLUSIONS MMF (Micoflavin) maintained mycophenolic acid levels C0 within the therapeutic range, was well tolerated and without the presence of significant adverse events, and maintained stable renal function throughout the follow-up period in the population studied.
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Affiliation(s)
- Jose Nelson Carvajal Quiroz
- Department of Internal Medicine, Faculty of Medicine, University of Antioquia, Medellín, Colombia; Alma Mater of Antioquia Hospital of the Antioquia's University, Medellín, Colombia.
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16
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Kwon S, Judson MA. Clinical Pharmacology in Sarcoidosis: How to Use and Monitor Sarcoidosis Medications. J Clin Med 2024; 13:1250. [PMID: 38592130 PMCID: PMC10932410 DOI: 10.3390/jcm13051250] [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: 01/15/2024] [Revised: 02/11/2024] [Accepted: 02/13/2024] [Indexed: 04/10/2024] Open
Abstract
When sarcoidosis needs treatment, pharmacotherapy is usually required. Although glucocorticoids work reliably and relatively quickly for sarcoidosis, these drugs are associated with numerous significant side effects. Such side effects are common in sarcoidosis patients, as the disease frequently has a chronic course and glucocorticoid treatment courses are often prolonged. For these reasons, corticosteroid-sparing and corticosteroid-replacing therapies are often required for sarcoidosis. Unfortunately, many healthcare providers who care for sarcoidosis patients are not familiar with the use of these agents. In this manuscript, we provide a review of the pharmacotherapy of sarcoidosis. We discuss the mechanism of action, dosing, side-effect profile, approach to monitoring and patient counselling concerning glucocorticoids, and the common alternative drugs recommended for use in the recent European Respiratory Society (Lausanne, Switzerland) Sarcoidosis Treatment Guidelines. We also discuss the use of these agents in special situations including hepatic insufficiency, renal insufficiency, pregnancy, breastfeeding, vaccination, and drug-drug interactions. It is hoped that this manuscript will provide valuable practical guidance to clinicians who care for sarcoidosis patients.
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Affiliation(s)
- Sooyeon Kwon
- Samuel S. Stratton Veterans Affairs Medical Center, Albany, NY 12208, USA
| | - Marc A. Judson
- Division of Pulmonary and Critical Care Medicine, Albany Medical College, Albany, NY 12208, USA;
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Mohamed ME, Saqr A, Staley C, Onyeaghala G, Teigen L, Dorr CR, Remmel RP, Guan W, Oetting WS, Matas AJ, Israni AK, Jacobson PA. Pharmacomicrobiomics: Immunosuppressive Drugs and Microbiome Interactions in Transplantation. Transplantation 2024:00007890-990000000-00663. [PMID: 38361239 DOI: 10.1097/tp.0000000000004926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
The human microbiome is associated with human health and disease. Exogenous compounds, including pharmaceutical products, are also known to be affected by the microbiome, and this discovery has led to the field of pharmacomicobiomics. The microbiome can also alter drug pharmacokinetics and pharmacodynamics, possibly resulting in side effects, toxicities, and unanticipated disease response. Microbiome-mediated effects are referred to as drug-microbiome interactions (DMI). Rapid advances in the field of pharmacomicrobiomics have been driven by the availability of efficient bacterial genome sequencing methods and new computational and bioinformatics tools. The success of fecal microbiota transplantation for recurrent Clostridioides difficile has fueled enthusiasm and research in the field. This review focuses on the pharmacomicrobiome in transplantation. Alterations in the microbiome in transplant recipients are well documented, largely because of prophylactic antibiotic use, and the potential for DMI is high. There is evidence that the gut microbiome may alter the pharmacokinetic disposition of tacrolimus and result in microbiome-specific tacrolimus metabolites. The gut microbiome also impacts the enterohepatic recirculation of mycophenolate, resulting in substantial changes in pharmacokinetic disposition and systemic exposure. The mechanisms of these DMI and the specific bacteria or communities of bacteria are under investigation. There are little or no human DMI data for cyclosporine A, corticosteroids, and sirolimus. The available evidence in transplantation is limited and driven by small studies of heterogeneous designs. Larger clinical studies are needed, but the potential for future clinical application of the pharmacomicrobiome in avoiding poor outcomes is high.
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Affiliation(s)
- Moataz E Mohamed
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | - Abdelrahman Saqr
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | | | - Guillaume Onyeaghala
- Hennepin Healthcare Research Institute, Minneapolis, MN
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Levi Teigen
- Department of Food Science and Nutrition, University of Minnesota, St Paul, MN
| | - Casey R Dorr
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN
- Hennepin Healthcare Research Institute, Minneapolis, MN
- Department of Medicine, University of Minnesota, Minneapolis, MN
- Department of Medicine, Hennepin Healthcare, Minneapolis, MN
| | - Rory P Remmel
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | - Weihua Guan
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN
| | - William S Oetting
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | - Arthur J Matas
- Department of Surgery, University of Minnesota, Minneapolis, MN
| | - Ajay K Israni
- Hennepin Healthcare Research Institute, Minneapolis, MN
- Department of Medicine, Hennepin Healthcare, Minneapolis, MN
- Department of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN
| | - Pamala A Jacobson
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN
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18
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Wuttiputhanun T, Naiyarakseree N, Udomkarnjananun S, Kittanamongkolchai W, Asada L, Chariyavilaskul P, Townamchai N, Avihingsanon Y. Therapeutic drug monitoring of mycophenolic acid and clinical outcomes of lupus nephritis: a systematic review and meta-analysis. Lupus Sci Med 2024; 11:e001093. [PMID: 38233072 PMCID: PMC10806523 DOI: 10.1136/lupus-2023-001093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 12/16/2023] [Indexed: 01/19/2024]
Abstract
INTRODUCTION Mycophenolic acid (MPA) is a primary immunosuppressive agent used in the treatment of lupus nephritis (LN). While therapeutic drug monitoring (TDM) of MPA is well established in organ transplantation, its role in LN treatment remains uncertain. Our objective was to review and summarise current knowledge on TDM of MPA in the LN treatment. METHODS A systematic search was conducted in the online databases, specifically targeted patients diagnosed with LN receiving MPA treatment. The included studies had to report both MPA pharmacokinetic parameters and renal outcomes. A random-effects model meta-analysis was conducted to assess the relationship between clinical responses and MPA pharmacokinetics. RESULTS A total of 1507 studies were initially screened, resulting in the inclusion of 16 studies for meta-analysis, encompassing 433 patients. The response group exhibited significantly higher MPA area under the concentration-time curve (AUC) compared with the non-response group (51.44±21.73 mg·h/L vs 30.30±16.24 mg·h/L). The weighted mean difference (WMD) of MPA-AUC between responders and non-responders was 16.83 mg·h/L (95% CI 10.59 to 23.06; p<0.001). Similarly, trough concentration (C0) of MPA showed a strong association with renal response, evidenced by C0 values of 2.50±1.73 mg/L in the response group vs 1.51±1.33 mg/L in the non-response group (WMD 1.37 mg/L; 95% CI 0.77 to 1.97; p<0.001). There was no significant relationship identified between MPA-AUC and adverse events. CONCLUSION This meta-analysis emphasised the meaningful correlation between MPA AUC and C0 with renal response in LN treatment. Randomised controlled trials are necessary to validate this approach and determine its superiority over fixed dosing in the context of LN treatment.
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Affiliation(s)
- Thunyatorn Wuttiputhanun
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Nuanjanthip Naiyarakseree
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Suwasin Udomkarnjananun
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Excellence Center for Solid Organ Transplantation, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Renal Immunology and Transplantation Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence on Translational Research in Inflammation and Immunology (CETRII), Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Wonngarm Kittanamongkolchai
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Renal Immunology and Transplantation Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Mahachakri Sirindhorn Clinical Research Center, Research Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Leelahavanichkul Asada
- Center of Excellence on Translational Research in Inflammation and Immunology (CETRII), Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Immunology Unit, Department of Microbiology, Chulalongkorn University, Bangkok, Thailand
| | - Pajaree Chariyavilaskul
- Center of Excellence in Clinical Pharmacokinetics and Pharmacogenomics, Chulalongkorn University, Bangkok, Thailand
- Department of Pharmacology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Natavudh Townamchai
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Excellence Center for Solid Organ Transplantation, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Renal Immunology and Transplantation Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Yingyos Avihingsanon
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Excellence Center for Solid Organ Transplantation, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Renal Immunology and Transplantation Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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19
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López-Domínguez R, Villatoro-García JA, Marañón C, Goldman D, Petri M, Carmona-Sáez P, Alarcón-Riquelme M, Toro-Dominguez D. Immune and molecular landscape behind non-response to Mycophenolate Mofetil and Azathioprine in lupus nephritis therapy. RESEARCH SQUARE 2024:rs.3.rs-3783877. [PMID: 38260685 PMCID: PMC10802741 DOI: 10.21203/rs.3.rs-3783877/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Lupus nephritis (LN) represents one of the most severe complications of systemic lupus erythematosus, leading to end-stage kidney disease in worst cases. Current first-line therapies for LN, including mycophenolate mofetil (MMF) and azathioprine (AZA), fail to induce long-term remission in 60-70% of the patients, evidencing the urgent need to delve into the molecular knowledge-gap behind the non-response to these therapies. A longitudinal cohort of treated LN patients including clinical, cellular and transcriptomic data, was analyzed. Gene-expression signatures behind non-response to different drugs were revealed by differential expression analysis. Drug-specific non-response mechanisms and cell proportion differences were identified. Blood cell subsets mediating non-response were described using single-cell RNASeq data. We show that AZA and MMF non-response implicates different cells and regulatory functions. Mechanistic models were used to suggest add-on therapies to improve their current performance. Our results provide new insights into the molecular mechanisms associated with treatment failures in LN.
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Affiliation(s)
- Raúl López-Domínguez
- GENYO. Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada
| | - Juan Antonio Villatoro-García
- GENYO. Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada
| | - Concepción Marañón
- Department of Medical Genomics, Center for Genomics and Oncological Research (GENYO)
| | | | | | - Pedro Carmona-Sáez
- Department of Bioinformatics, Center for Genomics and Oncological Research (GENYO)
| | | | - Daniel Toro-Dominguez
- GENYO. Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada
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20
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Schrezenmeier E, Dörner T, Halleck F, Budde K. Cellular Immunobiology and Molecular Mechanisms in Alloimmunity-Pathways of Immunosuppression. Transplantation 2024; 108:148-160. [PMID: 37309030 DOI: 10.1097/tp.0000000000004646] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Current maintenance immunosuppression commonly comprises a synergistic combination of tacrolimus as calcineurin inhibitor (CNI), mycophenolic acid, and glucocorticoids. Therapy is often individualized by steroid withdrawal or addition of belatacept or inhibitors of the mechanistic target of rapamycin. This review provides a comprehensive overview of their mode of action, focusing on the cellular immune system. The main pharmacological action of CNIs is suppression of the interleukin-2 pathway that leads to inhibition of T cell activation. Mycophenolic acid inhibits the purine pathway and subsequently diminishes T and B cell proliferation but also exerts a variety of effects on almost all immune cells, including inhibition of plasma cell activity. Glucocorticoids exert complex regulation via genomic and nongenomic mechanisms, acting mainly by downregulating proinflammatory cytokine signatures and cell signaling. Belatacept is potent in inhibiting B/T cell interaction, preventing formation of antibodies; however, it lacks the potency of CNIs in preventing T cell-mediated rejections. Mechanistic target of rapamycin inhibitors have strong antiproliferative activity on all cell types interfering with multiple metabolic pathways, partly explaining poor tolerability, whereas their superior effector T cell function might explain their benefits in the case of viral infections. Over the past decades, clinical and experimental studies provided a good overview on the underlying mechanisms of immunosuppressants. However, more data are needed to delineate the interaction between innate and adaptive immunity to better achieve tolerance and control of rejection. A better and more comprehensive understanding of the mechanistic reasons for failure of immunosuppressants, including individual risk/benefit assessments, may permit improved patient stratification.
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Affiliation(s)
- Eva Schrezenmeier
- Department of Nephrology and Medical Intensive Care, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Academy, Clinician Scientist Program Universitätsmedizin Berlin, Berlin, Germany
| | - Thomas Dörner
- Department of Rheumatology and Clinical Immunology - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Deutsches Rheumaforschungszentrum (DRFZ), Berlin, Germany
| | - Fabian Halleck
- Department of Nephrology and Medical Intensive Care, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Klemens Budde
- Department of Nephrology and Medical Intensive Care, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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21
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Lai FFY, Chan EYH, Tullus K, Ma ALT. Therapeutic drug monitoring in childhood idiopathic nephrotic syndrome: a state of the art review. Pediatr Nephrol 2024; 39:85-103. [PMID: 37147510 DOI: 10.1007/s00467-023-05974-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 03/30/2023] [Accepted: 03/30/2023] [Indexed: 05/07/2023]
Abstract
Immunosuppressants are commonly used as steroid-sparing agents in childhood idiopathic nephrotic syndrome (NS) to induce and sustain remissions. These drugs have narrow therapeutic indices with high inter- and intra-patient variability. Therapeutic drug monitoring (TDM) would therefore be essential to guide the prescription. Multiple factors in NS contribute to additional variability in drug concentrations, especially during relapses. In this article, we review the currently available evidence of TDM in NS and suggest a practical approach for clinicians' reference.
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Affiliation(s)
- Fiona Fung-Yee Lai
- Department of Pharmacy, Hong Kong Children's Hospital, Kowloon City, Hong Kong
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon City, Hong Kong
| | - Eugene Yu-Hin Chan
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon City, Hong Kong.
| | - Kjell Tullus
- Department of Paediatric Nephrology, Great Ormond Street Hospital for Children NHS Trust, London, UK
| | - Alison Lap-Tak Ma
- Paediatric Nephrology Centre, Hong Kong Children's Hospital, Kowloon City, Hong Kong
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22
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Heinly B, Allenzara A, Helm M, Foulke GT. Cutaneous Lupus Erythematosus: Review and Considerations for Older Populations. Drugs Aging 2024; 41:31-43. [PMID: 37991658 DOI: 10.1007/s40266-023-01079-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/09/2023] [Indexed: 11/23/2023]
Abstract
Though more common earlier in life, increasing attention is being focused on the development of cutaneous lupus erythematosus (CLE) in patients with advancing age. Studies show that CLE is more common in older populations than previously thought, and all CLE subtypes are possible in this group. Just like patients in the third or fourth decade of life, CLE may appear alongside or independent of systemic lupus erythematosus. Older populations manifesting CLE for the first time seem to have a lower risk of progression to systemic disease than younger peers, and are more commonly White. CLE must be carefully distinguished from other skin conditions that have a predilection for presentation in older populations, including rosacea, lichen planus, and other autoimmune conditions such as dermatomyositis or pemphigus/pemphigoid. It is thought that most CLE in older populations is drug-induced, with drug-induced subacute cutaneous lupus erythematosus being the most common subtype. Management of CLE in older patients focuses on eliminating unnecessary medications known to induce CLE, and otherwise treatment proceeds similarly to that in younger patients, with a few special considerations.
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Affiliation(s)
| | - Astia Allenzara
- Division of Rheumatology, Allergy and Immunology and Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Matthew Helm
- Department of Dermatology, Penn State College of Medicine, Hershey, PA, USA
| | - Galen T Foulke
- Department of Dermatology, Penn State College of Medicine, Hershey, PA, USA.
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA.
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23
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Koloskoff K, Benito S, Chambon L, Dayan F, Marquet P, Jacqz-Aigrain E, Woillard JB. Limited sampling strategy and population pharmacokinetic model of mycophenolic acid in pediatric patients with systemic lupus erythematosus: application of a double gamma absorption model with SAEM algorithm. Eur J Clin Pharmacol 2024; 80:83-92. [PMID: 37897528 DOI: 10.1007/s00228-023-03587-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 10/21/2023] [Indexed: 10/30/2023]
Abstract
INTRODUCTION Mycophenolic acid (MPA), the active metabolite of mycophenolate mofetil (MMF), is widely used in the treatment of systemic lupus erythematosus (SLE). It has been shown that its therapeutic drug monitoring based on the area under the curve (AUC) improves treatment efficacy. MPA exhibits a complex bimodal absorption, and a double gamma distribution model has been already proposed in the past to accurately describe this phenomenon. These previous population pharmacokinetics models (POPPK) have been developed using iterative two stage Bayesian (IT2B) or non-parametric adaptive grid (NPAG) methods. However, non-linear mixed effect (NLME) approaches based on stochastic approximation expectation-maximization (SAEM) algorithms have never been published so far for this particular model. The objectives of this study were (i) to implement the double absorption gamma model in Monolix, (ii) to compare different absorption models to describe the pharmacokinetics of MMF, and (iii) to develop a limited sampling strategy (LSS) to estimate AUC in pediatric SLE patients. MATERIAL AND METHODS A data splitting of full pharmacokinetic profiles sampled in 67 children extracted either from the expert system ISBA (n = 34) or the hospital Saint Louis (n = 33) was performed into train (75%) and test (25%) sets. A POPPK was developed for MPA in the train set using a NLME and the SAEM algorithm and different absorption models were implemented and compared (first order, transit, or simple and double gamma). The best limited sampling strategy was then determined in the test set using a maximum-a-posteriori Bayesian method to estimate individual PK parameters and AUC based on three blood samples compared to the reference AUC calculated using the trapezoidal rule applied on all samples and performances were assessed in the test set. RESULTS Mean patient age and dose was 13 years old (5-18) and 18.1 mg/kg (7.9-47.6), respectively. MPA concentrations (764) from 107 occasions were included in the analysis. A double gamma absorption with a first-order elimination from the central compartment best fitted the data. The optimal LSS with samples at 30 min, 2 h, and 3 h post-dose exhibited good performances in the test set (mean bias - 0.32% and RMSE 21.0%). CONCLUSION The POPPK developed in this study adequately estimated the MPA AUC in pediatric patients with SLE based on three samples. The double absorption gamma model developed with the SAEM algorithm showed very accurate fit and reduced computation time.
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Affiliation(s)
- Kévin Koloskoff
- INSERM, University of Limoges, CHU Limoges, P&T, U1248, Limoges, France
- EXACTCURE, Nice, France
| | | | | | | | - Pierre Marquet
- INSERM, University of Limoges, CHU Limoges, P&T, U1248, Limoges, France
| | - Evelyne Jacqz-Aigrain
- Department of Pharmacology and Pharmacogenetics, Université Paris Cité, Hôpital Saint-Louis, Paris, France
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Newland DM, Pak JL, Ali R, Herzog T, Nemeth TL, Tressel W, Kronmal RA, Knorr LR, Albers EL, Friedland-Little JM, Ahmed H, Kemna MS, Hong BJ, Spencer K, Law YM. Mycophenolic acid therapeutic drug monitoring using area under the curve in pediatric heart transplant recipients. Clin Transplant 2023; 37:e15087. [PMID: 37526562 DOI: 10.1111/ctr.15087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 06/10/2023] [Accepted: 07/24/2023] [Indexed: 08/02/2023]
Abstract
INTRODUCTION Pharmacokinetics of mycophenolic acid (MPA) display substantial interpatient variability, with up to 10-fold difference of exposure in individual patients under a fixed-dose regimen. MPA trough level (C0) monitoring is common in clinical practice but has not proven sufficiently informative in predicting MPA exposure or patient outcomes, especially in children. No limited sampling strategies (LSSs) have been generated from pediatric heart transplant (HTx) recipients to estimate MPA AUC. METHODS Single-center, observational analysis of 135 de novo pediatric HTx recipients ≤21 years old who underwent MPA AUC between 2011 and 2021. RESULTS Median age was 4 years (IQR .6-12.1). Median time from transplant to MPA AUC sampling was 15 days (IQR 11-19). MMF doses (mg or mg/day) had low, negative Pearson correlation coefficients (r) while doses adjusted for weight or body surface area had low correlation with Trapezoidal MPA AUC0-24 h (r = .3 and .383, respectively). MPA C0 had weak association (r = .451) with Trapezoidal MPA AUC0-24 h . LSS with two pharmacokinetic sampling time points at 90 (C3 ) and 360 (C5 ) min after MMF administration (estimated AUC0-24 h = 32.82 + 4.12 × C3 + 11.53 × C5 ) showed strong correlation with Trapezoidal MPA AUC0-24 h (r = .87). CONCLUSION MMF at fixed or weight-adjusted doses, as well as MPA trough levels, correlate poorly with MPA AUC0-24 h . We developed novel LSSs to estimate Trapezoidal MPA AUC from a large cohort of pediatric HTx recipients. Validation of our LSSs should be completed in a separate cohort of pediatric HTx recipients.
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Affiliation(s)
- David M Newland
- Department of Pharmacy, Seattle Children's Hospital, Seattle, Washington, USA
- School of Pharmacy, University of Washington, Seattle, Washington, USA
| | - Jennifer L Pak
- Department of Pharmacy, Seattle Children's Hospital, Seattle, Washington, USA
- School of Pharmacy, University of Washington, Seattle, Washington, USA
| | - Reda Ali
- Department of Pharmacy, Seattle Children's Hospital, Seattle, Washington, USA
- School of Pharmacy, University of Washington, Seattle, Washington, USA
| | | | - Thomas L Nemeth
- Department of Pharmacy, Seattle Children's Hospital, Seattle, Washington, USA
- School of Pharmacy, University of Washington, Seattle, Washington, USA
| | - William Tressel
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Richard A Kronmal
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Lisa R Knorr
- Department of Pharmacy, Seattle Children's Hospital, Seattle, Washington, USA
- School of Pharmacy, University of Washington, Seattle, Washington, USA
| | - Erin L Albers
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Joshua M Friedland-Little
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Humera Ahmed
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Mariska S Kemna
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Borah J Hong
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
- School of Medicine, University of Washington, Seattle, Washington, USA
| | - Kathryn Spencer
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
| | - Yuk M Law
- Pediatric Cardiology, Seattle Children's Hospital, Seattle, Washington, USA
- School of Medicine, University of Washington, Seattle, Washington, USA
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Rexiti K, Jiang X, Kong Y, Chen X, Liu H, Peng H, Wei X. Population pharmacokinetics of mycophenolic acid and dose optimisation in adult Chinese kidney transplant recipients. Xenobiotica 2023; 53:603-612. [PMID: 37991412 DOI: 10.1080/00498254.2023.2287168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/20/2023] [Indexed: 11/23/2023]
Abstract
1. This study aimed to establish a population pharmacokinetic (PPK) model of mycophenolic acid (MPA), quantify the effect of clinical factors and pharmacogenomics of MPA, and optimise the dosage for adult kidney transplant recipients.2. One-hundred and four adult renal transplant patients were enrolled. The PPK model was established using the Phoenix® NMLE software and the stepwise methods were filtered for significant covariates. Monte Carlo simulations were performed to optimise the dosage regimen.3. A two-compartment model with first-order absorption and elimination (including lag time) provided a more accurate description of MPA pharmacokinetics. Serum albumin (ALB) significantly affected the central apparent clearance (CL/F), whereas post-transplant time and creatinine clearance were associated with a central apparent volume of distribution (V/F). The estimated population values obtained by the final model were 17.5 L/h and 93.97 L for CL/F and V/F, respectively. Simulation results revealed that larger mycophenolate mofetil doses are required as the ALB concentration decreases. This study established a PPK model of MPA and validated it using various methods. ALB significantly affected CL/F and recommended optimal dose strategies were given based on the final model. These results provide a reference for the personalised therapy of MPA for kidney transplant patients.
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Affiliation(s)
- Kaisaner Rexiti
- School of Pharmacy, Nanchang University, Nanchang, China
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xuehui Jiang
- Department of Pharmacy, Quanzhou First Hospital affiliated to Fujian Medical University, Quanzhou, China
| | - Ying Kong
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xu Chen
- School of Pharmacy, Nanchang University, Nanchang, China
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Hong Liu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Hongwei Peng
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xiaohua Wei
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
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Labriffe M, Micallef L, Woillard JB, Monchaud C, Saint-Marcoux F, Debord J, Marquet P. Mycophenolate Mofetil Dose Adjustment in Pediatric Kidney Transplant Recipients. Ther Drug Monit 2023; 45:591-598. [PMID: 36823705 DOI: 10.1097/ftd.0000000000001087] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 12/14/2022] [Indexed: 02/25/2023]
Abstract
BACKGROUND The Immunosuppressant Bayesian Dose Adjustment web site aids clinicians and pharmacologists involved in the care of transplant recipients; it proposes dose adjustments based on the estimated area under the concentration-time curve (AUCs). Three concentrations (T 20 min , T 1 h , and T 3 h ) are sufficient to estimate mycophenolic acid (MPA) AUC 0-12 h in pediatric kidney transplant recipients. This study investigates mycophenolate mofetil (MMF) doses and MPA AUC values in pediatric kidney transplant recipients, and target exposure attainment when the proposed doses were followed, through a large-scale analysis of the data set collated since the inception of the Immunosuppressant Bayesian Dose Adjustment web site. METHODS In this study, 4051 MMF dose adjustment requests, corresponding to 1051 patients aged 0-18 years, were retrospectively analyzed. AUC calculations were performed in the back office of the Immunosuppressant Bayesian Dose Adjustment using published Bayesian and population pharmacokinetic models. RESULTS The first AUC request was posted >12 months posttransplantation for 41% of patients. Overall, only 50% had the first MPA AUC 0-12 h within the recommended 30-60 mg.h/L range. When the proposed dose was not followed, the proportion of patients with an AUC in the therapeutic range for MMF with cyclosporine or tacrolimus at the subsequent request was lower (40% and 45%, respectively) than when it was followed (58% and 60%, respectively): P = 0.08 and 0.006, respectively. Furthermore, 3 months posttransplantation, the dispersion of AUC values was often lower at the second visit when the proposed doses were followed, namely, P = 0.03, 0.003, and 0.07 in the 4 months-1 year, and beyond 1 year with <6-month or >6-month periods between both visits, respectively. CONCLUSIONS Owing to extreme interindividual variability in MPA exposure, MMF dose adjustment is necessary; it is efficient at reducing such variability when based on MPA AUC.
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Affiliation(s)
- Marc Labriffe
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
- Department of Pharmacology, Toxicology and Pharmacovigilance, CHU de Limoges, Limoges, France
| | - Ludovic Micallef
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
| | - Jean-Baptiste Woillard
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
- Department of Pharmacology, Toxicology and Pharmacovigilance, CHU de Limoges, Limoges, France
| | - Caroline Monchaud
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
- Department of Pharmacology, Toxicology and Pharmacovigilance, CHU de Limoges, Limoges, France
| | - Franck Saint-Marcoux
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
- Department of Pharmacology, Toxicology and Pharmacovigilance, CHU de Limoges, Limoges, France
| | - Jean Debord
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
- Department of Pharmacology, Toxicology and Pharmacovigilance, CHU de Limoges, Limoges, France
| | - Pierre Marquet
- Pharmacology and Transplantation, INSERM U1248, Université de Limoges ; and
- Department of Pharmacology, Toxicology and Pharmacovigilance, CHU de Limoges, Limoges, France
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27
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Rong Y, Wichart J, Hamiwka L, Kiang TKL. Significant Effects of Renal Function on Mycophenolic Acid Total Clearance in Pediatric Kidney Transplant Recipients with Population Pharmacokinetic Modeling. Clin Pharmacokinet 2023; 62:1289-1303. [PMID: 37493886 DOI: 10.1007/s40262-023-01280-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2023] [Indexed: 07/27/2023]
Abstract
BACKGROUND AND OBJECTIVES Mycophenolic acid (MPA) is an immunosuppressant commonly prescribed in pediatric kidney transplantation to prevent graft rejection. Large variabilities in MPA plasma exposures have been observed in this population, which could result in severe adverse effects. The majority of the MPA pharmacokinetic data have been reported in adult populations, whereas information in pediatric patients is still very limited. The objective of this study was to establish a novel, nonlinear mixed-effects model for MPA and investigate the clinical variables affecting MPA population pharmacokinetics in pediatric kidney transplant recipients. METHODS Data were collected retrospectively from pediatric kidney transplant patients (≤ 18 years when MPA concentrations were initially collected; on oral administration of mycophenolate mofetil) in Calgary, Alberta, Canada. Nonlinear mixed-effect modeling was conducted using stochastic approximation expectation-maximization in Monolix 2021R2 (Lixoft SAS, France) to determine population pharmacokinetic estimates, interindividual variabilities, and interoccasional variabilities. Covariate models were constructed using the Model Proposal function in Monolix in conjunction with a systematic stepwise inclusion/elimination protocol. The best model was selected based on objective function values, relative standard errors, goodness-of-fit plots, prediction-corrected visual predictive checks, and numerical predictive checks. RESULTS A total of 50 pediatric kidney transplant patients (25 female) with 219 MPA plasma concentration-time profiles were included. The average age (± standard deviation) and posttransplant time for the sample population were 12.8 ± 4.8 years and 762 ± 1160 days, respectively. The majority of study subjects (i.e., > 85% based on all occasions) were co-administered tacrolimus. A two-compartment, first-order absorption with lag time and linear elimination structural model with lognormal distributed proportional residual errors best described the MPA concentration-time data. The absorption rate constant (2.52 h-1 or 0.042 min-1), lag time (0.166 h or 9.96 min), volumes of distributions of the central (22.8 L) and peripheral (216 L) compartments, and intercompartment clearance (17.6 L h-1 or 0.293 L min-1) were consistent with literature values; whereas total MPA clearance (0.72 L h-1 or 0.012 L min-1) was relatively reduced, likely due to the general lack of cyclosporine interactions and the stabilized graft functions from significantly longer posttransplant time in our sample population. Of the clinical variables tested, only estimated glomerular filtration rate (eGFR) was identified a significant covariate affecting total MPA clearance with a positive, exponential relationship. The final population pharmacokinetic model was successfully evaluated/validated using a variety of complementary methods. CONCLUSION We have successfully constructed and validated a novel population pharmacokinetic model of MPA in pediatric kidney transplant patients. A positive, nonlinear relationship between eGFR and total MPA clearance identified in our model is likely attributed to multiple concurrent mechanisms, which warrant further systematic investigations.
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Affiliation(s)
- Yan Rong
- Faculty of Pharmacy and Pharmaceutical Sciences, Katz Group Centre for Pharmacy and Health Research, University of Alberta, Room 3-142D, 11361-87 Avenue, Edmonton, AB, T6G 2E1, Canada
| | - Jenny Wichart
- Alberta Health Services, Pharmacy Services, Calgary, AB, Canada
| | - Lorraine Hamiwka
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Tony K L Kiang
- Faculty of Pharmacy and Pharmaceutical Sciences, Katz Group Centre for Pharmacy and Health Research, University of Alberta, Room 3-142D, 11361-87 Avenue, Edmonton, AB, T6G 2E1, Canada.
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28
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Peruzzi L, Deaglio S. Rejection markers in kidney transplantation: do new technologies help children? Pediatr Nephrol 2023; 38:2939-2955. [PMID: 36648536 PMCID: PMC10432336 DOI: 10.1007/s00467-022-05872-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 12/18/2022] [Accepted: 12/19/2022] [Indexed: 01/18/2023]
Abstract
Recent insights in allorecognition and graft rejection mechanisms revealed a more complex picture than originally considered, involving multiple pathways of both adaptive and innate immune response, supplied by efficient inflammatory synergies. Current pillars of transplant monitoring are serum creatinine, proteinuria, and drug blood levels, which are considered as traditional markers, due to consolidated experience, low cost, and widespread availability. The most diffuse immunological biomarkers are donor-specific antibodies, which are included in routine post-transplant monitoring in many centers, although with some reproducibility issues and interpretation difficulties. Confirmed abnormalities in these traditional biomarkers raise the suspicion for rejection and guide the indication for graft biopsy, which is still considered the gold standard for rejection monitoring. Rapidly evolving new "omic" technologies have led to the identification of several novel biomarkers, which may change the landscape of transplant monitoring should their potential be confirmed. Among them, urinary chemokines and measurement of cell-free DNA of donor origin are perhaps the most promising. However, at the moment, these approaches remain highly expensive and cost-prohibitive in most settings, with limited clinical applicability; approachable costs upon technology investments would speed their integration. In addition, transcriptomics, metabolomics, proteomics, and the study of blood and urinary extracellular vesicles have the potential for early identification of subclinical rejection with high sensitivity and specificity, good reproducibility, and for gaining predictive value in an affordable cost setting. In the near future, information derived from these new biomarkers is expected to integrate traditional tools in routine use, allowing identification of rejection prior to clinical manifestations and timely therapeutic intervention. This review will discuss traditional, novel, and invasive and non-invasive biomarkers, underlining their strengths, limitations, and present or future applications in children.
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Affiliation(s)
- Licia Peruzzi
- Pediatric Nephrology Unit, Regina Margherita Department, City of Health and Science University Hospital, Piazza Polonia 94, 10126, Turin, Italy.
| | - Silvia Deaglio
- Immunogenetics and Transplant Biology Service, City of Health and Science University Hospital, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
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Yi ZM, Li X, Wang Z, Qin J, Jiang D, Tian P, Yang P, Zhao R. Status and Quality of Guidelines for Therapeutic Drug Monitoring Based on AGREE II Instrument. Clin Pharmacokinet 2023; 62:1201-1217. [PMID: 37490190 DOI: 10.1007/s40262-023-01283-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND With the progress of therapeutic drug monitoring (TDM) technology and the development of evidence-based medicine, many guidelines were developed and implemented in recent decades. OBJECTIVE The aim was to evaluate the current status of TDM guidelines and provide suggestions for their development and updates based on Appraisal of Guidelines for Research and Evaluation (AGREE) II. METHODS The TDM guidelines were systematically searched for among databases including PubMed, Embase, China National Knowledge Infrastructure, Wanfang Data, and the Chinese biomedical literature service system and the official websites of TDM-related associations. The search period was from inception to 6 April 2023. Four researchers independently screened the literature and extracted data. Any disagreement was discussed and reconciled by another researcher. The quality of guidelines was assessed using the AGREE II instrument. RESULTS A total of 92 guidelines were included, including 57 technical guidelines, three management guidelines, and 32 comprehensive guidelines. The number of TDM guidelines has gradually increased since 1979. The United States published the most guidelines (20 guidelines), followed by China (15 guidelines) and the United Kingdom (ten guidelines), and 23 guidelines were developed by international organizations. Most guidelines are aimed at adult patients only, while 28 guidelines include special populations. With respect to formulation methods, there are 23 evidence-based guidelines. As for quality evaluation results based on AGREE II, comprehensive guidelines scored higher (58.16%) than technical guidelines (51.36%) and administrative guidelines (50.00%). CONCLUSION The number of TDM guidelines, especially technical and comprehensive ones, has significantly increased in recent years. Most guidelines are confronted with the problems of unclear methodology and low quality of evidence according to AGREE II. More evidence-based research on TDM and high-quality guideline development is recommended to promote individualized therapy.
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Affiliation(s)
- Zhan-Miao Yi
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Xinya Li
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Zhitong Wang
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Jiguang Qin
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Dan Jiang
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Panhui Tian
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Ping Yang
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Rongsheng Zhao
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China.
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China.
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China.
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Basuli D, Roy S. Beyond Human Limits: Harnessing Artificial Intelligence to Optimize Immunosuppression in Kidney Transplantation. J Clin Med Res 2023; 15:391-398. [PMID: 37822851 PMCID: PMC10563819 DOI: 10.14740/jocmr5012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 09/23/2023] [Indexed: 10/13/2023] Open
Abstract
The field of kidney transplantation is being revolutionized by the integration of artificial intelligence (AI) and machine learning (ML) techniques. AI equips machines with human-like cognitive abilities, while ML enables computers to learn from data. Challenges in transplantation, such as organ allocation and prediction of allograft function or rejection, can be addressed through AI-powered algorithms. These algorithms can optimize immunosuppression protocols and improve patient care. This comprehensive literature review provides an overview of all the recent studies on the utilization of AI and ML techniques in the optimization of immunosuppression in kidney transplantation. By developing personalized and data-driven immunosuppression protocols, clinicians can make informed decisions and enhance patient care. However, there are limitations, such as data quality, small sample sizes, validation, computational complexity, and interpretability of ML models. Future research should validate and refine AI models for different populations and treatment durations. AI and ML have the potential to revolutionize kidney transplantation by optimizing immunosuppression and improving outcomes. AI-powered algorithms enable personalized and data-driven immunosuppression protocols, enhancing patient care and decision-making. Limitations include data quality, small sample sizes, validation, computational complexity, and interpretability of ML models. Further research is needed to validate and enhance AI models for different populations and longer-term dosing decisions.
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Affiliation(s)
- Debargha Basuli
- Department of Nephrology and Hypertension, Brody School of Medicine/East Carolina University, Greenville, NC, USA
| | - Sasmit Roy
- Department of Internal Medicine, Centra Lynchburg General Hospital, Lynchburg, VA, USA
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Voulgaridou G, Paraskeva T, Ragia G, Atzemian N, Portokallidou K, Kolios G, Arvanitidis K, Manolopoulos VG. Therapeutic Drug Monitoring (TDM) Implementation in Public Hospitals in Greece in 2003 and 2021: A Comparative Analysis of TDM Evolution over the Years. Pharmaceutics 2023; 15:2181. [PMID: 37765152 PMCID: PMC10535589 DOI: 10.3390/pharmaceutics15092181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/09/2023] [Accepted: 08/19/2023] [Indexed: 09/29/2023] Open
Abstract
Therapeutic drug monitoring (TDM) is the clinical practice of measuring drug concentrations. TDM can be used to determine treatment efficacy and to prevent the occurrence or reduce the risk of drug-induced side effects, being, thus, a tool of personalized medicine. Drugs for which TDM is applied should have a narrow therapeutic range and exhibit both significant pharmacokinetic variability and a predefined target concentration range. The aim of our study was to assess the current status of TDM in Greek public hospitals and estimate its progress over the last 20 years. All Greek public hospitals were contacted to provide data and details on the clinical uptake of TDM in Greece for the years 2003 and 2021 through a structured questionnaire. Data from 113 out of 132 Greek hospitals were collected in 2003, whereas for 2021, we have collected data from 98 out of 122 hospitals. Among these, in 2003 and 2021, 64 and 51 hospitals, respectively, performed TDM. Antiepileptics and antibiotics were the most common drug categories monitored in both years. The total number of drug measurement assays decreased from 2003 to 2021 (153,313 ± 7794 vs. 90,065 ± 5698; p = 0.043). In direct comparisons between hospitals where TDM was performed both in 2003 and 2021 (n = 35), the mean number of measurements was found to decrease for most drugs, including carbamazepine (198.8 ± 46.6 vs. 46.6 ± 10.1, p < 0.001), phenytoin (253.6 ± 59 vs. 120 ± 34.3; p = 0.001), amikacin (147.3 ± 65.2 vs. 91.1 ± 71.4; p = 0.033), digoxin (783.2 ± 226.70 vs. 165.9 ± 28.9; p < 0.001), and theophylline (71.5 ± 28.7 vs. 11.9 ± 6.4; p = 0.004). Only for vancomycin, a significant increase in measurements was recorded (206.1 ± 96.1 vs. 789.1 ± 282.8; p = 0.012). In conclusion, our findings show that TDM clinical implementation is losing ground in Greek hospitals. Efforts and initiatives to reverse this trend are urgently needed.
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Affiliation(s)
- Gavriela Voulgaridou
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Theodora Paraskeva
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Georgia Ragia
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Natalia Atzemian
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Konstantina Portokallidou
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - George Kolios
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Konstantinos Arvanitidis
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
- Clinical Pharmacology and Pharmacogenetics Unit, Academic General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
| | - Vangelis G. Manolopoulos
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
- Clinical Pharmacology and Pharmacogenetics Unit, Academic General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
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Novacescu D, Latcu SC, Bardan R, Daminescu L, Cumpanas AA. Contemporary Biomarkers for Renal Transplantation: A Narrative Overview. J Pers Med 2023; 13:1216. [PMID: 37623466 PMCID: PMC10456039 DOI: 10.3390/jpm13081216] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/18/2023] [Accepted: 07/28/2023] [Indexed: 08/26/2023] Open
Abstract
Renal transplantation (RT) is the preferred treatment for end-stage renal disease. However, clinical challenges persist, i.e., early detection of graft dysfunction, timely identification of rejection episodes, personalization of immunosuppressive therapy, and prediction of long-term graft survival. Biomarkers have emerged as valuable tools to address these challenges and revolutionize RT patient care. Our review synthesizes the existing scientific literature to highlight promising biomarkers, their biological characteristics, and their potential roles in enhancing clinical decision-making and patient outcomes. Emerging non-invasive biomarkers seemingly provide valuable insights into the immunopathology of nephron injury and allograft rejection. Moreover, we analyzed biomarkers with intra-nephron specificities, i.e., glomerular vs. tubular (proximal vs. distal), which can localize an injury in different nephron areas. Additionally, this paper provides a comprehensive analysis of the potential clinical applications of biomarkers in the prediction, detection, differential diagnosis and assessment of post-RT non-surgical allograft complications. Lastly, we focus on the pursuit of immune tolerance biomarkers, which aims to reclassify transplant recipients based on immune risk thresholds, guide personalized immunosuppression strategies, and ultimately identify patients for whom immunosuppression may safely be reduced. Further research, validation, standardization, and prospective studies are necessary to fully harness the clinical utility of RT biomarkers and guide the development of targeted therapies.
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Affiliation(s)
- Dorin Novacescu
- Doctoral School, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania;
| | - Silviu Constantin Latcu
- Doctoral School, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania;
- Department of Urology, “Pius Brinzeu” Timisoara County Emergency Hospital, Liviu Rebreanu Boulevard, Nr. 156, 300723 Timisoara, Romania; (R.B.); (L.D.); (A.A.C.)
- Department XV, Discipline of Urology, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania
| | - Razvan Bardan
- Department of Urology, “Pius Brinzeu” Timisoara County Emergency Hospital, Liviu Rebreanu Boulevard, Nr. 156, 300723 Timisoara, Romania; (R.B.); (L.D.); (A.A.C.)
- Department XV, Discipline of Urology, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania
| | - Liviu Daminescu
- Department of Urology, “Pius Brinzeu” Timisoara County Emergency Hospital, Liviu Rebreanu Boulevard, Nr. 156, 300723 Timisoara, Romania; (R.B.); (L.D.); (A.A.C.)
| | - Alin Adrian Cumpanas
- Department of Urology, “Pius Brinzeu” Timisoara County Emergency Hospital, Liviu Rebreanu Boulevard, Nr. 156, 300723 Timisoara, Romania; (R.B.); (L.D.); (A.A.C.)
- Department XV, Discipline of Urology, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania
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Simeoli R. Editorial: Therapeutic drug monitoring (TDM): a useful tool for pediatric pharmacology applied to routine clinical practice, Volume II. Front Pharmacol 2023; 14:1250784. [PMID: 37560471 PMCID: PMC10408308 DOI: 10.3389/fphar.2023.1250784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 07/17/2023] [Indexed: 08/11/2023] Open
Affiliation(s)
- Raffaele Simeoli
- Division of Metabolic Diseases and Drug Biology, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
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Kocur A, Rubik J, Czarnowski P, Czajkowska A, Marszałek D, Sierakowski M, Górska M, Pawiński T. Therapeutic drug monitoring of mycophenolic acid (MPA) using volumetric absorptive microsampling (VAMS) in pediatric renal transplant recipients: ultra-high-performance liquid chromatography-tandem mass spectrometry analytical method development, cross-validation, and clinical application. Pharmacol Rep 2023:10.1007/s43440-023-00509-w. [PMID: 37452967 PMCID: PMC10374821 DOI: 10.1007/s43440-023-00509-w] [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: 06/19/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND Mycophenolic acid (MPA) is widely used in posttransplant pharmacotherapy for pediatric patients after renal transplantation. Volumetric absorptive microsampling (VAMS) is a recent approach for sample collection, particularly during therapeutic drug monitoring (TDM). The recommended matrix for MPA determination is plasma (PL), and conversion between capillary-blood VAMS samples and PL concentrations is required for the appropriate interpretation of the results. METHODS This study aimed to validate and develop a UHPLC-MS/MS method for MPA quantification in whole blood (WB), PL, and VAMS samples, with cross and clinical validation based on regression calculations. Methods were validated in the 0.10-15 µg/mL range for trough MPA concentration measurement according to the European Medicines Agency (EMA) guidelines. Fifty pediatric patients treated with MPA after renal transplantation were included in this study. PL and WB samples were obtained via venipuncture, whereas VAMS samples were collected after the fingerstick. The conversion from VAMSMPA to PLMPA concentration was performed using formulas based on hematocrit values and a regression model. RESULTS LC-MS/MS methods were successfully developed and validated according to EMA guidelines. The cross-correlation between the methods was evaluated using Passing-Bablok regression, Bland-Altman bias plots, and predictive performance calculations. Clinical validation of the developed method was successfully performed, and the formula based on regression was successfully validated for VAMSMPA to PLMPA concentration and confirmed on an independent group of samples. CONCLUSIONS This study is the first development of a triple matrix-based LC-MS/MS method for MPA determination in the pediatric population after renal transplantation. For the first time, the developed methods were cross-validated with routinely used HPLC-DAD protocol.
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Affiliation(s)
- Arkadiusz Kocur
- Department of Drug Chemistry, Medical University of Warsaw, 1 Banacha St, 02-091, Warsaw, Poland.
- Pharmacokinetics Laboratory, Department of Biochemistry, Radioimmunology, and Experimental Medicine, The Children's Memorial Health Institute, Dzieci Polskich 20, 04-730, Warsaw, Poland.
| | - Jacek Rubik
- Department of Nephrology, Kidney Transplantation, and Arterial Hypertension, The Children's Memorial Health Institute, Dzieci Polskich 20, 04-730, Warsaw, Poland
| | - Paweł Czarnowski
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781, Warsaw, Poland
| | - Agnieszka Czajkowska
- Pharmacokinetics Laboratory, Department of Biochemistry, Radioimmunology, and Experimental Medicine, The Children's Memorial Health Institute, Dzieci Polskich 20, 04-730, Warsaw, Poland
| | - Dorota Marszałek
- Department of Drug Chemistry, Medical University of Warsaw, 1 Banacha St, 02-091, Warsaw, Poland
| | - Maciej Sierakowski
- Institute of Biological Sciences, Cardinal Stefan Wyszynski University, 1/3 Kazimierza Wóycickiego St, 01-938, Warsaw, Poland
| | - Marta Górska
- Pharmacokinetics Laboratory, Department of Biochemistry, Radioimmunology, and Experimental Medicine, The Children's Memorial Health Institute, Dzieci Polskich 20, 04-730, Warsaw, Poland
| | - Tomasz Pawiński
- Department of Drug Chemistry, Medical University of Warsaw, 1 Banacha St, 02-091, Warsaw, Poland
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von Moos S, Rho E, Dammann M, Kokkonen SM, Mueller TF, Schachtner T. Therapeutic Drug Monitoring of Mycophenolic Acid Identifies Kidney Transplant Recipients Responsive to Two SARS-CoV-2 mRNA Vaccine Doses. Transpl Int 2023; 36:11286. [PMID: 37448450 PMCID: PMC10336200 DOI: 10.3389/ti.2023.11286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 06/14/2023] [Indexed: 07/15/2023]
Abstract
Immune-responsiveness to SARS-CoV-2 mRNA vaccination is reduced in kidney transplant recipients (KTRs). Previous reports point to a role of mycophenolic acid (MPA). Our observational cohort study included all KTRs at University Hospital Zurich receiving two SARS-CoV-2 mRNA vaccine doses more than 6 months post-transplantation, who were assessed by measuring anti-spike immunoglobulin G (IgG). We applied principles of therapeutic drug monitoring (TDM) to correlate MPA exposure and lymphocyte counts with SARS-CoV-2 IgG. MPA trough levels differ largely among KTRs with a median of 3.1 mg/L (range 0.7-9.5 mg/L). 34 of 84 KTRs (40%) developed positive SARS-CoV-2 IgG after two vaccine doses. KTRs who developed positive SARS-CoV-2 IgG showed significantly higher eGFR (p < 0.001), lower MPA trough levels (p < 0.001) and higher CD19+ lymphocytes (p < 0.001). MPA trough levels <2.5 mg/l and CD19+ lymphocytes >40/μl identify KTRs with seroconversion. Upon logistic regression, MPA trough levels <2.5 mg/L were associated with a 7-fold (CI 95%: 1.589-29.934) and ciclosporin use with a 6-fold (CI 95%: 1.148-30.853) increase in the odds of seroconversion. Our study indicates that immune-responsiveness to SARS-CoV-2 mRNA vaccines correlates with MPA exposure measured by MPA trough level but argues against a class effect of MPA. TDM-guided MPA dosing may be a strategy to increase seroconversion rate.
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Affiliation(s)
| | | | | | | | | | - Thomas Schachtner
- Division of Nephrology, University Hospital Zurich, Zurich, Switzerland
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In 't Veld AE, Jansen MAA, de Kam ML, Yavuz Y, Moes DJAR, Oudhoff KA, van Poelgeest MIE, Burggraaf J, Moerland M. Immune Monitoring of Mycophenolate Mofetil Activity in Healthy Volunteers Using Ex Vivo T Cell Function Assays. Pharmaceutics 2023; 15:1635. [PMID: 37376083 DOI: 10.3390/pharmaceutics15061635] [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: 05/08/2023] [Revised: 05/23/2023] [Accepted: 05/29/2023] [Indexed: 06/29/2023] Open
Abstract
Mycophenolate mofetil (MMF) is part of the standard immunosuppressive treatment after transplantation and usually given as "one-dose-fits-all" together with a calcineurin inhibitor (CNI). Although drug concentrations are frequently monitored, there is still a group of patients who experience side effects related to excessive or insufficient immune suppression. We therefore aimed to identify biomarkers that reflect the overall immune status of the patient and might support individualized dosing. We previously studied immune biomarkers for CNIs and aimed to investigate whether these are also suitable to monitor MMF activity. Healthy volunteers received a single dose of MMF or placebo, after which IMPDH enzymatic activity, T cell proliferation, and cytokine production were measured and compared to MPA (MMF's active metabolite) concentration in three different matrices (plasma, peripheral blood mononuclear cells, and T cells). MPA concentrations in T cells exceeded those in PBMCs, but all intracellular concentrations correlated strongly with plasma concentrations. At clinically relevant MPA concentrations, IL-2 and IFN-γ production was mildly suppressed, while MPA T cell proliferation was strongly inhibited. Based on these data, it is expected that monitoring of T cell proliferation in MMF-treated transplantation patients may be a valid strategy to avoid excessive immune suppression.
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Affiliation(s)
- Aliede E In 't Veld
- Centre for Human Drug Research, 2233 CL Leiden, The Netherlands
- Department of Surgery, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | | | | | - Yalҫin Yavuz
- Centre for Human Drug Research, 2233 CL Leiden, The Netherlands
| | - Dirk Jan A R Moes
- Department of Pharmacy and Clinical Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Kathalijne A Oudhoff
- Department of Pharmacy and Clinical Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Mariette I E van Poelgeest
- Centre for Human Drug Research, 2233 CL Leiden, The Netherlands
- Department of Gynecology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Jacobus Burggraaf
- Centre for Human Drug Research, 2233 CL Leiden, The Netherlands
- Department of Surgery, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Leiden Academic Centre of Drug Research, 2333 ZA Leiden, The Netherlands
| | - Matthijs Moerland
- Centre for Human Drug Research, 2233 CL Leiden, The Netherlands
- Department of Pharmacy and Clinical Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
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Kocur A, Kunicki PK, Pawiński T. Generic Medicinal Products in Immunosuppressive Therapy-Should It be a Challenge for Therapeutic Drug Monitoring? Ther Drug Monit 2023; 45:173-190. [PMID: 36920502 DOI: 10.1097/ftd.0000000000001041] [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: 04/28/2022] [Accepted: 07/29/2022] [Indexed: 03/16/2023]
Abstract
ABSTRACT Immunosuppressants have a narrow therapeutic index (NTIDs). Indisputably cyclosporine, tacrolimus, everolimus, and sirolimus have NTIDs, and only in the case of mycophenolic acid, a scientific discussion has not been yet concluded. Their specificities highlight the implications for generics introduced into the drug market, more precisely, with bioequivalence testing. In the European Union, the European Medicines Agency (EMA) released the "Guideline on the Investigation of Bioequivalence." The bioequivalence (BE) of the generic (tested, T) versus original (reference, R) product should be confirmed by obtaining a 90% confidence interval (CI) for the T:R ratio of each of the 2 decisive pharmacokinetic parameters, namely, the area under the curve (AUC) between 90.00% and 111.11%. A similar approach (90.00%-112.00%) for AUC was adopted by the Canadian Agency for Drugs and Technologies in Health (CADTH) for NTIDs; however, the US Food and Drug Administration is still based on classic acceptance criteria: 90% CI between 80.00% and 125.00% but with special requirements of BE testing. A discussion about long-expected global consensus was performed in this study based on the literature concerning BE testing in the case of NTIDs. The narrow acceptance criteria reduce the potential mean difference in bioavailability between generic and original products by a few percent. To identify this problem, special attention has been paid to switching drugs (generic-generic, original-generic) and therapeutic drug monitoring after conversion (TDM). There is no global consensus on the acceptance criteria for the BE of generic drugs; therefore, consensus and harmonization are strictly necessary. This study presents a review of the generic drug market and its classification by manufacturers, drug agencies, and dates of marketing authorization. Guidelines for TDM optimization (during switching/conversion) have been proposed. Physicians and clinical pharmacists should pay special attention to switching immunosuppressive drugs between original versus generic formulations, and generic versus generic formulations. Patients and their families should be educated on the risks associated with uncontrolled conversion.
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Affiliation(s)
- Arkadiusz Kocur
- Department of Drug Chemistry, Faculty of Pharmacy, Medical University of Warsaw, Warsaw, Poland
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Lemaitre F, Budde K, Van Gelder T, Bergan S, Lawson R, Noceti O, Venkataramanan R, Elens L, Moes DJAR, Hesselink DA, Pawinski T, Johnson-Davis KL, De Winter BCM, Pattanaik S, Brunet M, Masuda S, Langman LJ. Therapeutic Drug Monitoring and Dosage Adjustments of Immunosuppressive Drugs When Combined With Nirmatrelvir/Ritonavir in Patients With COVID-19. Ther Drug Monit 2023; 45:191-199. [PMID: 35944126 DOI: 10.1097/ftd.0000000000001014] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/20/2022] [Indexed: 11/25/2022]
Abstract
ABSTRACT Nirmatrelvir/ritonavir (Paxlovid) consists of a peptidomimetic inhibitor (nirmatrelvir) of the SARS-CoV-2 main protease and a pharmacokinetic enhancer (ritonavir). It is approved for the treatment of mild-to-moderate COVID-19. This combination of nirmatrelvir and ritonavir can mediate significant and complex drug-drug interactions (DDIs), primarily due to the ritonavir component. Indeed, ritonavir inhibits the metabolism of nirmatrelvir through cytochrome P450 3A (CYP3A) leading to higher plasma concentrations and a longer half-life of nirmatrelvir. Coadministration of nirmatrelvir/ritonavir with immunosuppressive drugs (ISDs) is particularly challenging given the major involvement of CYP3A in the metabolism of most of these drugs and their narrow therapeutic ranges. Exposure of ISDs will be drastically increased through the potent ritonavir-mediated inhibition of CYP3A, resulting in an increased risk of adverse drug reactions. Although a decrease in the dosage of ISDs can prevent toxicity, an inappropriate dosage regimen may also result in insufficient exposure and a risk of rejection. Here, we provide some general recommendations for therapeutic drug monitoring of ISDs and dosing recommendations when coadministered with nirmatrelvir/ritonavir. Particularly, tacrolimus should be discontinued, or patients should be given a microdose on day 1, whereas cyclosporine dosage should be reduced to 20% of the initial dosage during the antiviral treatment. Dosages of mammalian target of rapamycin inhibitors (m-TORis) should also be adjusted while dosages of mycophenolic acid and corticosteroids are expected to be less impacted.
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Affiliation(s)
- Florian Lemaitre
- Department of Pharmacology, Univ Rennes, CHU Rennes, Inserm, EHESP, IRSET-UMR S 1085, Rennes, France
- INSERM, Centre d'Investigation Clinique 1414, Rennes, France
| | - Klemens Budde
- Department of Nephrology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Teun Van Gelder
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, Leiden, the Netherlands
| | - Stein Bergan
- Department of Pharmacology, Oslo University Hospital and Department of Pharmacy, University of Oslo, Norway
| | - Roland Lawson
- University of Limoges, Inserm U1248, Pharmacology & Transplantation, Limoges, France
| | - Ofelia Noceti
- National Center for Liver Transplantation and Liver Diseases, Army Forces Hospital, Montevideo, Uruguay
| | - Raman Venkataramanan
- Department of Pharmaceutical Sciences, School of Pharmacy and Department of Pathology, Starzl Transplantation Institute, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Laure Elens
- Integrated Pharmacometrics, Pharmacogenetic and Pharmacokinetics Research Group (PMGK), Louvain Drug for Research Institute (LDRI), Catholic University of Louvain (UCLouvain), Brussels, Belgium
| | - Dirk Jan A R Moes
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, Leiden, the Netherlands
| | - Dennis A Hesselink
- Erasmus MC Transplant Institute, University Medical Center, Rotterdam, the Netherlands
| | - Tomasz Pawinski
- Department of Drug Chemistry, Faculty of Pharmacy, Medical University of Warsaw, Warsaw, Poland
| | | | - Brenda C M De Winter
- Department of Hospital Pharmacy, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Smita Pattanaik
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, INDIA
| | - Mercè Brunet
- Pharmacology and Toxicology Laboratory, Biochemistry and Molecular Genetics Department, Biomedical Diagnostic Center, Hospital Clinic of Barcelona, University of Barcelona, IDIBAPS, CIBERehd, Spain
| | - Satohiro Masuda
- Department of Clinical Pharmaceutics, Faculty of Pharmaceutical Sciences, Himeji Dokkyo University, Japan; and
| | - Loralie J Langman
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
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Sobiak J, Resztak M, Banasiak J, Zachwieja J, Ostalska-Nowicka D. High-performance liquid chromatography with fluorescence detection for mycophenolic acid determination in saliva samples. Pharmacol Rep 2023; 75:726-736. [PMID: 36905501 PMCID: PMC10007665 DOI: 10.1007/s43440-023-00474-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 03/12/2023]
Abstract
BACKGROUND For therapeutic drug monitoring (TDM) of mycophenolic acid (MPA), which is frequently proposed, saliva might be a suitable and easy-to-obtain biological matrix. The study aimed to validate an HPLC method with fluorescence detection for determining mycophenolic acid in saliva (sMPA) in children with nephrotic syndrome. METHODS The mobile phase was composed of methanol and tetrabutylammonium bromide with disodium hydrogen phosphate (pH 8.5) at a 48:52 ratio. To prepare the saliva samples, 100 µL of saliva, 50 µL of calibration standards, and 50 µL of levofloxacin (used as an internal standard) were mixed and evaporated to dryness at 45 °C for 2 h. The resulting dry extract was reconstituted in the mobile phase and injected into the HPLC system after centrifugation. Saliva samples from study participants were collected using Salivette® devices. RESULTS The method was linear within the range of 5-2000 ng/mL, was selective with no carry-over effect and met the acceptance criteria for within-run and between-run accuracy and precision. Saliva samples can be stored for up to 2 h at room temperature, for up to 4 h at 4 °C, and for up to 6 months at - 80 °C. MPA was stable in saliva after three freeze-thaw cycles, in dry extract for 20 h at 4 °C, and for 4 h in the autosampler at room temperature. MPA recovery from Salivette® cotton swabs was within the range of 94-105%. The sMPA concentrations in the two children with nephrotic syndrome who were treated with mycophenolate mofetil were within 5-112 ng/mL. CONCLUSIONS The sMPA determination method is specific, selective, and meets the validation requirements for analytic methods. It may be used in children with nephrotic syndrome; however further studies are required to investigate focusing on sMPA and the correlation between sMPA and total MPA and its possible contribution to MPA TDM is required.
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Affiliation(s)
- Joanna Sobiak
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, 3 Rokietnicka Street, 60-806, Poznan, Poland.
| | - Matylda Resztak
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, 3 Rokietnicka Street, 60-806, Poznan, Poland
| | - Joanna Banasiak
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, 3 Rokietnicka Street, 60-806, Poznan, Poland
| | - Jacek Zachwieja
- Department of Pediatric Nephrology and Hypertension, Poznan University of Medical Sciences, Poznan, Poland
| | - Danuta Ostalska-Nowicka
- Department of Pediatric Nephrology and Hypertension, Poznan University of Medical Sciences, Poznan, Poland
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Impact of Fasting Status and Circadian Variation on the Pharmacokinetics of Mycophenolate Mofetil and the Glucuronide Metabolite in Renal Transplant Recipients. Transplant Direct 2023; 9:e1448. [PMID: 36875939 PMCID: PMC9977486 DOI: 10.1097/txd.0000000000001448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 12/28/2022] [Indexed: 02/11/2023] Open
Abstract
Mycophenolate mofetil (MMF) is an immunosuppressive prodrug often used to prevent allograft rejection following solid organ transplantation. After oral administration, MMF is rapidly hydrolyzed to the active metabolite mycophenolate acid (MPA), which is inactivated by glucuronosyltransferase to the mycophenolic acid glucuronide metabolite (MPAG). The aim was 2-fold: to investigate the impact of circadian variation and fasting versus nonfasting status on MPA and MPAG pharmacokinetics in renal transplant recipients (RTRs). Methods RTRs with stable graft function treated with tacrolimus, prednisolone, and MMF (750 mg BID) were included in this open, nonrandomized study. Two 12-h pharmacokinetic investigations were conducted in succession following morning and evening doses, both in a fasting and in a real-life nonfasting condition. Results A total of 30 (22 men) RTRs performed one 24-h investigation, and 16 repeated the investigation within 1 mo. In a real-life nonfasting state, MPA area under the curve (AUC)0-12 and C 0 failed to meet the bioequivalence criteria. Following the evening dose, mean MPA AUC12-24 was 16% lower (P < 0.001) compared with AUC0-12, and a shorter T max was observed (P = 0.09). Under fasting conditions, MPA AUC12-24 was 13% lower than AUC0-12, and the absorption rate was slower after the evening dose (P < 0.05). MPAG displayed circadian variation only under real-life conditions with lower AUC0-12 following the evening dose (P < 0.001). Conclusions Both MPA and MPAG showed circadian variation with somewhat lower systemic exposures following the evening dose with limited clinical relevance in the dosing of MMF in RTRs. Fasting status affects MMF absorption rate differently, but with similar results in systemic exposure.
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Li Z, Wang J, Huang Y, Shen Q, Sun L, Xu H, Li Z. Identification of biomarkers that predict renal flare in childhood-onset lupus nephritis with mycophenolate acid. Int Immunopharmacol 2023; 117:109900. [PMID: 36863143 DOI: 10.1016/j.intimp.2023.109900] [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: 10/18/2022] [Revised: 02/12/2023] [Accepted: 02/13/2023] [Indexed: 03/04/2023]
Abstract
BACKGROUND Children-onset lupus nephritis (cLN) occurs > 50 % of patients with systemic lupus erythematosus. Mycophenolic acid (MPA) is the first-line agent for the induction and maintenance treatment of LN. This study was to explore the predictors of renal flare in cLN. METHODS Data from 90 patients were included in population pharmacokinetic (PK) models to predict MPA exposure. Cox regression models and restricted cubic spline were performed in 61 patients to identify the risk factors for renal flare, baseline clinical characteristics and MPA exposures as potential covariates. RESULTS PK best fitted a two-compartment model of first-order absorption and linear elimination, with delayed absorption. Clearance increased with weight and immunoglobulin G (IgG), but decreased with albumin and serum creatinine. During follow-up of 1040 (658-1359) days, 18 patients experienced a renal flare, after a median time of 932.5 (663.5-1316) days. Each 1-mg·h/L increase of MPA-AUC was associated with a 6 % decreased risk of an event (HR = 0.94; 95 % CI: 0.90-0.98), while IgG significantly increased this risk (HR = 1.17; 95 % CI: 1.08-1.26). ROC analysis showed that MPA-AUC0-12h < 35 mg·h/L and IgG > 17.6 g/L had a good prediction of renal flare. Of restricted cubic spline, the risk of renal flares decreased with higher MPA exposure but reached a plateau when AUC0-12h > 55 mg·h/L, while substantially increases when IgG is > 18.2 g/L. CONCLUSIONS Monitoring MPA exposure together with IgG could be very useful during clinical practice to identify patients with a potential high risk of renal flare. This early risk assessment would allow for the treat-to-target and tailored medicine.
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Affiliation(s)
- Ziwei Li
- Department of Pharmacy, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China
| | - Jinglin Wang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Yidie Huang
- Department of Pharmacy, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China
| | - Qian Shen
- Department of Nephrology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China
| | - Li Sun
- Department of Rheumatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China
| | - Hong Xu
- Department of Nephrology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China.
| | - Zhiping Li
- Department of Pharmacy, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China.
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Sobiak J, Żero P, Zachwieja J, Ostalska-Nowicka D, Pawiński T. Limited sampling strategy to predict free mycophenolic acid area under the concentration-time curve in paediatric patients with nephrotic syndrome. Clin Exp Pharmacol Physiol 2023; 50:486-496. [PMID: 36846865 DOI: 10.1111/1440-1681.13765] [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: 10/07/2022] [Revised: 02/17/2023] [Accepted: 02/22/2023] [Indexed: 03/01/2023]
Abstract
In paediatric patients, there is no data on the recommended area under the concentration-time curve from 0 to 12 h (AUC0-12 ) for free mycophenolic acid (fMPA), which is the active form of the drug, responsible for the pharmacological effect. We decided to establish the limited sampling strategy (LSS) for fMPA for its use in MPA therapeutic monitoring in children with nephrotic syndrome treated with mycophenolate mofetil (MMF). This study included 23 children (aged 11 ± 4 years) from whom eight blood samples were collected within 12 h after MMF administration. The fMPA was determined using the high-performance liquid chromatography with fluorescence detection method. LSSs were estimated with the use of R software and bootstrap procedure. The best model was chosen based on a number of profiles with AUC predicted within ± 20% of AUC0-12 (good guess), r2 , mean prediction error (%MPE) of ±10% and mean absolute error (%MAE) of less than 25%. The fMPA AUC0-12 was 0.1669 ± 0.0697 μg h/mL and the free fraction was within 0.16%-0.81%. In total, there were 92 equations developed of which five fulfilled the acceptance criteria for %MPE, %MAE, good guess >80% and r2 > 0.900. These equations consisted of three time points: model 1 (C1 , C2 , C6 ), model 2 (C1 , C3 , C6 ), model 3 (C1 , C4 , C6 ), model 5 (C0 , C1 , C2 ), and model 6 (C1 , C2 , C9 ). Although blood sampling up to 9 h after MMF dosing is impractical, it is crucial to include C6 or C9 in LSS to assess fMPA AUCpred correctly. The most practical fMPA LSS, which fulfilled the acceptance criteria in the estimation group, was fMPA AUCpred = 0.040 + 2.220 × C0 + 1.130 × C1 + 1.742 × C2 . Further studies should define the recommended fMPA AUC0-12 value in children with nephrotic syndrome.
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Affiliation(s)
- Joanna Sobiak
- Department of Physical Pharmacy and Pharmacokinetics, Poznan University of Medical Sciences, Poznań, Poland
| | - Paweł Żero
- Department of Drug Chemistry, Medical University of Warsaw, Warsaw, Poland
| | - Jacek Zachwieja
- Department of Pediatric Nephrology and Hypertension, Poznan University of Medical Sciences, Poznań, Poland
| | - Danuta Ostalska-Nowicka
- Department of Pediatric Nephrology and Hypertension, Poznan University of Medical Sciences, Poznań, Poland
| | - Tomasz Pawiński
- Department of Drug Chemistry, Medical University of Warsaw, Warsaw, Poland
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Meziyerh S, Bouwmans P, van Gelder T, van der Helm D, Messchendorp L, van der Boog PJM, de Fijter JW, Moes DJAR, de Vries APJ. Mycophenolic Acid Exposure Determines Antibody Formation Following SARS-CoV-2 Vaccination in Kidney Transplant Recipients: A Nested Cohort Study. Clin Pharmacol Ther 2023. [PMID: 36789469 DOI: 10.1002/cpt.2872] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 02/07/2023] [Indexed: 02/16/2023]
Abstract
Despite (repeated) boosting, kidney transplant recipients (KTRs) may remain at increased risk of severe COVID-19 since a substantial number of individuals remain seronegative or with low antibody titers. In particular, mycophenolic acid use has been shown to affect antibody formation negatively and may be an important modifiable risk factor. We investigated the exposure-response relationship between mycophenolic acid 12-hour area under the curve (AUC0-12h ) exposure and seroconversion including antibody titers after vaccination using mRNA-1273 SARS-CoV-2 vaccine (Moderna) in 316 KTRs from our center that participated in the national Dutch renal patients COVID-19 vaccination - long term efficacy and safety of SARS-CoV-2 vaccination in kidney disease patients vaccination study. After two vaccination doses, 162 (51%) KTRs seroconverted. KTRs treated with mycophenolic acid showed less seroconversion and lower antibody titers compared with KTRs without mycophenolic acid (44% vs. 77%, and 36 binding antibody units (BAU)/mL vs. 340 BAU/mL; P < 0.001). The mean mycophenolic acid AUC0-12h exposure was significantly lower in KTRs who seroconverted compared with KTRs who did not (39 vs. 29 mg⋅h/L; P < 0.001). High mycophenolic acid exposure (±90 mg⋅h/L) and no exposure to mycophenolic acid resulted in a seroconversion rate ranging from 10% to 80%. Every 10 mg⋅h/L increase in mycophenolic acid AUC0-12h gave an adjusted odds ratio for seroconversion of 0.87 (95% confidence interval (CI), 0.79-0.97; P = 0.010) and 0.89 (95% CI, 0.85-0.93; P < 0.001) for KTRs on dual and triple maintenance immunosuppressive therapy, respectively. Higher mycophenolic acid AUC0-12h correlated with lower antibody titers (R = 0.44, P < 0.001). This study demonstrates the exposure-response relationship between gold standard mycophenolic acid exposure and antibody formation to support interventional studies investigating mycophenolic acid adjustment to improve antibody formation after further boosting.
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Affiliation(s)
- Soufian Meziyerh
- Department of Medicine, Division of Nephrology, Leiden University Medical Center, Leiden, The Netherlands.,Leiden University Medical Center Transplant Center, Leiden University Medical Center, Leiden, The Netherlands
| | - Pim Bouwmans
- Department of Internal Medicine, Division of Nephrology, Maastricht University Medical Center, Maastricht, The Netherlands.,Cardiovascular Research Institute Maastricht School for Cardiovascular Disease, University of Maastricht, Maastricht, The Netherlands
| | - Teun van Gelder
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - Danny van der Helm
- Leiden University Medical Center Transplant Center, Leiden University Medical Center, Leiden, The Netherlands
| | - Lianne Messchendorp
- Department of Nephrology, University Medical Center Groningen, Groningen, The Netherlands
| | - Paul J M van der Boog
- Department of Medicine, Division of Nephrology, Leiden University Medical Center, Leiden, The Netherlands.,Leiden University Medical Center Transplant Center, Leiden University Medical Center, Leiden, The Netherlands
| | - Johan W de Fijter
- Department of Medicine, Division of Nephrology, Leiden University Medical Center, Leiden, The Netherlands.,Leiden University Medical Center Transplant Center, Leiden University Medical Center, Leiden, The Netherlands
| | - Dirk Jan A R Moes
- Cardiovascular Research Institute Maastricht School for Cardiovascular Disease, University of Maastricht, Maastricht, The Netherlands
| | - Aiko P J de Vries
- Department of Medicine, Division of Nephrology, Leiden University Medical Center, Leiden, The Netherlands.,Leiden University Medical Center Transplant Center, Leiden University Medical Center, Leiden, The Netherlands
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Rong Y, Kiang T. Clinical Evidence on the Purported Pharmacokinetic Interactions between Corticosteroids and Mycophenolic Acid. Clin Pharmacokinet 2023; 62:157-207. [PMID: 36848031 DOI: 10.1007/s40262-023-01212-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2023] [Indexed: 03/01/2023]
Abstract
Corticosteroids (steroids) are commonly used concurrently with mycophenolic acid (MPA) as the first-line immunosuppression therapy for the prevention of rejection in solid organ transplantations. Steroids are also commonly administered with MPA in various autoimmune disorders such as systemic lupus erythematosus and idiopathic nephrotic syndrome. Despite various review articles having suggested the presence of pharmacokinetic interactions between MPA and steroids, definitive data have not yet been demonstrated. The aim of this Current Opinion is to critically evaluate the available clinical data and propose the optimal study design for characterising the MPA-steroid pharmacokinetic interactions. The PubMed and Embase databases were searched for relevant clinical articles in English as of September 29, 2022, where a total of 8 papers have been identified as supporting and 22 as non-supporting the purported drug interaction. To objectively evaluate the data, novel assessment criteria to effectively diagnose the interaction based on known MPA pharmacology were formulated, including the availability of independent control groups, prednisolone concentrations, MPA metabolite data, unbound MPA concentrations, and the characterisations of entero-hepatic recirculation and MPA renal clearance. Overall, the majority of the identified corticosteroid data were pertaining to prednisone or prednisolone. Our assessment indicated that no conclusive mechanistic data supporting the interaction are available in the current clinical literature, and further studies are required to quantify the effects/mechanisms of steroid-tapering or withdrawal on MPA pharmacokinetics. This current opinion provides justification for further translational investigations, as this particular drug interaction has the potential to exert significant adverse outcomes in patients prescribed MPA.
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Affiliation(s)
- Yan Rong
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Katz Group Centre for Pharmacy and Health Research, Room 3-142D, 11361-87 Avenue, Edmonton, AB, T6G 2E1, Canada
| | - Tony Kiang
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Katz Group Centre for Pharmacy and Health Research, Room 3-142D, 11361-87 Avenue, Edmonton, AB, T6G 2E1, Canada.
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Donor-Derived Cell-free DNA for Personalized Immunosuppression in Renal Transplantation. Ther Drug Monit 2023; 45:20-25. [PMID: 36127770 DOI: 10.1097/ftd.0000000000001023] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/13/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND The long-term outcomes of solid organ transplantation remain suboptimal. Therefore, appropriate biomarkers are needed in addition to immunosuppressive drugs and other traditional approaches for graft monitoring to achieve personalized immunosuppression and reduce premature graft loss. METHODS Donor-derived cell-free DNA (dd-cfDNA) is a minimally invasive biomarker of cell death due to graft injury. It can be quantified using droplet digital polymerase chain reaction and next-generation sequencing. Fractional dd-cfDNA determination can be affected by changes in recipient cfDNA, such as those caused by leukopenia or infection, leading to false-positive or false-negative results, respectively. Absolute quantification of dd-cfDNA helps in overcoming this limitation. RESULTS Overall, there is sufficient evidence of the clinical validity of dd-cfDNA. It detects rejection episodes early at an actionable stage and reflects the severity of graft injury without being rejection-specific. Owing to its high negative predictive value, dd-cfDNA is very useful for ruling out graft injury. Dd-cfDNA complements histological findings and can help in avoiding unnecessary biopsies. It indicates a response to rejection treatment and detects underimmunosuppression. CONCLUSIONS Monitoring changes in dd-cfDNA over time may be helpful in adapting immunosuppression to prevent graft rejection. Moreover, serial dd-cfDNA determination may increase the effectiveness of transplant recipient surveillance and facilitate personalized immunosuppression when combined with other relevant clinical and diagnostic findings.
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Fingerprick Microsampling Methods Can Replace Venepuncture for Simultaneous Therapeutic Drug Monitoring of Tacrolimus, Mycophenolic Acid, and Prednisolone Concentrations in Adult Kidney Transplant Patients. Ther Drug Monit 2023; 45:69-78. [PMID: 36097333 DOI: 10.1097/ftd.0000000000001024] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 07/19/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Kidney transplant patients undergo repeated and frequent venepunctures during allograft management. Microsampling methods that use a fingerprick draw of capillary blood, such as dried blood spots (DBS) and volumetric absorptive microsamplers (VAMS), have the potential to reduce the burden and volume of blood loss with venepuncture. METHODS This study aimed to examine microsampling approaches for the simultaneous measurement of tacrolimus, mycophenolic acid, mycophenolic acid glucuronide (MPAG), and prednisolone drug concentrations compared with standard venepuncture in adult kidney transplant patients. DBS and VAMS were simultaneously collected with venepuncture samples from 40 adult kidney transplant patients immediately before and 2 hours after immunosuppressant dosing. Method comparison was performed using Passing-Bablok regression, and bias was assessed using Bland-Altman analysis. Drug concentrations measured through microsampling and venepuncture were also compared by estimating the median prediction error (MPE) and median absolute percentage prediction error (MAPE). RESULTS Passing-Bablok regression showed a systematic difference between tacrolimus DBS and venepuncture [slope of 1.06 (1.01-1.13)] and between tacrolimus VAMS and venepuncture [slope of 1.08 (1.03-1.13)]. Tacrolimus values were adjusted for this difference, and the corrected values showed no systematic differences. Moreover, no systematic differences were observed when comparing DBS or VAMS with venepuncture for mycophenolic acid and prednisolone. Tacrolimus (corrected), mycophenolic acid, and prednisolone microsampling values met the MPE and MAPE predefined acceptability limits of <15% when compared with the corresponding venepuncture values. DBS and VAMS, collected in a controlled environment, simultaneously measured multiple immunosuppressants. CONCLUSIONS This study demonstrates that accurate results of multiple immunosuppressant concentrations can be generated through the microsampling approach, with a preference for VAMS over DBS.
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Borić-Bilušić AA, Božina N, Lalić Z, Lovrić M, Nađ-Škegro S, Penezić L, Barišić K, Trkulja V. Loss of Function ABCG2 c.421C>A (rs2231142) Polymorphism Increases Steady-State Exposure to Mycophenolic Acid in Stable Renal Transplant Recipients: An Exploratory Matched Cohort Study. Adv Ther 2023; 40:601-618. [PMID: 36434147 DOI: 10.1007/s12325-022-02378-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/08/2022] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Polymorphism ABCG2 c.421C>A (rs2231142) results in reduced activity of the important drug efflux transporter breast cancer-resistance protein (BCRP/ABCG2). One study has suggested that it may affect enterohepatic recirculation of mycophenolic acid (MPA). We evaluated the effect of rs2231142 on steady-state exposure to MPA in renal transplant recipients. METHODS Consecutive, stable adult (age ≥ 16 years) renal transplant recipients on standard MPA-based immunosuppressant protocols (N = 68; 43 co-treated with cyclosporine, 25 with tacrolimus) underwent routine therapeutic drug monitoring after a week of initial treatment, and were genotyped for ABCG2 c.421C>A and 11 polymorphisms in genes encoding enzymes and transporters implicated in MPA pharmacokinetics. ABCG2 c.421C>A variant versus wild-type (wt) patients were matched with respect to demographic, biopharmaceutic, and genetic variables (full optimal combined with exact matching) and compared for dose-adjusted steady-state MPA pharmacokinetics [frequentist and Bayes (skeptical neutral prior) estimates of geometric means ratios, GMR]. RESULTS Raw data (12 variant versus 56 wt patients) indicated around 40% higher total exposure (frequentist GMR = 1.45, 95% CI 1.10-1.91; Bayes = 1.38, 95% CrI 1.07-1.81) and around 30% lower total body clearance (frequentist GMR = 0.66, 0.58-0.90; Bayes = 0.71, 0.53-0.95) in variant carriers than in wt controls. The estimates were similar in matched data (11 variant versus 43 wt patients): exposure GMR = 1.41 (1.11-1.79) frequentist, 1.39 (1.15-1.81) Bayes, with 90.7% and 85.5% probability of GMR > 1.20, respectively; clearance GMR = 0.73 (0.58-0.93) frequentist, 0.71 (0.54-0.95) Bayes. Sensitivity analysis indicated low susceptibility of the estimates to unmeasured confounding. CONCLUSIONS Loss-off-function polymorphism ABCG2 c.421C>A increases steady-state exposure to MPA in stable renal transplant patients.
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Affiliation(s)
- A Ana Borić-Bilušić
- Agency for Medicinal Products and Medical Devices of Croatia, Zagreb, Croatia
| | - Nada Božina
- Department of Pharmacology, Zagreb University School of Medicine, Šalata 11, 10000, Zagreb, Croatia
| | - Zdenka Lalić
- Department of Laboratory Diagnostics, Analytical Toxicology and Pharmacology Division, University Hospital Center Zagreb, Zagreb, Croatia
| | - Mila Lovrić
- Department of Laboratory Diagnostics, Analytical Toxicology and Pharmacology Division, University Hospital Center Zagreb, Zagreb, Croatia
| | - Sandra Nađ-Škegro
- Department of Urology, University Hospital Center Zagreb, Zagreb, Croatia
| | - Luka Penezić
- Department of Urology, University Hospital Center Zagreb, Zagreb, Croatia
| | - Karmela Barišić
- Department of Medical Biochemistry and Hematology, Faculty of Pharmacy and Biochemistry, Zagreb University, Zagreb, Croatia
| | - Vladimir Trkulja
- Department of Pharmacology, Zagreb University School of Medicine, Šalata 11, 10000, Zagreb, Croatia.
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Mizaki T, Nobata H, Banno S, Yamaguchi M, Kinashi H, Iwagaitsu S, Ishimoto T, Kuru Y, Ohnishi M, Sako KI, Ito Y. Population pharmacokinetics and limited sampling strategy for therapeutic drug monitoring of mycophenolate mofetil in Japanese patients with lupus nephritis. J Pharm Health Care Sci 2023; 9:1. [PMID: 36624529 PMCID: PMC9830922 DOI: 10.1186/s40780-022-00271-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/25/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Mycophenolate mofetil (MMF), a prodrug of the immunosuppressive agent mycophenolic acid (MPA), is difficult to administer because of the pharmacokinetic complexity of MPA. Although dosage adjustment according to the 12-h area under the concentration-time curve (AUC0-12) is thought to be desirable, multiple blood samplings for AUC calculation may pose a clinical challenge. A limited sampling strategy (LSS) would provide a solution; however, little is known about MPA pharmacokinetics in lupus nephritis patients, especially in those with Asian backgrounds, or few, if any, LSSs are reported for them. METHODS Thirty-four adult Japanese patients receiving MMF for lupus nephritis were examined retrospectively. MPA pharmacokinetics were investigated, and a PPK model was developed using Phoenix® NLME™ software. Single and double blood sampling strategies from Bayesian estimation using the PPK model and from multiple linear regression were compared. Tolerability was also evaluated. RESULTS In the pharmacokinetic analysis, renal function and serum albumin had significant effects on dose-normalized AUC0-12; and serum albumin, concomitant proton pump inhibitor (PPI) and iron/magnesium oxide did on dose-normalized maximum concentration. As a PPK model, a two-compartment model was developed with a transit absorption model and first-order elimination, in which creatinine clearance and serum albumin were covariates for MPA clearance. The double sampling strategy at 1 and 4 h by multiple linear regression showed the best agreement with the observed AUC0-12 (r2 = 0.885). Of the single sampling strategies, the one at 6 h by Bayesian estimation performed best (r2 = 0.769). The tolerability evaluation showed that correlations were suggested for gastrointestinal involvement. CONCLUSIONS The present study developed the first PPK model of MPA for Japanese lupus nephritis patients. As for LSSs, a double sampling strategy at 1 and 4 h by multiple linear regression would work best; when only a single blood sampling is allowed, a strategy at 6 h by Bayesian estimation using the PPK model developed in this study would be best. The LSSs good enough for clinical use may facilitate safer, more effective, and individualized therapy.
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Affiliation(s)
- Tomoko Mizaki
- grid.411234.10000 0001 0727 1557Department of Pharmacy, Aichi Medical University Medical Center, 17-33 Nikkicho, Okazaki, Aichi 444-2148 Japan ,grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Hironobu Nobata
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Shogo Banno
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Makoto Yamaguchi
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Hiroshi Kinashi
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Shiho Iwagaitsu
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Takuji Ishimoto
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Yukiko Kuru
- grid.411234.10000 0001 0727 1557Medical Education Center, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Masafumi Ohnishi
- grid.411234.10000 0001 0727 1557Department of Pharmacy, Aichi Medical University Medical Center, 17-33 Nikkicho, Okazaki, Aichi 444-2148 Japan ,grid.411234.10000 0001 0727 1557Department of Pharmacy, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
| | - Ken-ichi Sako
- grid.444657.00000 0004 0606 9754Department of Clinical Pharmacy, Nihon Pharmaceutical University, 10281 Komuro, Kitaadachigun Inamachi, Saitama, 362-0806 Japan
| | - Yasuhiko Ito
- grid.411234.10000 0001 0727 1557Department of Nephrology and Rheumatology, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi 480-1195 Japan
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Volumetric Absorptive Microsampling to Enhance the Therapeutic Drug Monitoring of Tacrolimus and Mycophenolic Acid: A Systematic Review and Critical Assessment. Ther Drug Monit 2023:00007691-990000000-00082. [PMID: 36728554 DOI: 10.1097/ftd.0000000000001066] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/23/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND Volumetric absorptive microsampling (VAMS) is an emerging technique that may support multisample collection to enhance therapeutic drug monitoring in solid organ transplantation. This review aimed to assess whether tacrolimus and mycophenolic acid can be reliably assayed using VAMS and to identify knowledge gaps by providing granularity to existing analytical methods and clinical applications. METHODS A systematic literature search was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The PubMed, Embase, and Scopus databases were accessed for records from January 2014 to April 2022 to identify scientific reports on the clinical validation of VAMS for monitoring tacrolimus and mycophenolic acid concentrations. Data on the study population, sample sources, analytical methods, and comparison results were compiled. RESULTS Data from 12 studies were collected, including 9 studies pertaining to tacrolimus and 3 studies on the concurrent analysis of tacrolimus and mycophenolic acid. An additional 14 studies that provided information relevant to the secondary objectives (analytical validation and clinical application) were also included. The results of the clinical validation studies generally met the method agreement requirements described by regulatory agencies, but in many cases, it was essential to apply correction factors. CONCLUSIONSS Current evidence suggests that the existing analytical methods that use VAMS require additional optimization steps for the analysis of tacrolimus and mycophenolic acid. The recommendations put forth in this review can help guide future studies in achieving the goal of improving the care of transplant recipients by simplifying multisample collection for the dose optimization of these drugs.
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50
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Kocur A, Pawiński T. Volumetric Absorptive Microsampling in Therapeutic Drug Monitoring of Immunosuppressive Drugs-From Sampling and Analytical Issues to Clinical Application. Int J Mol Sci 2022; 24:ijms24010681. [PMID: 36614123 PMCID: PMC9821248 DOI: 10.3390/ijms24010681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/14/2022] [Accepted: 12/28/2022] [Indexed: 01/04/2023] Open
Abstract
Miniaturisation and simplification are novel approaches in clinical bioanalysis, especially in therapeutic drug monitoring (TDM). These contemporary trends are related to the sampling, pre-treatment, and analysis of biological fluids. Currently, dried blood spot (DBS), one of the most popular microsampling techniques, is feasible and inexpensive. However, obtaining reliable results with sample homogeneity and volume variability is difficult. Volumetric Absorptive Microsampling (VAMS) has recently enabled the accurate and precise collection of a fixed blood volume. It reduced the hematocrit effect, improved volumetric accuracy, and generated results correlating with the dose and drug exposure from wet blood. This review focuses on VAMS-Mitra™ devices, which have become increasingly important since 2014, mainly for TDM and toxicology studies. First, the current literature has been reviewed based on immunosuppressants and their determination in samples obtained using Mitra™. Second, the critical points, weaknesses, and strengths have been characterized in contrast to classic venipuncture and other microsampling methods. Finally, we indicate the points of attention according to the perspective of Mitra™ as well as its usefulness in clinical practice. VAMS is currently state-of-the-art in microsampling and seems to be a good instrument for improving adherence to immunosuppressive therapy, especially in the pediatric population.
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