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Boada-Pérez M, Ruiz de Miguel V, Erro M, Ussetti P, Aguilar M, Castejón R, Rosado S, Escobar-Fornieles R, Revilla-López E, Bravo C, Sáez-Giménez B, Zapata-Ortega M, Villena-Ortiz Y, Vima-Bofarull J, Monforte V, Gómez-Ollés S. Pharmacodynamic monitoring by residual gene expression of the nuclear factor of activated T cell-regulated genes in lung transplant recipients and its correlation with tacrolimus blood levels. Front Immunol 2024; 15:1382459. [PMID: 38799459 PMCID: PMC11116644 DOI: 10.3389/fimmu.2024.1382459] [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: 02/05/2024] [Accepted: 04/22/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction Trough blood levels (C0) of tacrolimus are used to adjust drug dosage, but they do not consistently correlate with clinical outcomes. Measurement of residual gene expression of nuclear factor of activated T cell (NFAT)-regulated genes (NFAT-RGE) has been proposed as a pharmacodynamic biomarker to assess the degree of immunosuppression in certain solid organ transplantations, but little is known regarding lung transplant recipients (LTR). Our primary objective is to correlate tacrolimus blood levels with NFAT-RGE. Methods NFAT-RGE and tacrolimus C0 and peak (C1.5) levels were determined in 42 patients at three, six and 12 months post-transplantation. Results Tacrolimus C0 did not exhibit a correlation with NFAT-RGE, whereas C1.5 did. Besides, over 20% of measurements indicated high levels of immunosuppression based on the below 30% NFAT-RGE threshold observed in many studies. Among those measurements within the therapeutic range, 19% had an NFAT-RGE<30%. Conclusion Consequently, a subset of patients within the tacrolimus therapeutic range may be more susceptible to infection or cancer, potentially benefiting from NFAT-RGE and tacrolimus peak level monitoring to tailor their dosage. Further quantitative risk assessment studies are needed to elucidate the relationship between NFAT-RGE and the risk of infection, cancer, or rejection.
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Affiliation(s)
- Meritxell Boada-Pérez
- Department of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Pulmonology, Vall d’Hebron Institut de Recerca, Barcelona, Spain
| | | | - Marta Erro
- Department of Pulmonary Medicine, University Hospital Puerta de Hierro, Madrid, Spain
| | - Piedad Ussetti
- Department of Pulmonary Medicine, University Hospital Puerta de Hierro, Madrid, Spain
| | - Myriam Aguilar
- Department of Pulmonary Medicine, University Hospital Puerta de Hierro, Madrid, Spain
| | - Raquel Castejón
- Internal Medicine Laboratory, Instituto de Investigación Puerta de Hierro Segovia de Arana, Madrid, Spain
| | - Silvia Rosado
- Internal Medicine Laboratory, Instituto de Investigación Puerta de Hierro Segovia de Arana, Madrid, Spain
| | - Roser Escobar-Fornieles
- Department of Pulmonology, Lung Transplant Program, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Eva Revilla-López
- Department of Pulmonology, Lung Transplant Program, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Carlos Bravo
- Department of Pulmonology, Lung Transplant Program, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Berta Sáez-Giménez
- Department of Pulmonology, Lung Transplant Program, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Department of Cellular Biology, Physiology and Immunology, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Marta Zapata-Ortega
- Department of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
- Department of Pulmonology, Lung Transplant Program, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Yolanda Villena-Ortiz
- Central Laboratory Services, Pharmacology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Jaume Vima-Bofarull
- Central Laboratory Services, Pharmacology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Víctor Monforte
- Department of Pulmonology, Lung Transplant Program, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Susana Gómez-Ollés
- Department of Pulmonology, Vall d’Hebron Institut de Recerca, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
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Pharmacodynamic Monitoring of Ciclosporin and Tacrolimus: Insights From Nuclear Factor of Activated T-Cell-Regulated Gene Expression in Healthy Volunteers. Ther Drug Monit 2023; 45:87-94. [PMID: 36191295 DOI: 10.1097/ftd.0000000000001046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 07/26/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Although therapeutic drug monitoring of calcineurin inhibitor (CNI) concentrations is performed routinely in clinical practice, an identical concentration may lead to different effects in different patients. Although the quantification of nuclear factor of activated T-cell-regulated gene expression (NFAT-RGE) is a promising method for measuring individual CNI effects, CNI pharmacodynamics are as of yet incompletely understood. METHODS CNI concentrations and NFAT-RGEs were quantified in 24 healthy volunteers receiving either ciclosporin or tacrolimus in 2 clinical trials. NFAT-RGE was measured using quantitative reverse transcription polymerase chain reaction tests of whole-blood samples. Pharmacokinetics and pharmacodynamics were analyzed using compartmental modeling and simulation. In addition, NFAT-RGE data from renal transplant patients were analyzed. RESULTS The average NFAT-RGE during a dose interval was reduced to approximately 50% with ciclosporin, considering circadian changes. The different effect-time course with ciclosporin and tacrolimus could be explained by differences in potency (IC 50 204 ± 41 versus 15.1 ± 3.2 mcg/L, P < 0.001) and pharmacokinetics. Residual NFAT-RGE at the time of maximum concentration (RGE tmax ) of 15% when using ciclosporin and of 30% when using tacrolimus was associated with similar average NFAT-RGEs during a dose interval. Renal transplant patients had similar but slightly stronger effects compared with healthy volunteers. CONCLUSIONS Ciclosporin and tacrolimus led to similar average suppression of NFAT-RGE in a dose interval, despite considerably different RGE tmax . Pharmacodynamic monitoring of average NFAT-RGE should be considered. When using NFAT-RGE at specific time points, the different effect-time courses and circadian changes of NFAT-RGEs should be considered.
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Sommerer C, Brunet M, Budde K, Millán O, Guirado Perich L, Glander P, Meuer S, Zeier M, Giese T. Monitoring of gene expression in tacrolimus-treated de novo renal allograft recipients facilitates individualized immunosuppression: Results of the IMAGEN study. Br J Clin Pharmacol 2021; 87:3851-3862. [PMID: 33620734 DOI: 10.1111/bcp.14794] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 02/06/2021] [Accepted: 02/13/2021] [Indexed: 12/25/2022] Open
Abstract
AIMS Calcineurin inhibitors (CNI) have a small therapeutic window, and drug monitoring is required. Pharmacokinetic monitoring does not correlate sufficiently with clinical outcome. Therefore, the expression of nuclear factor of activated T cells (NFAT)-regulated genes in the peripheral blood has been suggested as a potentially useful immune monitoring tool to optimize CNI therapy. NFAT-regulated gene expression (RGE) was evaluated in renal allograft recipients as predictive biomarker to detect patients at risk of acute rejection or infections. METHODS NFAT-RGE (interleukin-2, interferon-γ, granular-macrophage colony-stimulating factor) was evaluated by quantitative real-time polymerase chain reaction in whole blood samples at day 7, day 14, month 1, 3, and 6 after transplantation in 64 de novo renal allograft recipients from 3 European centres. Immunosuppression consisted of tacrolimus (Tac), mycophenolic acid, and corticosteroids. RESULTS Tac concentrations (C0 and C1.5) correlated inversely with NFAT-RGE (P < .01). NFAT-RGE showed a high interindividual variability (1-61%). Patients with high residual gene expression (NFAT-RGE ≥30%) were at the increased risk of acute rejection in the following months (35 vs. 5%, P = .02), whereas patients with low residual gene expression (NFAT-RGE <30%) showed a higher incidence of viral complications, especially cytomegalovirus and BK virus replication (52.5 vs. 10%, P = .01). CONCLUSIONS NFAT-RGE was confirmed as a potential noninvasive early predictive biomarker in the immediate post-transplant period to detect patients at risk of acute rejection and infectious complications in Tac-treated renal allograft recipients. Monitoring of NFAT-RGE may provide additional useful information for physicians to achieve individualized Tac treatment.
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Affiliation(s)
- Claudia Sommerer
- Department of Nephrology, University of Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Mercè Brunet
- Pharmacology and Toxicology Laboratory, CDB, CIBERehd, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Spain
| | - Klemens Budde
- Department of Nephrology, Charité University Hospital Berlin, Berlin, Germany
| | - Olga Millán
- Pharmacology and Toxicology Laboratory, CDB, CIBERehd, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Spain
| | - Lluis Guirado Perich
- Renal Transplant Unit, Nephrology Department, Fundació Puigvert, Barcelona, Spain
| | - Petra Glander
- Department of Nephrology, Charité University Hospital Berlin, Berlin, Germany
| | - Stefan Meuer
- Institute of Immunology, University Hospital Heidelberg, Heidelberg, Germany
| | - Martin Zeier
- Department of Nephrology, University of Heidelberg, University Hospital Heidelberg, Heidelberg, Germany
| | - Thomas Giese
- Institute of Immunology, University Hospital Heidelberg, Heidelberg, Germany
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Leino AD, Pai MP. Maintenance Immunosuppression in Solid Organ Transplantation: Integrating Novel Pharmacodynamic Biomarkers to Inform Calcineurin Inhibitor Dose Selection. Clin Pharmacokinet 2020; 59:1317-1334. [PMID: 32720300 DOI: 10.1007/s40262-020-00923-w] [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: 11/26/2022]
Abstract
Calcineurin inhibitors, the primary immunosuppressive therapy used to prevent alloreactivity of transplanted organs, have a narrow therapeutic index. Currently, treatment is individualized based on clinical assessment of the risk of rejection or toxicity guided by trough concentration monitoring. Advances in immune monitoring have identified potential markers that may have value in understanding calcineurin inhibitor pharmacodynamics. Integration of these markers has the potential to complement therapeutic drug monitoring. Existing pharmacokinetic-pharmacodynamic (PK-PD) data is largely limited to correlation between the biomarker and trough concentrations at single time points. Immune related gene expression currently has the most evidence supporting PK-PD integration. Novel biomarker-based approaches to pharmacodynamic monitoring including development of enhanced PK-PD models are proposed to realize the full clinical benefit.
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Affiliation(s)
- Abbie D Leino
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Rm 3569, Ann Arbor, MI, 48109, USA
| | - Manjunath P Pai
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church Street, Rm 3569, Ann Arbor, MI, 48109, USA.
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