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Obayemi JE, Callans L, Nair N, Gao H, Gandla D, Loza BL, Gao S, Mohebnasab M, Trofe-Clark J, Jacobson P, Keating B. Assessing the Utility of a Genotype-Guided Tacrolimus Equation in African American Kidney Transplant Recipients: A Single Institution Retrospective Study. J Clin Pharmacol 2024; 64:944-952. [PMID: 38766706 DOI: 10.1002/jcph.2461] [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: 11/21/2023] [Accepted: 02/26/2024] [Indexed: 05/22/2024]
Abstract
Tacrolimus metabolism is heavily influenced by the CYP3A5 genotype, which varies widely among African Americans (AA). We aimed to assess the performance of a published genotype-informed tacrolimus dosing model in an independent set of adult AA kidney transplant (KTx) recipients. CYP3A5 genotypes were obtained for all AA KTx recipients (n = 232) from 2010 to 2019 who met inclusion criteria at a single transplant center in Philadelphia, Pennsylvania, USA. Medical record data were used to calculate predicted tacrolimus clearance using the published AA KTx dosing equation and two modified iterations. Observed and model-predicted trough levels were compared at 3 days, 3 months, and 6 months post-transplant. The mean prediction error at day 3 post-transplant was 3.05 ng/mL, indicating that the model tended to overpredict the tacrolimus trough. This bias improved over time to 1.36 and 0.78 ng/mL at 3 and 6 months post-transplant, respectively. Mean absolute prediction error-a marker of model precision-improved with time to 2.33 ng/mL at 6 months. Limiting genotype data in the model decreased bias and improved precision. The bias and precision of the published model improved over time and were comparable to studies in previous cohorts. The overprediction observed by the published model may represent overfitting to the initial cohort, possibly limiting generalizability.
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Affiliation(s)
- Joy E Obayemi
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Lauren Callans
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Nikhil Nair
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Hui Gao
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Divya Gandla
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Bao-Li Loza
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Sarah Gao
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Maedeh Mohebnasab
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer Trofe-Clark
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Renal Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Pamala Jacobson
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
| | - Brendan Keating
- Penn Transplant Institute, University of Pennsylvania, Philadelphia, PA, USA
- Department of Surgery, New York University, New York, NY, USA
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Reininger KA, Onyeaghala G, Anderson-Haag T, Schladt DS, Wu B, Guan W, Dorr CR, Remmel RP, Mannon R, Matas AJ, Oetting WS, Stahler P, Israni AK, Jacobson PA. Higher number of tacrolimus dose adjustments in kidney transplant recipients who are extensive and intermediate CYP3A5 metabolizers. Clin Transplant 2023; 37:e14893. [PMID: 36571802 PMCID: PMC10089949 DOI: 10.1111/ctr.14893] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/20/2022] [Indexed: 12/27/2022]
Abstract
Kidney transplant recipients carrying the CYP3A5*1 allele have lower tacrolimus troughs, and higher dose requirements compared to those with the CYP3A5*3/*3 genotype. However, data on the effect of CYP3A5 alleles on post-transplant tacrolimus management are lacking. The effect of CYP3A5 metabolism phenotypes on the number of tacrolimus dose adjustments and troughs in the first 6 months post-transplant was evaluated in 78 recipients (64% Caucasians). Time to first therapeutic concentration, percentage of time in therapeutic range (TTR), and estimated glomerular filtration rate (eGFR) were also evaluated. Fifty-five kidney transplant recipients were CYP3A5 poor metabolizers (PM), 17 were intermediate metabolizers (IM), and 6 were extensive metabolizers (EM). Compared to PMs, EMs/IMs had significantly more dose adjustments (6.1 vs. 8.1, p = .015). Overall, 33.82% of trough measurements resulted in a dose change. There was no difference in the number of tacrolimus trough measurements between PMs and EM/IMs. The total daily tacrolimus dose requirements were higher in EMs and IMs compared to PMs (<.001). TTR was ∼50% in the PMs and EMs/IMs groups. CYP3A5 EM/IM metabolizers have more tacrolimus dose changes and higher dose requirements which increases clinical management complexity. Larger studies are needed to assess the cost and benefits of including genotyping data to improve clinical management.
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Affiliation(s)
- Kevin A Reininger
- Department of Pharmacy, Hennepin County Medical Center, Minneapolis, Minnesota, USA
| | - Guillaume Onyeaghala
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
- Division of Nephrology, Hennepin Healthcare, University of Minnesota, Minneapolis, Minnesota, USA
| | - Teresa Anderson-Haag
- Department of Pharmacy, Hennepin County Medical Center, Minneapolis, Minnesota, USA
| | - David S Schladt
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
| | - Baolin Wu
- Department of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Weihua Guan
- Department of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Casey R Dorr
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
- Division of Nephrology, Hennepin Healthcare, University of Minnesota, Minneapolis, Minnesota, USA
| | - Rory P Remmel
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota, USA
| | - Roslyn Mannon
- Division of Nephrology, University of Nebraska, Omaha, Nebraska, USA
| | - Arthur J Matas
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - William S Oetting
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Paul Stahler
- Division of Surgery, Hennepin Healthcare, Minneapolis, Minnesota, USA
| | - Ajay K Israni
- Division of Nephrology, Hennepin Healthcare, University of Minnesota, Minneapolis, Minnesota, USA
- Department of Epidemiology and Community Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Pamala A Jacobson
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, Minnesota, USA
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Updated management for antibody-mediated rejection: opportunity to prolong kidney allograft survival. Curr Opin Nephrol Hypertens 2023; 32:13-19. [PMID: 36250450 DOI: 10.1097/mnh.0000000000000843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Antibody-mediated rejection (ABMR) is an important barrier to achieve long-term kidney allograft survival. Human leukocyte antibody (HLA)-incompatibility and ABO-incompatibility are the two main mechanisms of ABMR. Nevertheless, the advances in managing ABMR have changed the paradigm for kidney transplantation. This review aimed to emphasize the HLA-incompatibility and ABO-incompatibility kidney transplant and update the management of ABMR. RECENT FINDINGS HLA-incompatibility kidney transplantation is a strong risk factor for ABMR. Donor-specific antibody (DSA) is a surrogate biomarker that prevents long-term allograft survival. The standard treatment for ABMR has unfavorable results. New drugs that target the B cell are a promising approach to treat ABMR. In the past, ABO-incompatibility kidney donor was an absolute contraindication but now, it is widely accepted as an alternative organ resource. The advancement of ABO antibody removal and B-cell depletion therapy has been successfully developed. ABO isoagglutination remains the main biomarker for monitoring ABMR during the transplantation process. C4d staining without inflammation of the kidney allograft is the marker for the accommodation process. SUMMARY With the shortage of organ donors, transplant experts have expanded the organ resources and learned how to overcome the immunological barriers by using novel biomarkers and developing new treatments that support long-term graft survival.
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Cheung CY, Tang SCW. Personalized immunosuppression after kidney transplantation. Nephrology (Carlton) 2022; 27:475-483. [PMID: 35238110 DOI: 10.1111/nep.14035] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 02/15/2022] [Accepted: 02/27/2022] [Indexed: 11/29/2022]
Abstract
With advances in immunosuppressive therapy, there have been significant improvements in acute rejection rates and short-term allograft survival in kidney transplant recipients. However, this success has not been translated into long-term benefits by the same magnitude. Optimization of immunosuppression is important to improve the clinical outcome of transplant recipients. It is important to note that each patient has unique attributes and immunosuppression management should not be a one-size-fits-all approach. Elderly transplant patients are less likely to develop acute rejection but more likely to die from infectious and cardiovascular causes than younger patients. For those with post-transplant cancers and BK polyomavirus-associated nephropathy, reduction of immunosuppression can increase the risk of rejection. Therapeutic drug monitoring (TDM) is routinely used for dosage adjustment of several immunosuppressive drugs. It has been hoped that pharmacogenetics can be used to complement TDM in optimizing drug exposure. Among the various drug-genotype pairs being investigated, tacrolimus and CYP3A5 gives the most promising results. Different studies have consistently shown that CYP3A5 expressers require a higher tacrolimus dose and take longer time to achieve target blood tacrolimus levels than nonexpressers. However, for pharmacogenetics to be widely used clinically, further trials are necessary to demonstrate the clinical benefits of genotype-guided dosing such as reduction of rejection and drug-related toxicities. The development of different biomarkers in recent years may help to achieve true personalized therapy in transplant patients.
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Affiliation(s)
- Chi Yuen Cheung
- Renal Unit, Department of Medicine, Queen Elizabeth Hospital, Hong Kong SAR
| | - Sydney Chi Wai Tang
- Division of Nephrology, Department of Medicine, The University of Hong Kong, Queen Mary Hospital, Hong Kong SAR
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