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Mysona D, Dorr K, Ward A, Shaver E, Rungruang B, Ghamande S. Pharmacogenetics as a predictor chemotherapy induced peripheral neuropathy in gynecologic cancer patients treated with Taxane-based chemotherapy. Gynecol Oncol 2023; 168:114-118. [PMID: 36434945 DOI: 10.1016/j.ygyno.2022.10.021] [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: 08/22/2022] [Revised: 10/20/2022] [Accepted: 10/25/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND This study investigated whether there are pharmacogenomic markers predictive of chemotherapy induced peripheral neuropathy (CIPN) as a result of taxane-based chemotherapy. METHODS Patients were enrolled from August 2020 to November 2020 in a prospective, case-control trial evaluating pharmacogenetic predictors of CIPN. All women were treated with at least 3 cycles of taxane-based chemotherapy for histologically confirmed gynecologic malignancies. Buccal saliva samples were used to test for 32 drug metabolism variations. All testing was performed by ⍺LPHA-GENOMIX laboratories. Fisher's Exact test was used to assess for event differences of categorical variables. RESULTS Of 102 enrolled patients, 58%, 28%, and 14% had ovarian, endometrial, or cervical cancers, respectively. The median age was 67, 72% were Caucasian and 25% were African American. 16% of patients were treated with 3-4 cycles, 57% received 5-7 cycles, and 27% received 8 or more cycles of chemotherapy that included paclitaxel. Grade 2 CIPN was experienced by 51 patients. There was no difference in age, race, disease site, or number of chemotherapy cycles (p > 0.05) between those who did or did not develop CIPN. CYP2D6 genotype (p = 0.009) and CYP3A5 genotype (p = 0.023) had different frequencies among those with and without CIPN. Patients classified as having poor or intermediate function of CYP2D6 had increased risk of CIPN (OR 1.63, 95% CI 1.04-2.57, p = 0.026). There was no difference in CYP2D6 phenotype by race (p = 0.29). No patients with normal function of CYP3A5 developed CIPN. There were no Caucasians with normal function of CYP3A5, but 28% of African Americans had normal CYP3A5 function (p < 0.001). CONCLUSIONS Pharmacogenomics appear associated with the development of CIPN and may be able to help personalize treatment decision making.
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Affiliation(s)
- David Mysona
- The Georgia Cancer Center at Augusta University, Augusta, GA 30912, USA; Center for Biotechnology and Genomic Medicine at Augusta University, Augusta, GA 30912, USA
| | - Katherine Dorr
- The Georgia Cancer Center at Augusta University, Augusta, GA 30912, USA
| | - Alex Ward
- The Georgia Cancer Center at Augusta University, Augusta, GA 30912, USA
| | - Ellen Shaver
- Consultative Genomix, Peachtree Corners, GA 30092, USA
| | - Bunja Rungruang
- The Georgia Cancer Center at Augusta University, Augusta, GA 30912, USA; Augusta University Medical Center, Department of Obstetrics & Gynecology, Augusta, GA 30912, USA
| | - Sharad Ghamande
- The Georgia Cancer Center at Augusta University, Augusta, GA 30912, USA; Augusta University Medical Center, Department of Obstetrics & Gynecology, Augusta, GA 30912, USA.
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Ebid AHIM, Ismail DA, Lotfy NM, Mahmoud MA, ELSharkawy M. Influence of CYP3A4*22 and CYP3A5*3 combined genotypes on tacrolimus dose requirements in Egyptian renal transplant patients. J Clin Pharm Ther 2022; 47:2255-2263. [PMID: 36379901 DOI: 10.1111/jcpt.13804] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/24/2022] [Accepted: 10/29/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Tacrolimus is a widely prescribed immunosuppressant agent for kidney transplantation. However, optimal dosing is challenging due to its narrow therapeutic index, potentially serious adverse effects, and wide inter-individual variability in pharmacokinetics. Cytochrome P450 3A (CPY3A) enzymes metabolize tacrolimus, so allelic variants such as CYP3A4*22 and CYP3A5*3 may contribute to individual differences in pharmacokinetics and therapeutic efficacy of tacrolimus. This study assessed the frequency and influences of CYP3A4*22 and CYP3A5*3 genotypes, alone and combined, on tacrolimus pharmacokinetics and dose requirements in Egyptian kidney transplant patients. METHODS This is a prospective multicenter observational cohort study. Patients were genotyped for the CYP3A4*22 (rs35599367), and CYP3A5*3 (rs776746). Tacrolimus dose (mg), through blood level (ng/ml), and dose-adjusted trough concentration (C0/D) (ng/ml per mg/kg) were recorded during the first and third months post-transplantation and compared among genotype groups. RESULTS The CYP3A4*22 allele was rare (3.2% of subjects) while the CYP3A5*3 allele was widespread (90.38%) in this cohort. At the third month post-transplantation, median C0/D was significantly higher among CYP3A4*22 carriers than CYP3A4*1/*1 (146.25 [100-380] versus 85.57 [27-370] ng/ml per mg/kg, p = 0.028). Patients harbouring the one copy of the CYP3A4*22 allele and the CYP3A5*3/*3 genotype (n = 5) were classified as poor tacrolimus metabolizers, the CYP3A5*3/*3 plus CYP3A4*1/*1 genotype as intermediate metabolizers (n = 60), and the CYP3A4*1/*1 plus CYP3A5*1/*1 genotype as normal metabolizers (n = 13). During the first month post-transplantation, C0/D was significantly greater in poor metabolizers (113.07 ng/ml per mg/kg) than intermediate and normal metabolizers (90.380 and 49.09 ng/ml per mg/kg) (p < 0.0005). This rank order was also observed during the third month. Acute rejection rate and renal function at discharge did not differ among genotypes. CONCLUSION Pharmacogenetics testing for CYP3A4*22 and CYP3A5*3 before renal transplantation may help in the adjustment of tacrolimus starting dose and identify patients at risk of tacrolimus overexposure or underexposure.
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Affiliation(s)
| | - Dina Ahmed Ismail
- Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmacy, Misr International University, Cairo, Egypt
| | - Neama M Lotfy
- Department of Clinical Pathology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Adel Mahmoud
- Department of Pharmacy Practice, Faculty of Pharmacy, Helwan University, Cairo, Egypt
| | - Magdy ELSharkawy
- Department of Internal Medicine & Nephrology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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Nnani DU, Campbell A, Ajaimy M, Saeed O, Patel SR, Ahmed S, Graham JA, Jorde UP. Effect of glecaprevir/pibrentasvir on weight-adjusted tacrolimus trough/dose ratios in heart and kidney transplant recipients. Transpl Infect Dis 2021; 23:e13716. [PMID: 34407270 DOI: 10.1111/tid.13716] [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: 05/18/2021] [Revised: 07/23/2021] [Accepted: 08/06/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The pharmacokinetic implications of direct-acting antiviral (DAA) use on tacrolimus posttransplant are unknown. This study sought to investigate the effects of glecaprevir/pibrentasvir (G/P), a CYP3A4 substrate and inhibitor, on weight-adjusted tacrolimus (FK) trough/dose ratio (T/D) following heart or kidney transplantation. MATERIAL AND METHODS This was a single-center, retrospective analysis of hepatitis C virus (HCV) viremic donors to HCV negative heart or kidney transplant recipients who received 12 weeks of G/P therapy. Weight-adjusted T/D was assessed while patients were at steady-state before, during, and after G/P treatment. Forty-one HCV negative recipients (three heart, 38 kidney) were evaluated. RESULTS The weight-adjusted T/D significantly increased during G/P treatment (119.31, IQR 88-173.8) compared to before G/P treatment (67.4, IQR 53.4-115.9) (p < 0.01), but decreased after completion of treatment (90.1, IQR 52.9-122.7) (p < 0.01). There was no difference in weight-adjusted T/D before and after G/P treatment (p = 0.42). Four patients experienced acute rejection. CONCLUSION Initiation of G/P in heart or kidney transplant recipients induces a reversible change in tacrolimus metabolism. A 33%-50% tacrolimus dose reduction may be considered at the time of G/P initiation. Regardless of tacrolimus dose adjustment, tacrolimus trough levels should be monitored 3 days after initiation of G/P. No clear relationship between HCV viremic organ transplantation and rejection risk was found. Larger studies are warranted to validate these findings.
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Affiliation(s)
- Daryl U Nnani
- Department of Pharmacy, Montefiore Medical Center, Bronx, New York, USA
| | - Alesa Campbell
- Department of Pharmacy, Montefiore Medical Center, Bronx, New York, USA
| | - Maria Ajaimy
- Department of Medicine, Montefiore Medical Center, Bronx, New York, USA
| | - Omar Saeed
- Division of Cardiology, Montefiore Medical Center, Bronx, New York, USA
| | - Snehal R Patel
- Division of Cardiology, Montefiore Medical Center, Bronx, New York, USA
| | - Sana Ahmed
- Department of Pharmacy, Montefiore Medical Center, Bronx, New York, USA
| | - Jay A Graham
- Department of Surgery, Montefiore Medical Center, Bronx, New York, USA
| | - Ulrich P Jorde
- Division of Cardiology, Montefiore Medical Center, Bronx, New York, USA
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Maldonado AQ, West-Thielke P, Joyal K, Rogers C. Advances in personalized medicine and noninvasive diagnostics in solid organ transplantation. Pharmacotherapy 2021; 41:132-143. [PMID: 33156560 DOI: 10.1002/phar.2484] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 09/29/2020] [Accepted: 10/08/2020] [Indexed: 12/13/2022]
Abstract
Personalized medicine has been a mainstay and in practice in transplant pharmacotherapy since the advent of the field. Decisions pertaining to the diagnosis, selection, and monitoring of transplant pharmacotherapy are aimed toward the individual, the allograft, and the overall immunologic needs of the patient. Recent advances in pharmacogenomics, noninvasive biomarkers, and artificial intelligence (AI) technologies have the promise of transforming the way we individualize treatment and monitor allograft function. Pharmacogenomic testing can provide clinicians with additional data that can minimize toxicity and maximize therapeutic dosing in high-risk patients, leading to more informed decisions that may decrease the risk of rejection and adverse outcomes related to immunosuppressive therapies. Development of noninvasive strategies to monitor allograft function may offer safer and more convenient methods to detect allograft injury. Cell free DNA and gene expression profiling offer the potential to serve as "liquid biopsies" minimizing the risk to patients and providing clinicians with useful molecular data that may help individualize immunosuppression and rejection treatment. Use of big data in transplant and novel AI platforms, such as the iBox, hold tremendous promise in providing clinicians a "glimpse into the future" thereby allowing for a more individualized approach to immunosuppressive therapy that may minimize future adverse outcomes. Advances in diagnostics, laboratory science, and AI have made the application of personalized medicine even more tailored for solid organ transplant recipients. In this perspective, we summarize the current and emerging tools available, literature supporting use, and the horizon for future personalization of transplantation.
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Affiliation(s)
| | | | - Kayla Joyal
- Lahey Hospital and Medical Center, Burlington, Massachusetts, USA
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Genetic Variants Associated With Immunosuppressant Pharmacokinetics and Adverse Effects in the DeKAF Genomics Genome-wide Association Studies. Transplantation 2020; 103:1131-1139. [PMID: 30801552 PMCID: PMC6597284 DOI: 10.1097/tp.0000000000002625] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND The immunosuppressants tacrolimus and mycophenolate are important components to the success of organ transplantation, but are also associated with adverse effects, such as nephrotoxicity, anemia, leukopenia, and new-onset diabetes after transplantation. In this report, we attempted to identify genetic variants which are associated with these adverse outcomes. METHODS We performed a genome-wide association study, using a genotyping array tailored specifically for transplantation outcomes containing 722 147 single nucleotide polymorphisms, and 2 cohorts of kidney allograft recipients-a discovery cohort and a confirmation cohort-to identify and then confirm genetic variants associated with immunosuppressant pharmacokinetics and adverse outcomes. RESULTS Several genetic variants were found to be associated with tacrolimus trough concentrations. We did not confirm variants associated with the other phenotypes tested although several suggestive variants were identified. CONCLUSIONS These results show that adverse effects associated with tacrolimus and mycophenolate are complex, and recipient risk is not determined by a few genetic variants with large effects with but most likely are due to many variants, each with small effect sizes, and clinical factors.
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Khan AR, Raza A, Firasat S, Abid A. CYP3A5 gene polymorphisms and their impact on dosage and trough concentration of tacrolimus among kidney transplant patients: a systematic review and meta-analysis. THE PHARMACOGENOMICS JOURNAL 2020; 20:553-562. [PMID: 31902947 DOI: 10.1038/s41397-019-0144-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 11/29/2019] [Accepted: 12/18/2019] [Indexed: 12/11/2022]
Abstract
Tacrolimus is an immunosuppressive drug widely used in kidney transplantation. Cytochrome P450 3A5 (CYP3A5) protein is involved in tacrolimus metabolism. Single nucleotide polymorphism in the CYP3A5 gene (6986A>G) results in alteration in metabolic activity of CYP3A5 protein which eventually affects the tacrolimus concentration. Patients with CYP3A5 expresser genotypes (A/A *1/*1 and A/G *1/*3) metabolize tacrolimus more rapidly than CYP3A5 nonexpressers (G/G *3/*3). We performed meta-analysis to estimate the effect of CYP3A5 polymorphism on the trough concentration-dose ratio (Co/D) and risk of renal allograft rejection with similar post-transplant periods and Asian vs. European populations. Our results showed that the tacrolimus Co/D ratio is significantly lower in CYP3A5 expresser group as compared with nonexpresser in Asian as well as in European populations at any post-transplant period (p < 0.00001). No significant association was found with renal allograft rejection episodes between expressers and nonexpressers in European populations (OR: 1.12; p = 0.47). Interestingly, Asian population (with expresser genotypes) and patients after 3 years post-transplantation (with expresser genotypes) have a higher risk of rejection (OR: 1.62; p < 0.05), (OR: 1.68; p < 0.05), respectively. This could be due to high prevalence of expresser genotypes in Asian population. Few tacrolimus-based studies are identified with long-term graft survival. There is a need to have more studies looking for long-term graft survival in expresser as well as no-expresser groups especially in Asian populations who have high frequency of CYP3A5 functional genotype.
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Affiliation(s)
- Abdul Rafay Khan
- Centre for Human Genetics and Molecular Medicine, Sindh Institute of Urology and Transplantation, Karachi, Pakistan
| | - Ali Raza
- Centre for Human Genetics and Molecular Medicine, Sindh Institute of Urology and Transplantation, Karachi, Pakistan
| | - Sadaf Firasat
- Centre for Human Genetics and Molecular Medicine, Sindh Institute of Urology and Transplantation, Karachi, Pakistan
| | - Aiysha Abid
- Centre for Human Genetics and Molecular Medicine, Sindh Institute of Urology and Transplantation, Karachi, Pakistan.
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Elmaasarani Z, Mardis C, Gylten L, Taber DJ, Fleming J, Patel N, Baliga P, Rao V, Rohan V, DuBay D, Pilch NA. Protocol-based nurse coordinator management of ambulatory tacrolimus dosing in de novo renal transplant recipients-A single-center experience with a large African American population. Clin Transplant 2019; 33:e13701. [PMID: 31461791 DOI: 10.1111/ctr.13701] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 07/12/2019] [Accepted: 08/22/2019] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Transplant nurse (RN) coordinators review tacrolimus levels frequently and would be capable of making dose adjustments autonomously if not limited by their license. Collaborative practice agreements could be an answer; thus, the aim of this evaluation was to determine if an RN-driven protocol could be used safely and effectively to manage tacrolimus in ambulatory kidney transplant (KTX) recipients. METHODS This was a retrospective review of all solitary adult KTX recipients between August 1, 2016, and July 29, 2017. The primary objective was to evaluate protocol adherence and frequency of use, and secondary objectives were to evaluate the utility of the protocol both overall and based on ethnicity. RESULTS A total of 173 patients were included in the evaluation (59% African American [AA], 41% non-African American [non-AA). RN coordinators followed the protocol for 75% of tacrolimus adjustments; however, they only responded to 27% of the overall levels. There was no difference in 180-day tacrolimus-associated readmission (15% AA vs 5% non-AA, P = .06), biopsy-proven acute rejection (4% AA vs 7% non-AA, P = .363), or hyperkalemia (34% AA vs 32% non-AA, P = .87) between groups. CONCLUSIONS Transplant nurse coordinators are capable of accurately following a protocol for tacrolimus dosage adjustment in a large, racially diverse kidney transplant center.
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Affiliation(s)
- Zana Elmaasarani
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, Medical University of South Carolina, Charleston, SC, USA
| | | | - Logan Gylten
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, Medical University of South Carolina, Charleston, SC, USA
| | - David J Taber
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA.,Department of Pharmacy, Ralph H Johnson VAMC, Charleston, SC, USA
| | - James Fleming
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Neha Patel
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, Medical University of South Carolina, Charleston, SC, USA
| | - Prabhakar Baliga
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Vinaya Rao
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Vinayak Rohan
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Derek DuBay
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Nicole A Pilch
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, Medical University of South Carolina, Charleston, SC, USA
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Sigaroudi A, Jetter A, Mueller TF, Kullak-Ublick G, Weiler S. Severe reduction in tacrolimus concentrations with concomitant metamizole (dipyrone) therapy in transplant patients. Eur J Clin Pharmacol 2019; 75:869-872. [DOI: 10.1007/s00228-019-02635-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 01/21/2019] [Indexed: 01/28/2023]
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9
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Zhang X, Lin G, Tan L, Li J. Current progress of tacrolimus dosing in solid organ transplant recipients: Pharmacogenetic considerations. Biomed Pharmacother 2018; 102:107-114. [DOI: 10.1016/j.biopha.2018.03.054] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Revised: 02/27/2018] [Accepted: 03/09/2018] [Indexed: 12/11/2022] Open
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Asempa TE, Rebellato LM, Hudson S, Briley K, Maldonado AQ. Impact of CYP3A5 genomic variances on clinical outcomes among African American kidney transplant recipients. Clin Transplant 2017; 32. [PMID: 29161757 DOI: 10.1111/ctr.13162] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2017] [Indexed: 01/22/2023]
Abstract
Little is known about the impact of CYP3A5 polymorphisms on transplantation outcomes among African American (AA) kidney transplant recipients (KTRs). To assess this issue, clinical outcomes were compared between AA CYP3A5*1 expressers and nonexpressers. This retrospective cohort study analyzed AA KTRs. Biopsy-proven acute rejection (BPAR), delayed graft function (DGF), glomerular filtration rate (GFR), infections, and tacrolimus dosing requirements were examined in 106 immunologically high-risk AA kidney transplant patients over a 2-year follow-up period. In CYP3A5*1 expressers compared to nonexpressers, the incidence of BPAR was significantly higher in the first 6 months (13% vs 0%; P = .016) compared to 24 months (13% vs 7%; P = .521). Tacrolimus total daily dose at first therapeutic level was significantly higher in CYP3A5*1 expressers (12 mg/day) compared to nonexpressers (8 mg/day; P < .001). Compared to CYP3A5*1 nonexpressers, DGF incidence was significantly higher among CYP3A5*1 expressers (27.6% vs 6.7%; P = .006). By contrast, median GFR was significantly higher in CYP3A5*1 expressers compared to nonexpressers (54.5 mL/min vs 50.0 mL/min; P = .003) at 24 months. The findings from this retrospective study suggest that AAs with CYP3A5*1 expression require 50% more tacrolimus and have an increased incidence of DGF and acute rejection.
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Affiliation(s)
- Tomefa E Asempa
- Department of Pharmacy, Vidant Medical Center, Greenville, NC, USA
| | - Lorita M Rebellato
- Department of Pathology & Laboratory Medicine, The Brody School of Medicine at East Carolina University, Greenville, NC, USA
| | - Suzanne Hudson
- Department of Biostatistics, East Carolina University, Greenville, NC, USA
| | - Kimberly Briley
- Department of Pathology & Laboratory Medicine, The Brody School of Medicine at East Carolina University, Greenville, NC, USA
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