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Patel JN, Robinson M, Morris SA, Jandrisevits E, Lopes KE, Hamilton A, Steuerwald N, Druhan LJ, Avalos B, Copelan E, Ghosh N, Grunwald MR. Pharmacogenetic and clinical predictors of voriconazole concentration in hematopoietic stem cell transplant recipients receiving CYP2C19-guided dosing. THE PHARMACOGENOMICS JOURNAL 2023; 23:201-209. [PMID: 37925536 DOI: 10.1038/s41397-023-00320-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 10/16/2023] [Accepted: 10/26/2023] [Indexed: 11/06/2023]
Abstract
CYP2C19-guided voriconazole dosing reduces pharmacokinetic variability, but many patients remain subtherapeutic. The aim of this study was to evaluate the effect of candidate genes and a novel CYP2C haplotype on voriconazole trough concentrations in patients receiving CYP2C19-guided dosing. This is a retrospective candidate gene study in allogeneic hematopoietic cell transplant (HCT) patients receiving CYP2C19-guided voriconazole dosing. Patients were genotyped for ABCB1, ABCG2, CYP2C9, CYP3A4, CYP3A5, and the CYP2C haplotype. Of 185 patients, 36% were subtherapeutic (of which 79% were normal or intermediate metabolizers). In all patients, CYP2C19 (p < 0.001), age (p = 0.018), and letermovir use (p = 0.001) were associated with voriconazole concentrations. In the subset receiving 200 mg daily (non-RM/UMs), CYP2C19 (p = 0.004) and ABCG2 (p = 0.015) were associated with voriconazole concentrations; CYP2C19 (p = 0.028) and letermovir use (p = 0.001) were associated with subtherapeutic status. CYP2C19 phenotype and letermovir use were significantly associated with subtherapeutic voriconazole concentrations and may be used to improve voriconazole precision dosing, while further research is needed to clarify the role of ABCG2 in voriconazole dosing.
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Affiliation(s)
- Jai N Patel
- Department of Cancer Pharmacology and Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA.
| | - Myra Robinson
- Department of Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Sarah A Morris
- Department of Cancer Pharmacology and Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Elizabeth Jandrisevits
- Department of Cancer Pharmacology and Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Karine Eboli Lopes
- Department of Cancer Pharmacology and Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Alicia Hamilton
- Molecular Biology and Genomics Core Laboratory, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Nury Steuerwald
- Molecular Biology and Genomics Core Laboratory, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Lawrence J Druhan
- Hematology/Oncology Translational Research Laboratory, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Belinda Avalos
- Department of Hematologic Malignancies and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Edward Copelan
- Department of Hematologic Malignancies and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Nilanjan Ghosh
- Department of Hematologic Malignancies and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Michael R Grunwald
- Department of Hematologic Malignancies and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
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Koon A, He J, Patel J, Morse A, Boseman V, Hamilton A, Knight T, Shah N, Ragon B, Chojecki A, Ai J, Steuerwald N, Gerber J, Copelan E, Grunwald M, Arnall J. Evaluation of pentamidine tolerability and efficacy between CYP2C19 phenotypes. Pharmacogenomics 2023; 24:821-830. [PMID: 37846549 DOI: 10.2217/pgs-2023-0093] [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] [Indexed: 10/18/2023] Open
Abstract
Intravenous pentamidine is used for prophylaxis against Pneumocystis jirovecii pneumonia, an infection seen in hematopoietic stem cell transplant recipients. Pentamidine is partially metabolized by CYP2C19, which is vulnerable to pharmacogenetic variation. This retrospective study evaluated allogeneic hematopoietic stem cell transplant patients who received intravenous pentamidine as P. jirovecii pneumonia prophylaxis. The primary objective was the association between CYP2C19 phenotype and discontinuation of pentamidine due to drug-related side effects based on univariate logistic regression (N = 81). Ten patients (12.3%) discontinued pentamidine because of side effects. There was no difference in discontinuation between phenotype groups (p = 0.18) or discontinuation due to side effects (p = 0.76). Overall, no association was seen between phenotypes and pentamidine-related side effects (p = 0.475). Drug discontinuation rates and P. jirovecii pneumonia infection rates were low.
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Affiliation(s)
- Alexis Koon
- Rosalind Franklin University of Medicine & Science, College of Pharmacy, North Chicago, IL 60064, USA
| | - Jiaxian He
- Center for Clinical Trials and Evidence Synthesis, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Jai Patel
- Department of Cancer Pharmacology, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Allison Morse
- Department of Pharmacy, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Victoria Boseman
- Department of Biostatistics and Data Sciences, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Alicia Hamilton
- Molecular Biology Core Laboratory, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Thomas Knight
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Nilay Shah
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Brittany Ragon
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Aleksander Chojecki
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Jing Ai
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Nury Steuerwald
- Molecular Biology Core Laboratory, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Jonathan Gerber
- UMass Memorial Medical Center, Division of Hematology-Oncology, MA 01655, USA
| | - Edward Copelan
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Michael Grunwald
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Justin Arnall
- Specialty Pharmacy Services, Atrium Health, Charlotte, NC 28204, USA
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Gautier-Veyret E, Thiebaut-Bertrand A, Stanke-Labesque F. Comment on 'Therapeutic drug monitoring-guided treatment versus standard dosing of voriconazole for invasive aspergillosis in haematological patients: A multicentre, prospective, cluster randomised, crossover clinical trial'. Int J Antimicrob Agents 2023; 62:106853. [PMID: 37209956 DOI: 10.1016/j.ijantimicag.2023.106853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 05/12/2023] [Indexed: 05/22/2023]
Affiliation(s)
| | - Anne Thiebaut-Bertrand
- Univ. Grenoble Alpes, Département d'Hématologie Clinique, CHU Grenoble Alpes, 38000 Grenoble, France
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Morris SA, Nguyen DG, Patel JN. Pharmacogenomics in allogeneic hematopoietic stem cell transplantation: Implications on supportive therapies and conditioning regimens. Best Pract Res Clin Haematol 2023; 36:101470. [PMID: 37353294 DOI: 10.1016/j.beha.2023.101470] [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: 02/28/2023] [Revised: 04/17/2023] [Accepted: 04/17/2023] [Indexed: 06/25/2023]
Abstract
Allogeneic hematopoietic stem cell transplantation mortality has declined over the years, though prevention and management of treatment-related toxicities and post-transplant complications remains challenging. Applications of pharmacogenomic testing can potentially mitigate adverse drug outcomes due to interindividual variability in drug metabolism and response. This review summarizes clinical pharmacogenomic applications relevant to hematopoietic stem cell transplantation, including antifungals, immunosuppressants, and supportive care management, as well as emerging pharmacogenomic evidence with conditioning regimens.
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Affiliation(s)
- Sarah A Morris
- Department of Cancer Pharmacology & Pharmacogenomics Levine Cancer Institute, Atrium Health, 1021 Morehead Medical Drive, Charlotte, NC, 28204, USA.
| | - D Grace Nguyen
- Department of Cancer Pharmacology & Pharmacogenomics Levine Cancer Institute, Atrium Health, 1021 Morehead Medical Drive, Charlotte, NC, 28204, USA.
| | - Jai N Patel
- Department of Cancer Pharmacology & Pharmacogenomics Levine Cancer Institute, Atrium Health, 1021 Morehead Medical Drive, Charlotte, NC, 28204, USA.
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Morris SA, Alsaidi AT, Verbyla A, Cruz A, Macfarlane C, Bauer J, Patel JN. Cost Effectiveness of Pharmacogenetic Testing for Drugs with Clinical Pharmacogenetics Implementation Consortium (CPIC) Guidelines: A Systematic Review. Clin Pharmacol Ther 2022; 112:1318-1328. [PMID: 36149409 PMCID: PMC9828439 DOI: 10.1002/cpt.2754] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 09/17/2022] [Indexed: 01/31/2023]
Abstract
The objective of this study was to evaluate the evidence on cost-effectiveness of pharmacogenetic (PGx)-guided treatment for drugs with Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines. A systematic review was conducted using multiple biomedical literature databases from inception to June 2021. Full articles comparing PGx-guided with nonguided treatment were included for data extraction. Quality of Health Economic Studies (QHES) was used to assess robustness of each study (0-100). Data are reported using descriptive statistics. Of 108 studies evaluating 39 drugs, 77 (71%) showed PGx testing was cost-effective (CE) (N = 48) or cost-saving (CS) (N = 29); 21 (20%) were not CE; 10 (9%) were uncertain. Clopidogrel had the most articles (N = 23), of which 22 demonstrated CE or CS, followed by warfarin (N = 16), of which 7 demonstrated CE or CS. Of 26 studies evaluating human leukocyte antigen (HLA) testing for abacavir (N = 8), allopurinol (N = 10), or carbamazepine/phenytoin (N = 8), 15 demonstrated CE or CS. Nine of 11 antidepressant articles demonstrated CE or CS. The median QHES score reflected high-quality studies (91; range 48-100). Most studies evaluating cost-effectiveness favored PGx testing. Limited data exist on cost-effectiveness of preemptive and multigene testing across disease states.
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Affiliation(s)
- Sarah A. Morris
- Department of Cancer Pharmacology and PharmacogenomicsLevine Cancer Institute, Atrium HealthCharlotteNorth CarolinaUSA
| | | | - Allison Verbyla
- Health Economics and Outcomes Research, Department of BiostatisticsLevine Cancer Institute, Atrium HealthCharlotteNorth CarolinaUSA
| | - Adilen Cruz
- Health Economics and Outcomes Research, Department of BiostatisticsLevine Cancer Institute, Atrium HealthCharlotteNorth CarolinaUSA
| | | | - Joseph Bauer
- Health Economics and Outcomes Research, Department of BiostatisticsLevine Cancer Institute, Atrium HealthCharlotteNorth CarolinaUSA
| | - Jai N. Patel
- Department of Cancer Pharmacology and PharmacogenomicsLevine Cancer Institute, Atrium HealthCharlotteNorth CarolinaUSA
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Impact of cytochrome P450 2C19 polymorphisms on the clinical efficacy and safety of voriconazole: an update systematic review and meta-analysis. Pharmacogenet Genomics 2022; 32:257-267. [PMID: 35947050 DOI: 10.1097/fpc.0000000000000470] [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
OBJECTIVE To assess the impact of cytochrome P450 (CYP) 2C19 polymorphisms on the clinical efficacy and safety of voriconazole. METHODS We systematically searched PubMed, EMBASE, CENTRAL, ClinicalTrials.gov, and three Chinese databases from their inception to 18 March 2021 using a predefined search algorithm to identify relevant studies. Studies that reported voriconazole-treated patients and information on CYP2C19 polymorphisms were included. The efficacy outcome was success rate. The safety outcomes included overall adverse events, hepatotoxicity, and neurotoxicity. RESULTS A total of 20 studies were included. Intermediate metabolizers (IMs) and poor metabolizers (PMs) were associated with increased success rates compared with normal metabolizers (NMs) [risk ratio (RR), 1.18; 95% confidence interval (CI), 1.03-1.34; I2 = 0%; P = 0.02; RR, 1.28; 95% CI, 1.06-1.54; I2 = 0%; P = 0.01]. PMs were at increased risk of overall adverse events in comparison with NMs and IMs (RR, 2.18; 95% CI, 1.35-3.53; I2 = 0%; P = 0.001; RR, 1.80; 95% CI, 1.23-2.64; I2 = 0%; P = 0.003). PMs demonstrated a trend towards an increased incidence of hepatotoxicity when compared with NMs (RR, 1.60; 95% CI, 0.94-2.74; I2 = 27%; P = 0.08), although there was no statistically significant difference. In addition, there was no significant association between CYP2C19 polymorphisms and neurotoxicity. CONCLUSION IMs and PMs were at a significant higher success rate in comparison with NMs. PMs were significantly associated with an increased incidence of all adverse events compared with NMs and IMs. Researches are expected to further confirm these findings. Additionally, the relationship between hepatotoxicity and CYP2C19 polymorphisms deserves clinical attention.
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Sakon CM, Tillman EM. Pharmacogenomics: a tool to improve medication safety and efficacy in patients with cystic fibrosis. Pharmacogenomics 2022; 23:559-556. [PMID: 35670256 DOI: 10.2217/pgs-2022-0025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Cystic fibrosis is a genetic, multiorgan system disease that involves the use of many medications to control symptoms associated with the underlying condition. Many of these medications have Clinical Pharmacogenetics Implementation Consortium evidence-based guidelines for pharmacogenomics that are available to guide dosing. The aim of this article is to review relevant literature and evaluate the utility of preemptive pharmacogenomics testing for persons with cystic fibrosis and propose a pharmacogenomics panel that could be considered standard of care for persons with cystic fibrosis.
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Affiliation(s)
- Colleen M Sakon
- Pharmacy Department, Indiana University Health, Indianapolis, IN, USA
| | - Emma M Tillman
- Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, IN, USA
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Lindsay J, Krantz EM, Morris J, Sweet A, Tverdek F, Joshi A, Yeh R, Hill JA, Greenwood M, Chen SCA, Kong DCM, Slavin M, Pergam SA, Liu C. Voriconazole in hematopoietic stem cell transplantation and cellular therapies: Real-world usage and therapeutic level attainment at a major transplant center. Transplant Cell Ther 2022; 28:511.e1-511.e10. [PMID: 35623614 DOI: 10.1016/j.jtct.2022.05.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Voriconazole (VCZ) was one of the first mold-active triazoles available; however, its current use among high-risk hematology populations is unknown as the uptake of posaconazole (PCZ) and isavuconazole (ISZ) increases. OBJECTIVES We evaluated the usage and therapeutic level attainment of VCZ in hematopoietic cell transplant (HCT) and chimeric antigen receptor T cell (CAR-T) therapy patients at our cancer center. STUDY DESIGN Electronic medical records for all adult HCT or CAR-T patients with an order for VCZ, PCZ or ISV between January 1, 2018, and June 30, 2020 were extracted. Clinical characteristics, VCZ indication, trough VCZ levels, and frequency of VCZ initiation from 6 months pre- to 6 months post HCT/CAR-T infusion in consecutive HCT/CAR-T recipients within the study period (infusion between July 1, 2018, and January 1, 2020) were assessed. The association between relevant clinical characteristics and the attainment of sub- or supratherapeutic levels was also evaluated. RESULTS Of 468 patients prescribed mold-active triazoles, 256 (54.7%) were prescribed VCZ, 324 (69.2%) PCZ, and 60 (12.8%) ISZ; 152/468 (32.5%) treatment regimens were sequentially modified to alternate mold-active triazoles. Among consecutive HCT and CAR-T recipients at our center, evaluated 6 months pre- or post- HCT/ CAR-T, VCZ was commonly initiated pre- or post-allogeneic HCT (102/381, 26.8%), with most use in the first 30 days post stem cell infusion (40/381, 10.5%); VCZ use was less common in autologous HCT (13/276, 4.7%) and CAR-T (10/153, 6.5%). Of 223 VCZ orders that met inclusion for analysis, indications included empiric treatment in 108/223 (48.4%), directed therapy in 25/223 (11.2%), primary prophylaxis in 69/223 (30.9%) and secondary prophylaxis in 21/223 (9.4%). Of 223 eligible VCZ patients, 144 (64.6%) had at least one VCZ level measured during the study period; 75/144 (52.1%) had a therapeutic VCZ level (1.0-5.5mg/L) at the first measurement (median 2.8mg/L [range 0.1 - 13.5]) at a median of 6 days of therapy, with 26.4% subtherapeutic and 21.5% supratherapeutic; 46/88 (52.3%) were therapeutic at the second measurement (2.1mg/L [0.1 - 9.9]) at a median of 17 days of therapy; and 33/48 (68.8%) at the third (2.3mg/L [0.1 - 7.7]) at a median of 29 days. In multivariable analysis of factors associated with sub- or supratherapeutic levels (body mass index ≥30, concurrent omeprazole use, concurrent letermovir use, indication for VCZ, history/timeframe of HCT), the only significant association was lower odds of a supratherapeutic VCZ level among those undergoing HCT within the previous 30 days compared to those without a history of HCT. CONCLUSIONS VCZ continues to remain an important option in the treatment and prevention of invasive fungal infections in an era when alternative oral mold-active triazoles are available. In spite of long-standing experience with VCZ prescribing, therapeutic level attainment remains a challenge.
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Affiliation(s)
- Julian Lindsay
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America; National Centre for Infection in Cancer (NCIC), Peter MacCallum Cancer Centre, Melbourne, Australia.
| | - Elizabeth M Krantz
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Jessica Morris
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Ania Sweet
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Frank Tverdek
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America; Department of Pharmacy, University of Washington, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Avadhut Joshi
- Pharmacokinetics Laboratory, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Rosa Yeh
- Pharmacokinetics Laboratory, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Joshua A Hill
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America; Division of Allergy & Infectious Diseases, University of Washington, Seattle, Washington, United States of America
| | - Matthew Greenwood
- Haematology Department, Royal North Shore Hospital, Sydney, Australia; Northern Blood Research Centre, Kolling Institute of Medical Research, University of Sydney, Sydney, New South Wales, Australia
| | - Sharon C-A Chen
- National Centre for Infection in Cancer (NCIC), Peter MacCallum Cancer Centre, Melbourne, Australia; Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, New South Wales Health Pathology, Westmead Hospital, The University of Sydney, and the Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney, Sydney, Australia
| | - David C M Kong
- NHMRC National Centre for Antimicrobial Stewardship at The Peter Doherty Institute for Infections and Immunity, Parkville, Victoria, Australia; Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia; Pharmacy Department, Ballarat Health Services, Ballarat, Victoria, Australia
| | - Monica Slavin
- National Centre for Infection in Cancer (NCIC), Peter MacCallum Cancer Centre, Melbourne, Australia; Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Australia
| | - Steven A Pergam
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America; Division of Allergy & Infectious Diseases, University of Washington, Seattle, Washington, United States of America
| | - Catherine Liu
- Vaccine and Infectious Disease and Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America; Division of Allergy & Infectious Diseases, University of Washington, Seattle, Washington, United States of America
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Ashok A, Mangalore RP, Morrissey CO. Azole Therapeutic Drug Monitoring and its Use in the Management of Invasive Fungal Disease. CURRENT FUNGAL INFECTION REPORTS 2022. [DOI: 10.1007/s12281-022-00430-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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10
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Precision Therapy for Invasive Fungal Diseases. J Fungi (Basel) 2021; 8:jof8010018. [PMID: 35049957 PMCID: PMC8780074 DOI: 10.3390/jof8010018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 11/26/2022] Open
Abstract
Invasive fungal infections (IFI) are a common infection-related cause of death in immunocompromised patients. Approximately 10 million people are at risk of developing invasive aspergillosis annually. Detailed study of the pharmacokinetics (PK) and pharmacodynamics (PD) of antifungal drugs has resulted in a better understanding of optimal regimens for populations, drug exposure targets for therapeutic drug monitoring, and establishing in vitro susceptibility breakpoints. Importantly, however, each is an example of a “one size fits all strategy”, where complex systems are reduced to a singularity that ensures antifungal therapy is administered safely and effectively at the level of a population. Clearly, such a notion serves most patients adequately but is completely counter to the covenant at the centre of the clinician–patient relationship, where each patient should know whether they are well-positioned to maximally benefit from an antifungal drug. This review discusses the current therapy of fungal infections and areas of future research to maximise the effectiveness of antifungal therapy at an individual level.
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Teh BW, Yeoh DK, Haeusler GM, Yannakou CK, Fleming S, Lindsay J, Slavin MA. Consensus guidelines for antifungal prophylaxis in haematological malignancy and haemopoietic stem cell transplantation, 2021. Intern Med J 2021; 51 Suppl 7:67-88. [PMID: 34937140 DOI: 10.1111/imj.15588] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Antifungal prophylaxis can reduce morbidity and mortality from invasive fungal disease (IFD). However, its use needs to be optimised and appropriately targeted to patients at highest risk to derive the most benefit. In addition to established risks for IFD, considerable recent progress in the treatment of malignancies has resulted in the development of new 'at-risk' groups. The changing epidemiology of IFD and emergence of drug resistance continue to impact choice of prophylaxis, highlighting the importance of active surveillance and knowledge of local epidemiology. These guidelines aim to highlight emerging risk groups and review the evidence and limitations around new formulations of established agents and new antifungal drugs. It provides recommendations around use and choice of antifungal prophylaxis, discusses the potential impact of the changing epidemiology of IFD and emergence of drug resistance, and future directions for risk stratification to assist optimal management of highly vulnerable patients.
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Affiliation(s)
- Benjamin W Teh
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Daniel K Yeoh
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Department of Infectious Diseases, Perth Children's Hospital, Perth, Western Australia, Australia
| | - Gabrielle M Haeusler
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Department of Infectious Diseases, Royal Children's Hospital, Melbourne, Victoria, Australia.,Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Costas K Yannakou
- Department of Molecular Oncology and Cancer Immunology, Epworth Freemasons Hospital, Epworth HealthCare, Melbourne, Victoria, Australia
| | - Shaun Fleming
- Malignant Haematology and Stem Cell Transplantation Service, Alfred Health, Melbourne, Victoria, Australia
| | - Julian Lindsay
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Department of Haematology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Monica A Slavin
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Immunocompromised Host Infection Service, Royal Melbourne Hospital, Melbourne, Victoria, Australia
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12
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García-García I, Dapía I, Montserrat J, Martinez de Soto L, Bueno D, Díaz L, Queiruga J, Rodriguez Mariblanca A, Guerra-García P, Ramirez E, Frías J, Pérez Martínez A, Carcas-Sansuan AJ, Borobia AM. Experience of a Strategy Including CYP2C19 Preemptive Genotyping Followed by Therapeutic Drug Monitoring of Voriconazole in Patients Undergoing Allogenic Hematopoietic Stem Cell Transplantation. Front Pharmacol 2021; 12:717932. [PMID: 34744712 PMCID: PMC8563584 DOI: 10.3389/fphar.2021.717932] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 09/08/2021] [Indexed: 12/04/2022] Open
Abstract
Many factors have been described to contribute to voriconazole (VCZ) interpatient variability in plasma concentrations, especially CYP2C19 genetic variability. In 2014, Hicks et al. presented data describing the correlation between VCZ plasma concentrations and CYP2C19 diplotypes in immunocompromised pediatric patients and utilized pharmacokinetic modeling to extrapolate a more suitable VCZ dose for each CYP2C19 diplotype. In 2017, in our hospital, a clinical protocol was developed for individualization of VCZ in immunocompromised patients based on preemptive genotyping of CYP2C19 and dosing proposed by Hicks et al., Clinical Pharmacogenetics Implementation Consortium (CPIC) clinical guidelines, and routine therapeutic drug monitoring (TDM). We made a retrospective review of a cohort of 28 immunocompromised pediatric patients receiving VCZ according to our protocol. CYP2C19 gene molecular analysis was preemptively performed using PharmArray®. Plasma trough concentrations were measured by immunoassay analysis until target concentrations (1–5.5 μg/ml) were reached. Sixteen patients (57.14%) achieved VCZ trough target concentrations in the first measure after the initial dose based on PGx. This figure is similar to estimations made by Hicks et al. in their simulation (60%). Subdividing by phenotype, our genotyping and TDM-combined strategy allow us to achieve target concentrations during treatment/prophylaxis in 90% of the CYP2C19 Normal Metabolizers (NM)/Intermediate Metabolizers (IM) and 100% of the Rapid Metabolizers (RM) and Ultrarapid Metabolizers (UM) of our cohort. We recommended modifications of the initial dose in 29% (n = 8) of the patients. In RM ≥12 years old, an increase of the initial dose resulted in 50% of these patients achieving target concentrations in the first measure after initial dose adjustment based only on PGx information. Our experience highlights the need to improve VCZ dose predictions in children and the potential of preemptive genotyping and TDM to this aim. We are conducting a multicenter, randomized clinical trial in patients with risk of aspergillosis in order to evaluate the effectiveness and efficiency of VCZ individualization: VORIGENIPHARM (EudraCT: 2019-000376-41).
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Affiliation(s)
- Irene García-García
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Irene Dapía
- Medical and Molecular Genetics Institute (INGEMM), La Paz University Hospital, Madrid, Spain
| | - Jaime Montserrat
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Lucía Martinez de Soto
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - David Bueno
- Paediatric Haemato-oncology Department, University Hospital La Paz, Madrid, Spain
| | - Lucía Díaz
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Javier Queiruga
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Amelia Rodriguez Mariblanca
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Pilar Guerra-García
- Paediatric Haemato-oncology Department, University Hospital La Paz, Madrid, Spain
| | - Elena Ramirez
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain.,Medical and Molecular Genetics Institute (INGEMM), La Paz University Hospital, Madrid, Spain.,Paediatric Haemato-oncology Department, University Hospital La Paz, Madrid, Spain
| | - Jesus Frías
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | | | - Antonio J Carcas-Sansuan
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Alberto M Borobia
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital School of Medicine, Autonomous University of Madrid, Madrid, Spain
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13
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Patel JN, Olver I, Ashbury F. Pharmacogenomics in cancer supportive care: key issues and future directions. Support Care Cancer 2021; 29:6187-6191. [PMID: 34333715 DOI: 10.1007/s00520-021-06451-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 07/19/2021] [Indexed: 11/28/2022]
Affiliation(s)
- Jai N Patel
- Department of Cancer Pharmacology and Pharmacogenomics, Levine Cancer Institute, Atrium Health, 1021 Morehead Medical Drive, Rm 20161, NC, Charlotte, USA.
| | - Ian Olver
- Department of Psychology, University of Adelaide, South Australia, Australia
| | - Fred Ashbury
- Department of Oncology, University of Calgary, Alberta, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,VieCure, Denver, CO, USA
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14
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Tillman EM, Beavers CJ, Afanasjeva J, Momary KM, Strnad KG, Yerramilli A, Williams AM, Smith BA, Florczykowski B, Fahmy M. Current and future state of clinical pharmacist‐led precision medicine initiatives. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2021. [DOI: 10.1002/jac5.1447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | | | | | | | | | | | | | | | | | - Monica Fahmy
- American College of Clinical Pharmacy Lenexa Kansas USA
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15
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Combined Impact of Inflammation and Pharmacogenomic Variants on Voriconazole Trough Concentrations: A Meta-Analysis of Individual Data. J Clin Med 2021; 10:jcm10102089. [PMID: 34068031 PMCID: PMC8152514 DOI: 10.3390/jcm10102089] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 05/11/2021] [Accepted: 05/11/2021] [Indexed: 01/23/2023] Open
Abstract
Few studies have simultaneously investigated the impact of inflammation and genetic polymorphisms of cytochromes P450 2C19 and 3A4 on voriconazole trough concentrations. We aimed to define the respective impact of inflammation and genetic polymorphisms on voriconazole exposure by performing individual data meta-analyses. A systematic literature review was conducted using PubMed to identify studies focusing on voriconazole therapeutic drug monitoring with data of both inflammation (assessed by C-reactive protein level) and the pharmacogenomics of cytochromes P450. Individual patient data were collected and analyzed in a mixed-effect model. In total, 203 patients and 754 voriconazole trough concentrations from six studies were included. Voriconazole trough concentrations were independently influenced by age, dose, C-reactive protein level, and both cytochrome P450 2C19 and 3A4 genotype, considered individually or through a combined genetic score. An increase in the C-reactive protein of 10, 50, or 100 mg/L was associated with an increased voriconazole trough concentration of 6, 35, or 82%, respectively. The inhibitory effect of inflammation appeared to be less important for patients with loss-of-function polymorphisms for cytochrome P450 2C19. Voriconazole exposure is influenced by age, inflammatory status, and the genotypes of both cytochromes P450 2C19 and 3A4, suggesting that all these determinants need to be considered in approaches of personalization of voriconazole treatment.
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16
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Zhang Y, Hou K, Liu F, Luo X, He S, Hu L, Yang C, Huang L, Feng Y. The influence of CYP2C19 polymorphisms on voriconazole trough concentrations: Systematic review and meta-analysis. Mycoses 2021; 64:860-873. [PMID: 33896064 DOI: 10.1111/myc.13293] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/10/2021] [Accepted: 04/15/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Voriconazole primary metabolism is catalysed by CYP2C19. A large variability of trough concentrations in patients with invasive fungal infection treated with voriconazole has been observed in clinical practice. It remains controversial whether the CYP2C19 polymorphisms are responsible for voriconazole metabolism in the individual variation. OBJECTIVES The primary aim of this study was to assess the effect of CYP2C19 polymorphisms on voriconazole trough concentrations. METHODS Following a systematic literature review, we performed a meta-analysis for mean differences (MD) of voriconazole trough concentrations (Cmin ), voriconazole dosage adjusted trough concentrations (Cmin /D) and for risk ratio (RR) of the proportion of patients in the target therapeutic range between pairwise comparisons of CYP2C19 phenotypes. RESULTS Compared with normal metabolisers (NMs), intermediate metabolisers (IMs) (MD: 0.82, 95% CI: 0.57 to 1.07, I2 = 44%, p < .00001) or poor metabolisers (PMs) (MD: 1.59, 95% CI: 1.14 to 2.05, I2 = 46%, p < .00001) had significantly higher voriconazole Cmin (μg·ml-1 ), while rapid metabolisers (RMs) had significantly lower voriconazole Cmin (MD: -0,87, 95% CI: -1.35 to -0.38, I2 = 0%, p = .0004). In addition, IMs had significantly lower Cmin than PMs (MD: -0.59, 95% CI: -0.97 to -0.20, I2 = 22%, p = .003). Similarly, the Cmin /D (μg·kg·ml-1 ·mg-1 ) was significantly higher in IMs (MD: 0.13, 95% CI: 0.05 to 0.22, I2 = 0%, p = .002) and PMs (MD: 0.20, 95% CI: 0.07 to 0.34, I2 = 0%, p = .003) than that in NMs, and also, IMs had significantly lower Cmin /D than PMs (MD: -0.11, 95% CI: -0.14 to -0.08, I2 = 0%, p < .00001). Furthermore, PMs had a significantly higher proportion of the target therapeutic range than NMs (RR: 1.34, 95% CI: 1.09 to 1.64, I2 = 50%, p = .005). CONCLUSIONS Compared to NMs, IMs and PMs had higher voriconazole trough concentrations, especially in Asians, while RMs had lower voriconazole trough concentrations. In addition, PMs had a higher proportion of the target therapeutic range than NMs, especially in Asians. CYP2C19 genotyping is expected to be used to preemptively guide the individualisation of voriconazole in clinical practice.
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Affiliation(s)
- Ying Zhang
- Department of Pharmacy, Peking University People's Hospital, Beijing, China.,School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Kelu Hou
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Fang Liu
- Department of Mathematics and Physics, School of Chinese Pharmacy, Beijing University of Chinese Medicine, Beijing, China
| | - Xingxian Luo
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Shiyu He
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Lei Hu
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Changqing Yang
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Lin Huang
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
| | - Yufei Feng
- Department of Pharmacy, Peking University People's Hospital, Beijing, China
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17
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Pharmacogenomics-guided supportive oncology: A tale of two trials. Contemp Clin Trials 2021; 105:106391. [PMID: 33819640 DOI: 10.1016/j.cct.2021.106391] [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: 12/08/2020] [Revised: 02/19/2021] [Accepted: 03/29/2021] [Indexed: 12/27/2022]
Abstract
Cancer-related symptoms, like depression, nausea, and pain, are common and negatively affect quality of life. Unfortunately, there is large inter-individual variability in response to supportive care medications for these symptoms. Pharmacogenomics may inform prescribing by identification of those genetically at risk for drug related adverse events or therapeutic failure. While such information can be applied to many drugs, there are specific oncology populations that could greatly benefit from pharmacogenomics-guided supportive care management due to high symptom burden, including those receiving palliative medicine and hematopoietic stem cell transplantation. The goal of this paper is to provide an overview of, and lessons learned from, the development of two prospective pharmacogenomics-guided interventional trials ("Supportive Care PGx Trial" and "Transplant PGx Trial") across two different clinical settings at the Levine Cancer Institute: the Department of Supportive Oncology and the Transplant and Cellular Therapy section. Key considerations included the appropriate study design and endpoints (balancing study goals and resources), dissemination and application of individual pharmacogenetics results, technical details about assay development, and overall care coordination to minimize clinic disruption.
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18
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Di Paolo M, Hewitt L, Nwankwo E, Ni M, Vidal-Diaz A, Fisher MC, Armstrong-James D, Shah A. A retrospective 'real-world' cohort study of azole therapeutic drug monitoring and evolution of antifungal resistance in cystic fibrosis. JAC Antimicrob Resist 2021; 3:dlab026. [PMID: 34223100 PMCID: PMC8210303 DOI: 10.1093/jacamr/dlab026] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 02/11/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Individuals with cystic fibrosis (CF) have an increased susceptibility to fungal infection/allergy, with triazoles often used as first-line therapy. Therapeutic drug monitoring (TDM) is essential due to significant pharmacokinetic variability and the recent emergence of triazole resistance worldwide. OBJECTIVES In this retrospective study we analysed the 'real-world' TDM of azole therapy in a large CF cohort, risk factors for subtherapeutic dosing, and the emergence of azole resistance. METHODS All adults with CF on azole therapy in a large single UK centre were included. Clinical demographics, TDM and microbiology were analysed over a 2 year study period (2015-17) with multivariate logistic regression used to identify risk factors for subtherapeutic dosing. RESULTS 91 adults were treated with azole medication during the study period. A high prevalence of chronic subtherapeutic azole dosing was seen with voriconazole (60.8%) and itraconazole capsule (59.6%) use, representing significant risk factors for subtherapeutic levels. Rapid emergence of azole resistance was additionally seen over the follow-up period with a 21.4% probability of CF patients developing a resistant fungal isolate after 2 years. No significant relationship was found however between subtherapeutic azole dosing and azole resistance emergence. CONCLUSIONS Our study demonstrates a high prevalence of subtherapeutic azole levels in CF adults with increased risk using itraconazole capsules and voriconazole therapy. We show rapid emergence of azole resistance highlighting the need for effective antifungal stewardship. Further large longitudinal studies are needed to understand the effects of antifungal resistance on outcome in CF and the implications of subtherapeutic dosing on resistance evolution.
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Affiliation(s)
- M Di Paolo
- Department of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - L Hewitt
- Department of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- Faculty of Medicine, Department of Infectious Diseases, Imperial College London, London, UK
| | - E Nwankwo
- Department of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - M Ni
- London In Vitro Diagnostics Collaborative, Department of Surgery and Cancer, Imperial College London, UK
| | - A Vidal-Diaz
- London In Vitro Diagnostics Collaborative, Department of Surgery and Cancer, Imperial College London, UK
| | - M C Fisher
- MRC Centre of Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, UK
| | - D Armstrong-James
- Department of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- Faculty of Medicine, Department of Infectious Diseases, Imperial College London, London, UK
| | - A Shah
- Department of Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- MRC Centre of Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, UK
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19
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Patel JN, Voora D, Bell G, Bates J, Cipriani A, Bendz L, Frick A, Hamadeh I, McGee AS, Steuerwald N, Imhof S, Wiltshire T. North Carolina's multi-institutional pharmacogenomics efforts with the North Carolina Precision Health Collaborative. Pharmacogenomics 2021; 22:73-80. [PMID: 33448876 DOI: 10.2217/pgs-2020-0156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The North Carolina Precision Health Collaborative is an interdisciplinary, public-private consortium of precision health experts who strategically align statewide resources and strengths to elevate precision health in the state and beyond. Pharmacogenomics (PGx) is a key area of focus for the North Carolina Precision Health Collaborative. Experts from Atrium Health's Levine Cancer Institute, Duke University/Duke Health System, Mission Health and the University of North Carolina (UNC) at Chapel Hill/UNC Health System have collaborated since 2017 to implement strategic PGx initiatives, including basic sciences research, translational research and clinical implementation of germline testing into practice and policy. This institutional profile highlights major PGx programs and initiatives across these organizations and how the collaborative is working together to advance PGx science and implementation.
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Affiliation(s)
- Jai N Patel
- Department of Cancer Pharmacology & Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Deepak Voora
- Center for Applied Genomics & Precision Medicine, Duke University & Duke Health System, Durham, NC 27710, USA
| | - Gillian Bell
- Department of Genetics & Personalized Medicine, Mission Health, Asheville, NC, 28801, USA.,Genome Medical, Inc., South San Francisco, CA 94080, USA
| | - Jill Bates
- Department of Pharmacy, Durham VA Healthcare System, Durham, NC 27705, USA
| | - Amber Cipriani
- Division of Pharmacotherapy & Experimental Therapeutics, The University of North Carolina Chapel Hill Eshelman School of Pharmacy & UNC Health, Chapel Hill, NC 27514, USA
| | - Lisa Bendz
- Center for Applied Genomics & Precision Medicine, Duke University & Duke Health System, Durham, NC 27710, USA
| | - Amber Frick
- Division of Pharmacotherapy & Experimental Therapeutics, The University of North Carolina Chapel Hill Eshelman School of Pharmacy & UNC Health, Chapel Hill, NC 27514, USA
| | - Issam Hamadeh
- Department of Cancer Pharmacology & Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Ann S McGee
- Center for Applied Genomics & Precision Medicine, Duke University & Duke Health System, Durham, NC 27710, USA
| | - Nury Steuerwald
- Department of Cancer Pharmacology & Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC 28204, USA
| | - Sara Imhof
- North Carolina Biotechnology Center, Durham, NC 27709, USA
| | - Tim Wiltshire
- Division of Pharmacotherapy & Experimental Therapeutics, The University of North Carolina Chapel Hill Eshelman School of Pharmacy & UNC Health, Chapel Hill, NC 27514, USA
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20
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Jäger S, Schricker S, Tremmel R, Schaeffeler E, Schwab M. [How to manage polypharmacia?]. Dtsch Med Wochenschr 2021; 146:23-29. [PMID: 33395723 DOI: 10.1055/a-1109-0814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Pharmacogenomics (PGx) is a key component of personalized medicine to improve clinical outcome of drug therapy and/or to avoid adverse drug reactions. Major efforts are currently spent internationally to implement PGx diagnostics into clinical practice. Evidence-based recommendations for dose-adjusted treatment which are established by international expert groups covering clinical and pharmacological expertise are publicly available. Clinical relevant examples for PGx diagnostics such as genetic testing for dihydropyrimidin-dehydrogenase and thiopurin-S-methyltransferase, as well as for various cytochrome P450 enzymes are summarized to promote the clinical implementation process of PGx in Germany.
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21
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Gautier-Veyret E, Thiebaut-Bertrand A, Roustit M, Bolcato L, Depeisses J, Schacherer M, Schummer G, Fonrose X, Stanke-Labesque F. Optimization of voriconazole therapy for treatment of invasive aspergillosis: Pharmacogenomics and inflammatory status need to be evaluated. Br J Clin Pharmacol 2020; 87:2534-2541. [PMID: 33217017 DOI: 10.1111/bcp.14661] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/04/2020] [Accepted: 11/11/2020] [Indexed: 12/13/2022] Open
Abstract
AIMS Cytochrome 2C19 genotype-directed dosing of voriconazole (VRC) reduces the incidence of insufficient VRC trough concentrations (Cmin ) but does not account for CYP3A polymorphisms, also involved in VRC metabolism. This prospective observational study aimed to evaluate the utility of a genetic score combining CYP2C19 and CYP3A genotypes to predict insufficient initial VRC Cmin (<1 mg/L). METHODS The genetic score was determined in hematological patients treated with VRC. The higher the genetic score, the faster the metabolism of the patient. The impact of the genetic score was evaluated considering initial VRC Cmin and all VRC Cmin (n = 159) determined during longitudinal therapeutic drug monitoring. RESULTS Forty-three patients were included, of whom 41 received VRC for curative indication. Thirty-six patients had a genetic score ≥2, of whom 11 had an initial insufficient VRC Cmin . A genetic score ≥2 had a positive predictive value of 0.31 for having an initial insufficient VRC Cmin and initial VRC Cmin was not associated with the genetic score. The lack of association between the genetic score and VRC Cmin may be related to the inflammatory status of the patients (C-reactive protein [CRP] levels: median [Q1-Q3]: 43.0 [11.0-110.0] mg/L), as multivariate analysis performed on all VRC Cmin identified CRP as an independent determinant of the VRC Cmin adjusted for dose (P < .0001). CONCLUSION The combined genetic score did not predict low VRC exposure in patients with inflammation, which is frequent in patients with invasive fungal infections. Strategies for the individualization of VRC dose should integrate the inflammatory status of patients in addition to pharmacogenetic variants.
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Affiliation(s)
- Elodie Gautier-Veyret
- Inserm, CHU Grenoble Alpes, HP2, Universitaire Grenoble Alpes, Grenoble, 38000, France
| | | | - Matthieu Roustit
- Inserm, CHU Grenoble Alpes, HP2, Universitaire Grenoble Alpes, Grenoble, 38000, France
| | - Léa Bolcato
- Laboratoire de Pharmacologie, Pharmacogénétique et Toxicologie, CHU Grenoble Alpes, France
| | | | | | - Gabriel Schummer
- Univ. Grenoble Alpes, Inserm, CHU Grenoble Alpes, HP2, Grenoble, France
| | - Xavier Fonrose
- Laboratoire de Pharmacologie, Pharmacogénétique et Toxicologie, CHU Grenoble Alpes, France
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22
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Lee J, Ng P, Hamandi B, Husain S, Lefebvre MJ, Battistella M. Effect of Therapeutic Drug Monitoring and Cytochrome P450 2C19 Genotyping on Clinical Outcomes of Voriconazole: A Systematic Review. Ann Pharmacother 2020; 55:509-529. [DOI: 10.1177/1060028020948174] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Objectives To examine current knowledge on the clinical utility of therapeutic drug monitoring (TDM) in voriconazole therapy, the impact of CYP2C19 genotype on voriconazole plasma concentrations, and the role of CYP2C19 genotyping in voriconazole therapy. Data Sources Three literature searches were conducted for original reports on (1) TDM and voriconazole outcomes and (2) voriconazole and CYP2C19 polymorphisms. Searches were conducted through EMBASE, MEDLINE/PubMed, Scopus, and Cochrane Central Register of Controlled Trials from inception to June 2020. Study Selection and Data Extraction Randomized controlled trials, cohort studies, and case series with ≥10 patients were included. Only full-text references in English were eligible. Data Synthesis A total of 63 studies were reviewed. TDM was recommended because of established concentration and efficacy/toxicity relationships. Voriconazole trough concentrations ≥1.0 mg/L were associated with treatment success; supratherapeutic concentrations were associated with increased neurotoxicity; and hepatotoxicity associations were more prevalent in Asian populations. CYP2C19 polymorphisms significantly affect voriconazole metabolism, but no relationship with efficacy/safety were found. Genotype-guided dosing with TDM was reported to increase chances of achieving therapeutic range. Relevance to Patient Care and Clinical Practice Genotype-guided dosing with TDM is a potential solution to optimizing voriconazole efficacy while avoiding treatment failures and common toxicities. Conclusions Voriconazole plasma concentrations and TDM are treatment outcome predictors, but research is needed to form a consensus target therapeutic range and dosage adjustment guidelines based on plasma concentrations. CYP2C19 polymorphisms are a predictor of voriconazole concentrations and metabolism, but clinical implications are not established. Large-scale, high-methodological-quality trials are required to investigate the role for prospective genotyping and establish CYP2C19-guided voriconazole dosing recommendations.
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Affiliation(s)
| | - Patrick Ng
- University Health Network, Toronto, ON, Canada
| | - Bassem Hamandi
- University of Toronto, ON, Canada
- University Health Network, Toronto, ON, Canada
| | - Shahid Husain
- University of Toronto, ON, Canada
- University Health Network, Toronto, ON, Canada
| | | | - Marisa Battistella
- University of Toronto, ON, Canada
- University Health Network, Toronto, ON, Canada
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23
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Botton MR, Whirl-Carrillo M, Del Tredici AL, Sangkuhl K, Cavallari LH, Agúndez JAG, Duconge J, Lee MTM, Woodahl EL, Claudio-Campos K, Daly AK, Klein TE, Pratt VM, Scott SA, Gaedigk A. PharmVar GeneFocus: CYP2C19. Clin Pharmacol Ther 2020; 109:352-366. [PMID: 32602114 DOI: 10.1002/cpt.1973] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 06/15/2020] [Indexed: 12/17/2022]
Abstract
The Pharmacogene Variation Consortium (PharmVar) catalogues star (*) allele nomenclature for the polymorphic human CYP2C19 gene. CYP2C19 genetic variation impacts the metabolism of many drugs and has been associated with both efficacy and safety issues for several commonly prescribed medications. This GeneFocus provides a comprehensive overview and summary of CYP2C19 and describes how haplotype information catalogued by PharmVar is utilized by the Pharmacogenomics Knowledgebase and the Clinical Pharmacogenetics Implementation Consortium (CPIC).
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Affiliation(s)
| | | | | | - Katrin Sangkuhl
- Department of Biomedical Data Science, Stanford University, Stanford, California, USA
| | | | - José A G Agúndez
- UNEx, ARADyAL, Instituto de Salud Carlos III, University Institute of Molecular Pathology Biomarkers, Cáceres, Spain
| | - Jorge Duconge
- School of Pharmacy, University of Puerto Rico, San Juan, Puerto Rico
| | | | - Erica L Woodahl
- Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, Montana, USA
| | | | - Ann K Daly
- Newcastle University, Newcastle upon Tyne, UK
| | - Teri E Klein
- Department of Biomedical Data Science, Stanford University, Stanford, California, USA
| | - Victoria M Pratt
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Stuart A Scott
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Sema4, Stamford, Connecticut, USA
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children's Mercy, Kansas City, Missouri, USA
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24
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Zhao B, Liu S, Liu Y, Li G, Zhang Q. [Liquid chromatography tandem mass spectrometry for therapeutic drug monitoring of voriconazole in heat-inactivated blood samples: its application during COVID-19 pandemic]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2020; 40:342-345. [PMID: 32376593 DOI: 10.12122/j.issn.1673-4254.2020.03.08] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To investigate the effect of heat inactivation (56℃for 30 min) of SARS-CoV-2 on the results of therapeuticdrug monitoring (TDM) of voriconazole by liquid chromatography tandem mass spectrometry (LC-MS/MS). METHODS We collected clinical blood samples from voriconazole-treated patients in heparinized tubes and sterilized the surface of the tubes with 75% ethanol. The whole blood samples were centrifuged to separate the plasma with or without prior heat inactivation, or only the separated plasma was heat inactivated. Heat inactivation of the samples was carried out at 56 ℃ for 30 min followed by protein precipitation with acetonitrile or ethanol. The plasma standard and quality control samples were inactivated in an identical manner and tested with LC-MS/MS along with the treated samples. RESULTS The optimized method showed a high imprecision (with mean intra- and inter-day imprecisions of 3.59% and 2.81%, respectively) and a high accuracy (mean 97.37%) for detecting voriconazole in the inactivated samples at different concentration levels. Sample preparation with acetonitrile or ethanol resulted in a high mean recovery (100.56% or 95.90%) with minimal mean matrix effect (102.85% or 93.62%). The measured voriconazole concentrations in inactivated whole blood, inactivated plasma and the samples without inactivation all showed good linear correlations with correlation coefficients all greater than 0.99. CONCLUSIONS Heat inactivation at 56 ℃ for 30 min combined with ethanol sample preparation only has limited effects to affect LC-MS-based voriconazole concentration measurement in whole blood samples collected in heparinized tubes, and can be used for therapeutic drug monitoring of voriconazole during the ongoing COVID-19 pandemic.
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Affiliation(s)
- Boxin Zhao
- Department of Pharmacy/Rational Medication Evaluation and Drug Delivery Technology Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Sijia Liu
- Department of Pharmacy/Rational Medication Evaluation and Drug Delivery Technology Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Yuan Liu
- Department of Pharmacy/Rational Medication Evaluation and Drug Delivery Technology Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Guofeng Li
- Department of Pharmacy/Rational Medication Evaluation and Drug Delivery Technology Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Qing Zhang
- Department of Pharmacy/Rational Medication Evaluation and Drug Delivery Technology Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
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25
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Applying Pharmacogenomics to Antifungal Selection and Dosing: Are We There Yet? CURRENT FUNGAL INFECTION REPORTS 2020; 14:63-75. [PMID: 32256938 DOI: 10.1007/s12281-020-00371-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Purpose of Review This review summarizes recent literature for applying pharmacogenomics to antifungal selection and dosing, providing an approach to implementing antifungal pharmacogenomics in clinical practice. Recent Findings The Clinical Pharmacogenetics Implementation Consortium published guidelines on CYP2C19 and voriconazole, with recommendations to use alternative antifungals or adjust voriconazole dose with close therapeutic drug monitoring (TDM). Recent studies demonstrate an association between CYP2C19 phenotype and voriconazole levels, clinical outcomes, and adverse events. Additionally, CYP2C19-guided preemptive dose adjustment demonstrated benefit in two prospective studies for prophylaxis. Pharmacokinetic-pharmacodynamic modeling studies have generated proposed voriconazole treatment doses based on CYP2C19 phenotypes, with further validation studies needed. Summary Sufficient evidence is available for implementing CYP2C19-guided voriconazole selection and dosing among select patients at risk for invasive fungal infections. The institution needs appropriate infrastructure for pharmacogenomic testing, integration of results in the clinical decision process, with TDM confirmation of goal trough achievement, to integrate antifungal pharmacogenomics into routine clinical care.
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