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Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study

BACKGROUND: In patients with invasive fungal infection (IFI), the steady-state serum trough concentration (C (min)) of voriconazole (VCZ) is highly variable and can lead to treatment failure (C (min) < 0.5 mg/L) and toxicity (C (min) ≥ 5.0 mg/L). However, It remains challenging to determine the i...

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Autores principales: Zhou, Lijuan, Li, Min, Li, Huihong, Guo, Zhiqiang, Gao, Yanqiu, Zhang, Hua, Qin, Fuli, Sang, Zhihui, Xing, Qinghe, Cheng, Long, Cao, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410275/
https://www.ncbi.nlm.nih.gov/pubmed/37565064
http://dx.doi.org/10.3389/fcimb.2023.1157944
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author Zhou, Lijuan
Li, Min
Li, Huihong
Guo, Zhiqiang
Gao, Yanqiu
Zhang, Hua
Qin, Fuli
Sang, Zhihui
Xing, Qinghe
Cheng, Long
Cao, Wei
author_facet Zhou, Lijuan
Li, Min
Li, Huihong
Guo, Zhiqiang
Gao, Yanqiu
Zhang, Hua
Qin, Fuli
Sang, Zhihui
Xing, Qinghe
Cheng, Long
Cao, Wei
author_sort Zhou, Lijuan
collection PubMed
description BACKGROUND: In patients with invasive fungal infection (IFI), the steady-state serum trough concentration (C (min)) of voriconazole (VCZ) is highly variable and can lead to treatment failure (C (min) < 0.5 mg/L) and toxicity (C (min) ≥ 5.0 mg/L). However, It remains challenging to determine the ideal maintenance dose to achieve the desired C (min) level quickly. AIMS: This randomized, prospective observational single-center study aimed to identify factors affecting VCZ-C (min) and maintenance dose and create an algorithmic model to predict the necessary maintenance dose. MeThe study enrolled 306 adult IFI patients, split into two groups: non-gene-directed (A) (where CYP2C19 phenotype is not involved in determining VCZ dose) and gene-directed (B) (where CYP2C19 phenotype is involved in determining VCZ dose). RESULTS: Results indicated that CYP2C19 genetic polymorphisms might significantly impact VCZ loading and maintenance dose selection. CYP2C19 phenotype, C-reaction protein (CRP), and average daily dose/body weight were significant influencers on VCZ-C (min), while CYP2C19 phenotype, CRP, and body weight significantly impacted VCZ maintenance dose. A feasible predictive formula for VCZ stable maintenance dose was derived from the regression equation as a maintenance dose (mg) =282.774-0.735×age (year)+2.946×body weight(Kg)-19.402×CYP2C19 phenotype (UM/RM/NM:0, IM:1, PM:2)-0.316×CRP (mg/L) (p < 0.001). DISCUSSION: DiThis formula may serve as a valuable supplement to the Clinical Pharmacogenetics Implementation Consortium (CPIC(®)) guideline for CYP2C19 and VCZ therapy, especially for IFI patients with highly variable inflammatory cytokines during VCZ therapy.
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spelling pubmed-104102752023-08-10 Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study Zhou, Lijuan Li, Min Li, Huihong Guo, Zhiqiang Gao, Yanqiu Zhang, Hua Qin, Fuli Sang, Zhihui Xing, Qinghe Cheng, Long Cao, Wei Front Cell Infect Microbiol Cellular and Infection Microbiology BACKGROUND: In patients with invasive fungal infection (IFI), the steady-state serum trough concentration (C (min)) of voriconazole (VCZ) is highly variable and can lead to treatment failure (C (min) < 0.5 mg/L) and toxicity (C (min) ≥ 5.0 mg/L). However, It remains challenging to determine the ideal maintenance dose to achieve the desired C (min) level quickly. AIMS: This randomized, prospective observational single-center study aimed to identify factors affecting VCZ-C (min) and maintenance dose and create an algorithmic model to predict the necessary maintenance dose. MeThe study enrolled 306 adult IFI patients, split into two groups: non-gene-directed (A) (where CYP2C19 phenotype is not involved in determining VCZ dose) and gene-directed (B) (where CYP2C19 phenotype is involved in determining VCZ dose). RESULTS: Results indicated that CYP2C19 genetic polymorphisms might significantly impact VCZ loading and maintenance dose selection. CYP2C19 phenotype, C-reaction protein (CRP), and average daily dose/body weight were significant influencers on VCZ-C (min), while CYP2C19 phenotype, CRP, and body weight significantly impacted VCZ maintenance dose. A feasible predictive formula for VCZ stable maintenance dose was derived from the regression equation as a maintenance dose (mg) =282.774-0.735×age (year)+2.946×body weight(Kg)-19.402×CYP2C19 phenotype (UM/RM/NM:0, IM:1, PM:2)-0.316×CRP (mg/L) (p < 0.001). DISCUSSION: DiThis formula may serve as a valuable supplement to the Clinical Pharmacogenetics Implementation Consortium (CPIC(®)) guideline for CYP2C19 and VCZ therapy, especially for IFI patients with highly variable inflammatory cytokines during VCZ therapy. Frontiers Media S.A. 2023-07-26 /pmc/articles/PMC10410275/ /pubmed/37565064 http://dx.doi.org/10.3389/fcimb.2023.1157944 Text en Copyright © 2023 Zhou, Li, Li, Guo, Gao, Zhang, Qin, Sang, Xing, Cheng and Cao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
Zhou, Lijuan
Li, Min
Li, Huihong
Guo, Zhiqiang
Gao, Yanqiu
Zhang, Hua
Qin, Fuli
Sang, Zhihui
Xing, Qinghe
Cheng, Long
Cao, Wei
Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
title Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
title_full Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
title_fullStr Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
title_full_unstemmed Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
title_short Establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
title_sort establishment of a mathematical prediction model for voriconazole stable maintenance dose: a prospective study
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410275/
https://www.ncbi.nlm.nih.gov/pubmed/37565064
http://dx.doi.org/10.3389/fcimb.2023.1157944
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