Establishment and validation of a predictive nomogram for voriconazole-associated liver injury in lung transplant patients.

IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY
Wenwen Du, Wenqian Chen, Dan Zhang, Shu Li, Bo Li, Xianbo Zuo, Pengmei Li, Xiaoxing Wang
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引用次数: 0

Abstract

Introduction: Voriconazole serves as a cornerstone antifungal therapy for lung transplant (LTx) patients; however, its use is associated with a notable risk of hepatotoxicity.

Aim: This study aimed to identify potential prognostic factors and develop a robust prediction nomogram for voriconazole-associated liver injury (VALI) in this population.

Method: This retrospective observational study included 97 LTx patients treated with voriconazole between 2017 and 2024. Patients were randomly divided into a training cohort and a validation cohort, with a ratio of 75:25. Voriconazole blood concentrations were measured, and genetic polymorphisms related to voriconazole metabolism were analyzed. Potential prognostic factors associated with VALI were identified by using univariate and multivariate Cox proportional hazard models. The nomogram was evaluated by C-index, calibration curve and clinical utility.

Results: The overall incidence of VALI was 30.9%. In the multivariate analysis, voriconazole concentration (HR 1.318, 95% CI 1.052-1.650, p = 0.016), voriconazole dose (HR 1.005, 95% CI 1.001-1.008, p = 0.006), concomitant mycophenolate mofetil (MMF) use (HR 0.320, 95% CI 0.116-0.885, p = 0.028), and rs4244285 polymorphism (HR 2.466, 95% CI 0.936-6.498, p = 0.068) were identified as independent predictive factors for VALI. The C-indexes of the nomogram were 0.807 (95% CI 0.725-0.889) for the training cohort and 0.82 (95% CI 0.681-0.959) for the validation cohort. Furthermore, the nomogram demonstrated excellent calibration and clinical applicability. Receiver operating characteristic (ROC) curve analysis determined the voriconazole cut-off trough concentration for hepatotoxicity stratified by MMF use. Stratified analysis indicated that the optimal voriconazole trough thresholds for minimizing VALI risk were 2.8 ng/mL in MMF users (AUC 0.769, p < 0.001) and 2.6 ng/mL in non-users (AUC 0.795, p = 0.011).

Conclusion: This study highlights the significance of therapeutic drug monitoring for voriconazole in stratifying the risk probability of VALI among LTx patients. Additionally, we have established a predictive nomogram to aid clinicians and pharmacists in assessing the likelihood of VALI following voriconazole administration in this patient population. However, before clinical implementation, external validation in independent cohorts and prospective utility studies are imperative to confirm the generalizability and clinical efficacy of this model.

肺移植患者伏立康唑相关肝损伤预测图的建立和验证。
伏立康唑可作为肺移植(LTx)患者的基础抗真菌治疗;然而,它的使用与显著的肝毒性风险相关。目的:本研究旨在确定该人群中伏立康唑相关肝损伤(VALI)的潜在预后因素并建立可靠的预测图。方法:本回顾性观察研究纳入2017 - 2024年间使用伏立康唑治疗的97例LTx患者。患者随机分为训练组和验证组,比例为75:25。测定伏立康唑血药浓度,分析与伏立康唑代谢相关的遗传多态性。使用单变量和多变量Cox比例风险模型确定与VALI相关的潜在预后因素。采用c指数、标定曲线和临床应用评价nomogram。结果:VALI的总发生率为30.9%。在多因素分析中,伏立康唑浓度(HR 1.318, 95% CI 1.052 ~ 1.650, p = 0.016)、伏立康唑剂量(HR 1.005, 95% CI 1.001 ~ 1.008, p = 0.006)、同时使用霉酚酸酯(MMF) (HR 0.320, 95% CI 0.116 ~ 0.885, p = 0.028)和rs4244285多态性(HR 2.466, 95% CI 0.936 ~ 6.498, p = 0.068)被确定为VALI的独立预测因素。训练组c -指数为0.807 (95% CI 0.725-0.889),验证组c -指数为0.82 (95% CI 0.681-0.959)。此外,图显示了良好的校准和临床适用性。受试者工作特征(ROC)曲线分析确定了伏立康唑按MMF使用分层的肝毒性切断谷浓度。分层分析显示,MMF使用者中voriconazole最低VALI风险谷阈值为2.8 ng/mL (AUC 0.769, p)。结论:本研究突出了voriconazole治疗药物监测对LTx患者VALI风险概率分层的意义。此外,我们还建立了一种预测图,以帮助临床医生和药剂师评估伏立康唑在该患者群体中治疗后发生VALI的可能性。然而,在临床应用之前,必须在独立队列和前瞻性效用研究中进行外部验证,以确认该模型的普遍性和临床疗效。
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来源期刊
CiteScore
4.10
自引率
8.30%
发文量
131
审稿时长
4-8 weeks
期刊介绍: The International Journal of Clinical Pharmacy (IJCP) offers a platform for articles on research in Clinical Pharmacy, Pharmaceutical Care and related practice-oriented subjects in the pharmaceutical sciences. IJCP is a bi-monthly, international, peer-reviewed journal that publishes original research data, new ideas and discussions on pharmacotherapy and outcome research, clinical pharmacy, pharmacoepidemiology, pharmacoeconomics, the clinical use of medicines, medical devices and laboratory tests, information on medicines and medical devices information, pharmacy services research, medication management, other clinical aspects of pharmacy. IJCP publishes original Research articles, Review articles , Short research reports, Commentaries, book reviews, and Letters to the Editor. International Journal of Clinical Pharmacy is affiliated with the European Society of Clinical Pharmacy (ESCP). ESCP promotes practice and research in Clinical Pharmacy, especially in Europe. The general aim of the society is to advance education, practice and research in Clinical Pharmacy . Until 2010 the journal was called Pharmacy World & Science.
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