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PharmVar GeneFocus: CYP4F2 PharmVar GeneFocus:CYP4F2。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-13 DOI: 10.1002/cpt.3405
Pablo Zubiaur, Cristina Rodríguez-Antona, Erin C. Boone, Ann K. Daly, Evangelia Eirini Tsermpini, Lubna Q. Khasawneh, Katrin Sangkuhl, Jorge Duconge, Mariana R. Botton, Jessica Savieo, Charity Nofziger, Michelle Whirl-Carrillo, Teri E. Klein, Andrea Gaedigk

The Pharmacogene Variation Consortium (PharmVar) serves as a global repository providing star (*) allele nomenclature for the polymorphic human CYP4F2 gene. CYP4F2 genetic variation impacts the metabolism of vitamin K, which is associated with warfarin dose requirements, and the metabolism of drugs, such as imatinib or fingolimod, and certain endogenous compounds including vitamin E and eicosanoids. This GeneFocus provides a comprehensive overview and summary of CYP4F2 genetic variation including the characterization of 14 novel star alleles, CYP4F2*4 through *17. A description of how haplotype information cataloged by PharmVar is utilized by the Pharmacogenomics Knowledgebase (PharmGKB) and the Clinical Pharmacogenetics Implementation Consortium (CPIC) is also provided.

药物基因变异联盟(PharmVar)是一个全球资料库,提供多态人类 CYP4F2 基因的星形(*)等位基因命名法。CYP4F2 基因变异会影响维生素 K 的代谢(这与华法林的剂量要求有关)以及药物(如伊马替尼或芬戈莫德)和某些内源性化合物(包括维生素 E 和二十酸)的代谢。本基因聚焦全面概述和总结了 CYP4F2 的遗传变异,包括 14 个新型星等位基因(CYP4F2*4 至 *17)的特征。此外,还介绍了药物基因组学知识库 (PharmGKB) 和临床药物基因组学实施联盟 (CPIC) 如何利用 PharmVar 编录的单倍型信息。
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引用次数: 0
Exposure Matching-Based Pediatric Dose Selection for Drugs with Renal Excretion – Lessons Learned from Pediatric Development of Direct Oral Anticoagulants 基于暴露匹配的肾脏排泄药物儿科剂量选择--从直接口服抗凝剂的儿科开发中汲取的经验教训。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-13 DOI: 10.1002/cpt.3396
Peng Zou, Tarek A. Leil

The pediatric clinical development programs of the direct oral anticoagulants (DOACs) edoxaban, rivaroxaban, and dabigatran have recently been completed, with apixaban close to the finish line. One common pharmacokinetic (PK) characteristic of these four DOACs is that renal excretion contributes 27% or more in their elimination, resulting in age-dependent drug clearance in both pediatric and adult subjects. Several lessons have been learned from adult exposure matching and pediatric dose selection for DOACs. The main goal of this tutorial is to provide an informed perspective on pediatric dose selection for renally excreted drugs, using these four DOACs as case examples. This tutorial is organized into seven steps: (1) consideration of age-related differences in disease and response to treatment; (2) consideration of age-related differences in drug absorption, distribution, metabolism, and excretion; (3) selection of the reference adult population and exposure for pediatric exposure matching; (4) prediction of pediatric clearance and pediatric dose selection based on data from young adults; (5) conduct and design of efficient pediatric PK and pharmacodynamic (PD) studies that inform dose selection; (6) assessment of exposure matching and dose adjustment using population PK simulation; (7) evaluation of the need for dose adjustment in pediatric sub-populations.

直接口服抗凝血剂(DOACs)依多沙班、利伐沙班和达比加群的儿科临床开发项目已于近期完成,阿哌沙班也接近尾声。这四种 DOACs 的一个共同药代动力学(PK)特征是,肾脏排泄占其消除的 27% 或更多,这导致儿童和成人受试者的药物清除率与年龄有关。我们从 DOACs 的成人暴露匹配和儿科剂量选择中汲取了一些经验教训。本教程的主要目的是以这四种 DOACs 为例,从知情的角度介绍肾脏排泄药物的儿科剂量选择。本教程分为七个步骤:(1) 考虑疾病和治疗反应中与年龄相关的差异;(2) 考虑药物吸收、分布、代谢和排泄中与年龄相关的差异;(3) 为儿科暴露匹配选择参考成人人群和暴露量;(4) 根据年轻成人的数据预测儿科清除率和选择儿科剂量;(5) 开展和设计高效的儿科 PK 和药效学(PD)研究,为剂量选择提供依据;(6) 利用群体 PK 模拟评估暴露匹配和剂量调整;(7) 评估儿科亚群的剂量调整需求。
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引用次数: 0
Item Response Theory Quantifies the Relationship Between Improvements in Serum Phosphate and Patient-Reported Outcomes in Adults With X-Linked Hypophosphatemia 项目反应理论量化了 X-连锁低磷血症成人血清磷酸盐改善与患者自述结果之间的关系。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-12 DOI: 10.1002/cpt.3406
Krina Mehta, Nathalie H. Gosselin, Karl Insogna, Olivier Barriere, Emilia Quattrocchi, Matthew W. Hruska, Douglas Marsteller

Burosumab is indicated for treatment of a rare bone disease, X-linked hypophosphatemia (XLH). The aim of this analysis was to evaluate the relationship between a treatment response biomarker and patient-reported outcomes (PROs). Longitudinal data for PROs were obtained from adults with XLH from a phase III study. Individual rich time profiles of the biomarker, serum phosphate were simulated using a prior population pharmacokinetic-pharmacodynamic model to calculate serum phosphate exposure metrics for each 28-day treatment cycle, which were then merged with PROs data. Item response theory parameters were first estimated to map a latent variable, ψ, that is, disability score, relative to baseline. Next, the relationships between serum phosphate exposures and ψ were modeled using a nonlinear mixed-effect (NLME) modeling approach. A combined item response theory–NLME model with average serum phosphate as a predictor of ψ described PROs data well. The model estimates suggested 28%, 31%, and 25% reduction in Western Ontario and McMaster Universities Osteoarthritis Index, brief pain inventory, and brief fatigue inventory scores, respectively, with every unit increase in average serum phosphate from the lower limit of normal (2.5 mg/dL). Additionally, a time effect of ~ 0.08% improvements each week was estimated. The analysis suggested that burosumab treatment-induced improvements in serum phosphate levels are associated with improvements in PROs in adults with X-linked hypophosphatemia. The analyses confirmed the importance of prolonged serum phosphate level correction in adult patients with XLH. These results can be useful to guide the design of further studies and to design treatment optimization strategies.

布罗苏单抗适用于治疗一种罕见的骨病--X连锁低磷血症(XLH)。这项分析旨在评估治疗反应生物标志物与患者报告结果(PROs)之间的关系。我们从一项三期研究中获得了XLH成人患者的PROs纵向数据。使用先验的群体药代动力学-药效学模型模拟了生物标记物血清磷酸盐的个体丰富时间曲线,以计算每个 28 天治疗周期的血清磷酸盐暴露指标,然后将其与患者报告结果数据合并。首先对项目反应理论参数进行估计,以绘制相对于基线的潜在变量ψ,即残疾评分。然后,使用非线性混合效应(NLME)建模方法对血清磷酸盐暴露与ψ之间的关系进行建模。以平均血清磷酸盐作为ψ的预测因子的项目反应理论-NLME组合模型很好地描述了PROs数据。模型估计结果表明,平均血清磷酸盐从正常值下限(2.5 毫克/分升)每增加一个单位,西安大略和麦克马斯特大学骨关节炎指数、简短疼痛清单和简短疲劳清单得分分别降低 28%、31% 和 25%。此外,据估计,每周的时间效应约为 0.08%。分析表明,布罗苏单抗治疗引起的血清磷酸盐水平的改善与X连锁低磷酸盐血症成人患者PROs的改善有关。分析结果证实了延长XLH成人患者血清磷酸盐水平校正时间的重要性。这些结果有助于指导进一步研究的设计和治疗优化策略的设计。
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引用次数: 0
Model-informed Evidence for Clinical Non-inferiority of Every-2-Weeks Versus Standard Weekly Dosing Schedule of Cetuximab in Metastatic Colorectal Cancer 西妥昔单抗每两周给药一次与标准每周给药一次在转移性结直肠癌中的临床非劣效性的模型信息证据
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-12 DOI: 10.1002/cpt.3345
Ana-Marija Milenković-Grišić, Siobhán Hayes, Colm Farrell, Yoshihiro Kuroki, Mauro Bertolino, Karthik Venkatakrishnan, Pascal Girard

Cetuximab was initially developed and approved as a first-line treatment in patients with unresectable metastatic colorectal cancer (mCRC) for weekly administration (250 mg/m2 Q1W with 400 mg/m2 loading dose). An every-2-weeks schedule (500 mg/m2 Q2W) was approved recently by several health authorities. Being synchronized with chemotherapy, Q2W administration should improve patients' convenience and healthcare resource utilization. Herein, we present evidence of non-inferiority of Q2W cetuximab, compared with Q1W dosing using pharmacometrics modeling and clinical trial simulation (CTS). Pooled data from five phase I–III clinical trials in 852 patients with KRAS wild-type mCRC treated with Q1W or Q2W cetuximab were modeled using a population exposure–tumor size (TS) model linked to overall survival (OS); exposure was derived from a previously established population pharmacokinetic model. A semi-mechanistic TS model adapted from the Claret model incorporated killing rate proportional to cetuximab area under the concentration-time curve over 2 weeks (AUC) with Eastern Cooperative Oncology Group (ECOG) status as covariate on baseline TS. The OS was modeled with Weibull hazard using ECOG, baseline TS, primary tumor location, and predicted percent change in TS at 8 weeks as covariates. Model-based simulations revealed indistinguishable early tumor shrinkage and survival between Q2W vs. Q1W cetuximab. CTS evaluated OS non-inferiority (predefined margin of 1.25) in 1,000 trials, each with 2,000 virtual patients receiving Q2W or Q1W cetuximab (1:1), and demonstrated non-inferiority in 94% of cases. Taken together, these analyses provide model-based evidence for clinical non-inferiority of Q2W vs. Q1W cetuximab in mCRC with potential benefits to patients and healthcare providers.

西妥昔单抗最初被开发并批准作为不可切除转移性结直肠癌(mCRC)患者的一线治疗药物,每周给药(250 毫克/平方米 Q1W,400 毫克/平方米负荷剂量)。最近,一些卫生机构批准了每两周一次的用药计划(500 毫克/平方米 Q2W)。Q2W与化疗同步进行,应能提高患者的便利性和医疗资源的利用率。在此,我们通过药物计量学建模和临床试验模拟(CTS),证明西妥昔单抗 Q2W 给药与 Q1W 给药相比无劣效性。我们使用与总生存期(OS)相关的群体暴露-肿瘤大小(TS)模型,对来自五项 I-III 期临床试验的 852 名 KRAS 野生型 mCRC 患者接受 Q1W 或 Q2W 西妥昔单抗治疗的汇总数据进行了建模;暴露量来自之前建立的群体药代动力学模型。半机制 TS 模型改编自 Claret 模型,纳入了与西妥昔单抗 2 周内浓度-时间曲线下面积(AUC)成比例的杀伤率,并将东部合作肿瘤学组(ECOG)状态作为基线 TS 的协变量。OS 采用 Weibull 危险模型,以 ECOG、基线 TS、原发肿瘤位置和 8 周时 TS 的预测变化百分比作为协变量。基于模型的模拟显示,Q2W 与 Q1W 西妥昔单抗的早期肿瘤缩小率和生存率无差别。CTS 在 1,000 项试验中评估了 OS 非劣效性(预定义差为 1.25),每项试验有 2,000 名虚拟患者接受 Q2W 或 Q1W 西妥昔单抗治疗(1:1),结果显示 94% 的病例具有非劣效性。综上所述,这些分析为 Q2W 与 Q1W 西妥昔单抗在 mCRC 中的临床非劣效性提供了基于模型的证据,并为患者和医疗服务提供者带来了潜在的益处。
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引用次数: 0
Questioning the Design of Non-Inferiority Trials: The Strange Case for Therapeutic Drug Monitoring Absence in Phase III Trials. 质疑非劣效性试验的设计:第三阶段试验中治疗药物监测缺失的奇怪案例》。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-09 DOI: 10.1002/cpt.3408
Florian Lemaitre, Sébastien Lalanne, Marie-Clémence Verdier
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引用次数: 0
The Value of Clinical Pharmacogenomic Guidelines That Recommend Standard of Care Over Genotype-Based Prescribing 临床药物基因组学指南的价值在于推荐标准治疗而非基于基因型的处方。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-08 DOI: 10.1002/cpt.3401
Roseann S. Donnelly, Michelle Whirl-Carrillo, Teri E. Klein, Kelly E. Caudle
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引用次数: 0
The Effect of Low-Dose Colchicine on the Phenotype and Function of Neutrophils and Monocytes in Patients with Chronic Coronary Artery Disease: A Double-Blind Randomized Placebo-Controlled Cross-Over Study 小剂量秋水仙碱对慢性冠心病患者中性粒细胞和单核细胞表型和功能的影响:双盲随机安慰剂对照交叉研究》。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-08 DOI: 10.1002/cpt.3394
Helin Tercan, Amber van Broekhoven, Harsh Bahrar, Tjerk Opstal, Benjamin C. Cossins, Nils Rother, Laura Rodwell, Siroon Bekkering, Saloua El Messaoudi, Niels P. Riksen, Jan H. Cornel

Recent landmark trials showed that colchicine provides a substantial benefit in reducing major cardiovascular events in patients with coronary artery disease. Yet, its exact mechanism of action is still poorly understood. This study aimed to unravel the effect of colchicine on monocyte and neutrophil phenotype and function. A randomized double-blind placebo-controlled cross-over intervention study was executed in patients with a history of myocardial infarction. In neutrophils, colchicine treatment decreased CD62L expression and NGAL release upon ex vivo stimulation and increased PMA-induced ROS production. The effects of colchicine on monocytes were limited to a decrease in HLA-DR expression in the intermediate and nonclassical monocytes. Also, on the level of RNA expression, colchicine did not affect monocyte phenotype, while affecting various immunomodulating genes in neutrophils. Overall, our study suggests that treatment with colchicine affects neutrophil function, particularly by reducing neutrophil recruitment, lowering concentrations of NGAL, and changing the expression of various genes with immunomodulatory potential, whereas the effect on monocytes is limited.

最近进行的具有里程碑意义的试验表明,秋水仙碱在减少冠状动脉疾病患者的主要心血管事件方面大有裨益。然而,人们对其确切的作用机制仍知之甚少。本研究旨在揭示秋水仙碱对单核细胞和中性粒细胞表型和功能的影响。在有心肌梗死病史的患者中开展了一项随机双盲安慰剂对照交叉干预研究。在中性粒细胞中,秋水仙碱治疗可减少体内外刺激时 CD62L 的表达和 NGAL 的释放,并增加 PMA 诱导的 ROS 的产生。秋水仙碱对单核细胞的影响仅限于减少中性和非典型单核细胞的 HLA-DR 表达。此外,在 RNA 表达水平上,秋水仙碱不影响单核细胞表型,但影响中性粒细胞的各种免疫调节基因。总之,我们的研究表明,秋水仙碱会影响中性粒细胞的功能,特别是通过减少中性粒细胞的募集、降低 NGAL 的浓度和改变各种具有免疫调节潜能的基因的表达,而对单核细胞的影响是有限的。
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引用次数: 0
Pharmacogenomic Prescribing Guidelines: Are They Always Useful? 药物基因组处方指南:它们总是有用吗?
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-05 DOI: 10.1002/cpt.3403
Magnus Ingelman-Sundberg
<p> <b>An extensive review of the literature exploring the relationship between beta-blocker response and genetic variants associated with six polymorphic genes, culminating in a comprehensive guideline exceeding 130 pages for the clinical use of beta-blockers, is published in this issue of CPT. However, the authors found no genetically related significant effects warranting clinical guidance. This commentary questions the necessity of pharmacogenomic guidelines in such instances and advocates for shorter targeted easily understandable guidelines focused on phenotypes with clear clinical relevance useful in various healthcare settings.</b> </p><p>Pharmacogenomics is still largely in its infancy. Currently, we possess only about 30–40% understanding of the genetic inheritance basis relevant to pharmacogenomics. Many rare diseases are caused by mutations in regulatory gene regions, and recent evidence shows that a significant portion of important SNP-dependent regulation of clinically important CYPs is located within a 1 Mb distance from the gene. This indicates that much more information is required before we can enhance the clinical applicability of pharmacogenomic predictions.</p><p>In oncology, our knowledge of clinically meaningful pharmacogenomic applications for predicting drug response is more advanced. However, in other areas such as cardiovascular disease, the gene–drug pair clopidogrel-CYP2C19 is one of the few with some, albeit limited, clinical utilities.<span><sup>1, 2</sup></span> </p><p>In the study by Duarte et al.,<span><sup>3</sup></span> the authors conducted a thorough and high-quality literature investigation of the relationship between beta-blocker exposure and response in relation to the distribution of genetic variants of <i>CYP2D6, ADRB1, ADRB2, ADRA2C, GRK4</i>, and <i>GRK5</i>. Their survey found that after treatment with metoprolol, a decrease in heart rate by 3–8 beats per minute more in CYP2D6-PMs than in CYP2D6-NMs appeared to occur, whereas no significant CYP2D6-related effects were observed after treatment with other beta-blockers such as carvedilol, propranolol, labetalol, and nebivolol. On this basis, the authors provide an extensive guideline with therapeutic recommendations regarding the genetically predicted CYP2D6 metabolizer status and metoprolol therapy.</p><p>This raises questions about the cost–benefit impact of pharmacogenomic guidelines on clinical practice and metoprolol treatment in particular. The value of pharmacogenomics lies in identifying relevant gene–drug pairs where genetic variants cause clinically significant interindividual differences in drug response and side effects. When these pairs are clinically applicable and beneficial for patients, regulatory guidelines are essential to assist healthcare providers. However, in the case of beta-blocker action, such relationships are virtually absent,<span><sup>4-6</sup></span> making regulatory guidelines of less
6 根据 CPIC 和 DPWG 指南,在 54 种存在可操作的基因-药物相互作用的药物中,只有 50% 的相应 SmPCs 或药物标签包含可操作的药物基因组学信息。在这 54 种药物中,只有 10 种(18%)的 FDA、EMA/FM、CPIC 和 DPWG 建议是一致的。此外,我们还检查了另外 450 种没有 CPIC 或 DPWG 建议的药物,根据 FDA 和/或 EMA/FM 的规定,确定了 126 种药物的遗传学标签具有可操作性。对于这 126 种药物和 54 种原始药物,FDA 和 EMA/FM 在可用药物基因组标签方面的一致率仅为 54%。这些差异削弱了药物基因组咨询的临床重要性,主要原因是许多已发表研究的科学和临床基础薄弱。这些问题可能与以下因素有关:(i) 研究动力不足;(ii) 所研究的药物基因对选择不相关;(iii) 开放标签临床试验导致明显的安慰剂效应;(iv) 疾病分类不统一;(v) 研究数量不足。因此,提出的许多结论都无法重复。此外,该领域的许多荟萃分析也不够均匀,例如在(i) 药物浓度、(ii) 药物选择、(iii) 治疗时机和(iv) 最初的病理生理学定义方面(参见参考文献 [9])。显然,更多有意义的分层临床试验应能促使权威机构之间达成更多共识,这将极大地改善药物基因组学药物标签在临床实践中的实施。在这方面,美国食品及药物管理局(FDA)有一个有趣的网站10 ,其中列出了与药物遗传学相关的基因-药物配对:(i) 治疗管理建议,(ii) 对安全性或反应的影响,(iii) 对药物动力学特性的影响。FDA 提供的这些药物基因组关联涉及药物代谢酶的基因变异、基因转运体以及与某些不良事件易感性相关的基因变异。有趣的是,在第 1 组的 124 个药物基因组生物标志物中,有 70% 只与 CYP2C9、CYP2C19 或 CYP2D6 基因的遗传变异有关,63% 的生物标志物与中枢神经系统或肿瘤治疗领域有关,只有普罗帕酮和华法林与心血管领域有关。11 对于药物基因组学领域的科学家来说,在大多数欧美国家,药物基因组学信息在常规临床实践中的应用显然还不够成熟或利用不足。更多针对临床医生常规护理的清晰、简明指南将改善未来的实施情况。在这种情况下,重要的是要将这些指南局限于与影响药物反应和不良事件个体间变异性的其他因素相比,遗传方面确实具有重大影响的情况,即只关注导致 PM 或 UM 表型的相关遗传变异(见图 1)。这些指南主要针对该领域的专业人士,其中许多人是该领域的利益相关者--生物技术行业的专业人士。然而,如前所述,目前还缺乏纯粹以临床为背景、涵盖不同治疗领域药物基因组学最重要部分的指南。可以说,制定需要大量工作且侧重于临床相关性有限或没有临床相关性的药物疗法的指南是在浪费时间。然而,未来与不同治疗领域的医生密切合作制定并定期更新的有针对性的指南将有利于药物基因组学在医疗保健领域的应用,并带来更具成本效益和更个体化的药物治疗。
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引用次数: 0
Coproporphyrin-I as a Selective OATP1B Biomarker Can Be Used to Delineate the Mechanisms of Complex Drug–Drug Interactions: Cedirogant Case Study Coproporphyrin-I 作为一种选择性 OATP1B 生物标记物,可用于阐明复杂的药物相互作用机制:Cedirogant 案例研究。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-05 DOI: 10.1002/cpt.3399
Ryota Kikuchi, Yuli Qian, Mohamed Badawi, John P. Savaryn, Shashikanth Gannu, Ann Eldred, Shuai Hao, Ahmed Hamed Salem, Wei Liu, Cheri E. Klein, Mohamed-Eslam F. Mohamed

Cedirogant is an inverse agonist of retinoic acid-related orphan receptor gamma thymus developed for the treatment of chronic plaque psoriasis. Cedirogant induces cytochrome P450 (CYP) 3A4 while inhibiting P-glycoprotein (P-gp), breast cancer resistance protein (BCRP), organic anion transporting polypeptide (OATP) 1B1, and OATP1B3 in vitro. Static drug–drug interactions (DDIs) predictions suggested possible clinical induction of CYP3A4, and inhibition of P-gp, BCRP, and OATP1B1, leading to challenges in interpreting DDI studies between cedirogant and substrates of CYP3A, P-gp, BCRP, and OATP1B1/3. Here the effects of cedirogant on the pharmacokinetics of two statin drugs were investigated in healthy participants. Coproporphyrin-I (CP-I), a selective endogenous OATP1B biomarker, was used to assess the impact of cedirogant on OATP1B. Cedirogant (375 mg once daily) increased rosuvastatin maximum plasma concentration (Cmax) and area under the plasma concentration curve (AUCtau) by 141% and 55%, respectively when co-administered, whereas atorvastatin Cmax increased by 40% with no effect on its AUCtau compared with administration of rosuvastatin/atorvastatin alone. Cedirogant did not increase CP-I exposures, indicating no clinical OATP1B inhibition. The increased rosuvastatin exposure and minimal change in atorvastatin exposure with co-administration of cedirogant is attributed to BCRP inhibition and interplay between P-gp/BCRP inhibition and CYP3A induction, respectively. Correlation analysis with data from two investigational drugs (glecaprevir and flubentylosin) demonstrated that OATP1B1 R-value of > 1.5 and [Cmax,u]/[OATP1B1 IC50] of > 0.1 are associated with > 1.25-fold increase in CP-I Cmax ratio. This demonstrates the utility of CP-I in disentangling mechanisms underlying a complex DDI involving multiple transporters and enzymes and proposes refined criteria for static OATP1B inhibition predictions.

Cedirogant 是维甲酸相关孤儿受体 gamma thymus 的反向激动剂,用于治疗慢性斑块状银屑病。Cedirogant 可诱导细胞色素 P450(CYP)3A4,同时在体外抑制 P-糖蛋白(P-gp)、乳腺癌抗性蛋白(BCRP)、有机阴离子转运多肽(OATP)1B1 和 OATP1B3。静态药物相互作用(DDIs)预测表明,临床上可能会诱导 CYP3A4,并抑制 P-gp、BCRP 和 OATP1B1,这给解释 cedirogant 与 CYP3A、P-gp、BCRP 和 OATP1B1/3 底物之间的 DDI 研究带来了挑战。在此,我们以健康参与者为研究对象,探讨了 cedirogant 对两种他汀类药物药代动力学的影响。Coproporphyrin-I(CP-I)是一种选择性内源性 OATP1B 生物标记物,用于评估 cedirogant 对 OATP1B 的影响。与单独服用罗伐他汀/阿托伐他汀相比,联合服用 Cedirogant(375 毫克,每天一次)可使罗伐他汀的最大血浆浓度(Cmax)和血浆浓度曲线下面积(AUCtau)分别增加 141% 和 55%,而阿托伐他汀的 Cmax 增加 40%,但对其 AUCtau 没有影响。Cedirogant不会增加CP-I的暴露量,这表明它对OATP1B没有临床抑制作用。同时服用西地孕酮会增加罗苏伐他汀的暴露量,而阿托伐他汀的暴露量变化很小,这分别归因于BCRP抑制以及P-gp/BCRP抑制和CYP3A诱导之间的相互作用。与两种在研药物(格列卡韦和氟苯尼考)数据的相关性分析表明,OATP1B1 R 值大于 1.5 和[Cmax,u]/[OATP1B1 IC50] 大于 0.1 与 CP-I Cmax 比值增加大于 1.25 倍相关。这证明了 CP-I 在分解涉及多个转运体和酶的复杂 DDI 潜在机制方面的作用,并提出了静态 OATP1B 抑制预测的改进标准。
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引用次数: 0
Recent Advances Addressing the Challenges of Precision Dosing 应对精准给药挑战的最新进展。
IF 6.3 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-01 DOI: 10.1002/cpt.3365
Iris K. Minichmayr, Tomoyuki Mizuno, Srijib Goswami, Richard W. Peck, Thomas M. Polasek, the American Society of Clinical Pharmacology and Therapeutics Precision Dosing Community
<p>Precision dosing can improve drug therapy in complex, critically ill, and chronically ill patient populations who exhibit vast interindividual variabilities in exposures and responses. This perspective outlines five major challenges in precision dosing and highlights their recent progress: (1) application in drug development, (2) improved clinical trials, (3) usefulness of response biomarkers, (4) confidence in model-informed precision dosing, and (5) receptiveness in clinical practice. Many outstanding opportunities in precision dosing remain within regulatory frameworks, data integration and protection, ethics, and reimbursement strategies.</p><p>Precision dosing is a foundational pillar of personalized medicine. The term has been applied to different dosing strategies aimed at improving outcomes and safety in complex patients displaying substantial interindividual variability in drug exposure and response. Depending on their degree of individualization, various “precision dosing methods” result in dosing recommendations for patient subgroups based on specific indications, genotypes, or patient characteristics like renal function, and/or in more individualized dosing based on measurements obtained during drug treatment, for example, drug concentrations from therapeutic drug monitoring (TDM). In complex situations in which target effect measurement and data interpretation are not straightforward, multiple pieces rather than a single pieces of information are ideally combined for precision dosing, requiring sophisticated predictive models.</p><p>Over the past 5–10 years, precision dosing activities, ranging from dried blood spot analyses of plasma drug concentrations to novel models and educational initiatives fostering better collaboration, have surged, with the goals of benefiting patients, aiding prescribers, saving money, and supporting the development of difficult-to-use drugs. This perspective describes recent advances that address five major challenges of precision dosing (<b>Figure</b> 1), followed by a summary of other challenges with slow progress.</p><p>There are strong economic and logistical reasons to limit the number of test doses studied in clinical development. Despite these challenges, precision dosing may be invaluable in tackling complex drug development scenarios, such as for (1) drugs with narrow therapeutic windows, (2) drugs that can lead to severe adverse effects at otherwise typical doses, (3) drugs used for conditions like cancer that carry serious consequences if undertreated, (4) drugs for treating rare, severe, and progressive diseases, and (5) drugs requiring invasive administration routes, for example, intravitreal or intrathecal.<span><sup>1</sup></span></p><p>Regulatory support is variable, but a successful example of pharma-regulatory collaboration supporting precision dosing is MyPKFit®, a clinical decision support (CDS) tool approved alongside recombinant factor VIII that personalizes dosing in hemophilia A
3 此外,生物传感器技术的最新进展提高了直接和无创测量药物浓度的能力。4 这也延伸到了生物标志物监测领域,例如可提供抗糖尿病药物反应反馈的连续血糖监测贴片的蓬勃发展。在 MIPD 系统中考虑到这些数据,不仅可以依靠 PK 参数(如谷浓度或血浆药物浓度-时间曲线下面积结果,AUC),还可以利用新型 PD 生物标记物和临床或患者相关的治疗结果,为精确给药带来希望。定量系统药理学和疾病建模可提供一个机理框架,用于整合预测疾病进展、治疗反应和药物安全性的 PD 生物标记物。最后,随着从临床试验和真实世界环境中收集和安全存储大量数据的能力不断提高,人工智能和机器学习(AI-ML)在识别与某些临床结果相关的协变量模式方面的重要性日益凸显,最终可为个体患者的最佳用药策略提供依据。目前,不断发展的 MIPD 方法提供了一个框架,可同时整合已知会影响药物暴露和反应的多个患者、药物和疾病相关协变量。人们创造了 "虚拟双胞胎 "和 "数字双胞胎 "这两个术语来描述这种类型的 MIPD。对于目标暴露范围已经确定的药物和研究不足的特殊患者群体(如儿童、孕妇和哺乳期母亲)来说,这种方法尤其具有吸引力,因为在这些患者群体中还没有用药建议,或者还不存在指导用药的群体 PK 模型。开创性工作的例子包括利用极端梯度提升(XGBoost)模型预测他克莫司和霉酚酸的暴露量,以支持免疫抑制剂的精确用药。最近的一项研究表明,基于模拟的数据增强和 PK-PD 模型预测丰富了 ML 模型的特征,增强了 ML 模型对化疗引起的中性粒细胞减少症的预测能力。此外,强化学习也是增强 MIPD 持续学习能力的一种有前途的方法。复杂的用药和监测很难实施,更先进的精确用药方法,包括药物基因组学(PGx)指导用药,往往仅限于少数专科,如血液科、肿瘤科或儿科。此外,精准给药 CDS 工具的成功建立还包括战略规划、与现有工作流程的无缝整合以及持续改进。再加上 FHIR(快速医疗互操作性资源)标准的采用,这些系统可以与主要的电子病历集成,为更广泛的应用铺平了道路。InsightRx 和 DoseMeRx 等公司已经成功展示了这些集成功能,可用于需要 TDM 的已批准药物的 MIPD,包括各种抗菌药、免疫抑制剂和抗癌药。此外,电子病历中的数据范围也在不断扩大,包括各种相关的生物标记物和遗传信息,为 PGx 指导用药提供了便利。这开创了一个先例,即通过专业共识来软化对药物标签的遵守。
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Clinical Pharmacology & Therapeutics
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