Dose selection

剂量选择
  • 文章类型: Journal Article
    剂量优化是药物开发中的关键挑战。历史上,由于肿瘤学的独特特征和要求,肿瘤学的剂量确定与其他非肿瘤学治疗领域有着不同的路径。然而,随着新的药物模式和肿瘤学药物机制的出现,比如免疫疗法,放射性药物,靶向治疗,细胞抑制剂,和其他人,与细胞毒性化疗相比,疗效和毒性的剂量-反应关系可能有很大差异.低于MTD的剂量可能表现出与MTD相似的功效,具有改善的耐受性。类似于在非肿瘤治疗中通常观察到的。因此,肿瘤药物开发的新模式需要剂量优化的替代策略.本文探讨了从非肿瘤学到肿瘤学的剂量发现方法的历史演变,突出例子并总结变化的潜在驱动因素。随后,提供了实用的框架和指导,以说明如何将剂量优化纳入开发计划的各个阶段。我们提供以下一般建议:1)第一阶段的目标是确定剂量范围而不是单个MTD剂量,以便随后开发,以更好地表征剂量范围内的安全性和耐受性。2)推荐至少两种可通过PK分离的剂量用于II期的剂量优化。3)理想情况下,在开展验证性研究之前,应进行剂量优化。然而,创新设计,如无缝II/III设计可以用于剂量选择,并可能加速药物开发计划。
    Dose optimization is a critical challenge in drug development. Historically, dose determination in oncology has followed a divergent path from other non-oncology therapeutic areas due to the unique characteristics and requirements in Oncology. However, with the emergence of new drug modalities and mechanisms of drugs in oncology, such as immune therapies, radiopharmaceuticals, targeted therapies, cytostatic agents, and others, the dose-response relationship for efficacy and toxicity could be vastly varied compared to the cytotoxic chemotherapies. The doses below the MTD may demonstrate similar efficacy to the MTD with an improved tolerability profile, resembling what is commonly observed in non-oncology treatments. Hence, alternate strategies for dose optimization are required for new modalities in oncology drug development. This paper delves into the historical evolution of dose finding methods from non-oncology to oncology, highlighting examples and summarizing the underlying drivers of change. Subsequently, a practical framework and guidance are provided to illustrate how dose optimization can be incorporated into various stages of the development program. We provide the following general recommendations: 1) The objective for phase I is to identify a dose range rather than a single MTD dose for subsequent development to better characterize the safety and tolerability profile within the dose range. 2) At least two doses separable by PK are recommended for dose optimization in phase II. 3) Ideally, dose optimization should be performed before launching the confirmatory study. Nevertheless, innovative designs such as seamless II/III design can be implemented for dose selection and may accelerate the drug development program.
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  • 文章类型: Journal Article
    我们先前在ZIK-101阶段研究(NCT03343626)中报道了三种剂量(2、5和10µg)的纯化灭活寨卡病毒疫苗(PIZV或TAK-426)的首次人体评估。这里,我们报告了基于扩展安全性和免疫原性数据(接种后6个月)的剂量选择,并讨论了注意事项(例如,免疫学,历史,黄病毒免疫交叉反应),用于选择寨卡病毒(ZIKV)疫苗剂量制剂。在第一次中期分析时进行了TAK-426剂量选择,并基于黄病毒初治(PD2剂量后≥28天)和黄病毒初治参与者(PD1剂量≥28天)的累积安全性数据,以及仅来自黄病毒初治参与者的免疫原性数据(在28天PD1和28天PD2)。将TAK-426接受者的安全性与安慰剂接受者进行比较。通过中和抗ZIKV抗体的几何平均滴度比和血清转化率的差异来评估免疫原性。三种TAK-426剂量之间的安全性没有显着差异。10μg剂量提供了最早和最强的免疫反应(在黄病毒初治参与者中具有接近100%的血清转化和更高的抗体滴度PD1),并且在未感染黄病毒和感染黄病毒的参与者中均具有良好的耐受性和可接受的安全性;选择该剂量用于进一步开发。
    We previously reported the first-in-human assessment of three doses (2, 5, and 10 µg) of purified inactivated Zika virus vaccine (PIZV or TAK-426) in the Phase 1 ZIK-101 study (NCT03343626). Here, we report dose selection based on extended safety and immunogenicity data (6 months post-vaccination) and discuss considerations (e.g., immunological, historic, flavivirus immunological cross-reactions) for selecting a Zika virus (ZIKV) vaccine dose formulation. TAK-426 dose selection was conducted at the first interim analysis, and was based on cumulative safety data from both flavivirus-naïve (up to ≥28 days post-dose PD2) and flavivirus-primed participants (up to ≥28 days PD1), and on immunogenicity data from flavivirus-naïve participants only (at 28 days PD1 and 28 days PD2). The safety profile from TAK-426 recipients was compared to placebo recipients. Immunogenicity was assessed by geometric mean titer ratios of neutralizing anti-ZIKV antibodies and differences in seroconversion rates. There was no significant difference in safety between the three TAK-426 doses. The 10 μg dose provided the earliest and strongest immune response (with close to 100% seroconversion and higher antibody titers PD1 in flavivirus-naïve participants), and was well tolerated with acceptable safety profiles in both flavivirus-naïve and flavivirus-primed participants; this dose was selected for further development.
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  • 文章类型: Journal Article
    达托霉素在耐甲氧西林金黄色葡萄球菌感染的治疗中越来越重要。然而,在危重患者中,达托霉素的剂量选择仍然不确定,尤其是中国患者。本研究旨在建立达托霉素在危重患者体内的群体药代动力学,优化临床管理计划,并为中国危重患者推荐合适的剂量。该研究包括64名危重患者。在指定的时间收集血样。使用经验证的液相色谱-串联质谱法测定血液达托霉素浓度。将非线性混合效应模型应用于达托霉素的群体药代动力学分析和蒙特卡罗模拟。结果显示达托霉素在危重成年汉族患者中的两室群体药代动力学模型。蒙特卡洛模拟显示,每日400mg达托霉素的剂量不足以使大多数危重成年患者达到抗感染目标。对于肾功能正常的危重成人患者(肌酐清除率>90mL/min),当每日剂量增加至700mg时,达到目标的概率仅达到90%.对于接受连续性肾脏替代治疗(CRRT)的患者,在大多数患者中,24小时给药500mg符合药效学目标,并且未超过安全阈值。因此,考虑到它的有效性和安全性,静脉注射达托霉素剂量最好根据肌酐清除率,对于患有高血压的危重患者,建议增加剂量。对于接受CRRT的患者,建议每隔24小时服药。
    Daptomycin is gaining prominence for the treatment of methicillin-resistant Staphylococcus aureus infections. However, the dosage selection for daptomycin in critically ill patients remains uncertain, especially in Chinese patients. This study aimed to establish the population pharmacokinetics of daptomycin in critically ill patients, optimize clinical administration plans, and recommend appropriate dosage for critically ill patients in China. The study included 64 critically ill patients. Blood samples were collected at the designated times. The blood daptomycin concentration was determined using validated liquid chromatography-tandem mass spectrometry. A nonlinear mixed-effects model was applied for the population pharmacokinetic analysis and Monte Carlo simulations of daptomycin. The results showed a two-compartment population pharmacokinetic model of daptomycin in critically ill adult Han Chinese patients. Monte Carlo simulations revealed that a daily dose of 400 mg of daptomycin was insufficient for the majority of critically ill adult patients to achieve the anti-infective target. For critically ill adult patients with normal renal function (creatinine clearance rate >90 mL/min), the probability of achieving the target only reached 90% when the daily dose was increased to 700 mg. For patients undergoing continuous renal replacement therapy (CRRT), 24 h administration of 500 mg met the pharmacodynamic goals and did not exceed the safety threshold in most patients. Therefore, considering its efficacy and safety, intravenous daptomycin doses are best scaled according to creatinine clearance, and an increased dose is recommended for critically ill patients with hyperrenalism. For patients receiving CRRT, medication is recommended at 24 h intervals.
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  • 文章类型: Journal Article
    目的:术中胆管损伤是腹腔镜胆囊切除术(LC)的重要并发症。近红外荧光胆管造影(NIFC)可以减少这种并发症。因此,确定最佳吲哚菁绿(ICG)剂量对有效的NIFC至关重要。本研究旨在确定用于NIFC的最佳ICG剂量。
    方法:这是一个前瞻性的,随机化,在单一三级转诊中心进行的双盲临床试验,包括195名患者,随机分为三组:低剂量(0.01mg/BMI)ICG(n=63),中等剂量(0.02mg/BMI)ICG(n=68),和更高剂量(0.04mg/BMI)ICG(n=64)。比较三个剂量组的外科医生满意度和七个胆道结构的检出率。
    结果:各组人口统计学参数没有显著差异。与低剂量组(41.3%)相比,中等剂量(72.1%)和较高剂量ICG组(70.3%)表现出更高的肝总管可视化(p<0.001)。在中等和较高剂量组之间不存在差异。在胆总管和囊性胆总管交界处观察到类似的趋势。
    结论:在接受荧光腹腔镜胆囊切除术的患者中,0.02mg/BMI剂量的吲哚菁绿显示出比0.01mg/BMI剂量更好的胆道结构检出率,并且不劣于0.04mg/BMI剂量.
    OBJECTIVE: Intraoperative bile duct injury is a significant complication in laparoscopic cholecystectomy (LC). Near-infrared fluorescence cholangiography (NIFC) can reduce this complication. Therefore, determining the optimal indocyanine green (ICG) dosage for effective NIFC is crucial. This study aimed to determine the optimal ICG dosage for NIFC.
    METHODS: This was a prospective, randomized, double-blind clinical trial at a single tertiary referral center, including 195 patients randomly assigned to three groups: lower dose (0.01 mg/BMI) ICG (n = 63), medium dose (0.02 mg/BMI) ICG (n = 68), and higher dose (0.04 mg/BMI) ICG (n = 64). Surgeon satisfaction and detection rates for seven biliary structures were compared among the three dose groups.
    RESULTS: Demographic parameters did not significantly differ among the groups. The medium dose (72.1%) and higher dose ICG groups (70.3%) exhibited superior visualization of the common hepatic duct compared to the lower dose group (41.3%) (p < 0.001). No differences existed between the medium and higher dose groups. Similar trends were observed for the common bile duct and cystic common bile duct junction.
    CONCLUSIONS: In patients undergoing fluorescent laparoscopic cholecystectomy, the 0.02 mg/BMI dose of indocyanine green demonstrated better biliary structure detection rates than the 0.01 mg/BMI dose and was non-inferior to the 0.04 mg/BMI dose.
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  • 文章类型: Review
    转移性癌症患者的全身疗法的进步改善了总体生存率,因此,患有脊柱转移瘤的患者数量。因此,对于脊柱转移瘤更多功能和个性化的治疗方法以优化长期疼痛和局部控制的需求变得越来越重要.已经开发了立体定向身体放射疗法(SBRT),以通过在很少的部分中提供精确和适形的消融高剂量每分辐射的递送,同时将毒性风险降至最低。此外,微创外科技术的进步也大大改善了对硬膜外疾病和/或脊柱不稳定患者的护理,然后可以与SBRT结合使用,以实现持久的本地控制。在这次审查中,我们重点介绍了SBRT的适应症和争议,以及治疗脊柱转移瘤的新手术技术.
    Advancements in systemic therapies for patients with metastatic cancer have improved overall survival and, hence, the number of patients living with spinal metastases. As a result, the need for more versatile and personalized treatments for spinal metastases to optimize long-term pain and local control has become increasingly important. Stereotactic body radiation therapy (SBRT) has been developed to meet this need by providing precise and conformal delivery of ablative high-dose-per-fraction radiation in few fractions while minimizing risk of toxicity. Additionally, advances in minimally invasive surgical techniques have also greatly improved care for patients with epidural disease and/or unstable spines, which may then be combined with SBRT for durable local control. In this review, we highlight the indications and controversies of SBRT along with new surgical techniques for the treatment of spinal metastases.
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  • 文章类型: Journal Article
    免疫肿瘤学(IO)疗法改变了癌症治疗的前景。免疫检查点抑制剂(ICI)改善了20-40%的先前难治性恶性肿瘤患者的总体生存率。由于生物学的独特性,模态和患者反应,IO的药物开发策略与传统上用于肿瘤学中细胞毒性和靶向治疗的策略不同,利用建模方法的定量药理学可以应用于开发过程的所有阶段。在这次审查中,我们使用案例研究来展示各种建模方法是如何应用的,从转化科学和剂量选择到标签变化,使用包括反编程死亡-1(抗PD-1)的例子,抗程序性死亡配体-1(抗PD-L1),抗细胞毒性T淋巴细胞相关蛋白4(抗CTLA-4),和抗糖皮质激素诱导的肿瘤坏死因子受体相关蛋白(抗GITR)抗体。如何利用这些方法来支持I-III期剂量选择,第三阶段试验的设计,并讨论了标签变更的监管决策,以说明发展战略。基于模型的定量方法对IO药物开发产生了积极影响,对生物学和暴露-反应关系的更好理解可能有利于新的IO疗法的开发和优化。
    Immuno-oncology (IO) therapies have changed the cancer treatment landscape. Immune checkpoint inhibitors (ICIs) have improved overall survival in 20-40% of patients with malignancies that were previously refractory. Due to the uniqueness in biology, modalities and patient responses, drug development strategies for IO differed from that traditionally used for cytotoxic and target therapies in oncology, and quantitative pharmacology utilizing modeling approach can be applied in all phases of the development process. In this review, we used case studies to showcase how various modeling methodologies were applied from translational science and dose selection through to label change, using examples that included anti-programmed-death-1 (anti-PD-1), anti-programmed-death ligand-1 (anti-PD-L1), anti-cytotoxic T-lymphocyte-associated protein 4 (anti-CTLA-4), and anti-glucocorticoid-induced tumor necrosis factor receptor-related protein (anti-GITR) antibodies. How these approaches were utilized to support phase I-III dose selection, the design of phase III trials, and regulatory decisions on label change are discussed to illustrate development strategies. Model-based quantitative approaches have positively impacted IO drug development, and a better understanding of the biology and exposure-response relationship may benefit the development and optimization of new IO therapies.
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  • 文章类型: Journal Article
    2022年,欧洲化学品管理局发布了关于选择高剂量水平用于发育和生殖毒性(DART)研究的建议,表明测试的最高剂量应旨在诱导明确的生殖毒性证据,而不会对父母动物造成过度毒性和严重痛苦。此外,最近的一份出版物主张,应将体重增加减少10%替换为体重减少10%作为剂量充足性的标准。欧洲化学品生态毒理学和毒理学中心的专家评估了这些最新发展及其对研究结果和解释的潜在影响,并确定该建议与经合组织测试指南或人道终点指南不一致。此外,DART研究的数据分析表明,妊娠期间母亲体重下降10%相当于体重增加下降25%,这与专家在2010年ILSI/HESI研讨会上的共识不同。剂量选择应基于考虑一系列其他因素的生物学方法。应避免导致坦率毒性和压倒体内平衡的过量剂量水平,因为它们可能引起与人类健康评估无关的影响。
    In 2022, the European Chemicals Agency issued advice on the selection of high dose levels for developmental and reproductive toxicity (DART) studies indicating that the highest dose tested should aim to induce clear evidence of reproductive toxicity without excessive toxicity and severe suffering in parental animals. In addition, a recent publication advocated that a 10% decrease in body weight gain should be replaced with a 10% decrease in bodyweight as a criterion for dose adequacy. Experts from the European Centre for Ecotoxicology and Toxicology of Chemicals evaluated these recent developments and their potential impact on study outcomes and interpretation and identified that the advice was not aligned with OECD test guidelines or with humane endpoints guidance. Furthermore, data analysis from DART studies indicated that a 10% decrease in maternal body weight during gestation equates to a 25% decrease in body weight gain, which differs from the consensus of experts at a 2010 ILSI/HESI workshop. Dose selection should be based on a biological approach that considers a range of other factors. Excessive dose levels that cause frank toxicity and overwhelm homeostasis should be avoided as they can give rise to effects that are not relevant to human health assessments.
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  • 文章类型: Journal Article
    在药物开发中选择安全且临床上有益的剂量可能是困难的。剂量调整通常依赖于剂量反应建模,其中预先做出参数假设,这可能不充分地拟合数据。这在纵向剂量反应模型中尤其成问题,其中必须做出额外的参数假设。本文提出了一类用于贝叶斯模型平均范式的纵向剂量反应模型,该模型在先验保持灵活性的同时改善了试验操作特性。提出了一种新的非单调纵向轮廓的纵向模型。通过案例研究和仿真证明了所提出方法的好处和取舍。
    Selecting a safe and clinically beneficial dose can be difficult in drug development. Dose justification often relies on dose-response modeling where parametric assumptions are made in advance which may not adequately fit the data. This is especially problematic in longitudinal dose-response models, where additional parametric assumptions must be made. This paper proposes a class of longitudinal dose-response models to be used in the Bayesian model averaging paradigm which improve trial operating characteristics while maintaining flexibility a priori. A new longitudinal model for non-monotonic longitudinal profiles is proposed. The benefits and trade-offs of the proposed approach are demonstrated through a case study and simulation.
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  • 文章类型: Clinical Trial, Phase I
    目的:新型HER2抗体药物偶联物(ADC)FS-1502的剂量递增阶段(Ia期研究)包括在HER2表达的晚期恶性实体瘤中剂量范围为0.1mg/kg至3.5mg/kg。然而,未达到限定的最大耐受剂量(MTD)。这种基于模型的方法整合了群体药代动力学(PK)建模和暴露反应分析,以促进II期的剂量选择。
    方法:使用109名中国患者的PK数据构建了群体药代动力学(PopPK)模型,这些患者在I期剂量递增和剂量扩大试验中每3周(Q3W)或4周(Q4W)接受0.1-3.5mg/kgFS-1502剂量。结构模型由FS-1502和非共轭MMAF(ucMMAF)的隔室模型组成。探索暴露反应(E-R)肿瘤大小的百分比变化,总缓解率(ORR)和治疗相关不良事件.
    结果:开发了半机械的两种分析物种群PK模型。FS-1502PK数据最好通过具有平行线性和非线性Michael-Menten消除的两室PK模型来描述。ucMMAF的PK由具有一阶消除的两室模型描述。E-R分析支持2.3mg/kg及以上的FS-1502的临床意义功效。然而,与3.0mg/kgQ3W相比,2.3mg/kgQ3W被认为具有更好的获益-风险平衡,因为安全事件发生率较低,而疗效没有显着降低。
    结论:该PopPK和E-R分析指导了推荐的II期剂量(RP2D)选择2.3mg/kgQ3W,并支持基于体重的剂量用于研究性HER2ADCFS-1502。
    OBJECTIVE: The dose-escalation phase (phase Ia study) of a novel human epidermal growth factor receptor 2 (HER2) antibody-drug conjugate (ADC) FS-1502 included a dose range from 0.1 to 3.5 mg/kg in HER2-expressing advanced malignant solid tumours. However, the defined maximum tolerated dose was not reached. This model-informed approach integrated population pharmacokinetic (PopPK) modelling and exposure-response (E-R) analysis to facilitate dose selection for phase II.
    METHODS: The PopPK model was constructed using PK data from 109 Chinese patients who received doses of 0.1-3.5 mg/kg FS-1502 every 3 (Q3W) or 4 weeks during a phase I dose-escalation and dose expansion trial. The structural model consisted of compartment models for FS-1502 and unconjugated monomethyl auristatin F. E-R was explored for the percentage change in tumour size, overall response rate and treatment-related adverse events.
    RESULTS: A semi-mechanistic 2-analyte PopPK model was developed. The FS-1502 PK data were best described by a 2-compartment PK model with parallel linear and nonlinear Michaelis-Menten eliminations. The PK of unconjugated monomethyl auristatin F was described by a 2-compartment model with first-order elimination. E-R analysis supported the clinically meaningful efficacy of FS-1502 at 2.3 mg/kg and above. However, 2.3 mg/kg Q3W was considered to have a better benefit-risk balance due to a lower incidence of safety events without a significant reduction in efficacy compared to 3.0 mg/kg Q3W.
    CONCLUSIONS: This PopPK and E-R analysis guided the recommended phase II dose selection of 2.3 mg/kg Q3W and supported body weight-based dosing for an investigational HER2 ADC FS-1502.
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  • 文章类型: Clinical Trial, Phase II
    维奈托克,一种有效的BCL-2抑制剂,目前正在开发用于治疗t(11;14)多发性骨髓瘤(MM)。这项研究的目的是研究维奈托克在1/2期研究中的暴露-反应关系,该研究评估维奈托克单一疗法或与地塞米松联合治疗复发性或难治性MM。总共117名接受300、600、800、900或1200mg维奈托克的患者被纳入分析。维奈托克暴露对疗效的影响(客观反应率[ORR],无进展生存期[PFS]和总生存期[OS])以及中性粒细胞减少症的安全性(治疗引起的不良反应(≥3级),感染,并评估任何级别的严重治疗引起的不良反应)。在t(11;14)阳性亚群中,venetoclax与PFS和OS的暴露关系表明,PFS和OS更长,暴露量更高的趋势。此外,临床反应(ORR和≥VGPR率)的logistic回归分析显示与暴露有统计学意义(p<0.05)的关系.对暴露-安全性关系的评估表明,维奈托克暴露(AUCavg)与≥3级感染之间缺乏关系。≥3级中性粒细胞减少症,≥3级治疗引起的不良事件或任何级别严重的治疗引起的不良事件.这些发现支持在t(11;14)阳性患者群体中观察到疗效增加而安全事件没有增加的情况下,在800mgQD剂量的维奈托克联合地塞米松的进一步研究。临床试验:NCT01794520注册于2013年2月20日。
    Venetoclax, a potent BCL-2 inhibitor, is currently under development for treatment of t(11;14) Multiple myeloma (MM). The objective of this research was to investigate the exposure-response relationships of venetoclax for a phase 1/2 study evaluating venetoclax monotherapy or in combination with dexamethasone in relapsed or refractory MM. A total of 117 patients receiving venetoclax at 300, 600, 800, 900, or 1200 mg were included in the analysis. The impact of venetoclax exposures on efficacy (objective response rate [ORR], progression-free survival [PFS] and overall survival [OS]) as well as safety (treatment-emergent adverse effects (grade ≥3) of neutropenia, infection, and any grade of serious treatment-emergent adverse effects) was evaluated. In the t(11;14)-positive subpopulation, venetoclax exposure relationships to PFS and OS indicated a trend of longer PFS and OS with higher exposures. Moreover, logistic regression analyses for clinical response (ORR and ≥VGPR rate) demonstrated a statistically significant (p < 0.05) relationship with exposure. Evaluation of the exposure-safety relationships demonstrated a lack of a relationship between venetoclax exposures (AUCavg ) and grade ≥3 infections, grade ≥3 neutropenia, grade ≥3 treatment-emergent adverse events or any grade serious treatment-emergent adverse events. These findings support further study of venetoclax at 800 mg QD dose in combination with dexamethasone in the t(11;14)-positive patient population where increased efficacy was observed without an increase in safety events.Clinical Trial: NCT01794520 registered 20 February 2013.
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