An automation-based adaptive seamless design for dose selection and confirmation with improved power and efficiency

2021 ◽  
pp. 096228022098482
Author(s):  
Lu Cui ◽  
Tianyu Zhan ◽  
Lanju Zhang ◽  
Ziqian Geng ◽  
Yihua Gu ◽  
...  

In a drug development program, the efficacy and safety of multiple doses can be evaluated in patients through a phase 2b dose ranging study. With a demonstrated dose response in the trial, promising doses are identified. Their effectiveness then is further investigated and confirmed in phase 3 studies. Although this two-step approach serves the purpose of the program, in general, it is inefficient because of its prolonged development duration and the exclusion of the phase 2b data in the final efficacy evaluation and confirmation which are only based on phase 3 data. To address the issue, we propose a new adaptive design, which seamlessly integrates the dose finding and confirmation steps under one pivotal study. Unlike existing adaptive seamless phase 2b/3 designs, the proposed design combines the response adaptive randomization, sample size modification, and multiple testing techniques to achieve better efficiency. The design can be easily implemented through an automated randomization process. At the end, a number of targeted doses are selected and their effectiveness is confirmed with guaranteed control of family-wise error rate.

Pharmaceutics ◽  
2020 ◽  
Vol 12 (7) ◽  
pp. 685 ◽  
Author(s):  
John N. Van den Anker ◽  
Susan McCune ◽  
Pieter Annaert ◽  
Gerri R. Baer ◽  
Yeruk Mulugeta ◽  
...  

Drug dosing in neonates should be based on integrated knowledge concerning the disease to be treated, the physiological characteristics of the neonate, and the pharmacokinetics (PK) and pharmacodynamics (PD) of a given drug. It is critically important that all sources of information be leveraged to optimize dose selection for neonates. Sources may include data from adult studies, pediatric studies, non-clinical (juvenile) animal models, in vitro studies, and in silico models. Depending on the drug development program, each of these modalities could be used to varying degrees and with varying levels of confidence to guide dosing. This paper aims to illustrate the variability between neonatal drug development programs for neonatal diseases that are similar to those seen in other populations (meropenem), neonatal diseases related but not similar to pediatric or adult populations (clopidogrel, thyroid hormone), and diseases unique to neonates (caffeine, surfactant). Extrapolation of efficacy from older children or adults to neonates is infrequently used. Even if a disease process is similar between neonates and children or adults, such as with anti-infectives, additional dosing and safety information will be necessary for labeling, recognizing that dosing in neonates is confounded by maturational PK in addition to body size.


2017 ◽  
Vol 57 ◽  
pp. 69-86
Author(s):  
Jingjing Gao ◽  
Narinder Nangia ◽  
Jia Jia ◽  
James Bolognese ◽  
Jaydeep Bhattacharyya ◽  
...  

2014 ◽  
Vol 37 (2) ◽  
pp. 189-199 ◽  
Author(s):  
Frank Miller ◽  
Marcus Björnsson ◽  
Ola Svensson ◽  
Rolf Karlsten

Author(s):  
Paul P. Dobesh ◽  
Molly M. Kernan ◽  
Jenni J. Lueshen

AbstractThere are currently more than 7 million patients taking a direct oral anticoagulant (DOAC), with more new prescriptions per year than warfarin. Despite impressive efficacy and safety data for the treatment of venous thromboembolism, patients with obesity or advanced renal impairment represented a small portion of the patients enrolled in the phase 3 clinical trials. Therefore, to evaluate the potential use of DOACs in these special populations, clinicians need to have an understanding of the pharmacokinetics and pharmacodynamics of these agents in these settings. Since data from randomized controlled trials are limited, data from observational trials are helpful in gaining comfort with the use of DOACs in these special populations. Selecting the appropriate dose for each agent is imperative in achieving optimal patient outcomes. We provide an extensive review of the pharmacokinetics, pharmacodynamics, phase 3 clinical trials, and observational studies on the use of DOACs in patients with advanced renal impairment, obesity, or other weight-related special populations to provide clinicians with a comprehensive understanding of the data for optimal drug and dose selection.


2020 ◽  
Vol 4 (Supplement_1) ◽  
Author(s):  
James Simon ◽  
Richard A Anderson ◽  
Elizabeth Ballantyne ◽  
Hadine Joffe ◽  
Mary Kerr ◽  
...  

Abstract Introduction: Vasomotor symptoms (VMS), caused by declining estrogen in menopausal women, are common and debilitating. Hormone therapy is effective in many women but carries risks and may be contraindicated. Biological and clinical evidence shows a modulatory role for neurokinin (NK) receptor antagonists acting primarily via hypothalamic KNDy (kisspeptin, NK, dynorphin) neurons on VMS. NT-814 is an oral non-hormonal dual NK1,3 receptor antagonist which has previously been shown to cause rapid and marked improvements in VMS in post-menopausal women. This Phase-2b trial (SWITCH-1) was undertaken to further evaluate efficacy and safety and to establish the optimum dose(s) for Phase 3 studies. Methods: SWITCH-1 was a double-blind, placebo-controlled, adaptive-randomization, dose-finding trial in 199 post-menopausal women. After a 2-week single-blind placebo run-in to establish symptom stability, women (40 to 65 years) with ≥7 moderate and/or severe VMS per day at baseline were randomized to 12 weeks of once daily treatment with placebo or one of 4 doses of NT-814: 40 mg, 80 mg, 120 mg, 160 mg. Subjects recorded the frequency and severity of VMS in electronic diaries twice daily throughout the study. Patient-reported measures of quality-of-life, sleep and mood were collected periodically. Adverse events (AEs) were recorded at each clinic visit. Results: VMS frequency was reduced in all treatment groups, including placebo. VMS reductions were significantly greater with the 2 higher NT-814 doses at most time-points, as early as the first week of treatment. Least squares mean reductions from baseline in moderate/severe VMS per day at week 4 were: placebo, 2.7; 40 mg, 4.3 (p=0.161 vs placebo); 80 mg, 4.1 (p=0.326); 120 mg, 6.7 (p<0.0001); 160 mg, 5.5 (p=0.007). In week 12 the reductions were: placebo, 4.7; 40 mg, 6.5 (p=0.185); 80 mg, 5.6 (p=0.599); 120 mg, 7.8 (p=0.009); 160 mg, 6.6 (p=0.109). At the 160 mg dose the median reduction in week 12 was significantly greater than placebo (6.9 vs 4.4, p=0.0023), indicating an effect of high outliers on the mean. Average HF severity was also improved in a dose-related manner, with greater reductions compared to placebo with the 2 higher NT-814 doses. Improvements in HF were accompanied by statistically significant benefits on sleep (assessed using the Insomnia Severity Index and Pittsburgh Sleep Quality Index), mood (measured using the Beck Depression Inventory), and all four domains of the MenQoL menopause-specific quality-of-life instrument. NT-814 was well-tolerated; most AEs were mild or moderate and there were no serious AEs related to treatment. Conclusions: NT-814, a once daily non-hormonal NK antagonist, at doses of 120 & 160 mg reduced the frequency and severity of VMS and significantly improved quality of life, mood and sleep, in postmenopausal women. NT-814 was well tolerated, with a safety profile that supports further evaluation in Phase 3 trials.


2018 ◽  
Vol 2018 ◽  
pp. 1-11 ◽  
Author(s):  
Márcio Augusto Diniz ◽  
Sungjin Kim ◽  
Mourad Tighiouart

A Bayesian adaptive design for dose finding of a combination of two drugs in cancer phase I clinical trials that takes into account patients heterogeneity thought to be related to treatment susceptibility is described. The estimation of the maximum tolerated dose (MTD) curve is a function of a baseline covariate using two cytotoxic agents. A logistic model is used to describe the relationship between the doses, baseline covariate, and the probability of dose limiting toxicity (DLT). Trial design proceeds by treating cohorts of two patients simultaneously using escalation with overdose control (EWOC), where at each stage of the trial, the next dose combination corresponds to the α quantile of the current posterior distribution of the MTD of one of two agents at the current dose of the other agent and the next patient’s baseline covariate value. The MTD curves are estimated as function of Bayes estimates of the model parameters at the end of trial. Average DLT, pointwise average bias, and percent of dose recommendation at dose combination neighborhoods around the true MTD are compared between the design that uses the covariate and the one that ignores the baseline characteristic. We also examine the performance of the approach under model misspecifications for the true dose-toxicity relationship. The methodology is further illustrated in the case of a prespecified discrete set of dose combinations.


Cephalalgia ◽  
2019 ◽  
Vol 39 (9) ◽  
pp. 1075-1085 ◽  
Author(s):  
David W Dodick ◽  
Richard B Lipton ◽  
Stephen Silberstein ◽  
Peter J Goadsby ◽  
David Biondi ◽  
...  

Background Calcitonin gene-related peptide plays an important role in migraine pathophysiology. We evaluated eptinezumab, an intravenous (IV) anti-calcitonin gene-related peptide monoclonal antibody, for the prevention of chronic migraine. Objective To determine the safety, tolerability, and effectiveness of four dose levels of eptinezumab and to inform the phase 3 development program. Methods This was a phase 2b, parallel-group, double-blind, randomized, placebo-controlled, dose-ranging clinical trial. Men and women (N = 616) aged 18–55 years were included if they had a diagnosis of chronic migraine, with onset at age ≤35 years and history of chronic migraine ≥1 year. During the 28-day screening period, patients must have had ≥15 headache days, including ≥8 migraine days, with ≥5 migraine attacks as recorded in the electronic diary. Patients were assigned in a 1:1:1:1:1 ratio to eptinezumab 300, 100, 30, 10 mg or placebo, administered as a single IV infusion. The primary endpoint was the percentage of patients with a ≥75% decrease in monthly migraine days over weeks 1–12 compared with the 28-day screening period. Results The ≥75% migraine responder rates over weeks 1–12 for eptinezumab 300, 100, 30, and 10 mg were 33.3%, 31.4%, 28.2%, and 26.8%, respectively, versus 20.7% for placebo ( p = 0.033, 0.072, 0.201, 0.294 vs. placebo). Secondary efficacy endpoints (e.g. ≥50% responder rate, change from baseline in frequency of migraine/headache days, and percentage of severe migraines) had results favoring the three higher eptinezumab doses versus placebo. Eptinezumab was well tolerated and adverse event rates were similar to placebo. Conclusions The results of this trial demonstrate that eptinezumab appears effective and well-tolerated for the preventive treatment of chronic migraine and justifies the conduct of pivotal phase 3 trials for migraine prevention. Trial Registration ClinicalTrials.gov identifier: NCT02275117.


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