Bayesian approach to evaluation of bridging studies.

Abstract:

:We address the issue of analysis of clinical data generated by the bridging study conducted in the new region to evaluate the similarity for extrapolation of the foreign clinical data. A bridging study is usually conducted in the new region only after the test product is approved for commercial marketing in the original region due to its proven efficacy and safety. Sufficient information on efficacy, safety, dosage, and dose regimen has already generated in the original region. The empirical Bayesian approach is proposed to synthesize the data generated by the bridging study and foreign clinical data generated in the original region for assessment of similarity between the new and the original regions. A method for sample size determination for the bridging study is also suggested. It can be shown that the total sample size is inversely proportional to the strength of the evidence for the efficacy presented in the original region and the proportion of the patients assigned to receive the test product in the bridging study.

journal_name

J Biopharm Stat

authors

Liu JP,Hsiao CF,Hsueh H

doi

10.1081/bip-120014568

keywords:

subject

Has Abstract

pub_date

2002-08-01 00:00:00

pages

401-8

issue

3

eissn

1054-3406

issn

1520-5711

journal_volume

12

pub_type

杂志文章
  • Statistical assessment of biosimilarity based on the relative distance between follow-on biologics for binary endpoints.

    abstract::A new three-arm parallel design was recently proposed to investigate the biosimilarity between a biological product and a reference product by using the relative distance. The purpose of this article is to extend their results to binary endpoints for three popular metrics: the risk difference, the log relative risk, a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.979195

    authors: Shin W,Kang SH

    更新日期:2016-01-01 00:00:00

  • On Enrichment Strategies for Biomarker Stratified Clinical Trials.

    abstract::In the era of precision medicine, drugs are increasingly developed to target subgroups of patients with certain biomarkers. In large all-comer trials using a biomarker stratified design, the cost of treating and following patients for clinical outcomes may be prohibitive. With a fixed number of randomized patients, th...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1379532

    authors: Wang X,Zhou J,Wang T,George SL

    更新日期:2018-01-01 00:00:00

  • Statistical inference following sample size adjustment based on the 50%-conditional-power principle.

    abstract::Sample size adjustment at an interim analysis can mitigate the risk of failing to meet the study objective due to lower-than-expected treatment effect. Without modification to the conventional statistical methods, the type I error rate will be inflated, primarily caused by increasing sample size when the interim obser...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1372766

    authors: Chen YHJ,Yuan SS,Li X

    更新日期:2018-01-01 00:00:00

  • A model-based approach to estimate the AIDS-free time distribution in homosexual men using longitudinal data.

    abstract::A model-based approach is developed to estimate the distribution of time from seroconversion to diagnosis with acquired immunodeficiency syndrome (AIDS) as a function of selected time-dependent covariates. The approach is applied to longitudinal data collected over 4 years of follow-up from 450 men seropositive for th...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 临床试验,杂志文章

    doi:10.1080/10543409408835078

    authors: Dunlop DD,Tamhane AC,Chmiel JS,Phair JP

    更新日期:1994-07-01 00:00:00

  • Bias estimation in method comparison studies.

    abstract::A test and a reference analytical method are usually compared for agreement based on paired data obtained from several independent subjects. Bias between two methods can be classified as constant and proportional. In this article, we provide an approach for maximum likelihood estimation of total bias between two metho...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-200035450

    authors: Magari RT

    更新日期:2004-11-01 00:00:00

  • A predictive Bayesian approach to the design and analysis of bridging studies.

    abstract::Pharmaceutical product development culminates in confirmatory trials whose evidence for the product's efficacy and safety supports regulatory approval for marketing. Regulatory agencies in countries whose patients were not included in the confirmatory trials often require confirmation of efficacy and safety in their p...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543406.2012.701579

    authors: Gould AL,Jin T,Zhang LX,Wang WW

    更新日期:2012-09-01 00:00:00

  • Subgroup analyses in randomized clinical trials: statistical and regulatory issues.

    abstract::Recently, two CPMP Points to Consider, one on adjustment for baseline covariates and the other on multiplicity issues in clinical trials, have included recommendations on the use of subgroup analysis for regulatory purposes. However, despite their regular use and regulatory attention, the validity and nature of subgro...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-200067988

    authors: Grouin JM,Coste M,Lewis J

    更新日期:2005-01-01 00:00:00

  • Testing gene-treatment interactions in pharmacogenetic studies.

    abstract::Drug-related side effects are one of the leading causes of death and illness in the developed world. Finding genes that modify drug response has the potential to significantly improve drug delivery, by identifying both individuals that can benefit from therapy and those at increased risk of harm. We present a simple a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400903572761

    authors: He M,Allen A

    更新日期:2010-03-01 00:00:00

  • A quality by design approach for longitudinal quality attributes.

    abstract::The concept of quality by design (QbD) as published in ICH-Q8 is currently one of the most recurrent topics in the pharmaceutical literature. This guideline recommends the use of information and prior knowledge gathered during pharmaceutical development studies to provide a scientific rationale for the manufacturing p...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.979197

    authors: Lebrun P,Giacoletti K,Scherder T,Rozet E,Boulanger B

    更新日期:2015-01-01 00:00:00

  • Simultaneous confidence interval methods for analytical similarity assessment.

    abstract::In analytical similarity assessment of a biosimilar product, key quality attributes of the test and reference products need to be shown statistically similar. When there were multiple references, similarity among the reference products is also required. We proposed a simultaneous confidence approach based on the fiduc...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2019.1657142

    authors: Zheng J,Yin D,Yuan M,Chow SC

    更新日期:2019-01-01 00:00:00

  • An Evaluation of Statistical Methods for Analyzing Follow-Up Gaussian Laboratory Data with a Lower Quantification Limit.

    abstract::Laboratory data with a lower quantification limit (censored data) are sometimes analyzed by replacing non-quantifiable values with a single value equal to or less than the quantification limit, yielding possibly biased point estimates and variance estimates that are too small. Motivated by a three-period, three-treatm...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.920858

    authors: Karon JM,Wiegand RE,van de Wijgert JH,Kilmarx PH

    更新日期:2015-01-01 00:00:00

  • Quantitative decision-making in randomized Phase II studies with a time-to-event endpoint.

    abstract::One of the most critical decision points in clinical development is Go/No-Go decision-making after a proof-of-concept study. Traditional decision-making relies on a formal hypothesis testing with control of type I and type II error rates, which is limited by assessing the strength of efficacy evidence in a small isola...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2018.1489400

    authors: Huang B,Talukder E,Han L,Kuan PF

    更新日期:2019-01-01 00:00:00

  • Statistical considerations in setting product specifications.

    abstract::According to ICH Q6A (1999), a specification is defined as a list of tests, references to analytical procedures, and appropriate acceptance criteria, which are numerical limits, ranges, or other criteria for the tests described. For drug products, specifications usually consist of test methods and acceptance criteria ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543406.2014.972511

    authors: Dong X,Tsong Y,Shen M

    更新日期:2015-01-01 00:00:00

  • Bayesian methods for the design and analysis of noninferiority trials.

    abstract::The gold standard for evaluating treatment efficacy of a medical product is a placebo-controlled trial. However, when the use of placebo is considered to be unethical or impractical, a viable alternative for evaluating treatment efficacy is through a noninferiority (NI) study where a test treatment is compared to an a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543406.2015.1074920

    authors: Gamalo-Siebers M,Gao A,Lakshminarayanan M,Liu G,Natanegara F,Railkar R,Schmidli H,Song G

    更新日期:2016-01-01 00:00:00

  • FDA draft guidance on adaptive design clinical trials: Pfizer's perspective.

    abstract::The Food and Drug Administration of the United States issued a draft guidance on adaptive design clinical trials in February 2010. This draft guidance has attracted a lot of attention because of the increasing interest in adaptive trials by the pharmaceutical industry in recent years. In this paper, we report on highl...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2010.514456

    authors: Chuang-Stein C,Beltangady M

    更新日期:2010-11-01 00:00:00

  • Non-normal random effects models for immunogenicity assay cut point determination.

    abstract::Administration of biological therapeutics can generate undesirable immune responses that may induce anti-drug antibodies (ADAs). Immunogenicity can negatively affect patients, ranging from mild reactive effect to hypersensitivity reactions or even serious autoimmune diseases. Assessment of immunogenicity is critical a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.972515

    authors: Zhang J,Yu B,Zhang L,Roskos L,Richman L,Yang H

    更新日期:2015-01-01 00:00:00

  • On identifying effective and superior drug combinations via Holm's procedure based on the min tests.

    abstract::In this paper I consider a problem of identifying all effective and superior drug combinations. I formulate this problem in terms of a family of hypotheses and propose a two-stage method to solve it. The first stage uses individual p-values obtained via the Min tests, whereas Holm's approach is employed in the second ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400802622469

    authors: Soulakova JN

    更新日期:2009-01-01 00:00:00

  • Estimating treatment effects in clinical crossover trials.

    abstract::Some current approaches to modeling crossover trials in two treatments are critically reviewed from the perspective of the practical requirements of the drug developer. Particular attention is paid to the AB/BA design, and the inadequacies of the once popular two-stage procedure are discussed in detail. The use of bas...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543409808835233

    authors: Grieve A,Senn S

    更新日期:1998-05-01 00:00:00

  • Balancing statistical and ethical considerations in planning clinical trials: recommendations for response-adaptive randomization urn designs.

    abstract::During a clinical trial, balancing statistical and ethical considerations are important. Response-adaptive randomization methods use the information from past patients to increase the probability of the next patient receiving the better treatment while avoiding the statistical concern of selection bias. We compared th...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2018.1437172

    authors: Piccorelli AV,Fraker SA

    更新日期:2018-01-01 00:00:00

  • On evaluation of consistency in multi-regional clinical trials.

    abstract::In recent years, multi-regional clinical trials (MRCT) that conduct clinical trials simultaneously in Asian Pacific region, Europe, and the United States have become very popular for global pharmaceutical development. The main purpose of multi-regional clinical trials is to shorten the time for pharmaceutical developm...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1397008

    authors: Ying L,Song F,Chow SC,Zeng N,Zheng J,Li X,Henry D,Sethuraman V

    更新日期:2018-01-01 00:00:00

  • On the establishment of equivalence acceptance criterion in analytical similarity assessment.

    abstract::For the assessment of biosimilarity of biosimilar products, the United States (US) Food and Drug Administration (FDA) proposed a stepwise approach for providing the totality-of-the-evidence of similarity between a proposed biosimilar product and a US-licensed (reference) product. The stepwise approach starts with the ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2016.1265539

    authors: Wang T,Chow SC

    更新日期:2017-01-01 00:00:00

  • Statistical test for evaluation of biosimilarity in variability of follow-on biologics.

    abstract::As more biologic products are going off patent protection, the development of follow-on biologics products has received much attention from both biotechnology industry and the regulatory agencies. Unlike small-molecule drug products, the development of biologic products is very different and variable via the manufactu...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543400903367097

    authors: Hsieh TC,Chow SC,Liu JP,Hsiao CF,Chi E

    更新日期:2010-01-01 00:00:00

  • Estimation of the combined response to treatment in multicenter trials.

    abstract::Analyses of multicenter trials consider the estimated treatment effect differences of the individual centers and combine them into an estimate of the overall treatment effect. There has been much debate in the literature concerning the best way to combine these treatment effect differences. We emphasize that first of ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:

    authors: Dragalin V,Fedorov V,Jones B,Rockhold F

    更新日期:2001-11-01 00:00:00

  • An adaptive two-stage dose-response design method for establishing proof of concept.

    abstract::We propose an adaptive two-stage dose-response design where a prespecified adaptation rule is used to add and/or drop treatment arms between the stages. We extend the multiple comparison procedures-modeling (MCP-Mod) approach into a two-stage design. In each stage, we use the same set of candidate dose-response models...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.813519

    authors: Franchetti Y,Anderson SJ,Sampson AR

    更新日期:2013-01-01 00:00:00

  • Dose finding with the sequential parallel comparison design.

    abstract::The sequential parallel comparison design (SPCD) is a two-stage design recommended for trials with possibly high placebo response. A drug-placebo comparison in the first stage is followed in the second stage by placebo nonresponders being re-randomized between drug and placebo. We describe how SPCD can be used in tria...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.924960

    authors: Wang JJ,Ivanova A

    更新日期:2014-01-01 00:00:00

  • Group Sequential Design for Randomized Phase III Trials under the Weibull Model.

    abstract::In this article, a parametric sequential test is proposed under the Weibull model. The proposed test is asymptotically normal with an independent increment structure. The sample size for a fixed sample test is derived for the purpose of group sequential trial design. In addition, a multi-stage group sequential procedu...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.971165

    authors: Wu J,Xiong X

    更新日期:2015-01-01 00:00:00

  • Impact of model misspecification at design (and/or) estimation step in population pharmacokinetic studies.

    abstract::The aim of this work is to quantitatively assess the impact of structural model misspecifications on the estimates of mean and interindividual variability of clearance in the context of population approaches. This assessment is conducted from simulated datasets. Our results show that impact magnitude of model misspeci...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120028516

    authors: Merlé Y,Aouimer A,Tod M

    更新日期:2004-02-01 00:00:00

  • Design effects for highly clustered count data with varying length of follow-up--applying to the analysis of ICD shocks.

    abstract::Highly clustered count data are commonly seen in medical device clinical studies such as cardiac rhythm management. For instance, anti-arrhythmia shocks delivered from an implantable cardioverter-defibrillator (ICD) often occur as "storms", i.e., multiple shocks within a short period of time. There are unique challeng...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701668241

    authors: Wang ZJ

    更新日期:2008-01-01 00:00:00

  • Addressing multiplicity issues of a composite endpoint and its components in clinical trials.

    abstract::Randomized controlled clinical trials often use a composite endpoint as a primary endpoint especially when treatment effects or frequency of individual components of the composite are likely to be small and combining them makes clinical sense for the disease under study. An advantage of the composite endpoint is that,...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.551327

    authors: Huque MF,Alosh M,Bhore R

    更新日期:2011-07-01 00:00:00

  • Equivalence tests for shelf life and average drug content in stability studies.

    abstract::Stability testing is a procedure frequently used in the pharmaceutical industry to estimate the shelf life of a drug. Hereby, a standard problem of interest is whether or not to pool a given number of batches to assign a single shelf life for the combined batches. In this paper, we propose two modified methods for the...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400802287230

    authors: Djira GD,Hothorn LA,Tsong Y

    更新日期:2008-01-01 00:00:00