Substantial evidence of effect.

Abstract:

:Pressures for rapid drug development, especially for treatments that may affect public health significantly, drive a need to reconsider what is necessary to establish the "substantial evidence" of efficacy and safety required for regulatory approval. The concept of substantial evidence of effect can be stated fairly simply in principle, but its application to the evaluation of findings from real clinical drug development programs can be quite complicated and depend on circumstances relating to the population studied and the condition being treated. This paper discusses a number of considerations that arise in attempting to address this issue. These include confirmation of efficacy/safety as opposed to replication of results, the use of surrogates for the clinical outcome, ethical considerations, the use of trials aimed at demonstrating equivalence or noninferiority instead of superiority of a new drug, and the balance between benefits and risks. Recent developments such as the International Conference on Harmonization (ICH) guidelines dealing with statistical principles and choice of control group, and Food and Drug Administration (FDA) guidances interpreting the 1998 Modernization Act identify useful alternative definitions of substantial evidence and also identify when a single study can be enough to demonstrate a clinically important effect. The primary difficulty with the use of noninferiority trials is the need to demonstrate assay sensitivity or validity, i.e., that the trial would have demonstrated the superiority of the active control treatment to placebo had the trial included a placebo group. Failure to demonstrate a significant difference between the presumed active treatments and an inactive control precludes a definitive conclusion of assay validity, but external evidence, e.g., from trials demonstrating the activity of the active control, may yet justify concluding that the trial was assay valid. Issues of interpretation of important unexpected findings are illustrated in the recent experience with the alpha- and beta-blocker carvedilol, where there was a significant reduction in mortality among patients on carvedilol relative to placebo, but a treatment effect could not be demonstrated for the primary outcome. Experience with trials of thrombolytic agents illustrates alternative strategies for demonstrating substantial evidence of effect. Finally, meta-analyses can contribute to the substantial evidence by synthesizing the findings from separate trials to provide a perspective on drug performance in a heterogeneous population of patients that no single trial could provide.

journal_name

J Biopharm Stat

authors

Gould AL

doi

10.1081/bip-120005740

keywords:

subject

Has Abstract

pub_date

2002-02-01 00:00:00

pages

53-77

issue

1

eissn

1054-3406

issn

1520-5711

journal_volume

12

pub_type

杂志文章
  • 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

  • Design and sample size considerations for simultaneous global drug development program.

    abstract::Due to the potential impact of ethnic factors on clinical outcomes, the global registration of a new treatment is challenging. China and Japan often require local trials in addition to a multiregional clinical trial (MRCT) to support the efficacy and safety claim of the treatment. The impact of ethnic factors on the t...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543406.2012.701587

    authors: Huang Q,Chen G,Yuan Z,Lan KK

    更新日期:2012-09-01 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

  • A bias correction in testing treatment efficacy under informative dropout in clinical trials.

    abstract::In clinical trials of drug development, patients are often followed for a certain period of time, and the outcome variables are measured at scheduled time intervals. The main interest of the trial is the treatment efficacy at a prespecified time point, which is often the last visit. In such trials, patient dropout is ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400903242753

    authors: Kong F,Chen YF,Jin K

    更新日期:2009-11-01 00:00:00

  • A likelihood and resampling based approach to dichotomizing a continuous biomarker in medical research.

    abstract::Dichotomizing a continuous biomarker is a common practice in medical research. Various methods exist in the literature for dichotomizing continuous biomarkers. The most widely adopted minimum p-value approach uses a sequence of test statistics for all possible dichotomizations of a continuous biomarker, and it chooses...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2012.756503

    authors: Su M,Fang L,Su Z

    更新日期:2013-05-01 00:00:00

  • Joint bent-cable Tobit models for longitudinal and time-to-event data.

    abstract::In this article, we show how to estimate a transition period for the evolvement of drug resistance to antiretroviral (ARV) drug or other related treatments in the framework of developing a Bayesian method for jointly analyzing time-to-event and longitudinal data. For HIV/AIDS longitudinal data, developmental trajector...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1321006

    authors: Dagne GA

    更新日期:2018-01-01 00:00:00

  • Bayesian hierarchical modeling of receptor occupancy in PET trials.

    abstract::Receptor occupancy (RO) PET is a non-invasive way to determine drug on target. Given the complexity of procedures, long acquisition times, and high cost, ligand displacement imaging trials often have a limited size and produce sparse RO results over the time course of the blocking drug. To take the best advantage of t...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701697158

    authors: Vandenhende F,Renard D,Nie Y,Kumar A,Miller J,Tauscher J,Witcher J,Zhou Y,Wong DF

    更新日期:2008-01-01 00:00:00

  • Test procedures for disease prevalence with partially validated data.

    abstract::Investigating the prevalence of a disease is an important topic in medical studies. Such investigations are usually based on the classification results of a group of subjects according to whether they have the disease. To classify subjects, screening tests that are inexpensive and nonintrusive to the test subjects are...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2010.544527

    authors: Tang ML,Qiu SF,Poon WY,Tang NS

    更新日期:2012-01-01 00:00:00

  • Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects.

    abstract::Noninferiority multiregional clinical trials (MRCTs) have recently received increasing attention in drug development. While a major goal in an MRCT is to estimate the global treatment effect, it is also important to assess the consistency of treatment effects across multiple regions. In this paper, we propose an intui...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1293075

    authors: Diao G,Zeng D,Ibrahim JG,Rong A,Lee O,Zhang K,Chen Q

    更新日期:2017-01-01 00:00:00

  • False-positive error rates in routine application of repeated measurements ANOVA.

    abstract::Failure to recognize the serious implications of heterogeneous correlations and disregard of the multiple test problem in interpreting the results from repeated measurements ANOVA of any single primary outcome measure can produce false-positive error rates that are more than five times the alpha level that is reported...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409608835123

    authors: Overall JE,Doyle SR

    更新日期:1996-03-01 00:00:00

  • Parametric two-stage sequential quality assurance test of dose content uniformity.

    abstract::The United States Pharmacopeia (USP) content uniformity sampling acceptance plan consisting of a two-stage sampling plan with criteria on sample mean and number of out-of-range tablets is the standard for compendium. It is, however, often used mistakenly for lot quality assurance. In comparison to the Japan Phamacopei...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400601001527

    authors: Tsong Y,Shen M

    更新日期:2007-01-01 00:00:00

  • An equivalence test for the comparison between a test drug and placebo in human abuse potential studies.

    abstract::Statistical methodologies for human abuse potential studies are rarely evaluated. Human abuse potential studies assess whether test drugs produce positive and negative subjective responses on abuse-related measures using volunteers with histories of recreational drug use. These studies typically have a randomized, dou...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.616972

    authors: Chen L,Bonson KR

    更新日期:2013-03-11 00:00:00

  • Three-arm noninferiority trials with a prespecified margin for inference of the difference in the proportions of binary endpoints.

    abstract::The design of a three-arm trial including the experimental treatment, an active reference treatment, and a placebo is recommended as a useful approach to the assessment of noninferiority of the experimental treatment. The inclusion of the placebo arm enables the assessment of assay sensitivity and internal validation,...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.789893

    authors: Hida E,Tango T

    更新日期:2013-01-01 00:00:00

  • Assessment of antitumor activity for tumor xenograft studies using exponential growth models.

    abstract::In preclinical tumor xenograft experiments, the antitumor activity of the tested agents is often assessed by endpoints such as tumor doubling time, tumor growth delay (TGD), and log10 cell kill (LCK). In tumor xenograft literature, the values of these endpoints are presented without any statistical inference, which ig...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2010.481802

    authors: Wu J

    更新日期:2011-05-01 00:00:00

  • Evaluating methods for classifying expression data.

    abstract::An attractive application of expression technologies is to predict drug efficacy or safety using expression data of biomarkers. To evaluate the performance of various classification methods for building predictive models, we applied these methods on six expression datasets. These datasets were from studies using micro...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-200035491

    authors: Man MZ,Dyson G,Johnson K,Liao B

    更新日期:2004-11-01 00:00:00

  • Multivariate nonparametric analysis for the two-period crossover design with application in clinical trials.

    abstract::Nonparametric methods are presented for the analysis of the two-treatment, two-period crossover design with multivariate response. After forming within-subject sums and differences, the usual tests, including those for carry-over effects and direct treatment effects, can be constructed using a multivariate analysis of...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409308835045

    authors: Johnson WD,Grender JM

    更新日期:1993-03-01 00:00:00

  • A global model to define the behavior of partial agonists (bell-shaped dose-response inducers) in pharmacological evaluation of activity in the presence of the full agonist.

    abstract::The dose-response models for full agonists and for a particular type of partial agonist can be described by sigmoidal curves and bell-shaped curves, respectively. The methods currently used to evaluate the interaction of a full agonist and a partial agonist require a large number of experimental units and base their a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409808835266

    authors: Ghosh K,Shen ES,Arey BJ,López FJ

    更新日期:1998-11-01 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

  • Detection of activity centers in cellular pathways using transcript profiling.

    abstract::We present a new computational method for identifying regulated pathway components in transcript profiling (TP) experiments by evaluating transcriptional activity in the context of known biological pathways. We construct a graph representing thousands of protein functional relationships by integrating knowledge from p...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-200025678

    authors: Pradines J,Rudolph-Owen L,Hunter J,Leroy P,Cary M,Coopersmith R,Dancik V,Eltsefon Y,Farutin V,Leroy C,Rees J,Rose D,Rowley S,Ruttenberg A,Wieghardt P,Sander C,Reich C

    更新日期:2004-08-01 00:00:00

  • Estimation of cancer drug potencies and relative potencies from in vitro data.

    abstract::A method is proposed for the estimation of drug or toxicity potencies using in vitro data. A typical experiment in cancer research is presented where cells from a tumor-derived cell line were deposited as fixed volumes in 12-well cell culture plates. After waiting for 72 hours (for further growth), the wells were expo...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400500265595

    authors: Le Chap T,Grambsch PM,Liu A

    更新日期:2005-01-01 00:00:00

  • Nonparametric tests 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 biologic products (also known as biosimilars) has gained much attention from both the biotechnology industry and regulatory agencies. Unlike small molecules, the development of biologic products is not only more complicated but als...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.941991

    authors: Zhang N,Yang J,Chow SC,Chi E

    更新日期:2014-01-01 00:00:00

  • Estimating vaccine efficacy from outbreak size household data in the presence of heterogeneous transmission probabilities.

    abstract::We develop a Bayesian approach for estimating vaccine efficacy for susceptibility (VEs) and infectiousness (VEI) using outbreak size household data. Our method allows for heterogeneity in transmission probabilities due to factors that are related to individuals' characteristics, such as age, in addition to vaccination...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400600719467

    authors: Davis XM,Waller LA,Haber M

    更新日期:2006-01-01 00:00:00

  • Dual composite reference standards (dCRS) in molecular diagnostic research: A new approach to reduce bias in the presence of Imperfect reference.

    abstract::A main challenge in molecular diagnostic research is to accurately evaluate the performance of a new nucleic acid amplification test when the reference standard is imperfect. Several approaches, such as discrepant analysis, composite reference standard (CRS) method, or latent class analysis (LCA), are commonly applied...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2018.1428613

    authors: Tang S,Hemyari P,Canchola JA,Duncan J

    更新日期:2018-01-01 00:00:00

  • Estimating the subgroup and testing for treatment effect in a post-hoc analysis of a clinical trial with a biomarker.

    abstract::We consider the problem of estimating a biomarker-based subgroup and testing for treatment effect in the overall population and in the subgroup after the trial. We define the best subgroup as the subgroup that maximizes the power for comparing the experimental treatment with the control. In the case of continuous outc...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2019.1633655

    authors: Joshi N,Fine J,Chu R,Ivanova A

    更新日期:2019-01-01 00:00:00

  • A predictive risk probability approach for microarray data with survival as an endpoint.

    abstract::Gene expression profiling has played an important role in cancer risk classification and has shown promising results. Since gene expression profiling often involves determination of a set of top rank genes for analysis, it is important to evaluate how modeling performance varies with the number of selected top ranked ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400802277967

    authors: Chen DT,Schell MJ,Chen JJ,Fulp WJ,Eschrich S,Yeatman T

    更新日期:2008-01-01 00:00:00

  • The analysis, interpretation, and presentation of quality of life data.

    abstract::All too often in clinical trials the assessment of quality of life is seen as a bolt-on study. Consequently insufficient consideration is often given to its design, collection, analysis and presentation, and its impact on the trial results and on clinical practice is minimal. In many trials quality of life is a key en...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120028506

    authors: Stephens R

    更新日期:2004-02-01 00:00:00

  • Sample size considerations for historical control studies with survival outcomes.

    abstract::Historical control trials (HCTs) are frequently conducted to compare an experimental treatment with a control treatment from a previous study, when they are applicable and favored over a randomized clinical trial (RCT) due to feasibility, ethics and cost concerns. Makuch and Simon developed a sample size formula for h...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2015.1052495

    authors: Zhu H,Zhang S,Ahn C

    更新日期:2016-01-01 00:00:00

  • Biomarker threshold adaptive designs for survival endpoints.

    abstract::Due to the importance of precision medicine, it is essential to identify the right patients for the right treatment. Biomarkers, which have been commonly used in clinical research as well as in clinical practice, can facilitate selection of patients with a good response to the treatment. In this paper, we describe a b...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2018.1434191

    authors: Diao G,Dong J,Zeng D,Ke C,Rong A,Ibrahim JG

    更新日期:2018-01-01 00:00:00

  • Multiple testing of noninferiority hypotheses in active controlled trials.

    abstract::For noninferiority testing with the maximum allowable noninferiority margin being prespecified, one can perform valid statistical testing at the same alpha level for multiple noninferiority hypotheses with margins being smaller than this maximum margin. This is easily comprehensible because only one confidence level i...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120037183

    authors: Hung HM,Wang SJ

    更新日期:2004-05-01 00:00:00

  • A multiple comparison procedure to control the strong stagewise family error rate in comparing test treatments and a control.

    abstract::Multiple comparisons are commonly seen in clinical trials and many other fields. An example, which is the focus of this paper, is the comparison of several test treatments (possibly different doses of a compound) with placebo (control). It is well known that steps must be taken to control the type I error rate when mu...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409708835193

    authors: Chen M,Kianifard F

    更新日期:1997-07-01 00:00:00