Related Experiment Video
Updated: May 14, 2025

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
Use of alternative and confirmatory data in support of rare disease drug development
Shein-Chung Chow1, Anne Pariser2, Steven Galson3
1Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina, USA.
Abstract:
Recently, the use of alternative and confirmatory data in support of rare disease drug development has received much attention (NASEM 2024). This article attempts to provide an overview regarding the limitations and major challenges of the use of ACD that are commonly encountered in rare disease drug (including biologics) product development. In addition, some innovative approaches using ACD under a novel two-stage hybrid adaptive trial design are proposed to assist the sponsors in rare disease drug development are proposed. Under the proposed hybrid adaptive trial design, statistical considerations regarding the implementation of ACD in support of the demonstration of the safety and efficacy in rare disease drug development are discussed.
Related Concept Videos
Clinical Trials: Overview
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Preclinical Development: Overview
Drug Discovery: Overview
Drug Regulation
Analysis of Population Pharmacokinetic Data

