Literature DB >> 23008161

A stability analysis of a modified version of the chi-square ratio statistic: implications for equivalence testing of aerodynamic particle size distribution.

Benjamin Weber1, Guenther Hochhaus, Wallace Adams, Robert Lionberger, Bing Li, Yi Tsong, Sau L Lee.   

Abstract

Demonstration of equivalence in aerodynamic particle size distribution (APSD; e.g., by comparing cascade impactor (CI) profiles) constitutes one of key in vitro tests for supporting bioequivalence between test (T) and reference (R) orally inhaled drug products (OIDPs). A chi-square ratio statistic (CSRS) was previously proposed for equivalence testing of CI profiles. However, it was reported that the CSRS could not consistently discriminate between equivalent and inequivalent CI profiles. The objective of the overall project was to develop a robust and sensitive methodology for assessing equivalence of APSD profiles of T and R OIDPs. We propose here a modified version of the CSRS (mCSRS) and evaluated systematically its behavior when T and R CI profiles were identical. Different scenarios comprising CI profiles with different number of deposition sites and shapes were generated by Monte-Carlo simulation. For each scenario, the mCSRS was applied to 20,000 independent sets of 30 T and 30 R CI profiles that were identical. Different metrics (including mean and median) of the distribution of 900 mCSRSs (30 T × 30 R) were then evaluated for their suitability as a test statistic (i.e., independent of the number of sites and shape of the CI profile) for APSD equivalence testing. The median of the distribution of 900 mCSRSs (MmCSRS) was one regardless of the number of sites and shape of the CI profile. Hence, the MmCSRS is a robust metric for CI profile equivalence testing when T and R CI profiles are identical and potentially useful for APSD equivalence testing.

Mesh:

Year:  2012        PMID: 23008161      PMCID: PMC3535092          DOI: 10.1208/s12248-012-9410-1

Source DB:  PubMed          Journal:  AAPS J        ISSN: 1550-7416            Impact factor:   4.009


  6 in total

1.  Profile analysis for assessing in vitro bioequivalence.

Authors:  Bin Cheng; Jun Shao
Journal:  J Biopharm Stat       Date:  2002-08       Impact factor: 1.051

2.  Product Quality Research Institute evaluation of cascade impactor profiles of pharmaceutical aerosols, part 1: background for a statistical method.

Authors:  Wallace P Adams; David Christopher; Douglas S Lee; Beth Morgan; Ziqing Pan; Gur Jai Pal Singh; Yi Tsong; Svetlana Lyapustina
Journal:  AAPS PharmSciTech       Date:  2007-01-19       Impact factor: 3.246

3.  Product Quality Research Institute evaluation of cascade impactor profiles of pharmaceutical aerosols: part 2--evaluation of a method for determining equivalence.

Authors:  David Christopher; Wallace P Adams; Douglas S Lee; Beth Morgan; Ziqing Pan; Gur Jai Pal Singh; Yi Tsong; Svetlana Lyapustina
Journal:  AAPS PharmSciTech       Date:  2007-01-19       Impact factor: 3.246

4.  Product Quality Research Institute evaluation of cascade impactor profiles of pharmaceutical aerosols. Part 3. Final report on a statistical procedure for determining equivalence.

Authors:  David Christopher; Wallace Adams; Anthony Amann; Craig Bertha; Peter R Byron; William Doub; Craig Dunbar; Walter Hauck; Svetlana Lyapustina; Jolyon Mitchell; Beth Morgan; Steve Nichols; Ziqing Pan; Gur Jai Pal Singh; Terrence Tougas; Yi Tsong; Ron Wolff; Bruce Wyka
Journal:  AAPS PharmSciTech       Date:  2007-11-02       Impact factor: 3.246

5.  Multivariate data analysis as a semi-quantitative tool for interpretive evaluation of comparability or equivalence of aerodynamic particle size distribution profiles.

Authors:  Shuai Shi; Anthony J Hickey
Journal:  AAPS PharmSciTech       Date:  2009-09-10       Impact factor: 3.246

Review 6.  In vitro considerations to support bioequivalence of locally acting drugs in dry powder inhalers for lung diseases.

Authors:  Sau Lawrence Lee; Wallace P Adams; Bing V Li; Dale P Conner; Badrul A Chowdhury; Lawrence X Yu
Journal:  AAPS J       Date:  2009-06-03       Impact factor: 4.009

  6 in total
  3 in total

1.  Application of the modified chi-square ratio statistic in a stepwise procedure for cascade impactor equivalence testing.

Authors:  Benjamin Weber; Sau L Lee; Renishkumar Delvadia; Robert Lionberger; Bing V Li; Yi Tsong; Guenther Hochhaus
Journal:  AAPS J       Date:  2014-12-17       Impact factor: 4.009

Review 2.  In Vitro Testing for Orally Inhaled Products: Developments in Science-Based Regulatory Approaches.

Authors:  Ben Forbes; Per Bäckman; David Christopher; Myrna Dolovich; Bing V Li; Beth Morgan
Journal:  AAPS J       Date:  2015-05-05       Impact factor: 4.009

3.  A sensitivity analysis of the modified chi-square ratio statistic for equivalence testing of aerodynamic particle size distribution.

Authors:  Benjamin Weber; Sau L Lee; Robert Lionberger; Bing V Li; Yi Tsong; Guenther Hochhaus
Journal:  AAPS J       Date:  2013-01-24       Impact factor: 4.009

  3 in total

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