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基于差示氢交换-质谱(HX-MS)的高阶蛋白质结构的统计学等效性检验。

Statistical Equivalence Testing of Higher-Order Protein Structures with Differential Hydrogen Exchange-Mass Spectrometry (HX-MS).

机构信息

Department of Chemistry, The University of Kansas, 1567 Irving Hill Road, Lawrence, Kansas 66045, United States.

出版信息

Anal Chem. 2021 May 11;93(18):6980-6988. doi: 10.1021/acs.analchem.0c05279. Epub 2021 Apr 29.

Abstract

Hydrogen exchange-mass spectrometry (HX-MS) is widely recognized for its potential utility for establishing the equivalence of the higher-order structures of proteins, particularly in comparability and similarity contexts. However, recent progress in the statistical analysis of HX-MS data has instead placed an emphasis on significance testing to identify regions of proteins where there are significant differences in HX between two or more protein states. In the cases involving assessment of similarity or equivalence of the higher-order structure of different protein samples (e.g., biosimilars), significance testing of HX-MS data is unsuitable. To meet this need, we have adapted the univariate two one-sided test (TOST) equivalence testing method for HX-MS data. Equivalence acceptance criteria were determined using maximum deviations from randomized resampling of truly equivalent samples to define hybrid equivalence criteria (maximum deviation of true equivalents, MDTE). Application of the TOST-MDTE test on differential HX-MS measurements of wild-type and mutated maltose-binding proteins demonstrates that the equivalence testing method was fit-for-purpose. Three infliximab biosimilars (Remsima, Renflexis, and Inflectra) were found to be equivalent to their Remicade reference product based on differential HX-MS measurements, while 5% deglycosylated NIST mAb was not statistically equivalent to the unmodified NIST mAb reference.

摘要

氢交换-质谱(HX-MS)被广泛认为具有确定蛋白质高级结构等效性的潜力,特别是在可比性和相似性背景下。然而,最近 HX-MS 数据分析的统计分析进展则强调了通过显著性检验来识别蛋白质中存在两个或多个蛋白质状态之间 HX 存在显著差异的区域。在涉及评估不同蛋白质样品(例如生物类似物)的高级结构相似性或等效性的情况下,HX-MS 数据的显著性检验是不适用的。为了满足这一需求,我们已经针对 HX-MS 数据改编了单变量双边检验(TOST)等效性检验方法。使用从真正等效样品的随机重采样中获得的最大偏差来确定等效性接受标准,以定义混合等效性标准(真实等效的最大偏差,MDTE)。TOST-MDTE 检验在野生型和突变麦芽糖结合蛋白的差异 HX-MS 测量中的应用表明,该等效性检验方法是合适的。基于差异 HX-MS 测量,三种英夫利昔单抗生物类似物(Remsima、Renflexis 和 Inflectra)被发现与其 Remicade 参考产品等效,而 5%去糖基化 NIST mAb 与未修饰的 NIST mAb 参考品在统计学上并不等效。

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