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利用行业联盟的临床数据比较用于测定抗药物抗体水平的滴度和信噪比(S/N)

Comparison of Titer and Signal to Noise (S/N) for Determination of Anti-drug Antibody Magnitude Using Clinical Data from an Industry Consortium.

作者信息

Starcevic Manning Marta, Hassanein Mohamed, Partridge Michael A, Jawa Vibha, Mora Johanna, Ryman Josiah, Barker Breann, Braithwaite Christian, Carleton Kevin, Hay Laura, Hottenstein Charles, Kubiak Robert J, Devanarayan Viswanath

机构信息

Translational Safety and Bioanalytical Sciences, Amgen Research, One Amgen Center Drive, MS 30E-3B, Thousand Oaks, California, 91320, USA.

Early Clinical Development, Precision Medicine, Pfizer Inc., Cambridge, Massachusetts, USA.

出版信息

AAPS J. 2022 Jul 12;24(4):81. doi: 10.1208/s12248-022-00728-8.

DOI:10.1208/s12248-022-00728-8
PMID:35821280
Abstract

During biotherapeutic drug development, immunogenicity is evaluated by measuring anti-drug antibodies (ADAs). The presence and magnitude of ADA responses is assessed using a multi-tier workflow where samples are screened, confirmed, and titered. Recent reports suggest that the assay signal to noise ratio (S/N) obtained during the screening tier correlates well with titer. To determine whether S/N could more broadly replace titer, anonymized ADA data from a consortium of sponsors was collected and analyzed. Datasets from clinical programs with therapeutics of varying immunogenicity risk levels (low to high), common ADA assay platforms (ELISA and MSD) and formats (bridging, direct, solid-phase extraction with acid dissociation), and titration approaches (endpoint and interpolated) were included in the analysis. A statistically significant correlation between S/N and titer was observed in all datasets, with a strong correlation (Spearman's r > 0.8) in 11 out of 15 assays (73%). For assays with available data, conclusions regarding ADA impact on pharmacokinetics and pharmacodynamics were similar using S/N or titer. Subject ADA kinetic profiles were also comparable using the two measurements. Determination of antibody boosting in patients with pre-existing responses could be accomplished using similar approaches for titer and S/N. Investigation of factors that impacted the accuracy of ADA magnitude measurements revealed advantages and disadvantages to both approaches. In general, S/N had superior precision and ability to detect potentially low affinity/avidity responses compared to titer. This analysis indicates that S/N could serve as an equivalent and in some cases preferable alternative to titer for assessing ADA magnitude and evaluation of impact on clinical responses.

摘要

在生物治疗药物研发过程中,通过检测抗药物抗体(ADA)来评估免疫原性。使用多层工作流程评估ADA反应的存在和强度,对样品进行筛选、确认和滴定。最近的报告表明,筛选阶段获得的检测信噪比(S/N)与滴度密切相关。为了确定S/N是否能更广泛地替代滴度,收集并分析了来自多个申办方联盟的匿名ADA数据。分析纳入了来自不同免疫原性风险水平(低到高)治疗药物的临床项目数据集、常见的ADA检测平台(ELISA和MSD)和形式(桥接、直接、酸解离固相萃取)以及滴定方法(终点法和内插法)。在所有数据集中均观察到S/N与滴度之间存在统计学显著相关性,15项检测中有11项(73%)具有强相关性(斯皮尔曼相关系数r>0.8)。对于有可用数据的检测,使用S/N或滴度得出的关于ADA对药代动力学和药效学影响的结论相似。使用这两种测量方法得出的受试者ADA动力学曲线也具有可比性。对于已有反应的患者,可使用类似的滴度和S/N方法来确定抗体增强情况。对影响ADA强度测量准确性的因素进行调查后发现,两种方法都有优缺点。总体而言,与滴度相比,S/N具有更高的精度和检测潜在低亲和力/低亲合力反应的能力。该分析表明,在评估ADA强度和对临床反应的影响时,S/N可作为滴度的等效替代方法,在某些情况下甚至更具优势。

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