Immunogenicity of tislelizumab: clinical summary of ADA incidence and feasibility of assessing the suitability of validation cut points using statistical methods.

IF 1.6 4区 医学 Q4 BIOCHEMICAL RESEARCH METHODS
Boxiang Tao, Meng Wang, Yanfei Yang, Na Zhao, Meiling Tan, Xiaolei Xun, Chunxiang Zeng, Fan Wang
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引用次数: 0

Abstract

Anti-drug antibody (ADA) is a critical indicator of the immunogenicity of biotherapeutics. To investigate the immunogenicity of tislelizumab, a humanized anti-PD-1 (programmed cell death 1) antibody, 3815 patients were analyzed for ADA incidence. The incidence of ADA is reported for the first time as 19.2 %. For any immunogenicity study, appropriate cut points are essential to accurately distinguish true ADA-positive samples from varying backgrounds across populations. Apart from the standardized false positive rate (FPR) method, statistical methods may be more efficient and powerful in evaluating the appropriateness of cut points. However, a detailed protocol for this approach is not yet in consensus. Therefore, by utilizing extensive data from tislelizumab clinical trials, this study explored the feasibility of assessing the suitability of validation cut points (VCPs) using statistical methods. ADA response datasets from 21 clinical tumor populations were evaluated for distribution differences in comparison to the validation population using statistical methods. Fourteen datasets exhibited significant differences from the validation dataset in both medians and variances, with FPRs exceeding the 2-11 % range. Seven datasets only differed significantly in medians, with five having out-of-range FPRs and their positive rates narrowly affected by cut point alteration. The results showed that statistical methods can effectively assess the suitability of VCPs: in-study cut points are recommended for datasets with significantly different median and variance, while VCPs may be appropriate when only medians differ.

tislelizumab的免疫原性:ADA发病率的临床总结和使用统计方法评估验证切入点适用性的可行性。
抗药抗体(ADA)是生物治疗药物免疫原性的重要指标。为了研究tislelizumab(一种人源抗pd -1(程序性细胞死亡1)抗体)的免疫原性,我们分析了3815例ADA患者的发病率。ADA的发生率首次报道为19.2 %。对于任何免疫原性研究,适当的切点对于准确区分不同背景的人群中真正的ada阳性样本至关重要。除了标准化的假阳性率(FPR)方法外,统计方法在评估切割点的适当性方面可能更有效和强大。然而,这种方法的详细协议尚未达成共识。因此,通过利用tislelizumab临床试验的大量数据,本研究探讨了使用统计方法评估验证切点(VCPs)适用性的可行性。采用统计学方法对21个临床肿瘤人群的ADA应答数据集与验证人群的分布差异进行评估。14个数据集在中位数和方差上都与验证数据集存在显著差异,fpr超过2-11 %的范围。7个数据集仅在中位数上有显著差异,其中5个数据集的fpr超出范围,其阳性率受切点改变的影响很小。结果表明,统计方法可以有效地评估vcp的适用性:对于中位数和方差有显著差异的数据集,建议使用研究中切点,而只有中位数不同时,vcp可能是合适的。
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来源期刊
CiteScore
4.10
自引率
0.00%
发文量
120
审稿时长
3 months
期刊介绍: The Journal of Immunological Methods is devoted to covering techniques for: (1) Quantitating and detecting antibodies and/or antigens. (2) Purifying immunoglobulins, lymphokines and other molecules of the immune system. (3) Isolating antigens and other substances important in immunological processes. (4) Labelling antigens and antibodies. (5) Localizing antigens and/or antibodies in tissues and cells. (6) Detecting, and fractionating immunocompetent cells. (7) Assaying for cellular immunity. (8) Documenting cell-cell interactions. (9) Initiating immunity and unresponsiveness. (10) Transplanting tissues. (11) Studying items closely related to immunity such as complement, reticuloendothelial system and others. (12) Molecular techniques for studying immune cells and their receptors. (13) Imaging of the immune system. (14) Methods for production or their fragments in eukaryotic and prokaryotic cells. In addition the journal will publish articles on novel methods for analysing the organization, structure and expression of genes for immunologically important molecules such as immunoglobulins, T cell receptors and accessory molecules involved in antigen recognition, processing and presentation. Submitted full length manuscripts should describe new methods of broad applicability to immunology and not simply the application of an established method to a particular substance - although papers describing such applications may be considered for publication as a short Technical Note. Review articles will also be published by the Journal of Immunological Methods. In general these manuscripts are by solicitation however anyone interested in submitting a review can contact the Reviews Editor and provide an outline of the proposed review.
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