Statistical Center for HIV/AIDS Research and Prevention (SCHARP), Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Cancer Immunol Immunother. 2010 Oct;59(10):1489-501. doi: 10.1007/s00262-010-0875-4. Epub 2010 Jun 15.
No consensus has been reached on how to determine if an immune response has been detected based on raw data from an ELISPOT assay. The goal of this paper is to enable investigators to understand and readily implement currently available methods for response determination. We describe empirical and statistical approaches, identifying the strengths and limitations of each approach to allow readers to rationally select and apply a scientifically sound method appropriate to their specific laboratory setting. Five representative approaches were applied to data sets from the CIMT Immunoguiding Program and the response detection and false positive rates were compared. Simulation studies were also performed to compare empirical and statistical approaches. Based on these, we recommend the use of a non-parametric statistical test. Further, we recommend that six medium control wells or four wells each for both medium control and experimental conditions be performed to increase the sensitivity in detecting a response, that replicates with large variation in spot counts be filtered out, and that positive responses arising from experimental spot counts below the estimated limit of detection be interpreted with caution. Moreover, a web-based user interface was developed to allow easy access to the recommended statistical methods. This interface allows the user to upload data from an ELISPOT assay and obtain an output file of the binary responses.
尚未就如何根据 ELISPOT 检测的原始数据确定是否检测到免疫反应达成共识。本文的目的是使研究人员能够理解和轻松实施当前可用的反应确定方法。我们描述了经验和统计方法,确定了每种方法的优缺点,以便读者能够合理选择并应用适合其特定实验室环境的科学合理的方法。将五种代表性方法应用于 CIMT Immunoguiding 计划的数据集中,并比较了反应检测和假阳性率。还进行了模拟研究来比较经验和统计方法。在此基础上,我们建议使用非参数统计检验。此外,我们建议进行六个中等对照孔或每个中等对照和实验条件各四个孔,以提高检测反应的灵敏度,滤除斑点计数变化较大的重复孔,并谨慎解释来自实验斑点计数低于估计检测限的阳性反应。此外,还开发了一个基于网络的用户界面,以方便访问推荐的统计方法。该界面允许用户从 ELISPOT 检测中上传数据,并获得二进制响应的输出文件。