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Immune contexture analysis in immuno‐oncology: applications and challenges of multiplex fluorescent immunohistochemistry

机译:免疫肿瘤学中的免疫构建分析:多重荧光免疫组化的应用与挑战

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摘要

The tumor microenvironment is an integral player in cancer initiation, tumor progression, response and resistance to anti‐cancer therapy. Understanding the complex interactions of tumor immune architecture (referred to as ‘immune contexture’) has therefore become increasingly desirable to guide our approach to patient selection, clinical trial design, combination therapies, and patient management. Quantitative image analysis based on multiplexed fluorescence immunohistochemistry and deep learning technologies are rapidly developing to enable researchers to interrogate complex information from the tumor microenvironment and find predictive insights into treatment response. Herein, we discuss current developments in multiplexed fluorescence immunohistochemistry for immune contexture analysis, and their application in immuno‐oncology, and discuss challenges to effectively use this technology in clinical settings. We also present a multiplexed image analysis workflow to analyse fluorescence multiplexed stained tumor sections using the Vectra Automated Digital Pathology System together with FCS express flow cytometry software. The benefit of this strategy is that the spectral unmixing accurately generates and analyses complex arrays of multiple biomarkers, which can be helpful for diagnosis, risk stratification, and guiding clinical management of oncology patients.
机译:肿瘤微环境是癌症起始,肿瘤进展,反应和对抗癌疗法抗性的一体运动员。理解肿瘤免疫架构的复杂相互作用(称为“免疫构建”)因此,越来越希望指导我们对患者选择,临床试验设计,组合疗法和患者管理的方法。基于多路复用荧光免疫组织化学和深度学习技术的定量图像分析迅速发展,使研究人员能够从肿瘤微环境中询问复杂信息,并找到预测性洞察的治疗反应。在此,我们讨论了多重荧光免疫组织化学的目前的免疫性上下文分析,及其在免疫肿瘤学中的应用,并讨论有效利用该技术在临床环境中的挑战。我们还提供了一种多路复用图像分析工作流程,使用Vectra自动化数字病理系统与FCS Express流式细胞仪软件一起分析荧光复用染色的肿瘤切片。该策略的益处是,光谱解密精确地产生并分析复杂的多种生物标志物阵列,这有助于诊断,风险分层和肿瘤患者的临床管理。

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