CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Comprehensive peripheral blood immunoprofiling reveals five immunotypes with immunotherapy response characteristics in patients with cancer.
Comprehensive peripheral blood immunoprofiling reveals five immunotypes with immunotherapy response characteristics in patients with cancer.
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我们开发了一个免疫分型平台,利用多参数流式细胞术来表征健康供者和晚期癌症患者外周血中的免疫细胞异质性。通过无监督聚类,我们识别出五种免疫类型,其不同细胞类型的分布和基因表达谱各具特征。采用相同方法对17,800份开源转录组进行的独立分析证实了这些发现。我们开发了基于免疫类型的连续特征评分,以将全身免疫与患者对不同癌症治疗(包括免疫治疗)的反应相关联,并具有预后和预测价值。我们的方法和发现表明,一种简单的血液检测有望作为一种灵活工具,基于全身免疫分型将癌症患者分层为治疗反应组。
The lack of comprehensive diagnostics and consensus analytical models for evaluating the status of a patient's immune system has hindered a wider adoption of immunoprofiling for treatment monitoring and response prediction in cancer patients. To address this unmet need, we developed an immunoprofiling platform that uses multiparameter flow cytometry to characterize immune cell heterogeneity in the peripheral blood of healthy donors and patients with advanced cancers.
Using unsupervised clustering, we identified five immunotypes with unique distributions of different cell types and gene expression profiles. An independent analysis of 17,800 open-source transcriptomes with the same approach corroborated these findings. Continuous immunotype-based signature scores were developed to correlate systemic immunity with patient responses to different cancer treatments, including immunotherapy, prognostically and predictively.
Our approach and findings illustrate the potential utility of a simple blood test as a flexible tool for stratifying cancer patients into therapy response groups based on systemic immunoprofiling.
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