4.8 Article

Novel Immune Infiltrating Cell Signature Based on Cell Pair Algorithm Is a Prognostic Marker in Cancer

期刊

FRONTIERS IN IMMUNOLOGY
卷 12, 期 -, 页码 -

出版社

FRONTIERS MEDIA SA
DOI: 10.3389/fimmu.2021.694490

关键词

immune cell; glioma microenvironment; cell pair algorithm; immunotherapy; prognostic model

资金

  1. National Natural Science Foundation of China [82073893, 81703622]
  2. China Postdoctoral Science Foundation [2018M633002]
  3. Hunan Provincial Natural Science Foundation of China [2018JJ3838]
  4. Hunan Provincial Health Committee Foundation of China [C2019186]
  5. Xiangya Hospital Central South University postdoctoral foundation
  6. Fundamental Research Funds for the Central Universities of Central South University [2021zzts1027]

向作者/读者索取更多资源

In this study, the infiltration pattern of 65 immune cells was collected and evaluated to construct the Immune Cell Pair (ICP) score, which showed a robust reliability and efficacy in predicting the survival of patients with gliomas, in pan-cancer samples, and six independent cancer types. The ICP score was also correlated with the genomic alteration features in gliomas.
Tumor-infiltrating immune cells (TIICs) have become an important source of markers for predicting the clinical outcomes of cancer patients. However, measurements of cellular heterogeneity vary due to the frequently updated reference genomes and gene annotations. In this study, we systematically collected and evaluated the infiltration pattern of 65 immune cells. We constructed the Immune Cell Pair (ICP) score based on the cell pair algorithm in 3,715 samples and across 12 independent cancer types, among which, the ICP score from six cancer types was further validated in 2,228 GEO samples. An extensive tumorigenic and immunogenomic analysis was subsequently conducted. As a result, the ICP score showed a robust reliability and efficacy in predicting the survival of patients with gliomas, in pan-cancer samples, and six independent cancer types. Notably, the ICP score was correlated with the genomic alteration features in gliomas. Moreover, the ICP score exhibited a remarkable association with multiple immunomodulators that could potentially mediate immune escape. Finally, the ICP score predicted immunotherapeutic responses with a high sensitivity, allowing a useful tool for predicting the overall survival and guiding immunotherapy for cancer patients.

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