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Updated: Sep 3, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Changes of Immune Cell Fractions in Patients Treated with Immune Checkpoint Inhibitors
Hye Ryeon Kim1, Jung Hun Kang2, Sung Hyun Kim1
1Department of Internal Medicine, Dong-A University College of Medicine, Busan 49201, Korea.
Background:
With the development of immunology, immune checkpoint inhibitors (ICIs) have been widely used in various cancer treatments. Although some patients can benefit from ICIs, other patients have no response to ICIs or suffer from hyperprogression. There has been no biomarker for predicting the efficacy of ICIs. Thus, the objective of this study was to find biomarkers for predicting the efficacy of ICIs using peripheral blood.
Methods:
Adults patients planned to be treated with ICIs were enrolled in this study. Blood sampling was carried out before and after administration of ICIs. Changes of immune cell fraction were analyzed for each patient.
Results:
Among 182 patients enrolled, immune cell analysis was performed for 90 patients. The objective response rate was 14.4% (n = 13/90). The median progression-free survival (PFS) was 6.0 months (95% CI: 3.1-8.9 months), and the median overall survival (OS) was 13.9 months (95% CI: 5.6-22.2 months). Significant benefits in ORR and OS were shown for patients with increased NKp46-/CD56+ NK cells (p = 0.033 and p = 0.013, respectively). The PFS tended to be longer in these patients, although the difference was not statistically significant (p = 0.050).
Conclusion:
Changes of immune cell fraction before and after administration of ICIs could be a novel biomarker for predicting the efficacy of immunotherapy.

