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Updated: Dec 9, 2025

Monitoring PD-1-Blocking Antibodies Bound to T Cells Derived from a Drop of Peripheral Blood
Published on: February 5, 2020
Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade
Yanyun Shen1, Yunfeng Chen2, Duoqin Wang1
1Department of Dermatology.
Background:
Immune checkpoint blockade (ICB) brings hope to many late-stage cancer patients yet its marker for response remains elusive.
Methods:
We developed a hypothesis that treatment-related adverse events (TrAEs) could predict objective response rate (ORR) to ICB. We plotted ORR against corresponding any and grade 3 to 5 (G3-5) TrAEs across a variety of cancer types by performing a meta-analysis using linear regression.
Results:
We identified 113 eligible studies encompassing 25 types of malignancies that were treated with ICB or ICB-based regimes. A significant linear correlation was observed for any and severe TrAEs, respectively. The correlation coefficient was 0.57 (r = 0.324) for any TrAE and 0.61 (r = 0.37) for G3-5 TrAE. For melanoma, the correlation coefficient was 0.81 (r = 0.57) for any TrAE and 0.65 (r = 0.42) for G3-5 TrAEs. For RCC, the correlation coefficient was 0.86 (r = 0.74) for any TrAE and 0.91 (r = 0.83) for G3-5 TrAE. For NSCLC, the correlation coefficient was 0.55 (r = 0.3) for any TrAE and 0.74 (r = 0.86) for G3-5 TrAE. For UC, the correlation coefficient was 0.47 (r = 0.68) for any TrAE and 0.27 (r = 0.52) for G3-5 TrAE, yet the correlation was insignificant for severe AEs.
Conclusion:
Our findings suggest that over half of ICB responses could be reflected by any adverse events and ∼60% of responses could be reflected by severe AEs. Further validation is needed in individual trials.
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