Dynamic biomarkers | Associated outcome | Cancer type | ICI treatment | References |
---|---|---|---|---|
Expansion and activation of CD8 + effector T cell in the tumor | Clinical benefit | Melanoma | Anti-CTLA-4 monotherapy | |
Anti-PD-1 monotherapy | ||||
Increase in absolute lymphocyte count in the periphery | Clinical benefit | Melanoma | Anti-CTLA-4 monotherapy | |
Expansion in CD8 + memory T cells in the periphery | Clinical benefit | Melanoma | Anti-CTLA-4 monotherapy | |
High on-treatment CD38 + PD-1 + CD8 + T cell counts in tumor and periphery | Progressive disease | Melanoma | Anti-PD-1 monotherapy | [98] |
Expansion in CD8 + T cells in the tumor | Clinical benefit | Melanoma | Anti-PD-1 monotherapy | [97] |
Upregulation of genes associated with T cell activation & T cell homing in the tumor | Clinical benefit | Melanoma | Anti-PD-1 monotherapy | [24] |
Increase in INF-gamma induced transcripts in the tumor | Clinical benefit | Melanoma | Anti-CTLA-4 monotherapy | [26] |
Upregulation of genes involved in antigen presentation in the tumor | Clinical benefit | Melanoma | Anti-PD-1 monotherapy | |
Proliferative response of PD-1+/CD8 + T cells in the periphery | Clinical benefit | Multiple cancer types | Anti-PD-1 monotherapy | |
Expansion of ICOS + CD4 + T cells with Th1 like effector phenotype in the periphery | Clinical benefit | Multiple cancer types | Anti-CTLA-4 monotherapy | |
Expansion in Tregs in the tumor | Hyperprogressive disease | Gastric adenocarcinoma | Anti-PD-1 monotherapy | [103] |
Depletion of Tregs in the tumor | Clinical benefit | Gastric adenocarcinoma | Anti-PD-1 monotherapy | [103] |
Melanoma | Anti-CTLA-4 monotherapy | |||
Expansion of Tregs in the periphery | Disease progression | Melanoma | Anti-CTLA-4 monotherapy | [90] |
Clinical benefit | Melanoma | Anti-CTLA-4 monotherapy | [88] | |
Anti-PD-1 monotherapy | [104] | |||
None | Multiple cancer types | Anti-CTLA-4 monotherapy | ||
Decline in 4PD1Hi cells in the tumor or in the periphery | Clinical benefit | Melanoma | Anti-PD-1 monotherapy | [105] |
Increased richness of the TCR repertoire in the periphery | irAE | Melanoma and mCRPC | Anti-CTLA-4 monotherapy | |
Increased clonality of the TCR repertoire in the periphery | irAE | Melanoma and mCRPC | Anti-CTLA-4 monotherapy | |
Clinical Benefit | Multiple tumor types | Anti-PD-1 monotherapy | ||
Depletion in specific MDSCs subsets in the periphery | Clinical benefit | Melanoma | Â | |
Decline in bulk B cells coinciding with an increase in CD21lo B cells or plasmablasts in the periphery | irAE | Melanoma | Combined anti-CTLA-4/ anti-PD-1 | [110] |