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Table 1 Dynamic immune correlates of anti-CTLA-4 and anti-PD-1 treatment outcome in clinical studies

From: Emerging dynamics pathways of response and resistance to PD-1 and CTLA-4 blockade: tackling uncertainty by confronting complexity

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

[24, 25]

Anti-PD-1 monotherapy

[95,96,97]

Increase in absolute lymphocyte count in the periphery

Clinical benefit

Melanoma

Anti-CTLA-4 monotherapy

[53,54,55,56]

Expansion in CD8 + memory T cells in the periphery

Clinical benefit

Melanoma

Anti-CTLA-4 monotherapy

[28, 29]

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

[24, 99]

Proliferative response of PD-1+/CD8 + T cells in the periphery

Clinical benefit

Multiple cancer types

Anti-PD-1 monotherapy

[100,101,102]

Expansion of ICOS + CD4 + T cells with Th1 like effector phenotype in the periphery

Clinical benefit

Multiple cancer types

Anti-CTLA-4 monotherapy

[40, 41]

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

[88, 92]

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

[53, 57, 91]

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

[59, 61]

Increased clonality of the TCR repertoire in the periphery

irAE

Melanoma and mCRPC

Anti-CTLA-4 monotherapy

[62, 65]

Clinical Benefit

Multiple tumor types

Anti-PD-1 monotherapy

[106,107,108]

Depletion in specific MDSCs subsets in the periphery

Clinical benefit

Melanoma

 

[88, 109]

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]

  1. *Trend in association, not reaching statistical significance (P = 0.09)