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Abstract
Transcriptomic signatures designed to predict melanoma patient responses to PD-1 blockade have been reported but rarely validated. We now show that intra-patient heterogeneity of tumor responses to PD-1 inhibition limit the predictive performance of these signatures. We reasoned that resistance mechanisms will reflect the tumor microenvironment, and thus we examined PD-1 inhibitor resistance relative to T-cell activity in 94 melanoma tumors collected at baseline and at time of PD-1 inhibitor progression. Tumors were analyzed using RNA sequencing and flow cytometry, and validated functionally. These analyses confirm that major histocompatibility complex (MHC) class I downregulation is a hallmark of resistance to PD-1 inhibitors and is associated with the MITFlow/AXLhigh de-differentiated phenotype and cancer-associated fibroblast signatures. We demonstrate that TGFß drives the treatment resistant phenotype (MITFlow/AXLhigh) and contributes to MHC class I downregulation in melanoma. Combinations of anti-PD-1 with drugs that target the TGFß signaling pathway and/or which reverse melanoma de-differentiation may be effective future therapeutic strategies.
A significant proportion of patients develop innate or acquired resistance to immune checkpoint inhibitors. Here, the authors show that resistance to anti-PD-1 blockade is associated with TGF-beta driven major histocompatibility complex I (MHCI) down-regulation and a de-differentiated phenotype in melanoma patients.
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1 Macquarie University, Sydney, Australia (GRID:grid.1004.5) (ISNI:0000 0001 2158 5405); Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Chris O’Brien Lifehouse, Camperdown, Australia (GRID:grid.419783.0)
2 Macquarie University, Sydney, Australia (GRID:grid.1004.5) (ISNI:0000 0001 2158 5405); Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278)
3 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Crown Princess Mary Cancer Centre, Westmead and Blacktown Hospitals, Sydney, Australia (GRID:grid.419690.3)
4 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, Australia (GRID:grid.412703.3) (ISNI:0000 0004 0587 9093)
5 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Melanoma Oncology and Immunology, Centenary Institute, Camperdown, Australia (GRID:grid.248902.5) (ISNI:0000 0004 0444 7512)
6 School of Mathematics and Statistics, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Charles Perkins Centre, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
7 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital, Camperdown, Australia (GRID:grid.413249.9) (ISNI:0000 0004 0385 0051); Sydney Medical School, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
8 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Charles Perkins Centre, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Sydney Medical School, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
9 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Charles Perkins Centre, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Sydney Medical School, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, Australia (GRID:grid.413249.9) (ISNI:0000 0004 0385 0051)
10 Melanoma Institute Australia, Sydney, Australia (GRID:grid.419690.3) (ISNI:0000 0004 0491 6278); Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, Australia (GRID:grid.412703.3) (ISNI:0000 0004 0587 9093); Charles Perkins Centre, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Sydney Medical School, The University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)