Temporal genomic analysis of melanoma rejection identifies regulators of tumor immune evasion

黑色素瘤排斥的时间基因组分析确定了肿瘤免疫逃避的调节因子

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作者:Sapir Cohen Shvefel, Joy A Pai, Yingying Cao, Lipika R Pal, Ronen Levy, Winnie Yao, Kuoyuan Cheng, Marie Zemanek, Osnat Bartok, Chen Weller, Yajie Yin, Peter P Du, Elizabeta Yakubovich, Irit Orr, Shifra Ben-Dor, Roni Oren, Liat Fellus-Alyagor, Ofra Golani, Inna Goliand, Dean Ranmar, Ilya Savchenko, 

Abstract

Decreased intra-tumor heterogeneity (ITH) correlates with increased patient survival and immunotherapy response. However, even highly homogenous tumors may display variability in their aggressiveness, and how immunologic-factors impinge on their aggressiveness remains understudied. Here we studied the mechanisms responsible for the immune-escape of murine tumors with low ITH. We compared the temporal growth of homogeneous, genetically-similar single-cell clones that are rejected vs. those that are not-rejected after transplantation in-vivo using single-cell RNA sequencing and immunophenotyping. Non-rejected clones showed high infiltration of tumor-associated-macrophages (TAMs), lower T-cell infiltration, and increased T-cell exhaustion compared to rejected clones. Comparative analysis of rejection-associated gene expression programs, combined with in-vivo CRISPR knockout screens of candidate mediators, identified Mif (macrophage migration inhibitory factor) as a regulator of immune rejection. Mif knockout led to smaller tumors and reversed non-rejection-associated immune composition, particularly, leading to the reduction of immunosuppressive macrophage infiltration. Finally, we validated these results in melanoma patient data.

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