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Shi, Alvin

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Shi, Alvin

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    Evolution of Delayed Resistance to Immunotherapy in a Melanoma Responder
    (Springer Nature, 2021-05-03) Liu, David; Lin, Jia-Ren; Robitschek, Emily; Kasumova, Gyulnara; Heyde, Alexander; Shi, Alvin; Kraya, Adam; Zhang, Gao; Moll, Tabea; Frederick, Dennie; Chen, Yu-An; Schapiro, Denis; Ho, Li-Lun; Bi, Kevin; Sahu, Avinash; Mei, Shaolin; Miao, Benchun; Sharova, Tatyana; Alvarez-Breckenridge, Christopher; Stocking, Jackson; Kim, Tommy; Fadden, Riley; Lawrence, Donald; Hoang, Mai; Cahill, Daniel; Maleh Mir, Mohsen; Nowak, Martin; Brastianos, Priscilla; Lian, Christine; Ruppin, Eytan; Izar, Benjamin; Herlyn, Meenhard; Van Allen, Eliezer; Nathanson, Katherine; Flaherty, Keith; Sullivan, Ryan; Kellis, Manolis; Sorger, Peter; Boland, Genevieve
    Despite initial responses, most melanoma patients develop resistance to immune checkpoint blockade (ICB). To understand the evolution of resistance, we studied 37 tumor samples over 9 years from a metastatic melanoma patient with exceptional response followed by delayed recurrence and death. Phylogenetic analysis revealed co-evolution of 7 lineages with multiple convergent, but independent resistance-associated alterations (RAAs). All recurrent tumors emerged from a lineage characterized by loss of chromosome 15q, with post-treatment clones acquiring additional genomic driver events. Deconvolution of bulk RNAseq and highly-multiplexed immunofluorescence (t-CyCIF) revealed differences in immune composition amongst different lineages. Imaging revealed a vasculogenic mimicry phenotype in NGFR-High tumor cells with high PD-L1 expression in close proximity to immune cells. Rapid autopsy demonstrated 2 distinct NGFR spatial patterns with high polarity and proximity to immune cells in subcutaneous tumors versus a diffuse spatial pattern in lung tumors, suggesting different roles of this neural crest-like program in different tumor microenvironments. Broadly, this study establishes a high-resolution map of the evolutionary dynamics of resistance to ICB, characterizes a de-differentiated, neural crest tumor population in melanoma immunotherapy resistance, and describes site specific differences in tumor-immune interactions via longitudinal analysis of a melanoma patient with an unusual clinical course.