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dc.contributor.authorKellis, Manolis
dc.date.accessioned2022-07-13T16:27:36Z
dc.date.available2022-07-13T16:27:36Z
dc.date.issued2021
dc.identifier.urihttps://hdl.handle.net/1721.1/143713
dc.description.abstractDespite initial responses1-3, most melanoma patients develop resistance4 to immune checkpoint blockade (ICB). To understand the evolution of resistance, we studied 37 tumor samples over 9 years from a patient with metastatic melanoma with complete clinical response to ICB followed by delayed recurrence and death. Phylogenetic analysis revealed co-evolution of seven lineages with multiple convergent, but independent resistance-associated alterations. 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 RNA sequencing and highly multiplexed immunofluorescence (t-CyCIF) revealed differences in immune composition among different lineages. Imaging revealed a vasculogenic mimicry phenotype in NGFRhi tumor cells with high PD-L1 expression in close proximity to immune cells. Rapid autopsy demonstrated two 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 patient with melanoma with an unusual clinical course.en_US
dc.language.isoen
dc.publisherSpringer Science and Business Media LLCen_US
dc.relation.isversionof10.1038/S41591-021-01331-8en_US
dc.rightsArticle is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.en_US
dc.sourcePMCen_US
dc.titleEvolution of delayed resistance to immunotherapy in a melanoma responderen_US
dc.typeArticleen_US
dc.identifier.citationKellis, Manolis. 2021. "Evolution of delayed resistance to immunotherapy in a melanoma responder." Nature Medicine, 27 (6).
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
dc.relation.journalNature Medicineen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2022-07-13T16:20:20Z
dspace.orderedauthorsLiu, D; Lin, J-R; Robitschek, EJ; Kasumova, GG; Heyde, A; Shi, A; Kraya, A; Zhang, G; Moll, T; Frederick, DT; Chen, Y-A; Wang, S; Schapiro, D; Ho, L-L; Bi, K; Sahu, A; Mei, S; Miao, B; Sharova, T; Alvarez-Breckenridge, C; Stocking, JH; Kim, T; Fadden, R; Lawrence, D; Hoang, MP; Cahill, DP; Malehmir, M; Nowak, MA; Brastianos, PK; Lian, CG; Ruppin, E; Izar, B; Herlyn, M; Van Allen, EM; Nathanson, K; Flaherty, KT; Sullivan, RJ; Kellis, M; Sorger, PK; Boland, GMen_US
dspace.date.submission2022-07-13T16:20:21Z
mit.journal.volume27en_US
mit.journal.issue6en_US
mit.licensePUBLISHER_POLICY
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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