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Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq.

Authors :
Tirosh I
Izar B
Prakadan SM
Wadsworth MH 2nd
Treacy D
Trombetta JJ
Rotem A
Rodman C
Lian C
Murphy G
Fallahi-Sichani M
Dutton-Regester K
Lin JR
Cohen O
Shah P
Lu D
Genshaft AS
Hughes TK
Ziegler CG
Kazer SW
Gaillard A
Kolb KE
Villani AC
Johannessen CM
Andreev AY
Van Allen EM
Bertagnolli M
Sorger PK
Sullivan RJ
Flaherty KT
Frederick DT
Jané-Valbuena J
Yoon CH
Rozenblatt-Rosen O
Shalek AK
Regev A
Garraway LA
Source :
Science (New York, N.Y.) [Science] 2016 Apr 08; Vol. 352 (6282), pp. 189-96.
Publication Year :
2016

Abstract

To explore the distinct genotypic and phenotypic states of melanoma tumors, we applied single-cell RNA sequencing (RNA-seq) to 4645 single cells isolated from 19 patients, profiling malignant, immune, stromal, and endothelial cells. Malignant cells within the same tumor displayed transcriptional heterogeneity associated with the cell cycle, spatial context, and a drug-resistance program. In particular, all tumors harbored malignant cells from two distinct transcriptional cell states, such that tumors characterized by high levels of the MITF transcription factor also contained cells with low MITF and elevated levels of the AXL kinase. Single-cell analyses suggested distinct tumor microenvironmental patterns, including cell-to-cell interactions. Analysis of tumor-infiltrating T cells revealed exhaustion programs, their connection to T cell activation and clonal expansion, and their variability across patients. Overall, we begin to unravel the cellular ecosystem of tumors and how single-cell genomics offers insights with implications for both targeted and immune therapies.<br /> (Copyright © 2016, American Association for the Advancement of Science.)

Details

Language :
English
ISSN :
1095-9203
Volume :
352
Issue :
6282
Database :
MEDLINE
Journal :
Science (New York, N.Y.)
Publication Type :
Academic Journal
Accession number :
27124452
Full Text :
https://doi.org/10.1126/science.aad0501