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Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq.


ABSTRACT: Tumor subclasses differ according to the genotypes and phenotypes of malignant cells as well as the composition of the tumor microenvironment (TME). We dissected these influences in isocitrate dehydrogenase (IDH)-mutant gliomas by combining 14,226 single-cell RNA sequencing (RNA-seq) profiles from 16 patient samples with bulk RNA-seq profiles from 165 patient samples. Differences in bulk profiles between IDH-mutant astrocytoma and oligodendroglioma can be primarily explained by distinct TME and signature genetic events, whereas both tumor types share similar developmental hierarchies and lineages of glial differentiation. As tumor grade increases, we find enhanced proliferation of malignant cells, larger pools of undifferentiated glioma cells, and an increase in macrophage over microglia expression programs in TME. Our work provides a unifying model for IDH-mutant gliomas and a general framework for dissecting the differences among human tumor subclasses.

SUBMITTER: Venteicher AS 

PROVIDER: S-EPMC5519096 | biostudies-literature | 2017 Mar

REPOSITORIES: biostudies-literature

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Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq.

Venteicher Andrew S AS   Tirosh Itay I   Hebert Christine C   Yizhak Keren K   Neftel Cyril C   Filbin Mariella G MG   Hovestadt Volker V   Escalante Leah E LE   Shaw McKenzie L ML   Rodman Christopher C   Gillespie Shawn M SM   Dionne Danielle D   Luo Christina C CC   Ravichandran Hiranmayi H   Mylvaganam Ravindra R   Mount Christopher C   Onozato Maristela L ML   Nahed Brian V BV   Wakimoto Hiroaki H   Curry William T WT   Iafrate A John AJ   Rivera Miguel N MN   Frosch Matthew P MP   Golub Todd R TR   Brastianos Priscilla K PK   Getz Gad G   Patel Anoop P AP   Monje Michelle M   Cahill Daniel P DP   Rozenblatt-Rosen Orit O   Louis David N DN   Bernstein Bradley E BE   Regev Aviv A   Suvà Mario L ML  

Science (New York, N.Y.) 20170301 6332


Tumor subclasses differ according to the genotypes and phenotypes of malignant cells as well as the composition of the tumor microenvironment (TME). We dissected these influences in isocitrate dehydrogenase (IDH)-mutant gliomas by combining 14,226 single-cell RNA sequencing (RNA-seq) profiles from 16 patient samples with bulk RNA-seq profiles from 165 patient samples. Differences in bulk profiles between IDH-mutant astrocytoma and oligodendroglioma can be primarily explained by distinct TME and  ...[more]

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