Single-cell multimodal glioma analyses identify epigenetic regulators of cellular plasticity and environmental stress response

2021 ◽  
Author(s):  
Kevin C. Johnson ◽  
Kevin J. Anderson ◽  
Elise T. Courtois ◽  
Amit D. Gujar ◽  
Floris P. Barthel ◽  
...  
Author(s):  
Kevin C. Johnson ◽  
Kevin J. Anderson ◽  
Elise T. Courtois ◽  
Floris P. Barthel ◽  
Frederick S. Varn ◽  
...  

ABSTRACTGlioma intratumoral heterogeneity enables adaptation to challenging microenvironments and contributes to universal therapeutic resistance. Here, we integrated 914 single-cell DNA methylomes, 55,284 single-cell transcriptomes, and bulk multi-omic profiles across 11 adult IDH-mutant or IDH-wild-type gliomas to delineate sources of intratumoral heterogeneity. We found that local DNA methylation instability, or epimutation burden, was elevated in more aggressive tumors, reflected intratumoral variability, linked with transcriptional disruption, and associated with environmental stress response. We show that the activation of cell-state specific transcription factors is impacted by epimutations and that loosened epigenetic control may facilitate cellular plasticity. Our analyses support that somatic copy number alterations (SCNAs) promote epigenetic instability and that SCNAs largely precede epigenetic and transcriptomic diversification during glioma evolution. We confirmed the link between genetic and epigenetic instability by analyzing larger cohorts of bulk longitudinally collected and spatially separated DNA methylation data. Increased DNA methylation instability was associated with accelerated disease progression, and recurrently selected DNA methylation changes were enriched for environmental stress response pathways. Our work provides an integrative framework to better understand glioma evolution and highlights the importance of epigenetic heterogeneity in shaping therapeutic response.


2018 ◽  
Vol 41 (4) ◽  
pp. 837-849 ◽  
Author(s):  
Ping Zheng ◽  
Jian-Xin Wu ◽  
Sunil Kumar Sahu ◽  
Hong-Yun Zeng ◽  
Li-Qun Huang ◽  
...  

2020 ◽  
Vol 117 (29) ◽  
pp. 17031-17040 ◽  
Author(s):  
Allegra Terhorst ◽  
Arzu Sandikci ◽  
Abigail Keller ◽  
Charles A. Whittaker ◽  
Maitreya J. Dunham ◽  
...  

Aneuploidy, a condition characterized by whole chromosome gains and losses, is often associated with significant cellular stress and decreased fitness. However, how cells respond to the aneuploid state has remained controversial. In aneuploid budding yeast, two opposing gene-expression patterns have been reported: the “environmental stress response” (ESR) and the “common aneuploidy gene-expression” (CAGE) signature, in which many ESR genes are oppositely regulated. Here, we investigate this controversy. We show that the CAGE signature is not an aneuploidy-specific gene-expression signature but the result of normalizing the gene-expression profile of actively proliferating aneuploid cells to that of euploid cells grown into stationary phase. Because growth into stationary phase is among the strongest inducers of the ESR, the ESR in aneuploid cells was masked when stationary phase euploid cells were used for normalization in transcriptomic studies. When exponentially growing euploid cells are used in gene-expression comparisons with aneuploid cells, the CAGE signature is no longer evident in aneuploid cells. Instead, aneuploid cells exhibit the ESR. We further show that the ESR causes selective ribosome loss in aneuploid cells, providing an explanation for the decreased cellular density of aneuploid cells. We conclude that aneuploid budding yeast cells mount the ESR, rather than the CAGE signature, in response to aneuploidy-induced cellular stresses, resulting in selective ribosome loss. We propose that the ESR serves two purposes in aneuploid cells: protecting cells from aneuploidy-induced cellular stresses and preventing excessive cellular enlargement during slowed cell cycles by down-regulating translation capacity.


2013 ◽  
Vol 32 (7) ◽  
pp. 971-983 ◽  
Author(s):  
Jing Han Hong ◽  
Seng Wee Seah ◽  
Jian Xu

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