Epigenetic encoding, heritability and plasticity of glioma transcriptional cell states.
Ronan ChalignéFederico GaitiDana SilverbushJoshua S SchiffmanHannah R WeismanLloyd KluegelSimon GritschSunil D DeochandL Nicolas Gonzalez CastroAlyssa R RichmanJohanna KlughammerTommaso BiancalaniChristoph MuusCaroline SheridanAlicia AlonsoFranco IzzoJane ParkOrit Rozenblatt-RosenAviv RegevMario L SuvàDan A LandauPublished in: Nature genetics (2021)
Single-cell RNA sequencing has revealed extensive transcriptional cell state diversity in cancer, often observed independently of genetic heterogeneity, raising the central question of how malignant cell states are encoded epigenetically. To address this, here we performed multiomics single-cell profiling-integrating DNA methylation, transcriptome and genotype within the same cells-of diffuse gliomas, tumors characterized by defined transcriptional cell state diversity. Direct comparison of the epigenetic profiles of distinct cell states revealed key switches for state transitions recapitulating neurodevelopmental trajectories and highlighted dysregulated epigenetic mechanisms underlying gliomagenesis. We further developed a quantitative framework to directly measure cell state heritability and transition dynamics based on high-resolution lineage trees in human samples. We demonstrated heritability of malignant cell states, with key differences in hierarchal and plastic cell state architectures in IDH-mutant glioma versus IDH-wild-type glioblastoma, respectively. This work provides a framework anchoring transcriptional cancer cell states in their epigenetic encoding, inheritance and transition dynamics.
Keyphrases
- single cell
- rna seq
- dna methylation
- gene expression
- cell therapy
- high throughput
- high resolution
- genome wide
- squamous cell carcinoma
- wild type
- transcription factor
- endothelial cells
- mesenchymal stem cells
- oxidative stress
- low grade
- young adults
- mass spectrometry
- depressive symptoms
- cell proliferation
- mitochondrial dna
- congenital heart disease
- long noncoding rna
- heat stress
- high speed