Longitudinal single-cell analysis of a myeloma mouse model identifies subclonal molecular programs associated with progression.
Danielle C CroucherLaura M RichardsSerges P TsofackDaniel D WallerZhihua LiEllen Nong WeiXian Fang HuangMarta ChesiPeter Leif BergsagelMichael SebagTrevor J PughSuzanne TrudelPublished in: Nature communications (2021)
Molecular programs that underlie precursor progression in multiple myeloma are incompletely understood. Here, we report a disease spectrum-spanning, single-cell analysis of the Vκ*MYC myeloma mouse model. Using samples obtained from mice with serologically undetectable disease, we identify malignant cells as early as 30 weeks of age and show that these tumours contain subclonal copy number variations that persist throughout progression. We detect intratumoural heterogeneity driven by transcriptional variability during active disease and show that subclonal expression programs are enriched at different times throughout early disease. We then show how one subclonal program related to GCN2 stress response is progressively activated during progression in myeloma patients. Finally, we use chemical and genetic perturbation of GCN2 in vitro to support this pathway as a therapeutic target in myeloma. These findings therefore present a model of precursor progression in Vκ*MYC mice, nominate an adaptive mechanism important for myeloma survival, and highlight the need for single-cell analyses to understand the biological underpinnings of disease progression.
Keyphrases
- multiple myeloma
- single cell
- newly diagnosed
- copy number
- mouse model
- rna seq
- genome wide
- end stage renal disease
- transcription factor
- public health
- mitochondrial dna
- high throughput
- gene expression
- chronic kidney disease
- ejection fraction
- dna methylation
- induced apoptosis
- type diabetes
- peritoneal dialysis
- cell proliferation
- cross sectional
- signaling pathway
- preterm birth
- single molecule
- endoplasmic reticulum stress
- patient reported outcomes
- pi k akt
- cell cycle arrest