Mitogen-activated protein kinase activity drives cell trajectories in colorectal cancer.
Florian UhlitzPhilip BischoffStefan PeidliAnja SieberAlexandra TrinksMareen LüthenBenedikt ObermayerEric BlancYana RuchiyThomas SellSoulafa MamloukRoberto ArsieTzu-Ting WeiKathleen Klotz-NoackRoland F SchwarzBirgit SawitzkiCarsten KamphuesDieter BeuleMarkus LandthalerChristine SersDavid HorstNils BlüthgenMarkus MorkelPublished in: EMBO molecular medicine (2021)
In colorectal cancer, oncogenic mutations transform a hierarchically organized and homeostatic epithelium into invasive cancer tissue lacking visible organization. We sought to define transcriptional states of colorectal cancer cells and signals controlling their development by performing single-cell transcriptome analysis of tumors and matched non-cancerous tissues of twelve colorectal cancer patients. We defined patient-overarching colorectal cancer cell clusters characterized by differential activities of oncogenic signaling pathways such as mitogen-activated protein kinase and oncogenic traits such as replication stress. RNA metabolic labeling and assessment of RNA velocity in patient-derived organoids revealed developmental trajectories of colorectal cancer cells organized along a mitogen-activated protein kinase activity gradient. This was in contrast to normal colon organoid cells developing along graded Wnt activity. Experimental targeting of EGFR-BRAF-MEK in cancer organoids affected signaling and gene expression contingent on predictive KRAS/BRAF mutations and induced cell plasticity overriding default developmental trajectories. Our results highlight directional cancer cell development as a driver of non-genetic cancer cell heterogeneity and re-routing of trajectories as a response to targeted therapy.
Keyphrases
- single cell
- gene expression
- rna seq
- depressive symptoms
- papillary thyroid
- tyrosine kinase
- transcription factor
- high throughput
- induced apoptosis
- genome wide
- protein kinase
- stem cells
- squamous cell
- dna methylation
- small cell lung cancer
- signaling pathway
- cell therapy
- lymph node metastasis
- wild type
- magnetic resonance
- cell proliferation
- magnetic resonance imaging
- functional connectivity
- computed tomography
- cancer therapy
- nucleic acid
- high glucose
- metastatic colorectal cancer
- mesenchymal stem cells
- diabetic rats
- heat shock
- copy number
- case report
- epithelial mesenchymal transition
- cell death
- heat shock protein