Transcriptional variability accelerates pre-leukemia by cell diversification and perturbation of protein synthesis
Gupta, S.; Dovey, O. M.; Domingues, A. F.; Cyran, O. W.; Cash, C. M.; Giotopoulos, G.; Rak, J.; Cooper, J.; Gozdecka, M.; Asby, R. J.; Al-Jabery, N.; Hernandez-Hernandez, V.; Prabakaran, S.; Huntly, B.; Pina, C.
Show abstract
Transcriptional variability facilitates stochastic cell diversification and can in turn underpin adaptation to stress or injury. We hypothesize that it may analogously facilitate progression of pre-malignancy to cancer. To investigate this, we initiated pre-leukemia in mouse cells with enhanced transcriptional variability due to conditional disruption of the histone lysine acetyltransferase gene Kat2a. By combining single-cell RNA-sequencing of pre-leukemia with functional analysis of transformation, we show that Kat2a loss results in global variegation of cell identity and accumulation of pre-leukemic cells. Leukemia progression is subsequently facilitated by destabilization of ribosome biogenesis and protein synthesis, which confer a transient transformation advantage. The contribution of transcriptional variability to early cancer evolution reflects a generic role in promoting cell fate transitions, which, in the case of well-adapted malignancies, contrastingly differentiates and depletes cancer stem cells. In other words, transcriptional variability confers forward momentum to cell fate systems, with differential multi-stage impact throughout cancer evolution. One-sentence summaryLoss of Kat2a enhances transcriptional variability of ribosome biosynthetic programs and transiently accelerates pre-leukemia
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- CEBPA repression by MECOM blocks differentiation to drive aggressive leukemias 98%
- Leukemia escapes immunity by imposing a Type-1 regulatory program on neoantigen-specific CD4+ T cells. 97%
- Disruption of a GATA2, TAL1, ERG regulatory circuit promotes erythroid transition in healthy and leukemic stem cells 97%
Similar papers in this journal
Similar papers in this journal
- Ontogeny Dictates Oncogenic Potential, Lineage Hierarchy, and Therapy Response in Pediatric Leukemia 98%
- Leukemia cell of origin influences apoptotic priming and sensitivity to LSD1 inhibition 97%
- Distinct Tumor Necrosis Factor Alpha Receptors Dictate Stem Cell Fitness Versus Lineage Output in Dnmt3a-Mutant Clonal Hematopoiesis 95%
Similar papers in this journal
- AML/T cell interactomics uncover correlates of patient outcomes and the key role of ICAM1 in T cell killing of AML 96%
- Spatial analysis reveals distinct immune phenotypes and tertiary lymphoid structure-like aggregates in pediatric acute myeloid leukemia 96%
- Identification of leukemia stem cell subsets with distinct transcriptional, epigenetic and functional properties 96%
Similar papers in this journal
- Sequential CRISPR gene editing in human iPSCs charts the clonal evolution of leukemia 97%
- Reconstructing the lineage histories and differentiation trajectories of individual cancer cells in JAK2-mutant myeloproliferative neoplasms 96%
- Post-Transplant Administration of G-CSF Impedes Engraftment of Gene Edited Human Hematopoietic Stem Cells by Exacerbating the p53-Mediated DNA Damage Response 96%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.