Search bioRxiv⌕ Search

Biology subjects

Cetin, R.

Publications and source records attributed to Cetin, R..

3 recordsLinked to original sources

Integrative enhancer discovery identifies functional enhancer dependencies in pediatric acute myeloid leukemia

Pediatric acute myeloid leukemia (AML) is driven by aberrant transcriptional programs sustained by poorly defined cis-regulatory mechanisms. To systematically identify functional enhancer dependencies, we developed an integrative enhancer discovery strategy that combines H3K27ac CUT&Tag profiling, enhancer-associated transcription, and CRISPR interference (CRISPRi) screening. By leveraging enhancer-associated transcription to prioritize candidate regulatory elements, we identified 321 leukemia-associated enhancers for functional interrogation. This approach uncovered the hematopoietic MYB enhancer (H-ME) within the HBS1L-MYB-AHI1 locus as a critical regulator of leukemic growth. H-ME repression reduced chromatin accessibility and active histone marks at the MYB promoter, suppressed MYB expression, and induced differentiation-associated transcriptional programs. In contrast, selective depletion of the enhancer-associated transcript had no effect on MYB expression or leukemic proliferation, demonstrating that enhancer activity resides within the underlying regulatory DNA element rather than its mature RNA product. H-ME exhibited preferential activity in megakaryocytic leukemia, and its perturbation impaired leukemic growth in primary patient-derived models in vitro and in vivo. Together, our findings establish an integrative framework for the systematic discovery of functional enhancer dependencies and identified H-ME as an RNA-independent regulator of MYB in pediatric AML.

cancer biology↗

Single-Cell Mapping of tRNA Expression Dynamics Across Human Hematopoiesis

How transfer RNA (tRNA) expression changes as hematopoietic stem cells are specified into human blood cell types remains unknown. tRNAs translate the 64-codon genetic code into the 21-amino acid protein code, and their relative abundance can influence proteomic output. Here, we introduce simultaneous single-cell tRNA and mRNA sequencing (sc-STM-seq), a scalable, high-throughput approach for profiling tRNAs alongside mRNA transcriptomes in individual cells. Applying sc-STM-seq to human bone marrow, we map tRNA expression and splicing across hematopoietic differentiation trajectories and identify tRNAs associated with stemness, differentiation, and specific cell lineages. Our study provides an atlas of the hematopoietic tRNA landscape and establishes tRNA expression as a previously underappreciated layer of cellular heterogeneity during human blood cell development.

cell biology↗

Single-Cell Roadmap of Early Hemato-Endothelial Development: Functions of Atf3, Zfp711 and Bcl6b

Hematopoiesis is the process of producing blood cells. In mammalian embryos, hematopoiesis occurs in three consecutive overlapping waves (Neo et al. 2021; Dzierzak and Bigas 2018) that are regulated by transcription factors (TFs) and signaling proteins. We investigated the functions of three relatively poorly studied TFs in early embryonic hematopoietic development at single-cell resolution: Activating transcription factor 3 (Atf3), Zinc finger protein 711 (Zfp711), and B cell CLL/lymphoma 6, member B (Bcl6b). These TFs are upregulated early in development when hematopoietic and endothelial lineages separate from cardiac and other mesodermal lineages. We combined multiplexed single-cell RNA sequencing (scRNA-seq) and cell identity analysis using Flow Cytometric Analysis (FCA) with TF knockouts (KO) in in-vitro differentiating mouse embryonic stem cells (mESCs) to dissect the function of these TFs in lineage induction, specification, and separation. The Atf3-KO showed an increase of distinct mesodermal subpopulations, but a decrease of endothelial and erythro-myeloid progenitors (EMPs) by downregulation of important genes (i.e. Runx1, Mafb, Egr1, Jun, Jund, Fos, Batf3, and Zf608) that likely explains the effects on EMPs and the increased expression of interferon-related genes. In Zfp711-KO cells, the number of blood progenitor cells and erythroid cells increased, while the number of endothelial cells decreased. Furthermore, Hoxa expressing mesoderm decreased, while Hoxb expressing mesoderm increased. In contrast, the Bcl6b-KO had no observable effects on early hematopoiesis. In conclusion, we report the function of these three TFs function at different stages of hemato-endothelial lineage specification. HIGHLIGHTSO_LICombined scRNA-seq and FCA on KO mESCs in vitro differentiation enabled unbiased identification of the respective TF functions during specific stages of hematoendothelial lineage specification. C_LIO_LIAtf3-KO: Increased abundance of mesodermal lineages and decreased endothelial lineages and EMPs. - Downregulation of key TF-encoding genes (e.g., Runx1, Mafb, Egr1, Jun, Jund, Fos, Batf3, Zf608) explain the effects on EMPs. - Generation of a distinct mesodermal subpopulation with high expression of sets of interferon and antiviral-related genes. - Upregulation of interferon and anti-viral-related genes, indicating Atf3 acts as a negative regulator of these genes. C_LIO_LIZfp711-KO: Increased numbers of blood progenitor and erythroid cells. Decreased numbers of endothelial cells. - Shift in mesodermal populations: Hoxa expressing mesoderm decreased, and Hoxb expressing mesoderm increased. - Hoxa9, Hoxa10, Hoxa13, Jun, Jund and Atf3 amongst the downregulated genes. The Atf3 promoter has a potential Zfp711-binding site. - Increased expression in a given Endothelium subtype in endocardium in vivo and in vitro. C_LIO_LIBcl6b-KO: No observable impact on early hematopoiesis. C_LI

developmental biology↗