Biology subjects

Baguette, A.

Publications and source records attributed to Baguette, A..

4 recordsLinked to original sources

bioRxiv2025

SUZ12-Nucleic Acid Interactions Constrain PRC2 Activity to Maintain Targeted Gene Silencing Essential to Diffuse Midline Glioma

Polycomb Repressive Complex 2 (PRC2) mediates transcriptional silencing through trimethylation of histone H3 at lysine 27 (H3K27me3), an epigenetic modification critical for development and frequently altered in cancer. Pediatric diffuse midline gliomas (DMGs) bearing the histone H3 K27M mutation exhibit global loss of H3K27me3 due to dominant inhibition of PRC2 by the mutant histone. Despite widespread hypomethylation, focal retention of H3K27me3 persists, and tumor cells maintain dependency on residual PRC2 activity for proliferation. The molecular basis underlying this residual enzymatic function and its regulation remain poorly defined. To address this mechanism, we investigated the role of SUZ12, the architectural core of PRC2 that facilitates interactions with accessory subunits. We identified the SUZ12 N-terminal region as a regulatory domain that constrains PRC2 catalytic activity through transient interactions with nucleic acids, thereby limiting non-specific chromatin engagement. Expression of a truncated SUZ12 variant retaining the catalytic VEFS domain, but lacking the nucleic acid-binding regulatory elements, led to widespread H3K27 hypermethylation, displacement of canonical PRC1 complexes, disruption of chromatin architecture, and impaired H3 K27M glioma cell growth in vitro and in vivo. Biochemical analyses revealed a SUZ12 N-terminal domain that modulates PRC2 activity by promoting non-productive binding to nucleic acids, thus establishing a kinetic equilibrium essential for precise chromatin targeting. These findings redefine Polycomb specificity as a dynamic equilibrium between productive nucleosomal engagement and non-productive nucleic acid interactions, providing critical insights into PRC2 regulation and highlighting potential therapeutic vulnerabilities in PRC2-dependent cancers.

molecular biology↗

bioRxiv2024

A universal tool for chromatin loop annotation in bulk and single-cell Hi-C data

Annotating chromatin loops is essential for understanding the 3D genomes role in gene regulation, but current methods struggle with low coverage, particularly in single-cell datasets. Chromatin loops are kilo-to mega-range structures that exhibit broader features, such as co-occurring loops, stripes, and domain boundaries along axial directions of Hi-C contact maps. However, existing tools primarily focus on detecting localized, highly-concentrated, interactions. Furthermore, the wide variety of available chromatin conformation datasets is rarely utilized in developing effective loop callers. Here, we present Polaris, a universal tool that integrates axial attention with a U-shaped backbone to accurately detect loops across different 3D genome assays. By leveraging extensive Hi-C contact maps in a pretrain-finetune paradigm, Polaris achieves consistent performance across various datasets. We compare Polaris against existing tools in loop annotation from both bulk and single-cell data and find that Polaris outperforms other programs across different cell types, species, sequencing depths, and assays.

bioinformatics↗

bioRxiv2023

H3K27me3 spreading organizes canonical PRC1 chromatin architecture to regulate developmental programs

Polycomb Repressive Complex 2 (PRC2)-mediated histone H3K27 tri-methylation (H3K27me3) recruits canonical PRC1 (cPRC1) to maintain heterochromatin. In early development, polycomb-regulated genes are connected through long-range 3D interactions which resolve upon differentiation. Here, we report that polycomb looping is controlled by H3K27me3 spreading and regulates target gene silencing and cell fate specification. Using glioma-derived H3 Lys-27-Met (H3K27M) mutations as tools to restrict H3K27me3 deposition, we show that H3K27me3 confinement concentrates the chromatin pool of cPRC1, resulting in heightened 3D interactions mirroring chromatin architecture of pluripotency, and stringent gene repression that maintains cells in progenitor states to facilitate tumor development. Conversely, H3K27me3 spread in pluripotent stem cells, following neural differentiation or loss of the H3K36 methyltransferase NSD1, dilutes cPRC1 concentration and dissolves polycomb loops. These results identify the regulatory principles and disease implications of polycomb looping and nominate histone modification-guided distribution of reader complexes as an important mechanism for nuclear compartment organization. Highlights{square} The confinement of H3K27me3 at PRC2 nucleation sites without its spreading correlates with increased 3D chromatin interactions. {square}The H3K27M oncohistone concentrates canonical PRC1 that anchors chromatin loop interactions in gliomas, silencing developmental programs. {square}Stem and progenitor cells require factors promoting H3K27me3 confinement, including H3K36me2, to maintain cPRC1 loop architecture. {square}The cPRC1-H3K27me3 interaction is a targetable driver of aberrant self-renewal in tumor cells.

molecular biology↗

bioRxiv2020

Genes on Different Strands Mark Boundaries Associated with Co-regulation Domains

Gene regulation is influenced by chromatin conformation. Current models suggest that topologically associating domains (TADs) act as regulatory units, which could also include distinct co-expression domains (CODs) favouring correlated gene expression. We integrated publicly available RNA-seq, ChIP-seq and Hi-C data from A549 cells stimulated with the glucocorticoid dexamethasone to explore how differentially expressed genes are co-regulated among TADs and CODs. Interestingly, we found that gene position and orientation also impact co-regulation. Indeed, divergent and convergent pairs of genes we enriched at sub-TAD boundaries, forming distinct CODs. We also found that genes at COD boundaries were less likely to be separated by structural proteins such as Cohesin and CTCF. A complementary analysis of lung expression quantitative trait loci (eQTL) demonstrated that genes affected by the same variant were more likely to be found on the same strand while lacking a TAD boundary. Taken together, these results suggest a model where gene orientation can provide a boundary between CODs, at the sub-TAD level, thus affecting their likelihood of co-regulation.

genomics↗