Search bioRxiv⌕ Search

Biology subjects

Fullio, C. L.

Publications and source records attributed to Fullio, C. L..

4 recordsLinked to original sources

Epigenetic perturbation unravels diverse origins, state conversions and de-differentiation of cortical astrocytes

The role of epigenetic modifiers in astrogenesis is less understood compared to neurogenesis. For example, the Disruptor of telomeric silencing 1 like, DOT1L, conferring H3K79 methylation safeguards neural progenitors from premature differentiation in various brain regions, however, its role in astrogenesis has not yet been reported. Here, we decipher its role during astrogenesis using an Emx1-cre driven DOT1L conditional knock-out during the development of mouse cerebral cortex from E12.5 till P0. We describe two astrocyte types at P0, distinguishable by expression of phagocytosis markers genes. DOT1L loss-of-function (LOF) increased the number of those astrocytes that express fewer phagocytosis marker genes, while it affects a larger number of differentially expressed genes in those astrocytes that strongly express homeostasis marker genes. Our findings establish DOT1L as a barrier between these astrocyte states, limiting differentiation of the astrocytes expressing phagocytosis marker genes. We also identify multiple developmental origins of astrocytes. In addition to apical progenitors (AP), the prevailing stem cell population considered as origin of cortical astrocytes, we identify neural stem cells (NSC) in the dorsal telencephalon differentiating towards astrocytes, and Nkx2.1-lineage derived astrocytes, originating from the ventral telencephalon. This finding refines the prevailing view that dorsal telencephalon APs are the only source of embryonic cortical astrocytes, and enter astrogliogenesis after neurogenesis. We show that the expression of Emx1 discriminates different astrocyte origins during cortical development, and we describe a new set of transcription factors (TFs) that mark the state conversion between the homeostasis or phagocytosis expression programs in astrocytes. DOT1L orchestrates different TF networks, of which Lhx2, Nfia, Sox6, and Creb5 drive astrogliogenesis, and Nfia, Nfib, and Tcf4 affect astrocyte state conversion. Importantly, our analysis also shows that NSCs, APs and astrocytes de-differentiate within this lineage trajectory, and lowering the DOT1L-mediated epigenetic barrier strongly favours appearance of astrocytes with limited phagocytosis properties and reactivation of progenitor programs.

neuroscience↗

Mapping spatial cell-cell communication programs by tailoring chains of cells for transformer neural networks

Recent advances in spatial transcriptomics and computational modeling enable the study of cellular interactions in situ. However, existing methods quantify ligand-receptor activity pairwise or between predefined cell groups, yielding overlapping signals and limited ability to summarize concurrent interactions into programs while localizing communication hotspots. We introduce scCChain, a transformer-based framework that integrates ligand-receptor activity into spatially resolved communication programs and localizes hotspots at spot and single-cell resolution. scCChain first derives candidate programs using structured dimensionality reduction. Subsequently, it samples programspecific communication chains by linking transcriptionally similar sender cells to candidate receivers via weighted random walks on a distance-informed cell graph, borrowing signal from similar neighbors. Transformer-based modeling then scores chains to prioritize communication programs and pinpoint hotspots across the tissue. Applied to human breast cancer spatial transcriptomics data at spot and single-cell resolution, scCChain supports both exploratory communication program discovery and targeted analysis of user-specified ligand-receptor pairs. In spot-level data, it prioritizes a tumor-associated program enriched for pro-angiogenic signaling that localizes to invasive regions. In imaging-based data, it highlights CXCL12-CXCR4 communication hotspots at cellular resolution. Here, we demonstrate that chain-based transformer modeling enables interpretable discovery and mapping of biological meaningful spatial communication programs within complex tissues.

bioinformatics↗

DNMT1-Mediated Regulation of Inhibitory Interneuron Migration Impacts Cortical Architecture and Function

The fine-tuned establishment of neuronal circuits during the formation of the cerebral cortex is pivotal for its functionality. Developmental abnormalities affecting the composition of cortical circuits, which consist of excitatory neurons and inhibitory cortical interneurons (cINs), are linked to a spectrum of neuropsychiatric disorders. Excitatory neurons originate in cortical proliferative zones, while inhibitory interneurons migrate from discrete domains of the basal telencephalon into the cortex. This migration is intricately governed by intrinsic genetic programs and extrinsic cues. Our current study reveals the role of the DNA methyltransferase 1 (DNMT1) in regulating the expression of key genes implicated in mouse cIN development and in guiding the migration of somatostatin (SST)-expressing interneurons at postmitotic level within the developing cortex. Dnmt1 deletion causes SST+ cINs to exit prematurely from the superficial migratory stream. In addition to the perturbed migration pattern and altered gene expression signatures, Dnmt1-deficient SST+ cINs had a discernible non-cell autonomous effect on cortical progenitors, which culminated in nuanced alterations of layer thicknesses in the adult cortex. Our study uncovers that DNMT1 governs the migration of SST+ cINs and through this, their instructive role in sculpting the intricate cortical layer architecture by signaling to cortical progenitors, with pronounced effects on neuronal network function.

neuroscience↗

The lincRNA Pantr1 is a FOXG1 target gene conferring site-specific chromatin binding of FOXG1

Derailed gene expression programs within the developing nervous system, encompassing both transcriptional and posttranscriptional processes, can cause diverse neurodevelopmental diseases (NDD). The NDD FOXG1-syndrome lacks full understanding of the mechanistic role of its eponymous gene product. While it is known that FOXG1 acts in part at the chromatin by binding to regulative regions, it is unclear what factors control its presence at specific sites. Long non-coding RNAs (lncRNAs) can mediate site-directed transcription factor binding, but their potential role in FOXG1-syndrome has not been described. Here, we show that FOXG1 localisation is regulated at selected loci through the lncRNA Pantr1. We identified FOXG1 as an upstream transcriptional activator of Pantr1 in human and mice. Further, we discovered that FOXG1 has the ability to associate with RNAs. Both, transcriptional regulation of Pantr1 by FOXG1 and association of both partners, build up a regulative network that impacts the localisation of FOXG1 at selected genomic loci. Specifically, Pantr1 facilitates cooperative presence of FOXG1/NEUROD1 at specific sites, and Pantr1 reduction leads to redistribution of FOXG1 to comparably more generic binding sites. The rescue of impaired dendritic outgrowth upon FOXG1 reduction by simultaneous overexpression of Pantr1 underlines the importance of the FOXG1/Pantr1 regulative network. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=79 SRC="FIGDIR/small/610239v1_ufig1.gif" ALT="Figure 1"> View larger version (23K): org.highwire.dtl.DTLVardef@19ecb05org.highwire.dtl.DTLVardef@22cfbcorg.highwire.dtl.DTLVardef@1748056org.highwire.dtl.DTLVardef@1959e3c_HPS_FORMAT_FIGEXP M_FIG C_FIG

neuroscience↗