Biology subjects

Mavrommatis, L.

Publications and source records attributed to Mavrommatis, L..

4 recordsLinked to original sources

bioRxiv2026

IntraTalker - Modelling Intracellular Signalling in1 Cellular Crosstalk

Single-cell sequencing has advanced the study of cell-cell communication, yet most methods focus on intercellular ligand-receptor interactions while neglecting downstream intracellular signalling cascades and the possibility that downstream target genes themselves encode ligands, thereby propagating communication across multiple cells. We present IntraTalker+CrossTalkeR that combines intracellular (IntraTalker) and intercellular (CrossTalkeR) signalling from multimodal single-cell data. IntraTalker infers cell-type-specific transcription factor activities and constructs receptomes that link receptors to downstream target genes, which are then integrated with ligand-receptor predictions in CrossTalkeR. To prioritize signalling receptors, the framework performs in silico receptor perturbation. In a murine bone marrow dataset, this recovered the known function of the Il1r1 receptor in driving myeloid progenitor cell-state changes. In a human myocardial infarction dataset, it predicted a novel role for IGF1R signalling in driving the differentiation of fibroblasts towards progenitor fibroblast states.

bioinformatics↗

bioRxiv2026

Polyploid cardiomyocytes define disease-specific transcriptional states in the mammalian heart

The adult mammalian heart has a limited regenerative capacity. Following injury, cardiomyocytes undergo a hypertrophic response accompanied by polyploidization, which has been described as a barrier to proliferation and regeneration of the heart1,2. However, the unique molecular programs of polyploidy, or genome multiplied cardiomyocytes, and their influence on the disease-related myocardial remodelling process remains unclear. Here, we integrate single-nuclei and high-resolution spatial multi-omics across human, rat, and mouse hearts to define novel cardiac cell states and their tissue niches in ischemic and non-ischemic heart disease. Computational analysis across scales allowed us to generate detailed networks of the cardiac tissue remodelling process as well as tissue and sub-cellular environments uniquely enriched in polyploid cardiomyocytes or their diploid origins. We identify a conserved, dichotomous transcriptional program distinguishing diploid from polyploid cardiomyocytes. Polyploid cardiomyocytes demonstrated rewired metabolic and chromatin-remodeling transcriptional programs and recapitulate the gene signature of immature human fetal cardiomyocytes. Notably, we observe that polyploid cardiomyocytes--rather than the general myocyte population--are the primary sites of enrichment for major heart-failure drug targets, including the mineralocorticoid, {beta}1-adrenergic, and glucagon-like peptide-1 receptors. Based on our cross-species dataset we further identified TNIK, a Wnt-pathway regulator expressed in polyploid cardiomyocytes across species, as a potential therapeutic target and demonstrate that pharmacological TNIK inhibition improves cardiac function after myocardial infarction in rats. Together, this species-spanning, disease-resolved study redefines cardiomyocyte heterogeneity in heart disease and suggests a therapeutic path to heart failure treatment by targeting polyploid cardiomyocytes.

genomics↗

bioRxiv2024

In vitro spatiotemporal reconstruction of human skeletal muscle organogenesis

Spatiotemporal recapitulation of long-range trajectories for lineages that influence body patterning along the medio-lateral and proximal-distal axes during embryogenesis in an in vitro system remains elusive. Here we introduce a three-dimensional organoid approach, termed Gastruloids-Lateraloid-Musculoids (GLMs), to model human neural crest, lateral plate mesoderm and skeletal muscle lineage development at the forelimb level following gastrulation and during limb patterning. GLMs harvest neuro-mesodermal progenitors with the potential to establish neural and paraxial mesodermal populations, while single cell analyses and spatial transcriptomics demonstrate promotion of mesodermal lineage segregation during gastrulation and spatial recapitulation of migration events along the medio-lateral axis for vagal neural crest, hypaxial myogenesis and lateral plate mesodermal lineages. Comparative analyses to developmental atlases and adult muscle stem cell data confirm a pool of hypaxial migrating myogenic progenitors that in a niche dependent manner change their embryonic anatomical developmental program to a fetal myogenic program, thus enabling them to resist specification in a cell autonomous manner and facilitate long term in vitro expansion. GLMs model human myogenesis at the forelimb level, establish fetal muscle stem cells equivalent to those that sustain the growth phase of the embryo and provide a 3D in vitro system for investigating neural crest, early fore-gut and lateral plate mesoderm development.

developmental biology↗

bioRxiv2020

Human skeletal muscle organoids model fetal myogenesis and sustain uncommitted PAX7 myogenic progenitors

In vitro culture systems that structurally model human myogenesis and promote PAX7+ myogenic progenitor maturation have not been established. Here we report that human skeletal muscle organoids can be differentiated from induced pluripotent stem cell lines to contain paraxial mesoderm and neuromesodermal progenitors and develop into organized structures reassembling neural plate border and dermomyotome. Culture conditions instigate neural lineage arrest and promote fetal hypaxial myogenesis towards limb axial anatomical identity, with generation of sustainable uncommitted PAX7 myogenic progenitors and fibroadipogenic (PDGFRa+) progenitor populations equivalent to those from the second trimester of human gestation. Single cell comparison to human fetal and adult myogenic progenitors reveals distinct molecular signatures for non-dividing myogenic progenitors in activated (CD44High/CD98+/MYOD1+) and dormant (PAX7High/FBN1High/SPRY1High) states. Our approach provides a robust 3D in vitro developmental system for investigating muscle tissue morphogenesis and homeostasis.

bioengineering↗