bioRxivCell BiologyPreprint
Integrating in silico predictions with an engineered tissue assay identifies Perlecan as an age-perturbed re-quiescence cue for muscle stem cells
Erik Jacques, Pauline GarciaiD, Orane MercieriD, Yechen HuiD, Cyril DégletagneiD, Jade Ravent, Sidy Fall, Maira P. AlmeidaiD, Aaron R. WheeleriD, Stéphane AngersiD, Penney M. GilbertiD, Fabien Le GrandiD
Abstract
Skeletal muscle regeneration is mediated by resident muscle stem cells that produce progeny to repair or recreate muscle. Critical to this function is the ability to transition between states of proliferation and quiescence. This balancing act is disrupted with age, leading to eroded regenerative capacity. Notwistanding, mechanisms by which the regenerating niche directs MuSCs return to the dormant state are largely unknown. Since single-cell RNAseq methods exclude the analysis of multinucleated cells, we generated single-nuclei RNAseq datasets of regenerating muscle to capture the full breadth of myogenic progression. With this, we uncovered new transition states between differentiating myocytes and syncytial multinucleated cells. Using cell communication inference tools, we highlighted receptor-ligand interactions between MuSCs and fusing nuclei. We leveraged a bespoke biomimetic 3D niche that induces MuSC quiescence, to filter the predicted interactions using a Cas9-based functional genomics approach. We found the proteoglycan Perlecan (Hspg2) promotes MuSC re-quiescence. Hspg2 silencing in vivo, during muscle regeneration, induced an aging-like phenotype and perturbed MuSC re-quiescence. Notably, the temporal profile and overall levels of Perlecan were altered with age. Exogenous supplementation with Endorepellin (truncated Perlecan) rescued MuSC decline following aged muscle regeneration, offering a new therapeutic target. Thus, coupling in silico predictions with a 3D in vitro assay followed by in vivo investigations revealed a previously inaccessible window of biology; that spatiotemporal coordination of MuSC re-quiescence is directed by fusing myonuclei.
- organism: mouse
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: cell-cell communication
- approach: deep learning
- approach: statistical model
- Citations
- 1
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