bioRxivCell Biology
Delineating the heterogeneity of matrix-directed differentiation towards soft and stiff tissue lineages via single-cell profiling
S. Brielle, D. Bavli, A. Motzik, Y. Kan-Tor, B. Avni, O. Ram, A. Buxboim
Abstract
Mesenchymal stromal/stem cells (MSCs) are a heterogeneous population of multipotent progenitors that contribute to tissue regeneration and homeostasis. MSCs assess extracellular elasticity by probing resistance to applied forces via adhesion, cytoskeletal, and nuclear mechanotransducers, that direct differentiation toward soft or stiff tissue lineages. Even under controlled conditions, MSC differentiation exhibits substantial cell-to-cell variation that remains poorly characterized. By single-cell transcriptional profiling of naive, matrix-conditioned, and early differentiation state cells, we identified distinct MSC subpopulations with distinct mechanosensitivities, differentiation capacities, and cell cycling. We showed that soft matrices support adipogenesis of multipotent cells and endochondral ossification of non-adipogenic cells, whereas intramembranous ossification and pre-osteoblast proliferation are enhanced by stiff matrices. Using diffusion pseudotime mapping, we delineated hierarchical matrix-directed differentiation and identified mechanoresponsive genes. We found that tropomyosin-1 (TPM1) is highly sensitive to stiffness cues both at RNA and protein levels and that changes in expression of TPM1 determine adipogenic or osteogenic fates. Thus, cell-to-cell variation in tropomyosin-mediated matrix-sensing contributes to impaired differentiation with implications to the biomedical potential of MSCs.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Geometric constraint of mechanosensing in bone marrow stromal cell cultures prevents stiffness-induced differentiation
M. L. Hernandez-Miranda, D. Xu, … N. D. Evans·bioRxiv·Oct 5, 2023
- Generation of two Multipotent Mesenchymal Progenitor Cell Lines Capable of Osteogenic, Mature Osteocyte, Adipogenic, and Chondrogenic Differentiation
M. Prideaux, C. S. Wright, … W. R. Thompson·bioRxiv·Nov 19, 2020
- Transcriptional plasticity of stromal cells amplifies their differentiation efficiency in vitro
Ali Jasim Mohammad Jamil, Mikkel Ørnfeldt Nørgård, … Alexander Rauch·Journal of Biological ChemistryPeer-reviewed·Jan 20, 2026
- Rigidity of silicone substrates controls cell spreading and stem cell differentiation
Grigory Vertelov, Edgar Gutierrez, … Eugene Tkachenko·Scientific ReportsPeer-reviewed·Sep 21, 2016
- Human adipose stromal cells differentiate towards a tendon phenotype with adapted visco-elastic properties in a 3D-culture system
Maxime Hordé, Jonathan Fouchard, … Emmanuelle Havis·Biology OpenPeer-reviewed·Apr 24, 2025
- Cell culture dimensionality influences mesenchymal stem cell fate through cadherin-2 and cadherin-11
F. R. Passanha, T. Geuens, … V. L. LaPointe·bioRxiv·Aug 23, 2019