Inheritance entropy quantifies epigenetic regulation of cell-cycle exit in human bone marrow stromal cells
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arXiv
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2025
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| author | Allegrezza, Alessandro Beschi, Riccardo Caudo, Domenico Cavagna, Andrea Corsi, Alessandro Culla, Antonio Donsante, Samantha Giannicola, Giuseppe Giardina, Irene Gosti, Giorgio Grigera, Tomas S. Melillo, Stefania Palmisano, Biagio Parisi, Leonardo Postiglione, Lorena Riminucci, Mara Rotondi, Francesco Saverio |
| author_facet | Allegrezza, Alessandro Beschi, Riccardo Caudo, Domenico Cavagna, Andrea Corsi, Alessandro Culla, Antonio Donsante, Samantha Giannicola, Giuseppe Giardina, Irene Gosti, Giorgio Grigera, Tomas S. Melillo, Stefania Palmisano, Biagio Parisi, Leonardo Postiglione, Lorena Riminucci, Mara Rotondi, Francesco Saverio |
| contents | Human bone marrow stromal cells (BMSC) include skeletal stem cells with ground-breaking therapeutic potential. However, BMSC colonies have very heterogeneous in vivo behaviour, due to their different potency; this unpredictability is the greatest hurdle to the development of skeletal regeneration therapies. Colony-level heterogeneity urges a fundamental question: how is it possible that one colony as a collective unit behaves differently from another one? If cell-to-cell variability were just an uncorrelated random process, a million cells in a transplant-bound colony would be enough to yield statistical homogeneity, hence washing out any colony-level traits. A possible answer is that the differences between two originating cells are transmitted to their progenies and collectively persist through an hereditary mechanism. But non-genetic inheritance remains an elusive notion, both at the experimental and at the theoretical level. Here, we prove that heterogeneity in the lineage topology of BMSC clonal colonies is determined by heritable traits that regulate cell-cycle exit. The cornerstone of this result is the definition of a novel entropy of the colony, which measures the hereditary ramifications in the distribution of inactive cells across different branches of the proliferation tree. We measure the entropy in 32 clonal colonies, obtained from single-cell lineage tracing experiments, and show that in the greatest majority of clones this entropy is decisively smaller than that of the corresponding non-hereditary lineage. This result indicates that hereditary epigenetic factors play a major role in determining cycle exit of bone marrow stromal cells. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2510_18589 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Inheritance entropy quantifies epigenetic regulation of cell-cycle exit in human bone marrow stromal cells Allegrezza, Alessandro Beschi, Riccardo Caudo, Domenico Cavagna, Andrea Corsi, Alessandro Culla, Antonio Donsante, Samantha Giannicola, Giuseppe Giardina, Irene Gosti, Giorgio Grigera, Tomas S. Melillo, Stefania Palmisano, Biagio Parisi, Leonardo Postiglione, Lorena Riminucci, Mara Rotondi, Francesco Saverio Biological Physics Statistical Mechanics Populations and Evolution Human bone marrow stromal cells (BMSC) include skeletal stem cells with ground-breaking therapeutic potential. However, BMSC colonies have very heterogeneous in vivo behaviour, due to their different potency; this unpredictability is the greatest hurdle to the development of skeletal regeneration therapies. Colony-level heterogeneity urges a fundamental question: how is it possible that one colony as a collective unit behaves differently from another one? If cell-to-cell variability were just an uncorrelated random process, a million cells in a transplant-bound colony would be enough to yield statistical homogeneity, hence washing out any colony-level traits. A possible answer is that the differences between two originating cells are transmitted to their progenies and collectively persist through an hereditary mechanism. But non-genetic inheritance remains an elusive notion, both at the experimental and at the theoretical level. Here, we prove that heterogeneity in the lineage topology of BMSC clonal colonies is determined by heritable traits that regulate cell-cycle exit. The cornerstone of this result is the definition of a novel entropy of the colony, which measures the hereditary ramifications in the distribution of inactive cells across different branches of the proliferation tree. We measure the entropy in 32 clonal colonies, obtained from single-cell lineage tracing experiments, and show that in the greatest majority of clones this entropy is decisively smaller than that of the corresponding non-hereditary lineage. This result indicates that hereditary epigenetic factors play a major role in determining cycle exit of bone marrow stromal cells. |
| title | Inheritance entropy quantifies epigenetic regulation of cell-cycle exit in human bone marrow stromal cells |
| topic | Biological Physics Statistical Mechanics Populations and Evolution |
| url | https://arxiv.org/abs/2510.18589 |