Quantifying the impact of hereditary transmission within lineage trees remains a fundamental challenge universal to a wide array of biological domains. Here, we introduce the new concept of inheritance entropy, a quantity designed to gauge the hereditary structure of inactive cells across a lineage. We measure this entropy in 32 human stem cell clonal colonies, obtained from high-definition single-cell lineage tracing experiments, and show that in the greatest majority of clones the entropy is decisively smaller than that of the corresponding non-hereditary ensemble, hence proving that variations in the proliferative power of stem cell lineages are determined by hereditary epigenetic factors that regulate cell-cycle exit. The method can also be employed to locate the specific node of the tree where a mutation in the probability of inactivity occurs, together with a determination of the lag between the mutation ultimately leading to inactivity and its actual expression. This framework can be used to assess in a robust, simple and model-agnostic way the hereditary origin of differential growth in any type of lineage trees.
Inheritance entropy. A model-independent method to probe the hereditary structure of cell lineage trees / Allegrezza, Alessandro; Beschi, Riccardo; Caudo, Domenico; Cavagna, Andrea; Corsi, Alessandro; Culla, Antonio; Donsante, Samantha; Giannicola, Giuseppe; Giardina, Irene; Gosti, Giorgio; Grigera, Tomás S.; Melillo, Stefania; Palmisano, Biagio; Parisi, Leonardo; Postiglione, Lorena; Riminucci, Mara; Rotondi, Francesco Saverio. - In: PRX LIFE. - ISSN 2835-8279. - (2026), pp. 1-17. [10.1103/p2mj-q682]
Inheritance entropy. A model-independent method to probe the hereditary structure of cell lineage trees
Alessandro Allegrezza;Riccardo Beschi;Domenico Caudo;Alessandro Corsi;Samantha Donsante;Giuseppe Giannicola;Irene Giardina;Giorgio Gosti;Biagio Palmisano;Mara Riminucci;Francesco Saverio Rotondi
2026
Abstract
Quantifying the impact of hereditary transmission within lineage trees remains a fundamental challenge universal to a wide array of biological domains. Here, we introduce the new concept of inheritance entropy, a quantity designed to gauge the hereditary structure of inactive cells across a lineage. We measure this entropy in 32 human stem cell clonal colonies, obtained from high-definition single-cell lineage tracing experiments, and show that in the greatest majority of clones the entropy is decisively smaller than that of the corresponding non-hereditary ensemble, hence proving that variations in the proliferative power of stem cell lineages are determined by hereditary epigenetic factors that regulate cell-cycle exit. The method can also be employed to locate the specific node of the tree where a mutation in the probability of inactivity occurs, together with a determination of the lag between the mutation ultimately leading to inactivity and its actual expression. This framework can be used to assess in a robust, simple and model-agnostic way the hereditary origin of differential growth in any type of lineage trees.| File | Dimensione | Formato | |
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