Constrained optimisation of divisional load in hierarchically-organised tissues during homeostasis
Ashcroft, P.; Bonhoeffer, S.
Show abstract
It has been hypothesised that the structure of tissues and the hierarchy of differentiation from stem cell to terminally-differentiated cell play a significant role in reducing the incidence of cancer in that tissue. One specific mechanism by which this risk can be reduced is by minimising the number of divisions - and hence the mutational risk - that cells accumulate as they divide to maintain tissue homeostasis. Here we investigate a mathematical model of cell division in a hierarchical tissue, calculating and minimising the divisional load while constraining parameters such that homeostasis is maintained. We show that the minimal divisional load is achieved by binary division tress with progenitor cells incapable of selfrenewal. Contrary to the protection hypothesis, we find that an increased stem cell turnover can lead to lower divisional load. Furthermore, we find that the optimal tissue structure depends on the time horizon of the duration of homeostasis, with faster stem cell division favoured in short-lived organisms and more progenitor compartments favoured in longer-lived organisms.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- The evolution of germ-soma specialization under different genetic and environmental effects 96%
- A mathematical framework for the emergence of winners and losers in cell competition 95%
- On the onset of multicellular invasive behavior in hierarchical lineage: the role of inhibitory feedback and local fluctuations 95%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.