The scaling of goals from cellular to anatomical homeostasis: an evolutionary simulation, experiment and analysis.

Complex living agents consist of cells, which are themselves competent sub-agents navigating physiological and metabolic spaces. Behaviour science, evolutionary developmental biology and the field of machine intelligence all seek to understand the scaling of biological cognition: what enables individual cells to integrate their activities to result in the emergence of a novel, higher-level intelligence with large-scale goals and competencies that belong to it and not to its parts? Here, we report the results of simulations based on the TAME framework, which proposes that evolution pivoted the collective intelligence of cells during morphogenesis of the body into traditional behavioural intelligence by scaling up homeostatic competencies of cells in metabolic space. In this article, we created a minimal system (two-dimensional neural cellular automata) and tested the hypothesis that evolutionary dynamics are sufficient for low-level setpoints of metabolic homeostasis in individual cells to scale up to tissue-level emergent behaviour.

Nervous system and tissue polarity dynamically adapt to new morphologies in planaria.

The coordination of tissue-level polarity with organism-level polarity is crucial in development, disease, and regeneration. Here, we characterize a new example of large-scale control of dynamic remodeling of body polarity. Exploiting the flexibility of the body plan in regenerating planarians, we used mirror duplication of the primary axis to show how established tissue-level polarity adapts to new organism-level polarity.

Regulation of axial and head patterning during planarian regeneration by a commensal bacterium.

Some animals, such as planaria, can regenerate complex anatomical structures in a process regulated by genetic and biophysical factors, but additional external inputs into regeneration remain to be uncovered. Microbial communities inhabiting metazoan organisms are important for metabolic, immune, and disease processes, but their instructive influence over host structures remains largely unexplored. Here, we show that Aquitalea sp.