Understanding aging as a complex system.
Systems Beyond develops mathematical and computational models to study how interacting biological mechanisms drive cellular aging, adaptation, dysfunction, senescence and death.
Not only a consultancy — an independent research initiative.
Systems Beyond is built to investigate difficult questions that require long-term, integrative and computational thinking. Research is the intellectual center of our work; our consulting services are practical applications of the same capabilities.
FIG.03 — DIGITAL CELLAn emergent process, not a single pathway.
Aging emerges from the interaction of many mechanisms. The point is not one pathway but the interaction network between them.
Beyond Life
Beyond Life is the independent research program dedicated to modeling somatic-cell aging as a dynamic system.
A computational human somatic cell
We are developing a computational representation of a human somatic cell where aging-related pathways interact over time.
Explore these dynamics yourself in the interactive Boolean-network prototype.
Integrate
Published biology, experimental data and established mechanisms.
Model
Logical, mathematical and computational representations.
Simulate
Perturbations, scenarios and interventions.
Test
Compare model behavior with published evidence and identify predictions for future validation.
A logical network prototype.
The first prototype uses a logical network to study how environmental and intracellular signals produce cellular states.
- Refining the biological network
- Testing alternative regulatory assumptions
- Analyzing stable cellular states
- Simulating genetic and therapeutic perturbations
- Identifying influential pathways
- Comparing model behavior with published evidence
- Progressing toward continuous and stochastic models
We are looking for aligned collaborators.
Questions about the research.
The Beyond Life program is developed as an independent, open-minded research initiative. We share updates and reasoning publicly and welcome scrutiny and collaboration.