Aging as Losing the Wheel express

Original: "Control Laws in Aging and Longevity: A Control Theory of Aging for Gerotherapeutic Drug Discovery"
· Alex Zhavoronkov, Bud Mishra
arXiv:2605.16781 · 2026-05-16 · CC BY 4.0 · 2 min
Biological age is not the date on your passport, but the cost of returning the body to a healthy state.

📄 Showing the "Simple" version — "Popular" is not ready yet. Add it to favorites to help prioritize it.

In a car, the steering, brakes, and accelerator gradually fail. At first, you can still swerve around a pothole, but each year the maneuver takes more effort. At some point, even a perfect road becomes impassable — the car no longer obeys the driver.

That's exactly how the authors describe aging: not as the accumulation of rust or wear and tear, but as the loss of "controllability" of the body. In this picture, biological age is not the number of years lived, but the minimum price you have to pay (in drugs, procedures, time) to bring the body back into a safe, working zone. The older the system, the more expensive and complex it is to "repair" it to normal.

Aging here is when even the right drugs stop helping because the body can no longer respond to them properly.

The most surprising conclusion concerns the order of actions. Two drugs taken in different sequences can lead to opposite results, just as in a car you must first press the clutch and then shift gears, not the other way around. Mathematically, this is described by the concept of "non-commutativity" (when the result depends on the order of operations): for two interventions A and B, the effect of A followed by B is not equal to the effect of B followed by A. The authors built a model of five equations that computes the optimal sequence and dosage, and then tested it on real data on age-related changes.

The order of taking medications can be more important than the medications themselves, and this is a rigorous mathematical fact, not a guess.

The practical goal is not just to find another "anti-aging drug," but to give pharmacologists a tool to calculate which intervention, at what time, and in what combination will truly rejuvenate cells, rather than just shift lab values. The authors formulated twenty testable predictions — if they hold, the search for therapy will become not a blind trial-and-error, but a precise engineering calculation.

In mathematics, the "Lie bracket" is a way to measure how much two actions interfere with each other when performed in different orders. The same apparatus is used in quantum mechanics and robot control theory.

In Isaac Asimov's novel "Foundation," mathematician Seldon predicts the future of civilization using equations — here, equations predict how to restore youth to an individual organism.

\frac{dx}{dt} = f(x) + \sum_{i} u_i(t) g_i(x)
The rate of change of the biological state x depends on the natural processes f(x) and the sum of control inputs u_i, each acting through its own vector g_i(x).
Scientists
Andrey Markov
Concepts
control theory control group ai drug discovery drug design diagnosis game theory therapy clinical trial prediction prognosis chemotherapy Post-transcriptional regulation genomics personalized medicine radiotherapy ai planning medical diagnostics healthy tissue screening bioinformatics radiation therapy