Chemical networks mimic nervous systems to power movement in soft materials

Researchers have successfully designed a synthetic system that autonomously converts chemical reactions into mechanical motion, bypassing the need for traditional electronics or motors. A team at the University of Pittsburgh Swanson School of Engineering developed computer simulations for a soft material containing a network that mimics the simple nerve nets of organisms like jellyfish. This innovation creates a direct pathway from chemical signaling to physical movement, opening new avenues for developing responsive, self-powered materials and soft robotics that operate without centralized electronic processors.

The new model, detailed in the journal PNAS Nexus, establishes a fundamental link between chemical reaction networks and mechanical impulses in a fluid environment. By embedding a chemical feedback loop into a flexible, bead-and-link structure, the system generates spontaneous waves of chemical signals that propagate through the material. These waves create localized fluid flows that, in turn, deform the structure and produce coordinated, self-directed motion. This breakthrough provides a blueprint for creating materials with integrated sensing, actuation, and control, powered entirely by chemistry, mirroring the elegant efficiency of the earliest and simplest forms of life.

Inspired by Primitive Biology

The research draws its primary inspiration from some of the most basic multicellular organisms in nature. Creatures like jellyfish lack a centralized brain or complex nervous system, yet they execute coordinated movements essential for survival. Their control system is a “nerve net,” a decentralized web of interconnected nerve cells that emit and receive chemical signals. These signals travel through the net, triggering the rhythmic contractions that allow the organism to swim, feed, and react to its environment. The Pittsburgh team, led by Distinguished Professor Anna C. Balazs and research assistant Oleg E. Shklyaev, sought to replicate this highly efficient, processor-free system in a synthetic material.

“In living organisms, chemical signals trigger motion all the time, from the beating of heart tissue to a plant bending toward sunlight,” said Balazs. “We asked, what is the simplest possible system that could reproduce this behavior in synthetic materials?” The team’s work demonstrates that complex, life-like motion does not require intricate biological machinery but can emerge from a few fundamental principles: chemistry, elasticity, and fluid dynamics. By stripping the concept of autonomic movement down to its essential components, the researchers have laid the groundwork for engineering materials that behave in ways previously exclusive to the biological world.

From Chemical Pulses to Physical Action

The core of the team’s model is a well-understood feedback loop known as a repressilator, which can produce sustained chemical oscillations. In their simulation, this system was represented by a series of microscopic beads coated with enzymes and connected by flexible links, forming a structure akin to a soft, pliable spine submerged in fluid. When chemical reactions are initiated on the surfaces of these beads, they create propagating waves of concentration changes that ripple along the chain. It is these chemical waves that provide the impetus for movement.

The changing chemical concentrations induce motion in the surrounding fluid, creating tiny vortices and currents. These fluid flows exert force on the flexible, linked structure of the material, causing it to bend and deform in a coordinated sequence. This direct coupling of chemistry and mechanics is what the researchers term a chemo-mechanical network (CMN). Shklyaev compares the resulting visual behavior to that of a centipede or flatworm, where waves of contraction pass through the body to generate forward propulsion. The entire process is self-contained and self-perpetuating; once the chemical reaction begins, it generates the very flows needed to move the structure without any external intervention.

Controlling Motion with Chemistry and Shape

Harnessing Reaction Dynamics

A key finding of the study is the ability to control the material’s movement by fine-tuning its chemical and physical properties. By adjusting the specific chemical reactions occurring on the beads, the researchers found they could alter the length and speed of the propagating waves. This provides a precise method for programming the material’s behavior. For instance, different enzyme coatings could be used to create signals that instruct one part of the structure to lift while another part flexes, enabling a wide repertoire of complex motions from a simple underlying system.

The Importance of Geometry

The physical arrangement of the beads also plays a critical role. The team discovered that by arranging the beads into specific geometries, such as a closed ring, they could create continuous, self-sustaining motion. In a ring configuration, the chemical waves and the resulting mechanical deformations can travel in a perpetual loop around the structure. This was demonstrated in simulations showing the network’s “tentacles” moving in a coordinated fashion, driven by the rotating fluid vortices generated by the ceaseless chemical waves. This geometric control adds another layer of programmability to the system, allowing designers to build materials with specific functions based on their shape.

A Self-Contained Chemical Nervous System

The model effectively demonstrates how a chemical reaction network (CRN) can function as a decentralized nervous system, producing sophisticated mechanical coordination without any electronics. The system operates as a closed circuit: the chemical reactions send signals, these signals generate fluid flows that create motion, and that motion can influence the chemical environment. This feedback loop allows the material to perform work, transport microscopic cargo along its surface, and respond to stimuli in a completely autonomous fashion. Balazs offers the analogy of a Slinky toy that could move on its own. “Imagine painting certain coils with enzymes that trigger specific chemical reactions,” she explained. “Once you start the chemistry, the Slinky moves itself, because the reactions send waves through the coils, bending and flexing them in a specific sequence of directed motion.”

This work also highlights a fundamental connection between chemical processes in bodily fluids and the mechanics of elastic tissues, an interaction often overlooked in biology. In the human body, which is predominantly water and enzymes, chemical energy is constantly being converted into mechanical action through similar gradients and reactions. The team’s model provides a simplified, accessible framework for studying these foundational chemo-mechanical processes, which are central to life itself.

Future of Autonomous Materials

The principles uncovered in this research could profoundly impact the future of soft robotics, responsive materials, and even chemical computing. By moving beyond systems that rely on a limited number of external cues like light or heat, this model enables materials with a vast and tunable range of dynamic behaviors. Future applications could include autonomous soft robots capable of navigating complex fluid environments for environmental monitoring or targeted delivery. Other possibilities include smart medical devices that move and function inside the body powered by local chemical cues, or artificial skins that can sense and respond to their surroundings without wires.

Ultimately, this research provides a powerful blueprint for engineering complexity from simple, fundamental components. By combining chemistry, elasticity, and fluid flow, the team has shown that it is possible to create materials that convert chemical fuel directly into coordinated, useful work. “It’s a bit like eating a cheeseburger, and then moving your arm,” Balazs remarked. “You add fuel, and it does the rest.” This approach opens the door to a new class of soft, autonomous systems that effectively think and act using chemistry instead of electricity, bringing inanimate materials one step closer to the adaptable elegance of the living world.

Leave a Reply

Your email address will not be published. Required fields are marked *