Tough double network gelatin-based hydrogel sensor via polyelectrolyte-induced Hofmeister effect for human-machine
Lina Xu1, Shijing Ren2, Zhiwei Jiang3
1School of Chemistry and Chemical Engineering, Anhui University, Hefei, 230601, China.
International Journal of Biological Macromolecules
|April 3, 2026
Summary
A new gelatin-based hydrogel sensor overcomes mechanical and responsiveness trade-offs for human-machine interaction (HMI). This biofriendly material offers robust dual sensing for wearable electronics and intelligent systems.
Area of Science:
- Materials Science
- Biomaterials Engineering
- Sensor Technology
Background:
- Hydrogel sensors for human-machine interaction (HMI) face challenges balancing mechanical strength and multi-functional sensing capabilities.
- Conventional methods often involve salt leakage and cytotoxicity, limiting their application in wearable electronics.
Purpose of the Study:
- To develop a robust and multifunctional hydrogel sensor for advanced HMI applications.
- To overcome the limitations of existing hydrogel sensors by employing a novel polyelectrolyte-induced Hofmeister effect strategy.
Main Methods:
- Fabrication of a gelatin-based double network hydrogel (Gelatin-PAANa hydrogel) using a polyelectrolyte-induced Hofmeister effect.
- Incorporation of sodium polyacrylate (PAANa) to induce localized salting-out of gelatin chains, enhancing crosslinking.
- Characterization of mechanical properties, ionic conductivity, and dual strain-temperature sensing capabilities.
Main Results:
- The optimized Gelatin-PAANa hydrogel demonstrated high toughness (1.9 MJ/m³), ionic conductivity (1.05 S/m), and excellent biocompatibility.
- Achieved fast strain response (329 ms) with a gauge factor of 0.42 for motion detection and a linear temperature response (-1.16%/°C) for fire warning.
- Integrated sensor enabled gesture recognition, Morse code transmission, and robotic control via a microcontroller.
Conclusions:
- The polyelectrolyte-induced Hofmeister effect provides a biofriendly strategy for designing robust, multifunctional hydrogels.
- This approach overcomes traditional limitations, paving the way for next-generation wearable electronics and intelligent interactive systems.
- The Gelatin-PAANa hydrogel sensor shows significant potential for advanced HMI applications.


