3.1.1. Piezoelectric Sensors
Piezoelectric sensors are self-generating electromechanical sensors based on the piezoelectric effect. Its sensitive element is made of piezoelectric material. When piezoelectric material is subjected to force, the internal electrode will produce the phenomenon of polarization and, at the same time, produce opposites charges on two surfaces; when the external force is withdrawn, the material will return to the uncharged state. Compared with traditional piezoelectric materials, protein piezoelectric materials not only have natural flexibility and mechanical strength but also have good biocompatibility. In 1941, Martin first found the polarization phenomenon in asymmetric biological tissues. In recent years, bio-piezoelectric materials have received more and more attention. Many scholars have investigated the microstructure and phase structure of biopiezoelectric materials and have prepared biocompatible high-performance sensors by designing molecular structures, preparing heterostructures and introducing dopants to enhance their physical and chemical properties.
Piezoelectric effects have been widely observed in biological systems. Harvey et al. first reported the piezoelectric properties of silk but did not quantify them [
75]. Fukada et al. conducted the first quantitative measurements on the intrinsic shear piezoelectricity of silk fiber bundles [
76]. The structural origin of silk piezoelectricity is explained in detail in the literature [
77]. The piezoelectric properties of silk have significant scope for applications in miniaturization, wearable sensors, transducers, etc. Joseph et al. [
78] designed a piezoelectric transducer based on a silk film using the inherent piezoelectric properties of silk. The main components of the protein structure of SF are alanine (approximately 34%), glycine (approximately 43%), and serine (approximately 14%). Among them, glycine and alanine can exhibit piezoelectric properties. The piezoelectric coefficients of these two amino acids are comparable to or even higher than those of quartz crystals.
Protein piezoelectric materials also offer new solutions for sustainable, self-powered, and high-performance flexible electronics. Protein materials, such as collagen and eggshell membrane proteins, are ideal for the development of piezoelectric sensors and energy harvesters due to their natural biocompatibility, degradability, and excellent piezoelectric properties. These materials are capable of generating an electrical potential difference through mechanical deformation and converting mechanical energy into electrical energy, thus realizing sensing and self-powered functions. In wearable and implantable devices, protein piezoelectric materials not only enhance the sensitivity and environmental friendliness of the devices but also satisfy the requirements for flexibility, lightweight design, and processability, demonstrating broad application prospects in the fields of medical monitoring, energy harvesting, and environmental detection (
Table 3).
Liang et al. [
79] utilized soluble eggshell membrane protein (SEP) and polyethylene oxide (PEO) to make biodegradable sensors (
Figure 4a). Eggshell membranes, rich in collagen fibers, have piezoelectric properties, giving the sensor a piezoelectric coefficient of 30.9 pm/V and a piezoelectric output of 0.5 V. However, relying solely on the piezoelectric effect of the eggshell membrane limits the output voltage, restricting energy harvesting and signal detection capabilities. To address this issue, Liang et al. [
80] enhanced the piezoelectric properties by incorporating SEP/cotton fabric (SCF) (
Figure 4b), which forms hydrogen bonds with SEP, improving structural stability and piezoelectric performance. Moreover, a sustainable flexible SEP/SCF piezoelectric sensor was prepared with a maximum output voltage of 1.3 V, a 2.6-fold increase, and enhanced mechanical properties due to an effective self-powered network created by hydrogen bonding. These sensors exhibit excellent sensing performance and environmental friendliness, making them promising for implantable and wearable electronic devices. In a different approach, Ghosh et al. [
81] utilized collagen extracted from deep-sea fish skin, which possesses unique properties due to the low-temperature environment, to develop a self-powered wearable bio-piezoelectric pressure sensor (
Figure 4c). The self-assembled collagen nanofibers from fish skin exhibit a stable crystal structure and produce a nonlinear electrostrictive effect without polarization treatment. Under 1.8 MPa of external pressure, the sensor generates an open-circuit voltage of 2 V, a short-circuit current of 20 nA, and a power output of 0.75 mWm
−2, demonstrating its potential as an alternative power source.
Due to the natural flexibility (breaking stress up to 500 kPa, more than five times higher than pure PAM hydrogel), biocompatibility, and degradability of protein piezoelectric materials, as well as the improved charge transfer efficiency that enhances the piezoelectric properties (generating an open-circuit voltage of 2 V). However, the piezoelectric response of proteins is weak compared to piezoelectric ceramics and polymers due to random polarization and lack of ferroelectricity. There has been no ideal solution for realizing controlled large-scale preparation of protein piezoelectric materials.
3.1.2. Capacitive Sensors
Capacitive pressure sensors utilize capacitance-sensitive elements to convert the measured pressure into an electrical output with a certain relationship. When the film senses the pressure and deformation, the capacitance formed between the film and the fixed electrode changes; by measuring the output voltage, creating a certain relationship between the pressure and the electrical signals. It has the advantages of a simple structure, fast dynamic response, good temperature stability, ease of realizing non-contact measurement, etc. It can measure displacement, pressure, thickness, acceleration, rotational speed, liquid level, component content, and other parameters. Proteins and their derivatives are ideal precursors for capacitive sensors because of their easy availability, wide source, excellent mechanical properties, low cost, and environmental friendliness (
Table 4).
The development of multifunctional composites suitable for flexible sensors by designing and modulating the structure and properties of the materials can not only enhance the sensitivity, stability, and durability of the sensors but also expand their range of applications [
88]. The optimization of the molecular structure, mechanical properties, and electrical conductivity of the materials lays the foundation for the application of sensors in real-time monitoring, wearable devices, and smart systems. At the same time, the combination of new bio-based materials and traditional functional materials to form a high-performance, environmentally friendly, and easy-to-process material system provides an innovative direction for the further development of future sensor technology.
Dong et al. [
85] developed flexible capacitive pressure sensors using regenerated silk filament/carbon nanotube (RSF/CNT) conductive films, in which the RSF/CNT film served as the conductive layer and Ecoflex served as the dielectric layer. Under external pressure, the distance between the electrodes decreased, increasing capacitance and enabling pressure-to-capacitance conversion, which makes the sensor suitable for self-powered multifunctional human motion monitoring. However, due to the weak tensile strength of CNTs and the difficulty in translating the properties of individual CNTs into an overall structure, performance degrades in large-scale motion detection [
89], which highlights the need for mechanical strength optimization. To address these limitations, Hou et al. [
82] replaced CNTs with silver nanofibers (Ag NFs) to create a highly tensile, transparent, conductive, and pliable Ag NFs/SF electrode integrated into a capacitive sensor with high sensitivity (0.01887 kPa
−1) and a broad monitoring range (35 Pa–700 kPa) (
Figure 4d). To further improve performance, Zheng et al. [
86] developed a high-performance flexible capacitive pressure sensor using a bio-based protein hydrogel. They synthesized a dual-network (DN) hydrogel from natural ovalbumin (OVA) and polyacrylamide (PAM). The unique DN structure and hydrogen bonding interactions between OVA and PAM are enhanced by Fe
3⁺ cross-linking, resulting in a significant increase in the breaking stress of the hydrogel, up to 500 kPa, which improves the overall performance of the sensor.
The structural design of sensors is an important strategy for improving the functionality of flexible electronic devices. The mechanical properties, sensitivity, and stability of sensors can be significantly optimized by introducing microsphere structures, dual network structures or unique interface designs. These structural designs can effectively modulate the response properties of the materials to achieve efficient signaling and conversion under a variety of conditions, such as pressure, touch, and light stimulation. Especially in the field of flexible sensors, rational structural design not only enhances the functionality and durability of the device but also expands its potential use in complex application environments, which provides an important direction for the development of high-performance and multi-functional flexible electronic devices.
Wang et al. [
87] developed a capacitive sensor with a microstructure formed by microsphere accumulation, using a BSA hydrogel as the dielectric layer and achieving a strain sensitivity of 360.91. The unique microsphere structure of the dielectric layer provides the sensor with high sensitivity, a long lifetime, and good stability. Although interactions between structural proteins maintain high network elasticity and improve the toughness of hydrogels, most protein-based hydrogels, especially those using globular proteins, still exhibit suboptimal mechanical strength and weak responsiveness [
90]. To address these limitations, enhancing the mechanical properties of hydrogels remains a critical research focus. An effective approach is to use a DN structure, as demonstrated by Zheng et al. [
86], who employed a DN structure with hydrogen bonding and Fe
3⁺ cross-linking to significantly improve the mechanical properties of hydrogels. Under external pressure, the first brittle network dissipates energy through internal fracture, while the second ductile network maintains structural integrity due to its toughness. The synergistic effect between the brittle and ductile networks increases the strength and toughness of the hydrogel, resulting in a fracture stress of 500 kPa, a sensitivity of up to 2.9 kPa
−1, and a response time of as short as 18 milliseconds, thus ensuring effective monitoring of physiological signals.
In addition to the single sensing function, the research conducted by Ravi et al. [
83] further innovated on the basis of bio-based materials and capacitive sensors by applying bio-based materials to more complex bioelectrochemical liquid bridge sensors and combining them with computer vision and gesture sensing techniques. Innovative touch-to-audio conversion human–computer interfaces were constructed for visually impaired people (
Figure 4e). Utilizing the concepts of electric double-layer capacitance and biophotocapacitance, they constructed a six-pixel biophotocapacitive tactile sensor based on the design of microfluidic capacitors that can be matched to six dots in basic Braille characters. Touch-induced asymmetric compression of the liquid bridge between the hydrophobic and hydrophilic electrodes alters the capacitance at the two interfaces, resulting in different touch responses, so this device can be miniaturized to become an ‘energy-autonomous on-skin e-braille reader’ for the visually impaired.
The application of proteins and their derivatives in capacitive pressure sensors demonstrates the advantages of excellent mechanical properties, fast response, versatility and biocompatibility. Through material preparation, structural design, and functional optimization, their capacitance density can be increased by six orders of magnitude compared with ordinary capacitive sensors, and their sensitivity can be greatly improved (2.9 kPa−1). However, in long-term use, proteins are susceptible to environmental factors such as temperature, humidity, pH, etc., and may undergo denaturation or degradation, making it difficult to meet the requirements for sensor durability in industrial or medical fields.
3.1.3. Piezoresistive Sensors
Piezoresistive pressure sensors utilize the piezoresistive effect of materials. When the pressure changes, the material produces strain, causing the strain resistance directly diffused on it to produce a change proportional to the measured pressure, which can then be obtained by the measurement circuit as the corresponding voltage output signal. As an important branch of pressure sensors, flexible piezoresistive pressure sensors are characterized by a simple structure, high sensitivity, large working range, fast response speed, and high stability, has well as having potential development needs in the fields of human movement behavior detection, health monitoring, bionic electronic skin development, and human–computer interaction. The natural accessibility, physicochemical properties, and easy processing of proteins, combined with gelatin, Ag NWs, CNTs, and other materials, can significantly improve the mechanical properties of the sensor. They are suitable for use as green and environmentally friendly materials for new-generation bioelectronic devices. The piezoresistive sensors and their performance are shown in
Table 5.
High sensitivity and a wide pressure range are key objectives in the design of modern flexible sensors [
97]. By introducing innovative materials and optimized structures, superior sensor performance can be achieved across a wide range of application scenarios. Such sensors typically employ functionalized bioproteins, nanomaterials, and composites to form conductive networks with unique microstructures and mechanical properties that enhance their responsiveness and detection range. High sensitivity enables the sensors to capture small pressure changes, while a wide pressure range ensures stable performance under diverse loading conditions, providing important technical support for a wide range of flexible electronic devices.
Silk pectin proteins (SPPs) are important materials for achieving mechanically deformable, biocompatible, and biodegradable devices. Pal et al. [
46] prepared high-resolution conductive micropatterns on SPP substrates with PEDOT:PSS conductive ink, which can be used in the preparation of highly sensitive biomolecular sensors. SPP-PEDOT:PSS devices with high charge storage capacity, a wide electrochemical window, and stability under cyclic mechanical deformation are versatile materials for various bioelectronics applications. However, due to the micellar nature of the solution, the film formed by PEDOT-S has a granular structure, and the conductive particles are surrounded by PSS. The presence of this partially insulating layer deviates from the intrinsic properties [
98], and the high concentration of acidic groups on the PSS can corrode the electrodes [
99] and cause device degradation, which can have a significant impact on device performance. In addition, the ontological toxicity of PEDOT-PSS is usually low, but the preparation process and residues may pose potential health and environmental risks.
Some protein assemblies inherently have a piezoresistive effect; for example, Ha et al. [
91] further promoted the combination of nanomaterials and proteins by combining multi-walled carbon nanotubes (MWCNTs) with aerogels made of α-synuclein elongated amyloid protofibrils (eAFs) to develop a porous 3D interconnected structured pressure sensor with high robustness and biocompatibility, with a strain coefficient of 317 and a higher sensitivity than that of metal-, silica-based, and silicon carbide materials. EAFs provide a stable porous 3D interconnected network with high sensitivity to pressure changes, while MWCNTs serve as a reinforcement material to improve the mechanical and electrical properties of the sensor. Embedding MWCNTs into the eAFs aerogel gives the sensor stable piezoresistive sensing performance.
Sensors with excellent mechanical properties are of great significance in the field of flexible electronics, as they are able to maintain excellent structural stability and mechanical strength when subjected to external pressures, while realizing high sensitivity and precise signal response. By combining biological proteins with conductive nanomaterials, these sensors exhibit excellent mechanical toughness, tensile properties, and electrical conductivity, providing reliable technical support for pressure sensing and physiological signal detection in complex environments. The combination of high durability and flexibility makes them promising for a wide range of applications in wearable devices, smart medicine, and industrial devices.
Ling et al. [
92] developed graphene/SF nanocomposites using a stable graphene/SF suspension system, achieving ultra-high toughness (611 ± 85% failure strain), high strength (339 MPa), and stiffness (7.4 GPa), making them suitable for piezoresistive pressure sensors. However, due to SF chain relaxation, graphene/SF/Ca
2⁺ nanocomposites cannot fully restore their resistance after large deformations and thus are preferred as disposable strain sensors for monitoring large deformations with a shorter lifetime (>10 cycles). This limits the application in monitoring a wide range of actions. Further, Wang et al. [
93] created transparent carbonized silk nanofiber membranes (CsilkNM), using them as active materials in skin-like pressure sensors with PDMS substrates. CsilkNM-based sensors exhibited superior performance, including a 1000-fold increase in service life (>10,000 cycles) compared to graphene/SF/Ca
2⁺ composites, along with flexibility, transparency, and suitability for large-scale production. Correia et al. [
94] explored CNT/silk-elastin-like protein (SELP) composites, which improved thermal stability and mechanical properties, increasing tensile strength by 1.1 times (101 ± 11 GPa) and strain rate by 6 times (43 ± 17%) compared to pure SELP films. However, the dispersion and homogeneity of CNTs need to be further optimized to prevent the failure of the conductive network at high strains. Reizabal et al. [
95] obtained SF nanocomposite films with a uniform distribution of CNTs by ensuring complete CNT dispersion through an ultrasonic bath and magnetic stirring, achieving a sensitivity of 4 MPa
−1 by forming localized microcapacitors and improving dielectric properties. SF has an inherent power generation capability due to ion- and water-mediated proton hopping transfer [
100,
101]. Reizabal et al. [
96] built on this by using Ag NWs instead of CNTs as a conductive filler to further enhance the piezoresistive response of the material.
Wearable sensors have attracted much attention for their potential applications in smart medicine, human health monitoring, smart sensing, and human–computer interaction systems [
102,
103], providing technical support for real-time monitoring of vital signs and motion status. These sensors are usually based on flexible materials combined with nanocomposite technology to achieve high sensitivity, excellent mechanical properties, and good biocompatibility. They are capable of adapting to complex body surface deformations and exhibit stable signal output when detecting subtle physiological changes and large movements.
Ke et al. [
45] developed a flexible, breathable, and degradable collagen-based skin device using cowhide as a substrate, with in situ growth of polypyrrole (PPy) to impart electrical conductivity and sensing functionality. This device mimics the hierarchical fiber structure of human skin, enabling cross-scale deformation from the nanoscale to the macroscale, which enhances mechanical robustness and sensing performance. However, the mechanical and processing properties of PPy are poor, and the high charge recombination rate due to the small band gap and poor dispersion affects the responsiveness of the sensor [
104]. In contrast, MXene materials have gained attention for their tunable electrical, magnetic, optical, thermal, and mechanical properties [
105], emerging as a significant advancement in 2D nanomaterials after graphene. Despite their potential, MXene nanosheets suffer from weak interlayer van der Waals forces and hydrogen bonding, leading to poor mechanical strength and durability, as the layers are prone to peeling [
106]. To address these issues, Chao et al. [
84] developed a biodegradable sericin nanofiber (MXene-SF) membrane combined with MXene ink electrode patterns printed on SF nanofiber membranes, creating a breathable, wearable, and degradable pressure sensor with a wide sensing range (up to 39.3 kPa), high sensitivity (298.4 kPa
−1 for 1.4–15.7 kPa; 171.9 kPa
−1 for 15.7–39.3 kPa), and stability over 10,000 cycles (
Figure 4f). The porous nanofiber network structure of the MXene-SF membrane and MXene ink-SF electrodes provides a large specific surface area, sufficient roughness, and elasticity, enabling sensitive resistance changes under external pressure.
The rational design of the protein material microstructure can further improve the sensing range (39.3 kPa), sensitivity (4 Mpa−1) and stability of the material. By contrast, the piezoresistive pressure sensor prepared with PDMS had a sensing range of only 0–2.6 kPa and a sensitivity of 25.1 kPa−1. However, the performance issues of how to simultaneously realize the high sensitivity and large compression range of flexible pressure sensors still need to be solved.