journal article·2026-05Open access

Natural biomass hydrogels for intelligent sensing: From component crosslinking engineering to stimuli-responsive mechanisms

Han Zhang, Ting Xu, Meng Zhang, Xuan Wang, Junjie Qi, Yaxuan Wang, Haishun Du, Liyu Zhu, Kun Liu, Kai Zhang, Chuanling Si

eScience· Volume 6· Issue 3

Abstract

Natural biomass hydrogels are ideal candidate materials for sensors due to the structural tunability and abundant functional groups of natural biomass, and they have been widely applied in medical diagnosis, environmental monitoring, and intelligent systems, among other areas. However, the literature lacks a comprehensive review of the inherent connection between the crosslinking network structures of natural biomass hydrogels and the sensing performance of assembled sensors. Herein, this review analyzes the molecular structure characteristics of representative natural biomass materials (such as cellulose, chitosan, sodium alginate, etc.), as well as their advantages for fabricating hydrogels and their application in sensors, including stress–strain sensors, biosensors, temperature sensors, and humidity sensors. We provide a detailed overview of the crosslinking mechanisms (such as physical crosslinking, chemical crosslinking, and dual crosslinking), crosslinking strategies, and application scope of various natural biomass hydrogels in sensors. This is followed by a summary of the sensing mechanisms in sensors assembled with natural biomass hydrogels and the impact of different crosslinking networks on the performance of various sensors. Finally, we outline the challenges and prospects for the development of sensors based on natural biomass hydrogels, from the coordinated development of crosslinking networks and dynamic response mechanisms to scalable preparation technology.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Hydrogels: synthesis, properties, applications · Nanocomposite Films for Food Packaging

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (100+)

Show source-provided references
1. Advanced nanocellulose-based composites for flexible functional energy storage devices
2. Biopolymeric gels: advancements in sustainable multifunctional materials
3. Metal halide perovskite nanocrystals-intermediated hydrogel for boosting the biosensing performance
4. An antidehydration hydrogel based on zwitterionic oligomers for bioelectronic interfacing
5. Intrafibrillar crosslinking enables decoupling of mechanical properties and structure of a composite fibrous hydrogel
6. Synthesis of cellulose-based superabsorbent hydrogel with high salt tolerance for soil conditioning10.1016/j.ijbiomac.2022.04.039 ↗
7. Ions and electrons dual transport channels regulated by nanocellulose for mitigating dendrite growth of zinc-ion batteries
8. Strong and highly conductive cellulose nanofibril/silver nanowires nanopaper for high performance electromagnetic interference shielding10.1007/s42114-022-00425-2 ↗
9. Multifunctional nanocellulose-based electromagnetic interference shielding composites: design, functionality, and future prospects10.1016/j.indcrop.2024.118148 ↗
10. Constructions and properties of physically cross-linked hydrogels based on natural polymers10.1080/15583724.2022.2137525 ↗
11. Biopolymer-based hydrogel electrolytes for advanced energy storage/conversion devices: properties, applications, and perspectives10.1016/j.ensm.2022.03.013 ↗
12. Recent advances on stimuli-responsive biopolymer-based nanocomposites for drug delivery10.1016/j.compositesb.2023.111018 ↗
13. Multifunctional luffa sponge hydrogel with high mechanical strength, fatigue resistance, and ionic conductivity for monitoring human vital signs
14. Nanocellulose-assisted construction of multifunctional mxene-based aerogels with engineering biomimetic texture for pressure sensor and compressible electrode10.1007/s40820-023-01073-x ↗
15. Versatile biomass-based injectable photothermal hydrogel for integrated regenerative wound healing and skin bioelectronics
16. Natural skin-inspired versatile cellulose biomimetic hydrogels10.1039/C9TA10502F ↗
17. Cellulose nanofiber-mediated manifold dynamic synergy enabling adhesive and photo-detachable hydrogel for self-powered e-skin10.1038/s41467-024-47986-y ↗
18. PVA/gelatin/β-CD-based rapid self-healing supramolecular dual-network conductive hydrogel as bidirectional strain sensor10.1016/j.polymer.2022.124769 ↗
19. Bacterial cellulose hydrogel for sensors10.1016/j.cej.2023.142062 ↗
20. Recent advances in polysaccharide-based physical hydrogels and their potential applications for biomedical and wastewater treatment10.1002/mabi.202200153 ↗
21. Advances in injectable and self-healing polysaccharide hydrogel based on the schiff base reaction10.1002/marc.202100025 ↗
22. Hydrogels and hydrogel-derived materials for energy and water sustainability10.1021/acs.chemrev.0c00345 ↗
23. Carboxymethyl chitosan-based tough hydrogels with low mechanical hysteresis and high conductivity as multifunctional sensors10.1016/j.cej.2025.161610 ↗
24. Crosslinkers for polysaccharides and proteins: synthesis conditions, mechanisms, and crosslinking efficiency, a review10.1016/j.ijbiomac.2022.01.029 ↗
25. Biobased physicochemical reversible dual-cross-linked hydrogel: self-healing, antibacterial, antioxidant, and hemostatic properties for diabetic wound healing10.1021/acs.biomac.5c00087 ↗
26. Recent developments of polysaccharide-based double-network hydrogels10.1002/pol.20220510 ↗
27. Passive isothermal flexible sensor enabled by smart thermal-regulating aerogels10.1002/adma.202415386 ↗
28. dflash; dual fluorescent transcription factor activity sensor for histone integrated live-cell reporting and high-content screening10.1038/s41467-025-58488-w ↗
29. Stretchable ionic–electronic bilayer hydrogel electronics enable in situ detection of solid-state epidermal biomarkers10.1038/s41563-024-01918-9 ↗
30. Wearable sweat sensors10.1038/s41928-018-0043-y ↗
31. Photonic crystal protein hydrogel sensor materials enabled by conformationally induced volume phase transition10.1039/C6SC00682E ↗
32. Ultrasensitive wearable soft strain sensors of conductive, self-healing, and elastic hydrogels with synergistic “soft and hard” hybrid networks10.1021/acsami.7b07639 ↗
33. Robust and flexible strain sensors based on dual physically cross-linked double network hydrogels for monitoring human-motion10.1016/j.cej.2018.08.053 ↗
34. Highly transparent, stretchable, and rapid self-healing polyvinyl alcohol/cellulose nanofibril hydrogel sensors for sensitive pressure sensing and human motion detection10.1016/j.snb.2019.05.082 ↗
35. Scalable manufacturing of biomimetic moldable hydrogels for industrial applications10.1073/pnas.1618156113 ↗
36. Cellulose nanofibrils enhanced, strong, stretchable, freezing-tolerant ionic conductive organohydrogel for multi-functional sensors10.1002/adfm.202003430 ↗
37. A multifunctional, self-healing, self-adhesive, and conductive sodium alginate/poly(vinyl alcohol) composite hydrogel as a flexible strain sensor
38. Sustainable cellulose-nanofiber-based hydrogels10.1021/acsnano.1c01247 ↗
39. Plant-based biomass/polyvinyl alcohol gels for flexible sensors10.1002/asia.202300483 ↗
40. All-natural biomass-based multifunctional conductive hydrogel for an all-in-one wearable strain sensor10.1016/j.celbio.2025.100076 ↗
41. High-strength, self-adhesive, and strain-sensitive chitosan/poly(acrylic acid) double-network nanocomposite hydrogels fabricated by salt-soaking strategy for flexible sensors10.1021/acsami.9b15817 ↗
42. Ultrathin hydrogel films toward breathable skin-integrated electronics10.1002/adma.202206793 ↗
43. Highly conductive and tough polyacrylamide/sodium alginate hydrogel with uniformly distributed polypyrrole nanospheres for wearable strain sensors10.1016/j.carbpol.2023.120953 ↗
44. Solar-driven drum-type atmospheric water harvester based on bio-based gels with fast adsorption/desorption kinetics10.1002/adma.202470251 ↗
45. Biomass-based materials for advanced supercapacitor: principles, progress, and perspectives
46. Biomass-based functional materials for rechargeable zn-ion batteries
47. Microencapsulated phase change material through cellulose nanofibrils stabilized pickering emulsion templating10.1007/s42114-023-00725-1 ↗
48. Nano/micro flexible fiber and paper-based advanced functional packaging materials10.1016/j.foodchem.2024.140329 ↗
49. Sustainable polysaccharide-based materials for intelligent packaging10.1016/j.carbpol.2023.120851 ↗
50. Strong, conductive, and freezing-tolerant polyacrylamide/PEDOT:PSS/cellulose nanofibrils hydrogels for wearable strain sensors10.1016/j.carbpol.2023.120567 ↗
51. Sustainable preparation of lignocellulosic nanofibrils and cellulose nanopaper from poplar sawdust10.1016/j.jclepro.2022.135582 ↗
52. Design and functionalization of lignocellulose-derived silicon-carbon composites for rechargeable batteries
53. Efficient catalytic production of biomass-derived levulinic acid over phosphotungstic acid in deep eutectic solvent10.1016/j.indcrop.2020.112154 ↗
54. Heteroatom-doped and graphitization-enhanced lignin-derived hierarchically porous carbon via facile assembly of lignin-Fe coordination for high-voltage symmetric supercapacitors10.1016/j.jcis.2023.12.162 ↗
55. Highly efficient and sustainable preparation of carboxylic and thermostable cellulose nanocrystals via FeCl3 -catalyzed innocuous citric acid hydrolysis10.1021/acssuschemeng.0c06561 ↗
56. Cellulose dissolution, modification, and the derived hydrogel: a review10.1002/cssc.202300518 ↗
57. Preparation of carboxylic cellulose nanofibrils via FeCl3-catalyzed maleic acid hydrolysis and application for self-supporting electrode
58. Interfacial modulation of Ti3C2Tx MXene by cellulose nanofibrils to construct hybrid fibers with high volumetric specific capacitance
59. Nanocellulose/metal-organic frameworks composites for advanced energy storage of electrodes and separators10.1016/j.cej.2024.157318 ↗
60. Cellulose nanocrystals and cellulose nanofibrils based hydrogels for biomedical applications10.1016/j.carbpol.2019.01.020 ↗
61. Cellulose nanopaper: fabrication, functionalization, and applications10.1007/s40820-022-00849-x ↗
62. Bio-inspired catalytic one-step prepared r-siloxane cellulose composite membranes with highly efficient oil separation10.1007/s42114-022-00517-z ↗
63. Strong, flexible, and highly conductive cellulose nanofibril/PEDOT:PSS/MXene nanocomposite films for efficient electromagnetic interference shielding10.1039/D2NR00468B ↗
64. Cellulose nanofibril aerogels reinforcing polymethyl methacrylate with high optical transparency10.1007/s42114-023-00700-w ↗
65. Functional cellulose paper with high transparency, high haze, and UV-blocking for perovskite solar cells10.1007/s42114-023-00823-0 ↗
66. Pickering multiphase materials using plant-based cellulosic micro/nanoparticles
67. Lignocellulose-mediated functionalization of liquid metals towards the frontiers of multifunctional materials
68. Cellulose-based aerogels, films, and fibers for advanced biomedical applications
69. Hydrogels based on cellulose and chitin: fabrication, properties, and applications10.1039/C5GC02396C ↗
70. Strong and tough cellulose hydrogels via solution annealing and dual cross-linking10.1002/smll.202301204 ↗
71. Novel biodegradable superabsorbent hydrogels derived from cotton cellulose and succinic anhydride: synthesis and characterization10.1002/app.22794 ↗
72. Applied research and recent advances in the development of flexible sensing hydrogels from cellulose: a review10.1016/j.ijbiomac.2024.136100 ↗
73. Fabrication of a facile self-floating lignin-based carbon janus evaporators for efficient and stable solar desalination10.1007/s42114-024-00849-y ↗
74. Advanced nanocellulose-based composites for flexible functional energy storage devices
75. Engineered biomass-based solar evaporators for diversified and sustainable water management10.1002/adma.70632 ↗
76. Compressible cellulose nanofibrils/reduced graphene oxide composite carbon aerogel for solid-state supercapacitor10.1007/s42114-022-00427-0 ↗
77. Transparent, conductive cellulose hydrogel for flexible sensor and triboelectric nanogenerator at subzero temperature10.1016/j.carbpol.2021.118078 ↗
78. Cellulose-based hydrogels: present status and application prospects10.1016/j.carbpol.2010.12.023 ↗
79. Mechanical tough and stretchable quaternized cellulose nanofibrils/MXene conductive hydrogel for flexible strain sensor with multi-scale monitoring10.1016/j.jmst.2023.12.048 ↗
80. Ionic conductive konjac glucomannan/liquid crystal cellulose composite hydrogels with dual sensing of photo- and electro-signals capacities as wearable strain sensors10.1016/j.ijbiomac.2023.129038 ↗
81. Ultrastretchable, tough, antifreezing, and conductive cellulose hydrogel for wearable strain sensor10.1021/acsami.0c14935 ↗
82. Bacterial cellulose reinforced polyaniline electroconductive hydrogel with multiple weak h-bonds as flexible and sensitive strain sensor10.1002/mame.202100159 ↗
83. Transparent multifunctional cellulose-based conductive hydrogel for wearable strain sensors and arrays10.1016/j.carbpol.2024.121784 ↗
84. Muscle-inspired anisotropic carboxymethyl cellulose-based double-network conductive hydrogels for flexible strain sensors10.1016/j.ijbiomac.2023.125973 ↗
85. Structure-function relationships of starch components10.1002/star.201400188 ↗
86. Construction of porous starch-based hydrogel via regulating the ratio of amylopectin/amylose for enhanced water-retention10.3390/molecules26133999 ↗
87. Recent advances in the preparation, characterization, and food application of starch-based hydrogels10.1016/j.carbpol.2022.119624 ↗
88. pH-sensitive starch hydrogels via free radical graft copolymerization, synthesis and properties10.1016/j.carbpol.2009.02.004 ↗
89. Recent advances in the preparation, characterization, and food application of starch-based hydrogels10.1016/j.carbpol.2022.119624 ↗
90. A dual physical crosslinking starch-based hydrogel exhibiting high strength, fatigue resistance, excellent biocompatibility, and biodegradability10.1016/j.fochx.2023.100728 ↗
91. Yellowish and blue luminescent graphene oxide quantum dots prepared via a microwave-assisted hydrothermal route using H2O2 and KMnO4 as oxidizing agents10.1039/C7NJ03337K ↗
92. Structures, properties and application of alginic acid: a review10.1016/j.ijbiomac.2020.06.180 ↗
93. Alginate hydrogels as synthetic extracellular matrix materials10.1016/S0142-9612(98)00107-0 ↗
94. Development of alginate-based hydrogels: crosslinking strategies and biomedical applications10.1016/j.ijbiomac.2023.124275 ↗
95. Fabrication of a mip-cumofs@sa-cs electrochemical sensor based on cuhcf for the highly selective detection of chelerythrine10.1016/j.microc.2025.112743 ↗
96. A physically cross-linked double network polysaccharides/Ca2+ hydrogel scaffold for skeletal muscle tissue engineering10.1016/j.colsurfa.2023.131410 ↗
97. Strong and anti-freezing alginate-based hydrogel with humidity response and wide-temperature-range strain sensing ability10.1016/j.polymer.2024.126735 ↗
98. Vipula, Riboflavin functionalized dextrin-sodium alginate based fluorescent sensor: detoxification of Cu2+ and Ni2+ ions10.1021/acsapm.9b00724 ↗
99. Enhanced mechanical performance of xylan-based composite hydrogel via chain extension and semi-interpenetrating networks10.1007/s10570-020-03080-2 ↗
100. Anti-freezing, water-retaining, conductive, and strain-sensitive hemicellulose/polypyrrole composite hydrogels for flexible sensors10.1016/j.jmrt.2021.06.088 ↗