Multimodal smart suture for dynamic postoperative wound monitoring
Source abstract
Abstract
Postoperative wound management remains challenging, owing to the lack of tools for continuous, localized, and quantitative assessment of wound inflammation. To address this limitation, we advance a device-level integration strategy that enables localized multimodal monitoring within a suturable platform. We develop a multifunctional smart suture by engineering a metal-organic framework (MOF) layer onto a conductive thermoelectric (TE) fiber. This unique structure integrates bifunctional electrochemical and thermoelectric sensing on a single platform for real-time monitoring of wound healing dynamics. The precise deposition of metal organic framework layer is fabricated via atomic layer deposition, which provides a highly active interface for sensitive detection of physiologically relevant hydrogen peroxide (H2O2). This method features ultra-high sensitivity (8450 μA mM-1 cm-2) and a low detection limit (77.44 nM). Meanwhile, the TE fiber enables accurate local temperature monitoring with a sensitivity of 76.60 μV K-1. The smart suture retains sufficient mechanical strength and supports biocompatibility and stable sensing performance for surgical suturing. By fusing multimodal sensing outputs with machine learning-assisted analysis, the system enables classification of inflammation-related states. Evaluated in rat wound models, the suture demonstrates the capability to monitor changes in local inflammatory responses under experimental conditions, highlighting its potential for advanced wound monitoring.
Source: europepmc · Quality: candidate unverified · Source record ↗
Research context
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References (86)
Show source-provided references
1. Wirelessly operated bioelectronic sutures for the monitoring of deep surgical wounds10.1038/s41551-021-00802-0 ↗
2. Continuous physiological monitoring for the detection of postoperative deterioration: a protocol for a multistage, multicentre, international, prospective cohort study10.1136/bmjopen-2025-104463 ↗
3. Temperature monitoring for early detection of postoperative wound infections: a narrative review10.3390/app152412856 ↗
4. Surgical site infection prevention: a review10.1001/jama.2022.24075 ↗
5. Cellular and molecular mechanisms of skin wound healing10.1038/s41580-024-00715-1 ↗
6. Wearable smart bandage-based bio-sensors10.3390/bios13040462 ↗
7. Flexible bioelectronic systems with large-scale temperature sensor arrays for monitoring and treatments of localized wound inflammation10.1073/pnas.2412423121 ↗
8. A wireless and battery-free wound infection sensor based on DNA hydrogel10.1126/sciadv.abj1617 ↗
9. Wound management materials and technologies from bench to bedside and beyond10.1038/s41578-024-00693-y ↗
10. Non-invasive wearable electrochemical sensors: a review10.1016/j.tibtech.2014.04.005 ↗
11. Multimodal sensing and therapeutic systems for wound healing and management: a review
12. Lyn is a redox sensor that mediates leukocyte wound attraction in vivo10.1038/nature10632 ↗
13. Hydrogen peroxide as a damage signal in tissue injury and inflammation: Murderer, mediator, or messenger?10.1002/jcb.24683 ↗
14. Infrared thermography to prognose the venous leg ulcer healing process—preliminary results of a 12-week, prospective observational study10.1111/wrr.12781 ↗
15. New developments in smart bandage technologies for wound diagnostics10.1002/adma.201504829 ↗
16. Boosting hydrogel conductivity via water-dispersible conducting polymers for injectable bioelectronics10.1038/s41467-025-59045-1 ↗
17. An implantable hydrogel-based phononic crystal for continuous and wireless monitoring of internal tissue strains10.1038/s41551-025-01374-z ↗
18. Self-healing dynamic hydrogel microparticles with structural color for wound management10.1007/s40820-024-01422-4 ↗
19. A stretchable wireless wearable bioelectronic system for multiplexed monitoring and combination treatment of infected chronic wounds10.1126/sciadv.adf7388 ↗
20. Long-term in vivo monitoring of chemicals with fiber sensors10.1007/s42765-020-00061-9 ↗
21. Single-carbon-fiber-powered microsensor for in vivo neurochemical sensing with high neuronal compatibility10.1002/anie.202010195 ↗
22. Cof-coated microelectrode for space-confined electrochemical sensing of dopamine in parkinson's disease model mouse brain10.1021/jacs.3c08256 ↗
23. Fabrication of mof-based nanozyme sensor arrays and their application in disease diagnosis10.1016/j.ccr.2025.216506 ↗
24. Biocompatible fe-based micropore metal-organic frameworks as sustained-release anticancer drug carriers10.3390/molecules23102490 ↗
25. Mil-53(fe)-glucose self-assembled complex for enhanced angiogenesis and endothelial tip cell activation10.1186/s12951-025-03483-y ↗
26. Modulating cell stiffness for improved vascularization: leveraging the mil-53(fe) for improved interaction of titanium implant and endothelial cell10.1186/s12951-024-02714-y ↗
27. An artificial intelligence system for predicting and generating metal-organic frameworks using large language models10.1038/s41467-024-48998-4 ↗
28. Inverse design of metal-organic frameworks using deep dreaming approaches10.1038/s41467-025-59952-3 ↗
29. Machine learning potentials for metal-organic frameworks using an incremental learning approach10.1038/s41524-023-00969-x ↗
30. High-throughput predictions of metal–organic framework electronic properties: theoretical challenges, graph neural networks, and data exploration10.1038/s41524-022-00796-6 ↗
31. Using machine learning and data mining to leverage community knowledge for the engineering of stable metal–organic frameworks10.1021/jacs.1c07217 ↗
32. A comprehensive transformer-based approach for high-accuracy gas adsorption predictions in metal-organic frameworks10.1038/s41467-024-46276-x ↗
33. Current status of control of surgical site infections in China
34. Hydrogen peroxide-producing electrochemical bandage controlled by a wearable potentiostat for treatment of wound infections10.1002/bit.27794 ↗
35. Electron−phonon scattering in metallic single-walled carbon nanotubes10.1021/nl035258c ↗
36. E-suture: Mixed-conducting suture for medical devices10.1002/adhm.202302613 ↗
37. Postoperative long-term monitoring of mechanical characteristics in reconstructed soft tissues using biocompatible, immune-tolerant, and wireless electronic sutures10.1021/acsnano.4c00396 ↗
38. Advanced functional carbon nanotube fibers from preparation to application
39. "Tissue-drag" with polyglycolic acid (dexon) and polyglactin 910 (vicryl) sutures in strabismus surgery10.3928/0191-3913-19761101-12 ↗
40. Study on the tribological behavior of surgical suture interacting with a skin substitute by using a penetration friction apparatus10.1016/j.colsurfb.2017.10.067 ↗
41. Design and synthesis of transferrable macro-sized continuous free-standing metal-organic framework films for biosensor device10.1002/advs.202310189 ↗
42. Growth control of metal–organic framework films on marine biological carbon and their potential-dependent dopamine sensing10.1021/acsami.2c20517 ↗
43. Mil-53(fe) incorporated in the lamellar biobr: promoting the visible-light catalytic capability on the degradation of rhodamine b and carbamazepine10.1016/j.cej.2019.06.019 ↗
44. Effects of zinc on the new preparation method of hydroxy double salts10.1021/ic9812149 ↗
45. Preparation of hydroxy double salts exchanged by organic compounds10.1557/JMR.1998.0112 ↗
46. Facile conversion of hydroxy double salts to metal–organic frameworks using metal oxide particles and atomic layer deposition thin-film templates10.1021/jacs.5b08752 ↗
47. High-performance and ultra-stable lithium-ion batteries based on mof-derived zno@zno quantum dots/c core–shell nanorod arrays on a carbon cloth anode10.1002/adma.201405222 ↗
48. Metal-organic framework mil-53(fe) as an adsorbent for ibuprofen drug removal from aqueous solutions: response surface modeling and optimization
49. In-situ ethylenediamine-assisted synthesis of a magnetic iron-based metal-organic framework mil-53(fe) for visible light photocatalysis10.1016/j.jcis.2017.01.060 ↗
50. Mil-53(fe) as a highly efficient bifunctional photocatalyst for the simultaneous reduction of cr(vi) and oxidation of dyes10.1016/j.jhazmat.2015.01.048 ↗
51. Flexible porous metal-organic frameworks for a controlled drug delivery10.1021/ja710973k ↗
52. Mof derived porous carbon–fe3o4 nanocomposite as a high performance, recyclable environmental superadsorbent10.1039/c2jm33798c ↗
53. Surface area, pore volume distribution, and acidity in mesoporous expanded clay catalysts from hybrid density functional theory (dft) and adsorption microcalorimetry methods10.1021/la020567o ↗
54. Prussian blue-modified laser-induced graphene platforms for detection of hydrogen peroxide10.1007/s00604-022-05295-5 ↗
55. Na,o-co-doped-graphitic-carbon nitride (na,o-g-c3n4) for nonenzymatic electrochemical sensing of hydrogen peroxide10.1016/j.apsusc.2020.146353 ↗
56. Non-enzymatic hydrogen peroxide detection on a novel nanohybrid composite of chitosan and grafted graphene oxide10.1016/j.materresbull.2023.112427 ↗
57. Electrosynthesis of gold nanoparticles/porous gan electrode for non-enzymatic hydrogen peroxide detection10.1016/j.snb.2016.08.124 ↗
58. Flexible and self-powered temperature–pressure dual-parameter sensors using microstructure-frame-supported organic thermoelectric materials10.1038/ncomms9356 ↗
59. Printable and stretchable temperature-strain dual-sensing nanocomposite with high sensitivity and perfect stimulus discriminability10.1021/acs.nanolett.0c02519 ↗
60. Highly stretchable, sensitive, and multifunctional thermoelectric fabric for synergistic-sensing systems of human signal monitoring10.1007/s42765-023-00339-8 ↗
61. Organic carbonization modification of carbon nanotubes with stable thermoelectric performance at high temperature10.1016/j.cej.2025.160213 ↗
62. Correlating framework structures and thermoelectric performance of metal–organic framework/carbon nanotube thermoelectric hybrids with n–p type inversion10.1016/j.cej.2024.149732 ↗
63. High thermoelectric performance carbon nanotube/polycaprolactone composites for sustainable energy harvesting10.1002/smll.202506983 ↗
64. Synthesis and characterization of pani/mof-199/ag nanocomposite and its potential application as non-enzymatic electrochemical sensing of dopamine10.1007/s43207-021-00166-w ↗
65. Metallic ti3c2tx mxene gas sensors with ultrahigh signal-to-noise ratio10.1021/acsnano.7b07460 ↗
66. Wound exudate: composition and functions10.12968/bjcn.2003.8.Sup3.11577 ↗
67. Functional porous coordination polymers10.1002/anie.200300610 ↗
68. Wiring-up catalytically active metals in solution with sulfonated carbon nanotubes10.1039/c0jm04287k ↗
69. Carbon nanotube based metal–organic framework hybrids from fundamentals toward applications
70. Implantable fiber sensor for continuous monitoring of light-regulated ascorbic acid dynamics10.1021/acsnano.5c18174 ↗
71. An electrochemophysiological microarray for real-time monitoring and quantification of multiple ions in the brain of a freely moving rat10.1002/anie.202002417 ↗
72. An integrated wearable microneedle array for the continuous monitoring of multiple biomarkers in interstitial fluid10.1038/s41551-022-00887-1 ↗
73. A single-atom cu–n2 catalyst eliminates oxygen interference for electrochemical sensing of hydrogen peroxide in a living animal brain10.1039/D1SC04755H ↗
74. Electrically conductive metal–organic framework thin film-based on-chip micro-biosensor: a platform to unravel surface morphology-dependent biosensing10.1002/adfm.202102855 ↗
75. 3d-printed functional hydrogel by DNA-induced biomineralization for accelerated diabetic wound healing
76. Artificial intelligence-assisted high-throughput screening of printing conditions of hydrogel architectures for accelerated diabetic wound healing10.1002/adfm.202201843 ↗
77. Battery-free and ai-enabled multiplexed sensor patches for wound monitoring10.1126/sciadv.adg6670 ↗
78. Pattern recognition and machine learning10.1198/tech.2007.s518 ↗
79. A tissue-scale gradient of hydrogen peroxide mediates rapid wound detection in zebrafish10.1038/nature08119 ↗
80. Porous metal–organic-framework nanoscale carriers as a potential platform for drug delivery and imaging10.1038/nmat2608 ↗
81. Degradation of fluoride-free mil-100(fe) and mil-53(fe) in water: effect of temperature and ph10.1016/j.micromeso.2015.07.037 ↗
82. Recent advances in fe-based bioresorbable stents: materials design and biosafety
83. Biocompatibility of pure iron: in vitro assessment of degradation kinetics and cytotoxicity on endothelial cells10.1016/j.msec.2008.12.019 ↗
84. Dermal wound healing is subject to redox control10.1016/j.ymthe.2005.07.684 ↗
85. Mil-53 and its isoreticular analogues: a review of the chemistry and structure of a prototypical flexible metal-organic framework10.1002/ijch.201800084 ↗
86. Enhanced bioelectrochemical performance caused by porous metal-organic framework mil-53(fe) as the catalyst in microbial fuel cells10.1016/j.procbio.2020.09.003 ↗