期刊
ADVANCED MATERIALS
卷 34, 期 24, 页码 -出版社
WILEY-V C H VERLAG GMBH
DOI: 10.1002/adma.202109764
关键词
antifouling; biosensors; hydrogels; implanted devices; polyacrylamide
类别
资金
- NIDDK [R01DK119254]
- Department of Defense
- Air Force Office of Scientific Research
- National Defense Science and Engineering Graduate (ND-SEG) Fellowship [32 CFR 168a, FA9550-11-C-0028]
- Stanford Bio-X Interdisciplinary Initiative Program Round 8 (2016) Seed Grant
- European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant [796557 INMARE]
- National Science Foundation [ECCS-1542152]
In this study, a combinatorial library of polyacrylamide-based copolymer hydrogels was created to discover and evaluate novel anti-biofouling materials. It was found that certain nonintuitive copolymer compositions exhibit superior anti-biofouling properties over current gold-standard materials.
Biofouling on the surface of implanted medical devices and biosensors severely hinders device functionality and drastically shortens device lifetime. Poly(ethylene glycol) and zwitterionic polymers are currently considered gold-standard device coatings to reduce biofouling. To discover novel anti-biofouling materials, a combinatorial library of polyacrylamide-based copolymer hydrogels is created, and their ability is screened to prevent fouling from serum and platelet-rich plasma in a high-throughput parallel assay. It is found that certain nonintuitive copolymer compositions exhibit superior anti-biofouling properties over current gold-standard materials, and machine learning is used to identify key molecular features underpinning their performance. For validation, the surfaces of electrochemical biosensors are coated with hydrogels and their anti-biofouling performance in vitro and in vivo in rodent models is evaluated. The copolymer hydrogels preserve device function and enable continuous measurements of a small-molecule drug in vivo better than gold-standard coatings. The novel methodology described enables the discovery of anti-biofouling materials that can extend the lifetime of real-time in vivo sensing devices.
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