화학공학소재연구정보센터
학회 한국고분자학회
학술대회 2021년 봄 (04/07 ~ 04/09, 대전컨벤션센터)
권호 46권 1호
발표분야 기능성 고분자
제목 Big data driven design for highly sensitive and selective virus-based electronic nose
초록 Genetically engineering of a bacteriophage is a promising way to develop a highly functional biosensor. In this paper, we demonstrate rapidly responding optical biosensor with high selectivity toward gaseous explosives with genetically engineered phages. To overcome the conventional issues, we use extensive utilization of empirical calculations to construct a large database of 8,000 tripeptides and screen the best for electronic nose sensing performance toward nine VOCs. DFT calculations unveil underlying correlations between the chemical affinity and optical property change on an electronic band structure level. The computational outcomes are validated by in vitro experimental design and testing of multiarray sensors using genetically modified phage implemented with five selected tripeptide sequences and wild-type phages. Our optical biosensor demonstrates a 1 ppb level of sensing resolution for explosive VOCs, which is a substantial improvement over conventional biosensor.
저자 박정윤, 전호제, 홍성준, 한병찬
소속 연세대
키워드 Virtual screening; First-principles calculations; M13 bacteriophage; Electronic nose; Volatile organic compounds
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