Raphael D. Ayivi , Bukola O. Adesanmi , Maria J. Torres , Sherine O. Obare , Carmen L. Gomes , Eric S. McLamore
{"title":"用于食品系统传感的聚合物刷:从有机磷农药到病原体检测的机遇和挑战","authors":"Raphael D. Ayivi , Bukola O. Adesanmi , Maria J. Torres , Sherine O. Obare , Carmen L. Gomes , Eric S. McLamore","doi":"10.1016/j.snr.2025.100368","DOIUrl":null,"url":null,"abstract":"<div><div>Polymer brushes are tethered nanomaterial surface coatings that have important applications in smart release systems, pollutant degradation technologies, and sensors. Most applications of brushes have been in the medical domain, but there is an exciting opportunity to develop responsive interfaces for sensor applications in food systems. In this review article, we summarize common synthesis approaches as well as general mechanisms for stimulus-response behavior. We discuss emerging opportunities and challenges for polymer brush sensors in detection of six key targets in the food system: VOCs, nutraceuticals and bio-active compounds, pesticides, inorganic phosphates and other food additives, proteins such as allergens, and pathogens. Specific to food systems, major challenges include sample (matrix) complexity, material sustainability for sensor development, scalability of polymer brush synthesis, regulatory approval, and trust/transparency in new automated decision support approaches. Here, we also highlight general opportunities and challenges in polymer brush sensing related to advancing cyber-physical systems via decision support systems based on AI. Rapid sensing is crucial for monitoring systems in the farm-to-fork continuum. Polymer brushes are poised to play a key role in development of advanced interfacial control systems in smart sensor systems, opening new doors toward real time monitoring.</div></div>","PeriodicalId":426,"journal":{"name":"Sensors and Actuators Reports","volume":"10 ","pages":"Article 100368"},"PeriodicalIF":7.6000,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Polymer brushes for sensing in food systems: Opportunities and challenges span from organophosphorus pesticide to pathogen detection\",\"authors\":\"Raphael D. Ayivi , Bukola O. Adesanmi , Maria J. Torres , Sherine O. Obare , Carmen L. Gomes , Eric S. McLamore\",\"doi\":\"10.1016/j.snr.2025.100368\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Polymer brushes are tethered nanomaterial surface coatings that have important applications in smart release systems, pollutant degradation technologies, and sensors. Most applications of brushes have been in the medical domain, but there is an exciting opportunity to develop responsive interfaces for sensor applications in food systems. In this review article, we summarize common synthesis approaches as well as general mechanisms for stimulus-response behavior. We discuss emerging opportunities and challenges for polymer brush sensors in detection of six key targets in the food system: VOCs, nutraceuticals and bio-active compounds, pesticides, inorganic phosphates and other food additives, proteins such as allergens, and pathogens. Specific to food systems, major challenges include sample (matrix) complexity, material sustainability for sensor development, scalability of polymer brush synthesis, regulatory approval, and trust/transparency in new automated decision support approaches. Here, we also highlight general opportunities and challenges in polymer brush sensing related to advancing cyber-physical systems via decision support systems based on AI. Rapid sensing is crucial for monitoring systems in the farm-to-fork continuum. Polymer brushes are poised to play a key role in development of advanced interfacial control systems in smart sensor systems, opening new doors toward real time monitoring.</div></div>\",\"PeriodicalId\":426,\"journal\":{\"name\":\"Sensors and Actuators Reports\",\"volume\":\"10 \",\"pages\":\"Article 100368\"},\"PeriodicalIF\":7.6000,\"publicationDate\":\"2025-07-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sensors and Actuators Reports\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666053925000864\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators Reports","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666053925000864","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Polymer brushes for sensing in food systems: Opportunities and challenges span from organophosphorus pesticide to pathogen detection
Polymer brushes are tethered nanomaterial surface coatings that have important applications in smart release systems, pollutant degradation technologies, and sensors. Most applications of brushes have been in the medical domain, but there is an exciting opportunity to develop responsive interfaces for sensor applications in food systems. In this review article, we summarize common synthesis approaches as well as general mechanisms for stimulus-response behavior. We discuss emerging opportunities and challenges for polymer brush sensors in detection of six key targets in the food system: VOCs, nutraceuticals and bio-active compounds, pesticides, inorganic phosphates and other food additives, proteins such as allergens, and pathogens. Specific to food systems, major challenges include sample (matrix) complexity, material sustainability for sensor development, scalability of polymer brush synthesis, regulatory approval, and trust/transparency in new automated decision support approaches. Here, we also highlight general opportunities and challenges in polymer brush sensing related to advancing cyber-physical systems via decision support systems based on AI. Rapid sensing is crucial for monitoring systems in the farm-to-fork continuum. Polymer brushes are poised to play a key role in development of advanced interfacial control systems in smart sensor systems, opening new doors toward real time monitoring.
期刊介绍:
Sensors and Actuators Reports is a peer-reviewed open access journal launched out from the Sensors and Actuators journal family. Sensors and Actuators Reports is dedicated to publishing new and original works in the field of all type of sensors and actuators, including bio-, chemical-, physical-, and nano- sensors and actuators, which demonstrates significant progress beyond the current state of the art. The journal regularly publishes original research papers, reviews, and short communications.
For research papers and short communications, the journal aims to publish the new and original work supported by experimental results and as such purely theoretical works are not accepted.