Zhijian Wang, Lin Wang, Jingze Guo, Shiyao Wang, Yisheng Chen
{"title":"可编程打印模拟人类嗅觉系统的比色传感器阵列,用于实时检测肉类新鲜度","authors":"Zhijian Wang, Lin Wang, Jingze Guo, Shiyao Wang, Yisheng Chen","doi":"10.1016/j.foodcont.2025.111644","DOIUrl":null,"url":null,"abstract":"<div><div>Concerning the massive economic loss and potential food-borne diseases due to meat spoilage, real-time and non-destructive surveillance techniques able to provide early spoilage alert became increasingly important in meat supply chain. Here, a colorimetric sensor array (CSA) consisted of 10 amine-responsive dyes encapsuled in a metal−organic framework material ZIF-8 (ARD@ZIF-8) mimicking human olfactory system was designed and fabricated for visual evaluation of meat freshness. It was demonstrated that the encapsulation in ZIF-8 significantly enhanced the sensitivity and stability (ΔE < 5) of amine-responsive dyes. Then, the CSA in size of 40 × 10 mm was prepared by programmable printing with high precision and uniformity. Upon a short exposure within 16 min to biogenic amines (BAs), sensitive colorimetric changes became straightforward for eye-inspection, which was further digitally documented and quantified with a smartphone. The detection linear range for the targeted BAs (ammonia, dimethylamine, trimethylamine) was 50–50000 μg/kg, with limits of detection at 7, 8, and 8 μg/kg, respectively. Furthermore, the optimized detection was validated with different meat samples, agreeing well with the data by the TVBN assay (<em>R</em><sup>2</sup> > 0.969). Via chemoichiometric pattern recognition (principal component analysis and hierarchical cluster analysis), the status of meat freshness at different shelf-life stages could be clearly distinguished. Moreover, the CSA displayed high reproducibility (RSD <5 %) as well. Reaching an ideal balance in simplicity, reliability and cost-efficiency, the CSA might be valuable to next generation of intelligent food package enabling consumer-level monitoring of meat quality.</div></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":"180 ","pages":"Article 111644"},"PeriodicalIF":6.3000,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Programmable printing of a colorimetric sensor array mimicking human olfactory system for real-time detection of meat freshness\",\"authors\":\"Zhijian Wang, Lin Wang, Jingze Guo, Shiyao Wang, Yisheng Chen\",\"doi\":\"10.1016/j.foodcont.2025.111644\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Concerning the massive economic loss and potential food-borne diseases due to meat spoilage, real-time and non-destructive surveillance techniques able to provide early spoilage alert became increasingly important in meat supply chain. Here, a colorimetric sensor array (CSA) consisted of 10 amine-responsive dyes encapsuled in a metal−organic framework material ZIF-8 (ARD@ZIF-8) mimicking human olfactory system was designed and fabricated for visual evaluation of meat freshness. It was demonstrated that the encapsulation in ZIF-8 significantly enhanced the sensitivity and stability (ΔE < 5) of amine-responsive dyes. Then, the CSA in size of 40 × 10 mm was prepared by programmable printing with high precision and uniformity. Upon a short exposure within 16 min to biogenic amines (BAs), sensitive colorimetric changes became straightforward for eye-inspection, which was further digitally documented and quantified with a smartphone. The detection linear range for the targeted BAs (ammonia, dimethylamine, trimethylamine) was 50–50000 μg/kg, with limits of detection at 7, 8, and 8 μg/kg, respectively. Furthermore, the optimized detection was validated with different meat samples, agreeing well with the data by the TVBN assay (<em>R</em><sup>2</sup> > 0.969). Via chemoichiometric pattern recognition (principal component analysis and hierarchical cluster analysis), the status of meat freshness at different shelf-life stages could be clearly distinguished. Moreover, the CSA displayed high reproducibility (RSD <5 %) as well. Reaching an ideal balance in simplicity, reliability and cost-efficiency, the CSA might be valuable to next generation of intelligent food package enabling consumer-level monitoring of meat quality.</div></div>\",\"PeriodicalId\":319,\"journal\":{\"name\":\"Food Control\",\"volume\":\"180 \",\"pages\":\"Article 111644\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Food Control\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0956713525005134\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"FOOD SCIENCE & TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food Control","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0956713525005134","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
Programmable printing of a colorimetric sensor array mimicking human olfactory system for real-time detection of meat freshness
Concerning the massive economic loss and potential food-borne diseases due to meat spoilage, real-time and non-destructive surveillance techniques able to provide early spoilage alert became increasingly important in meat supply chain. Here, a colorimetric sensor array (CSA) consisted of 10 amine-responsive dyes encapsuled in a metal−organic framework material ZIF-8 (ARD@ZIF-8) mimicking human olfactory system was designed and fabricated for visual evaluation of meat freshness. It was demonstrated that the encapsulation in ZIF-8 significantly enhanced the sensitivity and stability (ΔE < 5) of amine-responsive dyes. Then, the CSA in size of 40 × 10 mm was prepared by programmable printing with high precision and uniformity. Upon a short exposure within 16 min to biogenic amines (BAs), sensitive colorimetric changes became straightforward for eye-inspection, which was further digitally documented and quantified with a smartphone. The detection linear range for the targeted BAs (ammonia, dimethylamine, trimethylamine) was 50–50000 μg/kg, with limits of detection at 7, 8, and 8 μg/kg, respectively. Furthermore, the optimized detection was validated with different meat samples, agreeing well with the data by the TVBN assay (R2 > 0.969). Via chemoichiometric pattern recognition (principal component analysis and hierarchical cluster analysis), the status of meat freshness at different shelf-life stages could be clearly distinguished. Moreover, the CSA displayed high reproducibility (RSD <5 %) as well. Reaching an ideal balance in simplicity, reliability and cost-efficiency, the CSA might be valuable to next generation of intelligent food package enabling consumer-level monitoring of meat quality.
期刊介绍:
Food Control is an international journal that provides essential information for those involved in food safety and process control.
Food Control covers the below areas that relate to food process control or to food safety of human foods:
• Microbial food safety and antimicrobial systems
• Mycotoxins
• Hazard analysis, HACCP and food safety objectives
• Risk assessment, including microbial and chemical hazards
• Quality assurance
• Good manufacturing practices
• Food process systems design and control
• Food Packaging technology and materials in contact with foods
• Rapid methods of analysis and detection, including sensor technology
• Codes of practice, legislation and international harmonization
• Consumer issues
• Education, training and research needs.
The scope of Food Control is comprehensive and includes original research papers, authoritative reviews, short communications, comment articles that report on new developments in food control, and position papers.