{"title":"低成本多酚-聚吡咯分子印迹传感器用于即时检测阿尔茨海默氏症。","authors":"Ajith Mohan Arjun,Sudhaunsh Deshpande,Guoyi Liu,Daimei Miura,Krzysztof Pawlak,Tokuda Takahiko,Makoto Higuchi,Miyu Matsumoto,Tomoko Umemura,Kaori Tsukakoshi,Sanjiv Sharma","doi":"10.1021/acssensors.5c01816","DOIUrl":null,"url":null,"abstract":"There is an urgent need for rapid, affordable diagnostics for Alzheimer's disease (AD), particularly those that can detect phosphorylated Tau 181 (p-tau181)─a key biomarker─directly in plasma. We present a scalable, label-free electrochemical biosensor fabricated on a printed circuit board platform, integrating a novel nanomolecularly imprinted polymer transducer based on a polyphenol red-polypyrrole composite. This platform enables sensitive detection of p-tau181 in undiluted plasma, serum, and clinical AD samples using a custom-designed potentiostat and machine learning-assisted classification. The sensor achieves a detection limit of 498 fg mL-1, a sensitivity of 8.99 μA/pg mL, and an area under the ROC curve (AUC) of 0.84 in clinical samples, comparable to the single molecule array (SIMOA) assay (AUC = 0.91), but at a fraction of the cost. This integrated platform, validated in real patient samples, demonstrates significant advancement toward accessible, point-of-care diagnostics for early AD detection.","PeriodicalId":24,"journal":{"name":"ACS Sensors","volume":"45 1","pages":""},"PeriodicalIF":9.1000,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Low-Cost Polyphenol-Polypyrrole Molecularly Imprinted Sensor for Point-of-Care Alzheimer's Detection.\",\"authors\":\"Ajith Mohan Arjun,Sudhaunsh Deshpande,Guoyi Liu,Daimei Miura,Krzysztof Pawlak,Tokuda Takahiko,Makoto Higuchi,Miyu Matsumoto,Tomoko Umemura,Kaori Tsukakoshi,Sanjiv Sharma\",\"doi\":\"10.1021/acssensors.5c01816\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"There is an urgent need for rapid, affordable diagnostics for Alzheimer's disease (AD), particularly those that can detect phosphorylated Tau 181 (p-tau181)─a key biomarker─directly in plasma. We present a scalable, label-free electrochemical biosensor fabricated on a printed circuit board platform, integrating a novel nanomolecularly imprinted polymer transducer based on a polyphenol red-polypyrrole composite. This platform enables sensitive detection of p-tau181 in undiluted plasma, serum, and clinical AD samples using a custom-designed potentiostat and machine learning-assisted classification. The sensor achieves a detection limit of 498 fg mL-1, a sensitivity of 8.99 μA/pg mL, and an area under the ROC curve (AUC) of 0.84 in clinical samples, comparable to the single molecule array (SIMOA) assay (AUC = 0.91), but at a fraction of the cost. This integrated platform, validated in real patient samples, demonstrates significant advancement toward accessible, point-of-care diagnostics for early AD detection.\",\"PeriodicalId\":24,\"journal\":{\"name\":\"ACS Sensors\",\"volume\":\"45 1\",\"pages\":\"\"},\"PeriodicalIF\":9.1000,\"publicationDate\":\"2025-08-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Sensors\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://doi.org/10.1021/acssensors.5c01816\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, ANALYTICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Sensors","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1021/acssensors.5c01816","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
Low-Cost Polyphenol-Polypyrrole Molecularly Imprinted Sensor for Point-of-Care Alzheimer's Detection.
There is an urgent need for rapid, affordable diagnostics for Alzheimer's disease (AD), particularly those that can detect phosphorylated Tau 181 (p-tau181)─a key biomarker─directly in plasma. We present a scalable, label-free electrochemical biosensor fabricated on a printed circuit board platform, integrating a novel nanomolecularly imprinted polymer transducer based on a polyphenol red-polypyrrole composite. This platform enables sensitive detection of p-tau181 in undiluted plasma, serum, and clinical AD samples using a custom-designed potentiostat and machine learning-assisted classification. The sensor achieves a detection limit of 498 fg mL-1, a sensitivity of 8.99 μA/pg mL, and an area under the ROC curve (AUC) of 0.84 in clinical samples, comparable to the single molecule array (SIMOA) assay (AUC = 0.91), but at a fraction of the cost. This integrated platform, validated in real patient samples, demonstrates significant advancement toward accessible, point-of-care diagnostics for early AD detection.
期刊介绍:
ACS Sensors is a peer-reviewed research journal that focuses on the dissemination of new and original knowledge in the field of sensor science, particularly those that selectively sense chemical or biological species or processes. The journal covers a broad range of topics, including but not limited to biosensors, chemical sensors, gas sensors, intracellular sensors, single molecule sensors, cell chips, and microfluidic devices. It aims to publish articles that address conceptual advances in sensing technology applicable to various types of analytes or application papers that report on the use of existing sensing concepts in new ways or for new analytes.