A. D'Avino , A. Milano , V. Marchesano , B. Guilcapi , D. Sagnelli , M. Rippa , L. Zhou , G. Rossi , L. Consagra , M. Brigotti , S. Morabito , L. Petti
{"title":"Flexible gold nanoparticle SERS tape for rapid, label-free and ultrasensitive detection and differentiation of Shiga toxin variants","authors":"A. D'Avino , A. Milano , V. Marchesano , B. Guilcapi , D. Sagnelli , M. Rippa , L. Zhou , G. Rossi , L. Consagra , M. Brigotti , S. Morabito , L. Petti","doi":"10.1016/j.biosx.2025.100696","DOIUrl":null,"url":null,"abstract":"<div><div>Surface-Enhanced Raman Spectroscopy (SERS) is a highly sensitive technique that enhances Raman signals using plasmonic nanomaterials, enabling the detection of trace biomolecules. Flexible SERS substrates offer advantages such as low cost, adaptability to various surfaces, and reliable performance in complex environments, making them ideal for real-time applications in food safety, environmental monitoring, and diagnostics. In this work, we present a flexible SERS sensor based on Kapton film coated with gold nanoparticles, fabricated through a simple bottom-up method. As a case study, we evaluated, for the first time to the best of our knowledge, its performance in detecting Shiga toxins (Stxs), which are produced by Shiga toxin-producing Escherichia coli (STEC) and are responsible for severe illnesses such as hemorrhagic colitis and hemolytic uremic syndrome. Early and accurate detection of Stxs is critical for outbreak control and timely treatment. We focused on three variants: Shiga toxin 1 (Stx1), Shiga toxin 2 (Stx2), and cleaved Stx2, which are structurally similar but differ in pathogenicity. The SERS spectra collected from each toxin revealed subtle but consistent differences, and Principal Component Analysis (PCA) successfully discriminated between them. Notably, our sensor achieved an outstanding enhancement factor of 7 × 10<sup>6</sup> and reached an ultra-low limit of detection (LOD) of 15 pM for Stx2 representing, to our knowledge, the lowest LOD reported to date for this toxin using a flexible SERS platform. We also evaluated the LOD in clinically relevant concentrations measured in sera, demonstrating that our system provides a sensitivity suitable for application in real diagnostic settings in the earlier stages of the disease. These results demonstrate the high sensitivity and discriminative power of our sensor, highlighting its strong potential for real-time, on-site monitoring of hazardous biomolecules in fields such as environmental surveillance, food safety, and clinical diagnostics.</div></div>","PeriodicalId":260,"journal":{"name":"Biosensors and Bioelectronics: X","volume":"27 ","pages":"Article 100696"},"PeriodicalIF":10.6100,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biosensors and Bioelectronics: X","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2590137025001232","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/10/7 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
引用次数: 0
Abstract
Surface-Enhanced Raman Spectroscopy (SERS) is a highly sensitive technique that enhances Raman signals using plasmonic nanomaterials, enabling the detection of trace biomolecules. Flexible SERS substrates offer advantages such as low cost, adaptability to various surfaces, and reliable performance in complex environments, making them ideal for real-time applications in food safety, environmental monitoring, and diagnostics. In this work, we present a flexible SERS sensor based on Kapton film coated with gold nanoparticles, fabricated through a simple bottom-up method. As a case study, we evaluated, for the first time to the best of our knowledge, its performance in detecting Shiga toxins (Stxs), which are produced by Shiga toxin-producing Escherichia coli (STEC) and are responsible for severe illnesses such as hemorrhagic colitis and hemolytic uremic syndrome. Early and accurate detection of Stxs is critical for outbreak control and timely treatment. We focused on three variants: Shiga toxin 1 (Stx1), Shiga toxin 2 (Stx2), and cleaved Stx2, which are structurally similar but differ in pathogenicity. The SERS spectra collected from each toxin revealed subtle but consistent differences, and Principal Component Analysis (PCA) successfully discriminated between them. Notably, our sensor achieved an outstanding enhancement factor of 7 × 106 and reached an ultra-low limit of detection (LOD) of 15 pM for Stx2 representing, to our knowledge, the lowest LOD reported to date for this toxin using a flexible SERS platform. We also evaluated the LOD in clinically relevant concentrations measured in sera, demonstrating that our system provides a sensitivity suitable for application in real diagnostic settings in the earlier stages of the disease. These results demonstrate the high sensitivity and discriminative power of our sensor, highlighting its strong potential for real-time, on-site monitoring of hazardous biomolecules in fields such as environmental surveillance, food safety, and clinical diagnostics.
期刊介绍:
Biosensors and Bioelectronics: X, an open-access companion journal of Biosensors and Bioelectronics, boasts a 2020 Impact Factor of 10.61 (Journal Citation Reports, Clarivate Analytics 2021). Offering authors the opportunity to share their innovative work freely and globally, Biosensors and Bioelectronics: X aims to be a timely and permanent source of information. The journal publishes original research papers, review articles, communications, editorial highlights, perspectives, opinions, and commentaries at the intersection of technological advancements and high-impact applications. Manuscripts submitted to Biosensors and Bioelectronics: X are assessed based on originality and innovation in technology development or applications, aligning with the journal's goal to cater to a broad audience interested in this dynamic field.