Taguchi optimization of CPTES chemistry for photonic crystal-based biosensors: Detection of anti-SARS-CoV-2 antibodies in human serum

Surface functionalization is a pivotal step in the development of biosensors, as it directly influences the immobilization efficiency of biological recognition elements and, consequently, the overall performance of the biosensing platforms. In this study, we employed the Taguchi method to systematically optimize the functionalization parameters of a silicon oxide surface using an organosilane compound. The biosensing platform is based on a one-dimensional photonic crystal structure capable of sustaining Bloch surface waves, which enable highly sensitive optical detection. The use of the Taguchi orthogonal array design allowed us to efficiently explore a limited and representative set of parameter combinations, significantly reducing experimental complexity. Once the optimal functionalization conditions were identified, the biosensors were applied to the analysis of human serum samples (diluted 1:50) collected from both COVID-19 patients and healthy individuals. The system demonstrated the ability to specifically detect IgM antibodies related to SARS-CoV-2 virus, which are typically present in trace amounts. This work presents the first Taguchi-based optimization of a surface functionalization strategy via label-free molecular interactions for biosensing. The approach provides a platform for both optimization and sensitive detection of clinically relevant biomarkers, with clear diagnostic potential. • Taguchi-based surface chemistry optimization on 1D photonic crystal biosensors using CPTES. • Label-free binding of SARS-CoV-2 nucleocapsid antibodies guides efficient surface chemistry on viral protein–immobilized spots. • Dual label-free and fluorescence detection enabled analysis of bio-interactions and sensitive identification of IgM antibodies. • Successful detection of low-abundance IgM antibodies in serum from COVID-19 recovered individuals.

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Publication Details

Journal
Sensors and Actuators B Chemical
Published
2025-10-15
DOI
https://doi.org/10.1016/j.snb.2025.138979
Primary Topic
Advanced Biosensing Techniques and Applications
Type
article
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article

Taguchi optimization of CPTES chemistry for photonic crystal-based biosensors: Detection of anti-SARS-CoV-2 antibodies in human serum

Alberto Sinibaldi, Matteo Allegretti, Paola Di Matteo, Agostino Occhicone et al.
Sensors and Actuators B Chemical
Advanced Biosensing Techniques and Applications
article

Taguchi optimization of CPTES chemistry for photonic crystal-based biosensors: Detection of anti-SARS-CoV-2 antibodies in human serum

Alberto Sinibaldi, Matteo Allegretti, Paola Di Matteo, Agostino Occhicone, Chiara Mandoj, Daniele Chiappetta, Francesco Michelotti, Peter Munzert, Norbert Danz, Maryam Heidari
article en

Abstract

Surface functionalization is a pivotal step in the development of biosensors, as it directly influences the immobilization efficiency of biological recognition elements and, consequently, the overall performance of the biosensing platforms. In this study, we employed the Taguchi method to systematically optimize the functionalization parameters of a silicon oxide surface using an organosilane compound. The biosensing platform is based on a one-dimensional photonic crystal structure capable of sustaining Bloch surface waves, which enable highly sensitive optical detection. The use of the Taguchi orthogonal array design allowed us to efficiently explore a limited and representative set of parameter combinations, significantly reducing experimental complexity. Once the optimal functionalization conditions were identified, the biosensors were applied to the analysis of human serum samples (diluted 1:50) collected from both COVID-19 patients and healthy individuals. The system demonstrated the ability to specifically detect IgM antibodies related to SARS-CoV-2 virus, which are typically present in trace amounts. This work presents the first Taguchi-based optimization of a surface functionalization strategy via label-free molecular interactions for biosensing. The approach provides a platform for both optimization and sensitive detection of clinically relevant biomarkers, with clear diagnostic potential. • Taguchi-based surface chemistry optimization on 1D photonic crystal biosensors using CPTES. • Label-free binding of SARS-CoV-2 nucleocapsid antibodies guides efficient surface chemistry on viral protein–immobilized spots. • Dual label-free and fluorescence detection enabled analysis of bio-interactions and sensitive identification of IgM antibodies. • Successful detection of low-abundance IgM antibodies in serum from COVID-19 recovered individuals.

Sensors and Actuators B ChemicalVol. 448
Italian Institute of Technology (IT), Fraunhofer Institute for Applied Optics and Precision Engineering (DE), National Cancer Institute (MY), Sapienza University of Rome (IT)
Openalex Percentile: Top 74%
Advanced Biosensing Techniques and Applications
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