journal article·2024-03Open access

Protein Corona Sensor Array Nanosystem for Detection of Coronary Artery Disease

Gha Young Lee, Andrew A. Li, Intae Moon, Demos Katritsis, Yoannis Pantos, Francesco Stingo, Davide Fabbrico, Roberto Molinaro, Francesca Taraballi, Wei Tao, Claudia Corbo

Small· Volume 20· Issue 10

Abstract

Abstract Coronary artery disease (CAD) is the most common type of heart disease and represents the leading cause of death in both men and women worldwide. Early detection of CAD is crucial for decreasing mortality, prolonging survival, and improving patient quality of life. Herein, a non‐invasive is described, nanoparticle‐based diagnostic technology which takes advantages of proteomic changes in the nano‐bio interface for CAD detection. Nanoparticles (NPs) exposed to biological fluids adsorb on their surface a layer of proteins, the “protein corona” (PC). Pathological changes that alter the plasma proteome can directly result in changes in the PC. By forming disease‐specific PCs on six NPs with varying physicochemical properties, a PC‐based sensor array is developed for detection of CAD using specific PC pattern recognition. While the PC of a single NP may not provide the required specificity, it is reasoned that multivariate PCs across NPs with different surface chemistries, can provide the desirable information to selectively discriminate the condition under investigation. The results suggest that such an approach can detect CAD with an accuracy of 92.84%, a sensitivity of 87.5%, and a specificity of 82.5%. These new findings demonstrate the potential of PC‐based sensor array detection systems for clinical use.
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Research context

OpenAlex topics: Biosensors and Analytical Detection · Advanced Biosensing Techniques and Applications · Advanced Proteomics Techniques and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Center for Nanomedicine Department of Anesthesiology Brigham and Women's Hospital Harvard Medical School Boston MA 02115 USA

Tepper School of Business Carnegie Mellon University Pittsburgh PA 15213 USA

Department of Electrical Engineering and Computer Science Massachusetts Institute of Technology Cambridge MA 4307 USA

Comprehensive Cardiology Care at Hygeia Hospital Athens 15123 Greece

Johns Hopkins Medicine Baltimore MD 21287 USA

Department of Statistics Computer Sciences and Applications University of Florence Florence 50121 Italy

Department of Cardiovascular Brigham and Women's Hospital Harvard Medical School Boston MA 02115 USA

Center for Musculoskeletal Regeneration Houston Methodist Academic Institute & Orthopedics and Sports Medicine Houston Methodist Hospital Houston TX 77030 USA

University of Milano‐Bicocca Department of Medicine and Surgery NANOMIB Center Monza 20900 Italy

IRCCS Istituto Ortopedico Galeazzi Milan 20161 Italy

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