Repurposing Old Antibodies for New Diseases by Exploiting Cross-Reactivity and Multicolored Nanoparticles
Source abstract
Abstract
We exploit the cross-reactivity of dengue (DENV) and Zika (ZIKV) virus polyclonal antibodies for nonstructural protein 1 (NS1) to construct a selective sensor that can detect yellow fever virus (YFV) NS1 in a manner similar to chemical olfaction. DENV and ZIKV antibodies were screened for their ability to bind to DENV, ZIKV, and YFV NS1 by enzyme linked immunosorbent assay (ELISA) and in pairs in paper immunoassays. A strategic arrangement of antibodies immobilized on paper and conjugated to different colored gold NPs was used to distinguish the three biomarkers. Machine learning of test area RGB values showed that with two spots, readout accuracies of 100% and 87% were obtained for both pure NS1 and DENV/YFV mixtures, respectively. Additional image preprocessing allowed differentiation between all four DENV serotypes with 92% accuracy. The technique was extended to hack a commercial DENV test to detect YFV and ZIKV by augmentation with DENV and ZIKV polyclonal antibodies.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Mosquito-borne diseases and control · Biosensors and Analytical Detection · Virology and Viral Diseases
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Engineering, University of Massachusetts Boston, Boston, Massachusetts 02125, United States
Little Devices Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
School for the Environment, University of Massachusetts Boston, Boston, Massachusetts 02125, United States
Funding
University of Massachusetts Boston · Office of Technology and Commercialization Ventures, University of Massachusetts
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