EventsThe 4th International Electronic Conference on Biosensors
Published
This submission belongs to the session I. Optical and Photonic Biosensors of the event The 4th International Electronic Conference on Biosensors
Published date
28 May, 2024
Academic Editor
author-avatarJun-Jie Zhu
Citation
Sheng-Yuan Deng, Yaqi Huang, Yunpeng Zhang, Wei Liu, Yin Wan, Tiantian Man, Xianli Gong, Jinwei Du, Ultrasensitive Lateral-Flow Immunoassay Based on Magnetically Modulated Fluorescent Nanodiamonds and Machine Learning Enhancement, in Proceedings of The 4th International Electronic Conference on Biosensors, 20 May–22 May 2024, MDPI: Basel, Switzerland
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Ultrasensitive Lateral-Flow Immunoassay Based on Magnetically Modulated Fluorescent Nanodiamonds and Machine Learning Enhancement

Wei Liu 1
Yunpeng Zhang 1
Jinwei Du 2
Xianli Gong 2
Tiantian Man 1
1. School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China, China
2. School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, China, China
Abstract

Fluorescent nanodiamonds (FNDs) now underlie cutting-edge quantum precision measurements, owing to the rigorous spin qubit out of their negative-charged nitrogen vacancies (NV) that are manipulable and scalable at ambient conditions (the DiVincenzo criteria). Though the FND-based ODMR (optically detected magnetic resonance) technique has already achieved an ultimate sensitivity down to the subcellular organelle or even monomolecular levels, confocal microimaging as a benchmarked setup must cohere microwaves with the Zeeman-split ±1 states (3E in spectral terms) of a rare single particle in a programmed pulse sequence. It is not easy to integrate such intricate instrumentation into some transportable benchtop devices, and then adapt these devices for point-of-care testing (POCT) scenarios in dire needs, for instance, a PCR-free dipstick reader that can be used for inspection during the COVID-19 pandemic in a resource-limited community.

The individual quantized eigenvectors of multiple NV spins in an FND ensemble can actually be modulated in unison once subjected to a strong alternating magnetic field (≥50 mT in our case), which would provide not only a nanofabricated chip-set for microwave coherence, but also the lens group for feeble signal amplification. By surface chemistry, biotinylated FNDs of a uniform size (~10 nm) were tagged with the model SARS-CoV-2 N-protein antibodies as a probe upon the Conjugate Pad of a lateral flow test strip. Following the standard LFA protocol, well-dispersed FNDs mounted on the T line, where their blinking photoluminescence emissions (λem = 632 nm, excited at 543 nm) were routed out via an optical fiber, were recorded and further processed with machine learning quantum computation for lock-in enhancement of timelapse captures in a swift and streamlined fashion.

Keywords
Quantum biosensing
Fluorescent nanodiamonds
Magnetically modulation
Lateral-flow immunoassay
Machine learning enhancement
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