Rapid classification of SARS-CoV-2 variant strains using machine learning-based label-free SERS strategy DOI

Jingwang Qin,

Xiangdong Tian, Siying Liu

et al.

Talanta, Journal Year: 2023, Volume and Issue: 267, P. 125080 - 125080

Published: Aug. 17, 2023

Language: Английский

Advancement in COVID‐19 detection using nanomaterial‐based biosensors DOI Creative Commons

Phuoc Loc Truong,

Yiming Yin, Daeho Lee

et al.

Exploration, Journal Year: 2023, Volume and Issue: 3(1)

Published: Jan. 7, 2023

Coronavirus disease 2019 (COVID-19) pandemic has exemplified how viral growth and transmission are a significant threat to global biosecurity. The early detection treatment of infections is the top priority prevent fresh waves control pandemic. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) been identified through several conventional molecular methodologies that time-consuming require high-skill labor, apparatus, biochemical reagents but have low accuracy. These bottlenecks hamper methods from resolving COVID-19 emergency. However, interdisciplinary advances in nanomaterials biotechnology, such as nanomaterials-based biosensors, opened new avenues for rapid ultrasensitive pathogens field healthcare. Many updated namely electrochemical, field-effect transistor, plasmonic, colorimetric employ nucleic acid antigen-antibody interactions SARS-CoV-2 highly efficient, reliable, sensitive, manner. This systematic review summarizes mechanisms characteristics biosensors detection. Moreover, continuing challenges emerging trends biosensor development also discussed.

Language: Английский

Citations

51

SERS‐Based Biosensors Combined with Machine Learning for Medical Application** DOI Creative Commons

Yan Ding,

Yang Sun, Cheng Liu

et al.

ChemistryOpen, Journal Year: 2023, Volume and Issue: 12(1)

Published: Jan. 1, 2023

Surface-enhanced Raman spectroscopy (SERS) has shown strength in non-invasive, rapid, trace analysis and been used many fields medicine. Machine learning (ML) is an algorithm that can imitate human styles structure existing content with the knowledge to effectively improve efficiency. Integrating SERS ML have a promising future medical field. In this review, we summarize applications of combined recent years, such as recognition biological molecules, rapid diagnosis diseases, developing new immunoassay techniques, enhancing capabilities semi-quantitative measurements. Ultimately, possible opportunities challenges combining are addressed.

Language: Английский

Citations

47

Rapid field determination of SARS-CoV-2 by a colorimetric and fluorescent dual-functional lateral flow immunoassay biosensor DOI Open Access
Han Han, Chongwen Wang, Xingsheng Yang

et al.

Sensors and Actuators B Chemical, Journal Year: 2021, Volume and Issue: 351, P. 130897 - 130897

Published: Oct. 12, 2021

Language: Английский

Citations

84

Rapid and Accurate On-Site Immunodiagnostics of Highly Contagious Severe Acute Respiratory Syndrome Coronavirus 2 Using Portable Surface-Enhanced Raman Scattering-Lateral Flow Assay Reader DOI

Younju Joung,

Kihyun Kim, Seung‐Woo Lee

et al.

ACS Sensors, Journal Year: 2022, Volume and Issue: 7(11), P. 3470 - 3480

Published: Nov. 14, 2022

In early 2022, the number of people infected with highly contagious mutant severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), called Omicron, was increasing worldwide. Therefore, several countries approved lateral flow assay (LFA) strip as a diagnostic method for confirming SARS-CoV-2 instead reverse transcription-polymerase chain reaction (RT-PCR), which takes long time to generate results. However, owing limitation detection sensitivity, commercial LFA strips have high false-negative diagnosis rates patients low virus concentrations. in this study, we developed portable surface-enhanced Raman scattering (SERS)-LFA reader based on localized surface plasmon effects solve sensitivity problem strip. We tested 54 clinical samples using SERS-LFA reader, generated 49 positive and 5 negative Out results, classified only false negative, while 21 negative. This confirmed that rate had significantly improved compared strips. believe proposed system can be utilized point-of-care quickly accurately determine infection could spread within short period.

Language: Английский

Citations

56

High-sensitivity and point-of-care detection of SARS-CoV-2 from nasal and throat swabs by magnetic SERS biosensor DOI
Yanyan Li, Chenglong Lin, Yusi Peng

et al.

Sensors and Actuators B Chemical, Journal Year: 2022, Volume and Issue: 365, P. 131974 - 131974

Published: April 28, 2022

Language: Английский

Citations

50

DNA walker-powered ratiometric SERS cytosensor of circulating tumor cells with single-cell sensitivity DOI

Jingrong Xiong,

Dong Chen, Jingjing Zhang

et al.

Biosensors and Bioelectronics, Journal Year: 2022, Volume and Issue: 213, P. 114442 - 114442

Published: May 31, 2022

Language: Английский

Citations

45

Highly Sensitive Flexible SERS-Based Sensing Platform for Detection of COVID-19 DOI Creative Commons
Seyyed Mojtaba Mousavi, Seyyed Alireza Hashemi, Vahid Rahmanian

et al.

Biosensors, Journal Year: 2022, Volume and Issue: 12(7), P. 466 - 466

Published: June 28, 2022

COVID-19 continues to spread and has been declared a global emergency. Individuals with current or past infection should be identified as soon possible prevent the of disease. Surface-enhanced Raman spectroscopy (SERS) is an analytical technique that potential used detect viruses at site therapy. In this context, SERS exciting because it provides fingerprint for any material. It many virus subtypes, including Deltacron Omicron, novel coronavirus. Moreover, flexible substrates, due their unique advantages sensitivity flexibility, have recently attracted growing research interest in real-world applications such medicine. Reviewing latest SERS-substrate developments crucial further development quality detection platforms. This article discusses ultra-responsive methods by substrate. Multiplex assays combine biomarkers and/or secondary diseases triggered are critical, according study. addition, we discuss how SERS-substrate-based ultrasensitive could transform disease diagnosis, control, surveillance future. study believed help researchers design manufacture substrates higher performance lower cost, ultimately better understand practical applications.

Language: Английский

Citations

45

Highly sensitive and selective surface plasmon resonance biosensor for the detection of SARS-CoV-2 spike S1 protein DOI
Qiong Wu, Wu Wen, Fangfang Chen

et al.

The Analyst, Journal Year: 2022, Volume and Issue: 147(12), P. 2809 - 2818

Published: Jan. 1, 2022

The reality that the coronavirus disease 2019 (COVID-19) is still raging around world and making a comeback with strong presence has highlighted need for rapid sensitive quantitative detection methods of viral RNA, antibody antigen widespread tracking screening applications. Surface plasmon resonance (SPR) technology achieved development become standard measurement method in fields biosensing, biomedicine, biochemistry biopharmaceuticals due to its advantages high sensitivity, fast response no labelling. Here, we report sandwiched structure-based SPR biosensor detecting specific antigen, severe acute respiratory syndrome 2 (SARS-CoV-2) spike S1 protein. sensor combines Ti3C2-MXene nanosheet modified sensing platform polydopamine (PDA)-Ag nanoparticle (AgNP)/anti-SARS-CoV-2 protein nanoconjugate signal enhancers, exhibiting wide linear range 0.0001 1000 ng mL-1 low limit 12 fg (S/N = 3). In analysis artificial saliva human serum samples, proposed exhibits good reproducibility specificity, which indicates potential application complex bodily fluids. exploitation MXene-based biochip recognizing SARS-CoV-2 provides an accessible way COVID-19 diagnosis, promotes 2D nanomaterial-based chips clinical diagnosis screening. Significantly, possesses general applicability can be reprogrammed detect any if corresponding nanobody available.

Language: Английский

Citations

43

Advances in CRISPR-based SERS detection of food contaminants: A review DOI Creative Commons
Mehdi Hajikhani, Yi Zhang, Xue Gao

et al.

Trends in Food Science & Technology, Journal Year: 2023, Volume and Issue: 138, P. 615 - 627

Published: July 3, 2023

Language: Английский

Citations

38

Raman spectroscopy for viral diagnostics DOI Creative Commons
Jijo Lukose,

Ajaya Kumar Barik,

N Mithun

et al.

Biophysical Reviews, Journal Year: 2023, Volume and Issue: 15(2), P. 199 - 221

Published: April 1, 2023

Abstract Raman spectroscopy offers the potential for fingerprinting biological molecules at ultra-low concentration and therefore has detection of viruses. Here we review various techniques employed investigation Different are discussed including conventional spectroscopy, surface-enhanced tweezer, tip-enhanced Spectroscopy, coherent anti-Stokes scattering. Surface-enhanced scattering can play an essential role in viral by multiplexing nanotechnology, microfluidics, machine learning ensuring spectral reproducibility efficient workflow sample processing detection. The application these to diagnose SARS-CoV-2 virus is also reviewed. Graphical abstract

Language: Английский

Citations

29