ArticleScience advances2023
Rapidly determining the 3D structure of proteins by surface-enhanced Raman spectroscopy.
Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 61 citations in OpenAlex.
- Background-Free, Label-Free, and Reproducible SERS via Plasma-Halide-Engineered Gold Nanoparticles.ACS measurement science au · 2026Article
- Photonic biosensors based on nanoparticle superstructures: from data analysis to artificial intelligence (AI) detection.Fundamental research · 2026Review
- From hotspots to hotspaces: Cascaded photonic-plasmonic coupling for SERS-based deep profiling of whole small extracellular vesicles.Science advances · 2026Article
- Quantitative Surface-Enhanced Raman Spectroscopy: Challenges, Strategies, and Prospects.Molecules (Basel, Switzerland) · 2026Review
- SERS Cheminformatics: Opportunities for Data-Driven Discovery and Applications.ACS central science · 2025Review
- Article
- SERS nose arrays based on a signal differentiation approach for TNT gas detection.Communications chemistry · 2025Article
- Heat generation in spatially confined solids through electronic light scattering.Nanophotonics (Berlin, Germany) · 2025Article
- Surface-Enhanced Raman Spectroscopy for Biomedical Applications: Recent Advances and Future Challenges.ACS applied materials & interfaces · 2025Review
- Biophysical and spectroscopical insights into structural modulation of species in the aggregation pathway of superoxide dismutase 1.Communications chemistry · 2025Article
- Plasmonic trimers designed as SERS-active chemical traps for subtyping of lung tumors.Nature communications · 2024Article
- From Bulk to Single Molecules: Surface-Enhanced Raman Scattering of Cytochrome C Using Plasmonic DNA Origami Nanoantennas.Nano letters · 2024Article
- Real-time monitoring of single dendritic cell maturation using deep learning-assisted surface-enhanced Raman spectroscopy.Theranostics · 2024Article
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Authors and funding
21 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite great advances in protein structure analysis, label-free and ultrasensitive methods to obtain the natural and dynamic three-dimensional (3D) structures are still urgently needed. Surface-enhanced Raman spectroscopy (SERS) can be a good candidate, whereas the complexity originated from the interactions between the protein and the gradient surface electric field makes it extremely challenging to determine the protein structure. Here, we propose a deciphering strategy for accurate determination of 3D protein structure from experimental SERS spectra in seconds by simply summing SERS spectra of isolated amino acids in electric fields of different strength with their orientations in protein. The 3D protein structure can be reconstructed by comparing the experimental spectra obtained in a well-defined gap-mode SERS configuration with the simulated spectra. The gradient electric field endows SERS with a unique advantage to section biomolecules with atomic precision, which makes SERS a competent tool for monitoring biomolecular events under physiological conditions.
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