Label‐Free SERS Analysis of Biological and Physical Information Heterogeneity of Nanoscale Extracellular Vesicle by Matching Specific Sizes of Enhanced Particles
Source abstract
Abstract
Abstract The heterogeneity of extracellular vesicles (EVs) surface information represents different functions, which is neglected in previous studies. In this study, a label‐free SERS analysis approach is demonstrated to study fundamental EV biological and physical information heterogeneity by matching specific sizes of nano‐enhanced particles. This strategy reveals informative, comprehensive, and high‐quality SERS spectra of the overall exosome surface, and effectively circumvents the key information loss caused by the spatial resistance of NPs binding to the 293 exosomes' concave structure. The classification of normal and cancerous cell‐derived exosomes by PCA method, the accuracy is improved from 91.2% to 95.1% by optimizing sizes of nano‐enhanced particles. In addition, stem cell‐derived EVs of diverse sizes and morphologies similarly show acuity of spectrum variation to NPs size, which is conductive to qualitative studies. This new strategy will offer a widened in‐depth understanding of the surface information, size, and morphology of EVs, which can be applied to the study of biological functions.
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Research context
OpenAlex topics: Extracellular vesicles in disease · Gold and Silver Nanoparticles Synthesis and Applications · Machine Learning and ELM
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Key Laboratory of Biomedical Information Engineering of Ministry of Education School of Life Science and Technology Xi'an Jiaotong University Xi'an Shaanxi 710049 China
Department of Cell Biology and Genetics School of Basic Medical Sciences Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
Funding
National Natural Science Foundation of China · Fundamental Research Funds for the Central Universities
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