在SERS的进步:革命性的生物医学分析和应用
Panangattukara Prabhakaran Praveen Kumar1, Shivanjali Saxena2,3, Rakesh Joshi3
1Department of Biomedical Engineering, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI 48824, USA.
Nanotheranostics
|September 17, 2025
概括
表面增强拉曼散射 (SERS) 提供了超敏感生物分析. 纳米和微型制造的SERS传感器的进步,加上人工智能,增强了用于诊断和个性化医学的分子检测.
科学领域:
- 纳米技术和光谱学
- 生物医学工程 生物医学工程
- 分析化学 分析化学
背景情况:
- 表面增强拉曼散射 (SERS) 为生物分析提供了超敏感的分子检测.
- 在SERS中分析信号强度取决于等离子材料表面粗度和纳米间隙架构.
- 纳米粒子和分析物之间的优化纳米间隙 (0.51.0 nm) 允许单分子检测.
研究的目的:
- 审查纳米和微型制造的SERS传感器在生物分子检测方面的创新.
- 突出SERS生物分析的设计,制造和功能化策略.
- 探索人工智能 (AI) 在基于SERS的诊断中的作用.
主要方法:
- 审查最近在SERS传感器设计和制造方面的进展.
- 对功能化策略进行分析,以加强生物分子检测.
- 检查在SERS光谱处理和模式识别中的AI应用.
主要成果:
- 纳米和微型制造技术显著提高了生物医学应用中的SERS基材效率.
- 优化纳米间隙工程对于实现高拉曼增强和单分子灵敏度至关重要.
- 人工智能集成显示了先进的光谱分析和诊断模型开发的前景.
结论:
- 通过纳米和微型制造实现的先进SERS传感器正在彻底改变生物分析.
- 人工智能对于优化SERS数据处理和诊断能力变得越来越重要.
- 塞尔斯和人工智能的协同作用为护理点诊断和个性化医疗铺平了道路.
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