College of Physical Science and Technology, Xinjiang University, Urumqi 830046, China.
College of Software, Xinjiang University, Urumqi 830046, China.
Spectrochim Acta A Mol Biomol Spectrosc. 2023 Dec 15;303:123226. doi: 10.1016/j.saa.2023.123226. Epub 2023 Aug 2.
AgO-Ag-PSi (porous silicon) surface-enhanced Raman scattering (SERS) chip was successfully synthesized by electrochemical corrosion, in situ reduction and heat treatment technology. The influence of different heat treatment temperature on SERS performance of the chip is studied. The results show that the chip treated at 300 °C has the best SERS performance. The chip was composed of AgO-Ag nano core shell with a diameter of 40-60 nm and porous silicon substrate. Then, the optimized chip was used to perform SERS test on serum samples from 30 healthy volunteers and 30 early breast cancer patients, and the baseline was corrected by LabSpec6 software. Finally, the data were analyzed by principal component analysis combined with t-distributed Stochastic Neighbor Embedding (PCA-t-SNE). The results showed that the accuracy of the improved substrate combined with multivariate statistical method was 98%. The shelf life of the chips exceeded six months due to the presence of the AgO shell. This study provides a basis for developing a low-cost rapid and sensitive early screening technology for breast cancer.
AgO-Ag-PSi(多孔硅)表面增强拉曼散射(SERS)芯片通过电化学腐蚀、原位还原和热处理技术成功合成。研究了不同热处理温度对芯片 SERS 性能的影响。结果表明,在 300°C 下处理的芯片具有最佳的 SERS 性能。该芯片由直径为 40-60nm 的 AgO-Ag 纳米核壳和多孔硅衬底组成。然后,使用优化后的芯片对 30 名健康志愿者和 30 名早期乳腺癌患者的血清样本进行 SERS 测试,并使用 LabSpec6 软件校正基线。最后,通过主成分分析结合 t-分布随机邻嵌入(PCA-t-SNE)对数据进行分析。结果表明,改进基底结合多元统计方法的准确率为 98%。由于存在 AgO 壳,芯片的保质期超过六个月。这项研究为开发低成本、快速、灵敏的乳腺癌早期筛查技术提供了依据。