高光谱成像
化学
光热治疗
胶体金
化学成像
表征(材料科学)
显微镜
纳米技术
反射率
理论(学习稳定性)
生物系统
光谱成像
光谱分析
光谱特征
光谱特性
体积热力学
纳米颗粒
化学稳定性
作者
Lakhvir Singh,Ngoc Nhu Vu,Elizabeth A. Bullard,Erin M. Stout,Samuel Mabbott,Alex J. Walsh
标识
DOI:10.1021/acs.analchem.6c03010
摘要
Gold nanoparticles (AuNPs) are widely applied in nanomedicine, cellular and tissue biology, nanoscopy, photothermal therapy, and a range of diagnostic and clinical technologies. Among them, gold nanostars (AuNSs) have emerged as particularly promising due to their highly tunable optical and chemical properties. However, like other nanostructures, the stability of AuNSs remains a key challenge, especially within complex cellular microenvironments. Here, wide-field hyperspectral microscopy is evaluated for the real-time characterization of the morphology-dependent stability of AuNS formulations in immune-cell microenvironments. A computationally efficient image processing pipeline extracts statistical features from reflectance images, enabling the real-time analysis of hyperspectral data. UMAP-based visualization of spectral data revealed distinct, time- and formulation-dependent spectral shifts, with smaller seed volume formulations (larger overall diameter) for AuNSs exhibiting rapid destabilization and aggregation in THP-1 cells. In contrast, larger seed volume formulations (smaller overall diameter) for AuNS demonstrated enhanced colloidal stability and spectral uniformity. Compared to conventional ensemble measurements, hyperspectral reflectance measurements provided a rapid and resource-efficient approach that enabled macroscale imaging while retaining the spectral detail necessary to resolve AuNS transformations. Overall, the hyperspectral microscopy techniques presented here provide a label-free, high-throughput platform for evaluating AuNS stability and biocompatibility, with strong potential to guide the rational design of AuNSs for immunotherapeutic and diagnostic applications.
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