Advanced optical imaging for the rational design of nanomedicines

被引:7
|
作者
Ortiz-Perez, Ana [1 ]
Zhang, Miao [1 ]
Fitzpatrick, Laurence W. [1 ]
Izquierdo-Lozano, Cristina [1 ]
Albertazzi, Lorenzo [1 ]
机构
[1] Eindhoven Univ Technol, Inst Complex Mol Syst, Dept Biomed Engn, Eindhoven, Netherlands
关键词
Super; -resolution; High; -content; Correlative imaging; Machine learning; Multi-parametric; Multiplexing; Nanomedicine; Safe; -by; -design; ARTIFICIAL NEURAL-NETWORKS; SUPERRESOLUTION MICROSCOPY; LOCALIZATION MICROSCOPY; LIPID NANOPARTICLES; ENDOSOMAL ESCAPE; DRUG-DELIVERY; HETEROGENEITY; NANOMATERIALS; OPTIMIZATION; BINDING;
D O I
10.1016/j.addr.2023.115138
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Despite the enormous potential of nanomedicines to shape the future of medicine, their clinical translation remains suboptimal. Translational challenges are present in every step of the development pipeline, from a lack of understanding of patient heterogeneity to insufficient insights on nanoparticle properties and their impact on material-cell interactions. Here, we discuss how the adoption of advanced optical microscopy techniques, such as super-resolution optical microscopies, correlative techniques, and high-content modalities, could aid the rational design of nanocarriers, by characterizing the cell, the nanomaterial, and their interaction with unprecedented spatial and/or temporal detail. In this nanomedicine arena, we will discuss how the implementation of these techniques, with their versatility and specificity, can yield high volumes of multi-parametric data; and how machine learning can aid the rapid advances in microscopy: from image acquisition to data interpretation.
引用
收藏
页数:19
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