Advanced optical imaging for the rational design of nanomedicines

Ana Ortiz-Perez, Miao Zhang, Laurence W. Fitzpatrick, Cristina Izquierdo-Lozano,Lorenzo Albertazzi

ADVANCED DRUG DELIVERY REVIEWS(2024)

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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.
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关键词
Super -resolution,High -content,Correlative imaging,Machine learning,Multi-parametric,Multiplexing,Nanomedicine,Safe -by -design
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