Advanced optical imaging for the rational design of nanomedicines

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

Research output: Contribution to journalReview articlepeer-review

11 Citations (Scopus)
107 Downloads (Pure)

Abstract

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.

Original languageEnglish
Article number115138
Number of pages19
JournalAdvanced Drug Delivery Reviews
Volume204
DOIs
Publication statusPublished - Jan 2024

Funding

This research was supported by the Netherlands Organization for Scientific Research (NWO VIDI Grant 192.028) and the MSCA actions (grant agreement 101068746). A. Ortiz-Perez would like to thank Dr Roy van der Meel for sharing his perspective on the impact of super resolution techniques on nanomedicine development; and D. van Tilborg and M. Tholen for the proof-read of the manuscript and their valuable feedback. Images were made in biorender.com, under academic license. This research was supported by the Netherlands Organization for Scientific Research (NWO VIDI Grant 192.028) and the MSCA actions (grant agreement 101068746).

FundersFunder number
Marie Skłodowska‐Curie101068746
Nederlandse Organisatie voor Wetenschappelijk Onderzoek192.028

    Keywords

    • Correlative imaging
    • High-content
    • Machine learning
    • Multi-parametric
    • Multiplexing
    • Nanomedicine
    • Safe-by-design
    • Super-resolution

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