Open Access
29 February 2024 Perspectives on label-free microscopy of heterogeneous and dynamic biological systems
Dan L. Pham, Amani A. Gillette, Jeremiah Riendeau, Kasia Wiech, Emmanuel Contreras Guzman, Rupsa Datta, Melissa C. Skala
Author Affiliations +
Abstract

Significance

Advancements in label-free microscopy could provide real-time, non-invasive imaging with unique sources of contrast and automated standardized analysis to characterize heterogeneous and dynamic biological processes. These tools would overcome challenges with widely used methods that are destructive (e.g., histology, flow cytometry) or lack cellular resolution (e.g., plate-based assays, whole animal bioluminescence imaging).

Aim

This perspective aims to (1) justify the need for label-free microscopy to track heterogeneous cellular functions over time and space within unperturbed systems and (2) recommend improvements regarding instrumentation, image analysis, and image interpretation to address these needs.

Approach

Three key research areas (cancer research, autoimmune disease, and tissue and cell engineering) are considered to support the need for label-free microscopy to characterize heterogeneity and dynamics within biological systems. Based on the strengths (e.g., multiple sources of molecular contrast, non-invasive monitoring) and weaknesses (e.g., imaging depth, image interpretation) of several label-free microscopy modalities, improvements for future imaging systems are recommended.

Conclusion

Improvements in instrumentation including strategies that increase resolution and imaging speed, standardization and centralization of image analysis tools, and robust data validation and interpretation will expand the applications of label-free microscopy to study heterogeneous and dynamic biological systems.

CC BY: © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
Dan L. Pham, Amani A. Gillette, Jeremiah Riendeau, Kasia Wiech, Emmanuel Contreras Guzman, Rupsa Datta, and Melissa C. Skala "Perspectives on label-free microscopy of heterogeneous and dynamic biological systems," Journal of Biomedical Optics 29(S2), S22702 (29 February 2024). https://doi.org/10.1117/1.JBO.29.S2.S22702
Received: 20 September 2023; Accepted: 14 December 2023; Published: 29 February 2024
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KEYWORDS
Microscopy

Tissues

Diseases and disorders

Image analysis

Imaging systems

Cancer

Raman spectroscopy

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