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Review

Nanoscale Imaging of Biological Tissues: Techniques, Challenges and Emerging Frontiers

by
Rohit Kajla
1,
Rebecca Leija-Cardenas
1,
Meghraj Magadi Shivalingaiah
1,
Muhammad Waqas Shabbir
1 and
Zihao Ou
1,2,*
1
Department of Physics, The University of Texas at Dallas, Richardson, TX 75080, USA
2
Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX 75080, USA
*
Author to whom correspondence should be addressed.
Nanomaterials 2025, 15(23), 1752; https://doi.org/10.3390/nano15231752 (registering DOI)
Submission received: 24 October 2025 / Revised: 19 November 2025 / Accepted: 20 November 2025 / Published: 22 November 2025
(This article belongs to the Special Issue Nanomaterials for Biomedical and Environmental Applications)

Abstract

Nanoscale characterization of biological tissues bridges molecular identity with structural, mechanical, and chemical organization, enabling high-resolution insights into intact specimens. This review provides a comprehensive overview of the principal imaging modalities that resolve cellular and subcellular features in biological tissues. Electron microscopy techniques offer ultrastructural details and volumetric reconstructions with sectioning and tomography techniques. Optical nanoscopy approaches such as single-molecule localization microscopy, stimulated emission depletion microscopy, structural illumination microscopy, and expansion microscopy achieve fluorescence-based mapping with tens-of-nanometer precision. Complementary platforms like atomic force microscopy and nanoscale secondary ion mass spectrometry extend nanoscale characterization into mechanical and chemical domains. Artificial intelligence has emerged as a transformative tool for segmentation, image restoration, and volumetric reconstruction, addressing bottlenecks in throughput and interpretability. From practical applications on biological tissues, we evaluate each technique’s strengths, limitations, and potential for clinical applications. The review concludes with a discussion on emerging directions, including live-tissue nanoscopy, correlative light and electron microscopy, and machine-driven high-throughput imaging for further investigation of nanoscale biological structures and functions.
Keywords: nanoscience; biomedical imaging; electron microscopy; super-resolution microscopy; expansion microscopy; atomic force microscopy; mass spectroscopy; artificial intelligence nanoscience; biomedical imaging; electron microscopy; super-resolution microscopy; expansion microscopy; atomic force microscopy; mass spectroscopy; artificial intelligence

Share and Cite

MDPI and ACS Style

Kajla, R.; Leija-Cardenas, R.; Shivalingaiah, M.M.; Shabbir, M.W.; Ou, Z. Nanoscale Imaging of Biological Tissues: Techniques, Challenges and Emerging Frontiers. Nanomaterials 2025, 15, 1752. https://doi.org/10.3390/nano15231752

AMA Style

Kajla R, Leija-Cardenas R, Shivalingaiah MM, Shabbir MW, Ou Z. Nanoscale Imaging of Biological Tissues: Techniques, Challenges and Emerging Frontiers. Nanomaterials. 2025; 15(23):1752. https://doi.org/10.3390/nano15231752

Chicago/Turabian Style

Kajla, Rohit, Rebecca Leija-Cardenas, Meghraj Magadi Shivalingaiah, Muhammad Waqas Shabbir, and Zihao Ou. 2025. "Nanoscale Imaging of Biological Tissues: Techniques, Challenges and Emerging Frontiers" Nanomaterials 15, no. 23: 1752. https://doi.org/10.3390/nano15231752

APA Style

Kajla, R., Leija-Cardenas, R., Shivalingaiah, M. M., Shabbir, M. W., & Ou, Z. (2025). Nanoscale Imaging of Biological Tissues: Techniques, Challenges and Emerging Frontiers. Nanomaterials, 15(23), 1752. https://doi.org/10.3390/nano15231752

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