ArticleResearch square2025
Depth-Variant Deconvolution Applied to Widefield Microscopy for Rapid Large-Volume Tissue Imaging.
Article in Research square, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Innovations in 3D tissue imaging have revolutionized research, but limitations stemming from lengthy protocols and equipment accessibility persist. Classical widefield microscopy is fast and accessible but often excluded from 3D imaging workflows due to its lack of optical sectioning. Here we combine tissue clearing with a depth-variant deconvolution approach customized for large-volume widefield imaging to achieve subnuclear axial resolution in tissues to a depth of 500 μm. We illustrate the utility of this method in a mouse model of ileitis and to gain a 3D perspective in thick brain slices from a mouse model of cerebral amyloid angiopathy, where we resolved large and small blood vessels, including those with amyloid deposits, attaining resolution that compared favorably to tile-scanning confocal microscopy. Finally, we sought to leverage our approach to allow for richer pathological evaluation of human kidney biopsies. Our approach produced hundreds of consecutive z-planes in five minutes of imaging for 3D visualization of winding arterioles feeding into glomeruli. This 3D perspective afforded straightforward identification of atrophic tubes in fresh kidney biopsies prepared in 2 hours to simulate the time-constrained evaluation of donor kidneys for transplant suitability. Having achieved subnuclear z-resolution in sections hundreds of microns thick, widefield microscopy coupled to robust deconvolution now emerges as an accessible and viable method to gain 3D insight in research or clinical pathological evaluations.
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