Core Concepts
The author presents the development of Open-Top Two-Photon Light Sheet Microscopy (OT-TP-LSM) as a non-destructive and high-throughput method for 3D pathology, enabling rapid and accurate visualization of cellular structures in various human cancer specimens.
Abstract
The content introduces the innovative OT-TP-LSM technique for 3D pathology, offering enhanced imaging depths and detailed visualization of cells and extracellular matrix. The study showcases applications in skin, pancreas, and prostate cancer specimens, demonstrating the potential for rapid and precise non-destructive 3D pathology. By utilizing deep learning networks for style transfer to virtual H&E images, OT-TP-LSM provides comparable histopathological information to traditional methods without thin sectioning.
The study highlights the technical setup of OT-TP-LSM, emphasizing its ability to generate an extended depth of field light sheet using a Bessel beam. Detailed imaging results from human skin, pancreatic, and prostatic cancers illustrate the capability of OT-TP-LSM to distinguish between normal tissues and cancerous structures with high contrast. Additionally, the use of CycleGAN for virtual H&E staining showcases the potential for enhancing pathologists' interpretation of OT-TP-LSM images.
Overall, this research demonstrates the promising application of OT-TP-LSM in advancing non-destructive 3D pathology by providing detailed cellular information in various human cancer specimens through innovative imaging techniques and deep learning-based image processing.
Stats
High imaging depths were achieved owing to long excitation wavelengths.
Imaging depth was approximately three times higher than conventional one-photon LSM.
Image resolution was measured to be 0.9 μm in all dimensions.
Imaging throughput was 0.24 mm2/s at an acquisition rate of 400 fps.
Imaging depth in human skin was approximately 90 μm in a tilted image plane.
Quotes
"OT-TP-LSM may have the potential for histopathological examination in surgical and biopsy applications by rapidly providing 3D information." - Author