3D on-chip microscopy of optically cleared tissue

Traditional pathology relies on tissue biopsy, micro-sectioning, immunohistochemistry and microscopic imaging, which are relatively expensive and labor-intensive, and therefore are less accessible in resource-limited areas. Low-cost tissue clearing techniques, such as the simplified CLARITY method (SCM), are promising to potentially reduce the cost of disease diagnosis by providing 3D imaging and phenotyping of thicker tissue samples with simpler preparation steps. However, the mainstream imaging approach for cleared tissue, fluorescence microscopy, suffers from high-cost, photobleaching and signal fading. As an alternative approach to fluorescence, here we demonstrate 3D imaging of SCMcleared tissue using on-chip holography, which is based on pixel-super-resolution and multi-height phase recovery algorithms to digitally compute the sample’s amplitude and phase images at various z-slices/depths through the sample. The tissue clearing procedures and the lens-free imaging system were jointly optimized to find the best illumination wavelength, tissue thickness, staining solution pH, and the number of hologram heights to maximize the imaged tissue volume, minimize the amount of acquired data, while maintaining a high contrast-to-noise ratio for the imaged cells. After this optimization, we achieved 3D imaging of a 200-μm thick cleared mouse brain tissue over a field-of-view of <20mm2 , and the resulting 3D z-stack agrees well with the images acquired with a scanning lens-based microscope (20× 0.75NA). Moreover, the lens-free microscope achieves an order-of-magnitude better data efficiency compared to its lens-based counterparts for volumetric imaging of samples. The presented low-cost and high-throughput lens-free tissue imaging technique enabled by CLARITY can be used in various biomedical applications in low-resource-settings.

[1]  Rajan P Kulkarni,et al.  Single-Cell Phenotyping within Transparent Intact Tissue through Whole-Body Clearing , 2014, Cell.

[2]  Yibo Zhang,et al.  Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction , 2016, Scientific Reports.

[3]  T. Meckel,et al.  A Model based Survey of Colour Deconvolution in Diagnostic Brightfield Microscopy: Error Estimation and Spectral Consideration , 2015, Scientific Reports.

[4]  Richard Torres,et al.  Multiphoton microscopy with clearing for three dimensional histology of kidney biopsies. , 2016, Biomedical optics express.

[5]  Aydogan Ozcan,et al.  High-throughput lensfree 3D tracking of human sperms reveals rare statistics of helical trajectories , 2012, Proceedings of the National Academy of Sciences.

[6]  Roland A. Terborg,et al.  Ultrasensitive interferometric on-chip microscopy of transparent objects , 2016, Science Advances.

[7]  Wei Luo,et al.  Propagation phasor approach for holographic image reconstruction , 2016, Scientific Reports.

[8]  A. Ozcan,et al.  Lensfree on-chip microscopy over a wide field-of-view using pixel super-resolution , 2010, Optics express.

[9]  Demetri Psaltis,et al.  Three-dimensional harmonic holographic microcopy using nanoparticles as probes for cell imaging. , 2009, Optics express.

[10]  Aydogan Ozcan,et al.  Field-Portable Pixel Super-Resolution Colour Microscope , 2013, PloS one.

[11]  Yibo Zhang,et al.  Sparsity-based multi-height phase recovery in holographic microscopy , 2016, Scientific Reports.

[12]  Aydogan Ozcan,et al.  Unconventional methods of imaging: computational microscopy and compact implementations , 2016, Reports on progress in physics. Physical Society.

[13]  K. Deisseroth,et al.  Advanced CLARITY for rapid and high-resolution imaging of intact tissues , 2014, Nature Protocols.

[14]  Michael Dobosz,et al.  Deep tissue imaging: a review from a preclinical cancer research perspective , 2016, Histochemistry and Cell Biology.

[15]  Yibo Zhang,et al.  Wide-field pathology imaging using on-chip microscopy , 2015, Virchows Archiv.

[16]  Derek Tseng,et al.  Lensfree microscopy on a cellphone. , 2010, Lab on a chip.

[17]  Yibo Zhang,et al.  Computational out-of-focus imaging increases the space–bandwidth product in lens-based coherent microscopy , 2016 .

[18]  Aydogan Ozcan,et al.  Lensless Imaging and Sensing. , 2016, Annual review of biomedical engineering.

[19]  A. Ozcan,et al.  Synthetic aperture-based on-chip microscopy , 2015, Light: Science & Applications.

[20]  M. Wong-Riley Endogenous peroxidatic activity in brain stem neurons as demonstrated by their staining with diaminobenzidine in normal squirrel monkeys , 1976, Brain Research.

[21]  Derek K. Tseng,et al.  Compact and light-weight automated semen analysis platform using lensfree on-chip microscopy. , 2010, Analytical chemistry.

[22]  K. Deisseroth,et al.  CLARITY for mapping the nervous system , 2013, Nature Methods.

[23]  Aydogan Ozcan,et al.  Increased space-bandwidth product in pixel super-resolved lensfree on-chip microscopy , 2013, Scientific Reports.

[24]  Rajan P Kulkarni,et al.  3D imaging of optically cleared tissue using a simplified CLARITY method and on-chip microscopy , 2017, Science Advances.

[25]  Aydogan Ozcan,et al.  Field-portable wide-field microscopy of dense samples using multi-height pixel super-resolution based lensfree imaging. , 2012, Lab on a chip.

[26]  L. Rudin,et al.  Nonlinear total variation based noise removal algorithms , 1992 .

[27]  Yibo Zhang,et al.  Phase recovery and holographic image reconstruction using deep learning in neural networks , 2017, Light: Science & Applications.

[28]  Yichen Ding,et al.  Simplified three-dimensional tissue clearing and incorporation of colorimetric phenotyping , 2016, Scientific Reports.

[29]  Yibo Zhang,et al.  Demosaiced pixel super-resolution for multiplexed holographic color imaging , 2016, Scientific Reports.

[30]  Bahram Javidi,et al.  3-D Visualization and Identification of Biological Microorganisms Using Partially Temporal Incoherent Light In-Line Computational Holographic Imaging , 2008, IEEE Transactions on Medical Imaging.

[31]  ANTONIN CHAMBOLLE,et al.  An Algorithm for Total Variation Minimization and Applications , 2004, Journal of Mathematical Imaging and Vision.

[32]  A. Ozcan,et al.  Holographic pixel super-resolution in portable lensless on-chip microscopy using a fiber-optic array. , 2011, Lab on a chip.

[33]  Thomas J. Bollyky,et al.  The Emerging Global Health Crisis: Noncommunicable Diseases in Low- and Middle-Income Countries , 2014 .

[34]  R. Cote,et al.  Antigen retrieval immunohistochemistry under the influence of pH using monoclonal antibodies. , 1995, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[35]  A. Mack,et al.  Large-scale tissue clearing (PACT): Technical evaluation and new perspectives in immunofluorescence, histology, and ultrastructure , 2016, Scientific Reports.

[36]  Aydogan Ozcan,et al.  Lensless digital holographic microscopy and its applications in biomedicine and environmental monitoring. , 2017, Methods.

[37]  Aydogan Ozcan,et al.  Imaging without lenses: achievements and remaining challenges of wide-field on-chip microscopy , 2012, Nature Methods.

[38]  Derek Tseng,et al.  Compact, light-weight and cost-effective microscope based on lensless incoherent holography for telemedicine applications. , 2010, Lab on a chip.

[39]  A. Ozcan,et al.  Maskless imaging of dense samples using pixel super-resolution based multi-height lensfree on-chip microscopy , 2012, Optics Express.

[40]  Aydogan Ozcan,et al.  Wide-field imaging of birefringent synovial fluid crystals using lens-free polarized microscopy for gout diagnosis , 2016, Scientific Reports.

[41]  Yibo Zhang,et al.  Wide-field computational imaging of pathology slides using lens-free on-chip microscopy , 2014, Science Translational Medicine.