Dual-mode emission and transmission microscopy for virtual histochemistry using hematoxylin- and eosin-stained tissue sections.

In the clinical practice of pathology, trichrome stains are commonly used to highlight collagen and to help evaluate fibrosis. Such stains do delineate collagen deposits but are not molecularly specific and can suffer from staining inconsistencies. Moreover, performing histochemical stain evaluation requires the preparation of additional sections beyond the original hematoxylin- and eosin-stained slides, as well as additional staining steps, which together add cost, time, and workflow complications. We have developed a new microscopy approach, termed DUET (DUal-mode Emission and Transmission) that can be used to extract signals that would typically require special stains or advanced optical methods. Our preliminary analysis demonstrates the potential of using the resulting signals to generate virtual histochemical images that resemble trichrome-stained slides and can support clinical evaluation. We demonstrate advantages of this approach over images acquired from conventional trichrome-stained slides and compare them with images created using second harmonic generation microscopy.

[1]  D. J. Goldstein The fluorescence of elastic fibres stained with Eosin and excited by visible light , 1969, The Histochemical Journal.

[2]  A. Rokas,et al.  Collagen IV and basement membrane at the evolutionary dawn of metazoan tissues , 2017, eLife.

[3]  A. Ozcan,et al.  Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning , 2018, Nature Biomedical Engineering.

[4]  M. Yamauchi,et al.  The fibrotic tumor stroma. , 2018, The Journal of clinical investigation.

[5]  Dan Fu,et al.  Reliable cell segmentation based on spectral phasor analysis of hyperspectral stimulated Raman scattering imaging data. , 2014, Analytical chemistry.

[6]  Alton B Farris,et al.  Morphometric and visual evaluation of fibrosis in renal biopsies. , 2011, Journal of the American Society of Nephrology : JASN.

[7]  José Vassallo,et al.  Collagen analysis by second-harmonic generation microscopy predicts outcome of luminal breast cancer , 2018, Tumour biology : the journal of the International Society for Oncodevelopmental Biology and Medicine.

[8]  J. Jakubovský,et al.  Fluorescence of hematoxylin and eosin-stained histological sections of the human spleen. , 2002, Acta histochemica.

[9]  Yukako Yagi,et al.  Localization of Eosinophilic Esophagitis from H&E stained images using multispectral imaging , 2011, Diagnostic pathology.

[10]  H. F. Carvalho,et al.  Fluorescence and confocal laser scanning microscopy imaging of elastic fibers in hematoxylin-eosin stained sections , 1996, Histochemistry and Cell Biology.

[11]  Valerie M. Weaver,et al.  The extracellular matrix at a glance , 2010, Journal of Cell Science.

[12]  Nikos A. Vlassis,et al.  The global k-means clustering algorithm , 2003, Pattern Recognit..

[13]  Chit Yaw Fu,et al.  Quantitative diagnosis of cervical neoplasia using fluorescence lifetime imaging on haematoxylin and eosin stained tissue sections , 2014, Journal of biophotonics.

[14]  Farzad Fereidouni,et al.  Multispectral analysis tools can increase utility of RGB color images in histology , 2018, Journal of optics.

[15]  Sören-Oliver Deininger,et al.  MALDI imaging combined with hierarchical clustering as a new tool for the interpretation of complex human cancers. , 2008, Journal of proteome research.

[16]  Joachim Denzler,et al.  Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study , 2018, Head & neck.

[17]  K. Eliceiri,et al.  Comparison of Picrosirius Red Staining With Second Harmonic Generation Imaging for the Quantification of Clinically Relevant Collagen Fiber Features in Histopathology Samples , 2016, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[18]  Kevin W. Eliceiri,et al.  Highly aligned stromal collagen is a negative prognostic factor following pancreatic ductal adenocarcinoma resection , 2016, Oncotarget.

[19]  J. Myles,et al.  Demonstration of Immune Complex Deposits Using Fluorescence Microscopy of Hematoxylin and Eosin–Stained Sections of Hollande's Fixed Renal Biopsies , 2002, Modern Pathology.

[20]  R. Lillie,et al.  HISTOCHEMICAL ACYLATION OF HYDROXYL AND AMINO GROUPS. EFFECT ON THE PERIODIC ACID SCHIFF REACTION, ANIONIC AND CATIONIC DYE AND VAN GIESON COLLAGEN STAINS , 1964, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[21]  Frank J Vergeldt,et al.  Multi-component quantitative magnetic resonance imaging by phasor representation , 2017, Scientific Reports.

[22]  R. Kloner,et al.  Quantitative assessment of myocardial collagen with picrosirius red staining and circularly polarized light , 1994, Basic Research in Cardiology.

[23]  B. Wilson,et al.  Characterization of Pancreatic Cancer Tissue Using Multiphoton Excitation Fluorescence and Polarization-Sensitive Harmonic Generation Microscopy , 2019, Front. Oncol..

[24]  Shaoxiong Liu,et al.  Enhanced Visualization of Hematoxylin and Eosin Stained Pathological Characteristics by Phasor Approach. , 2017, Analytical chemistry.

[25]  Hans C Gerritsen,et al.  Spectral phasor analysis allows rapid and reliable unmixing of fluorescence microscopy spectral images. , 2012, Optics express.

[26]  Yukio Kosugi,et al.  Multispectral image enhancement for effective visualization. , 2011, Optics express.

[27]  Pinky A. Bautista,et al.  Digital simulation of staining in histopathology multispectral images: enhancement and linear transformation of spectral transmittance. , 2012, Journal of biomedical optics.

[28]  Masahiro Yamaguchi,et al.  Digital staining for multispectral images of pathological tissue specimens based on combined classification of spectral transmittance. , 2005, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[29]  Rajeev Sharma,et al.  Should trichrome stain be used on all post–liver transplant biopsies with hepatitis c virus infection to estimate the fibrosis score? , 2008, Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society.

[30]  E. Gratton,et al.  The phasor approach to fluorescence lifetime imaging analysis. , 2008, Biophysical journal.

[31]  A. Rokas,et al.  The triple helix of collagens – an ancient protein structure that enabled animal multicellularity and tissue evolution , 2018, Journal of Cell Science.

[32]  P. Stoward,et al.  On the use of eosin as a fluorescent dye to demonstrate mucous cells and other structures in tissue sections , 2004, Histochemie.

[33]  Farzad Fereidouni,et al.  High speed multispectral fluorescence lifetime imaging. , 2013, Optics express.

[34]  Michael Shribak,et al.  Polychromatic polarization microscope: bringing colors to a colorless world , 2015, Scientific Reports.

[35]  Hans C Gerritsen,et al.  Phasor analysis of multiphoton spectral images distinguishes autofluorescence components of in vivo human skin , 2014, Journal of biophotonics.

[36]  Sergey Plotnikov,et al.  Second harmonic generation microscopy for quantitative analysis of collagen fibrillar structure , 2012, Nature Protocols.

[37]  Richard M Levenson,et al.  Multispectral imaging and pathology: seeing and doing more. , 2008, Expert opinion on medical diagnostics.

[38]  H. Morgenstern,et al.  Adult height and head and neck cancer: a pooled analysis within the INHANCE Consortium , 2013, European Journal of Epidemiology.

[39]  Ronald T Raines,et al.  Collagen structure and stability. , 2009, Annual review of biochemistry.

[40]  J. E. Cason,et al.  A rapid one-step Mallory-Heidenhain stain for connective tissue. , 1950, Stain technology.

[41]  D. Matthews,et al.  New Methods in Cardiovascular Biology Multimodal Shg-2pf Imaging of Microdomain Ca 2+ -contraction Coupling in Live Cardiac Myocytes , 2022 .