Whole-organism 3D quantitative characterization of zebrafish melanin by silver deposition micro-CT

Melanin-rich zebrafish melanophores are used to study pigment development, human skin color, and as a large-scale screening phenotype. To facilitate more detailed whole-body, computational analyses of melanin content and morphology, we have combined X-ray microtomography (micro-CT), a non-destructive, full-volume imaging modality, with a novel application of ionic silver staining to characterize melanin distribution in whole zebrafish larvae. Normalized micro-CT reconstructions of silver-stained fish consistently reproduced pigment patterns seen by light microscopy, and allowed direct quantitative comparisons of melanin content across wild-type and mutant samples, for both dramatic and subtle phenotypes not previously described. Silver staining of melanin for micro-CT provides proof-of-principle for whole-body, three-dimensional computational phenomic analysis of a particular cell type at cellular resolution, with potential applications in other model organisms and human melanoma biopsies. Whole-organism, high-resolution phenotyping is a challenging ideal, but provides superior context for functional studies of mutations, diseases, and environmental influences.

[1]  Jeffrey K. Mito,et al.  SATB2 induction of a neural crest mesenchyme-like program drives melanoma invasion and drug resistance , 2021, eLife.

[2]  Jeffrey K. Mito,et al.  SATB2 induction of a neural crest mesenchyme-like program drives invasion and drug resistance in melanoma , 2020, bioRxiv.

[3]  Christian A. Yates,et al.  A quantitative modelling approach to zebrafish pigment pattern formation , 2020, eLife.

[4]  Francesco De Carlo,et al.  Computational 3D histological phenotyping of whole zebrafish by X-ray histotomography , 2019, eLife.

[5]  Keith C. Cheng,et al.  Rigid Embedding of Fixed and Stained, Whole, Millimeter-Scale Specimens for Section-free 3D Histology by Micro-Computed Tomography , 2018, Journal of visualized experiments : JoVE.

[6]  Masakatsu Watanabe,et al.  Melanophore multinucleation pathways in zebrafish , 2018, Development, growth & differentiation.

[7]  Anna Sessa,et al.  A defect in the mitochondrial protein Mpv17 underlies the transparent casper zebrafish. , 2017, Developmental biology.

[8]  R. Hindges,et al.  A crystal-clear zebrafish for in vivo imaging , 2016, Scientific Reports.

[9]  M. Jurynec,et al.  Precise Editing of the Zebrafish Genome Made Simple and Efficient. , 2016, Developmental cell.

[10]  G. Westmeyer,et al.  Volumetric tracking of migratory melanophores during zebrafish development by optoacoustic microscopy , 2015, Mechanisms of Development.

[11]  Mbbs Md FRCPath Donald N. Pritzker Vinay Kumar Robbins and Cotran pathologic basis of disease , 2015 .

[12]  C. Nüsslein-Volhard,et al.  Zebrafish Stripes as a Model for Vertebrate Colour Pattern Formation , 2015, Current Biology.

[13]  E X Miqueles,et al.  Generalized Titarenko's algorithm for ring artefacts reduction. , 2014, Journal of synchrotron radiation.

[14]  Francesco De Carlo,et al.  TomoPy: a framework for the analysis of synchrotron tomographic data , 2014, Optics & Photonics - Optical Engineering + Applications.

[15]  C. Nüsslein-Volhard,et al.  Iridophores and their interactions with other chromatophores are required for stripe formation in zebrafish , 2013, Development.

[16]  Mark L. Rivers,et al.  tomoRecon: High-speed tomography reconstruction on workstations using multi-threading , 2012, Optics & Photonics - Optical Engineering + Applications.

[17]  Johannes E. Schindelin,et al.  Fiji: an open-source platform for biological-image analysis , 2012, Nature Methods.

[18]  S. Neuhauss,et al.  The visual system of zebrafish and its use to model human ocular Diseases , 2012, Developmental neurobiology.

[19]  Gerd B Müller,et al.  MicroCT for molecular imaging: Quantitative visualization of complete three‐dimensional distributions of gene products in embryonic limbs , 2011, Developmental dynamics : an official publication of the American Association of Anatomists.

[20]  Darin P Clark,et al.  Whole-animal imaging, gene function, and the Zebrafish Phenome Project. , 2011, Current opinion in genetics & development.

[21]  David A. Orlando,et al.  The histone methyltransferase SETDB1 is recurrently amplified in melanoma and accelerates its onset , 2011, Nature.

[22]  David A. Orlando,et al.  The SETDB1 histone methyltransferase is recurrently amplified in and accelerates melanoma , 2011 .

[23]  Stephen L. Johnson,et al.  Differential contribution of direct-developing and stem cell-derived melanocytes to the zebrafish larval pigment pattern. , 2010, Developmental biology.

[24]  S. Gambhir,et al.  Melanin-Targeted Preclinical PET Imaging of Melanoma Metastasis , 2009, Journal of Nuclear Medicine.

[25]  B. Münch,et al.  Stripe and ring artifact removal with combined wavelet--Fourier filtering. , 2009, Optics express.

[26]  C. McCollough,et al.  Quantitative imaging of element composition and mass fraction using dual-energy CT: three-material decomposition. , 2009, Medical physics.

[27]  Gwendolyn R. Goss,et al.  Theory and Practice of Histological Techniques , 2009 .

[28]  T. Hocking,et al.  Heritable Targeted Gene Disruption in Zebrafish Using Designed Zinc Finger Nucleases , 2008, Nature Biotechnology.

[29]  T. Dadd,et al.  SLC24A5 Encodes a trans-Golgi Network Protein with Potassium-dependent Sodium-Calcium Exchange Activity That Regulates Human Epidermal Melanogenesis* , 2008, Journal of Biological Chemistry.

[30]  L. Zon,et al.  Transparent adult zebrafish as a tool for in vivo transplantation analysis. , 2008, Cell stem cell.

[31]  P. Currie,et al.  Animal models of human disease: zebrafish swim into view , 2007, Nature Reviews Genetics.

[32]  K. Cheng,et al.  Zebrafish Genomic Instability Mutants and Cancer Susceptibility , 2006, Genetics.

[33]  M. Nguyen,et al.  The other pigment cell: specification and development of the pigmented epithelium of the vertebrate eye. , 2006, Pigment cell research.

[34]  D. Parichy Evolution of danio pigment pattern development , 2006, Heredity.

[35]  I. Jackson,et al.  Regulation of pigmentation in zebrafish melanophores. , 2006, Pigment cell research.

[36]  Keith C. Cheng,et al.  SLC24A5, a Putative Cation Exchanger, Affects Pigmentation in Zebrafish and Humans , 2005, Science.

[37]  Shigeru Kondo,et al.  Pigment cell distributions in different tissues of the zebrafish, with special reference to the striped pigment pattern , 2005, Developmental dynamics : an official publication of the American Association of Anatomists.

[38]  D. Tobin,et al.  Melanin pigmentation in mammalian skin and its hormonal regulation. , 2004, Physiological reviews.

[39]  R. Kelsh Genetics and evolution of pigment patterns in fish. , 2004, Pigment cell research.

[40]  Shigeru Kondo,et al.  Pigment cell organization in the hypodermis of zebrafish , 2003, Developmental dynamics : an official publication of the American Association of Anatomists.

[41]  J. Lister,et al.  Development of pigment cells in the zebrafish embryo , 2002, Microscopy research and technique.

[42]  S. Carroll,et al.  Prophenoloxidase as a reporter of gene expression in Drosophila. , 2001, BioTechniques.

[43]  Lisa Axe,et al.  Developments in synchrotron x-ray computed microtomography at the National Synchrotron Light Source , 1999, Optics & Photonics.

[44]  Stephen L. Johnson,et al.  nacre encodes a zebrafish microphthalmia-related protein that regulates neural-crest-derived pigment cell fate. , 1999, Development.

[45]  J. Dowling,et al.  Early retinal development in the zebrafish, Danio rerio: Light and electron microscopic analyses , 1999, The Journal of comparative neurology.

[46]  R Weissleder,et al.  Paramagnetic metal scavenging by melanin: MR imaging. , 1997, Radiology.

[47]  C. Nüsslein-Volhard,et al.  Zebrafish pigmentation mutations and the processes of neural crest development. , 1996, Development.

[48]  C. Kimmel,et al.  Stages of embryonic development of the zebrafish , 1995, Developmental dynamics : an official publication of the American Association of Anatomists.

[49]  G. Streisinger,et al.  Production of clones of homozygous diploid zebra fish (Brachydanio rerio) , 1981, Nature.

[50]  G. Streisinger,et al.  Clonal origins of cells in the pigmented retina of the zebrafish eye. , 1989, Developmental biology.