Whole-organism 3D Quantitative Characterization of Zebrafish Melanin by Silver Deposition Micro-CT
S. R. Katz, M. A. Yakovlev, D. J. Vanselow, Y. Ding, A. Y. Lin, D. Y. Parkinson, Y. Wang, V. A. Canfield, K. C. Ang, K. C. Cheng
Abstract
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.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Three-Dimensional Histology of Whole Zebrafish by Sub-Micron Synchrotron X-ray Micro-Tomography
Y. Ding, D. J. Vanselow, … K. C. Cheng·bioRxiv·Aug 25, 2018
- Automatic Body Morphometric Analysis of Adult Zebrafish Using MicroCT
Mohammed M Kanani, Ronald Young Kwon·PLoS ONEPeer-reviewed·Aug 3, 2026
- Quantitative Geometric Modeling of Blood Cells from X-ray Histotomograms of Whole Zebrafish Larvae
Maksim A. Yakovlev, Ke Liang, … Keith C. Cheng·bioRxiv·May 23, 2023
- ZeBraInspector, a whole organism screening platform enabling volumetric analysis of zebrafish brain white matter
Sylvain Lempereur, Matthieu Simion, … Jean‐Stéphane Joly·bioRxiv·Oct 26, 2020
- Staining and resin embedding of whole Daphnia samples for micro-CT imaging enabling 3D visualization of cells, tissues, and organs of various thicknesses
M. S. Ngu, D. J. Vanselow, … K. C. Ang·bioRxiv·May 21, 2023
- microCT-Based Phenomics in the Zebrafish Skeleton Reveals Virtues of Deep Phenotyping in a Distributed Organ System
Matthew Hur, Charlotte Gistelinck, … Ronald Young Kwon·eLifePeer-reviewed·Sep 7, 2017