Nature CommunicationsPathologyPeer-reviewed journal article
Micron-resolution fiber mapping in histology independent of sample preparation
Marios GeorgiadisiD, Franca auf der HeideniD, Hamed AbbasiiD, Loes EttemaiD, Jeffrey NirschliD, Hossein Moein TaghaviiD, Moe Wakatsuki, Andy Liu, William Hai Dang HoiD, Mackenzie L. CarlsoniD, Michail DoukasiD, Sjors A. KoppesiD, Stijn KeereweeriD, Raymond A. SobeliD, Kawin SetsompopiD, Congyu LiaoiD, Katrin AmuntsiD, Markus AxeriD, Michael ZeinehiD, Miriam MenzeliD
Abstract
Mapping the brains fiber network is crucial for understanding its function and malfunction, but resolving nerve trajectories over large fields of view is challenging. Here, we show that computational scattered light imaging (ComSLI) can map fiber networks in histology independent of sample preparation, also in formalin-fixed paraffin-embedded (FFPE) tissues including whole human brain sections. We showcase this method in new and archived, animal and human brain sections, for different sample preparations (in paraffin, deparaffinized, various stains, unstained fresh-frozen). We convert microscopic orientations to microstructure-informed fiber orientation distributions (FODs). Adapting tractography tools from diffusion magnetic resonance imaging (dMRI), we trace axonal trajectories revealing white and gray matter connectivity. These allow us to identify altered microstructure or deficient tracts in demyelinating or neurodegenerating pathology, and to show key advantages over dMRI, polarization microscopy, and structure tensor analysis. Finally, we map fibers in non-brain tissues, including muscle, bone, and blood vessels, unveiling the tissues function. Our cost-effective, versatile approach enables micron-resolution studies of intricate fiber networks across tissues, species, diseases, and sample preparations, offering new dimensions to neuroscientific and biomedical research.
- organism: human
- organism: mouse
- assay: imaging
- research focus: cell type annotation
- research focus: spatial domain detection
- research focus: cell-cell communication
- approach: microscopy & imaging analysis
- Citations
- 9
- FWCI
- 3.87
- Field percentile
- top 6%
Reproducibility 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
- Myelinated fiber labeling and orientation mapping of the human brain with light-sheet fluorescence microscopy
Michele Sorelli, Danila Di Meo, … Irene Costantini·NeuroImagePeer-reviewed·Nov 20, 2025
- Fiber enhancement and 3D orientation analysis inlabel-free two-photon fluorescence microscopy
M. Sorelli, I. Costantini, … G. Mazzamuto·bioRxiv·Oct 19, 2022
- MAGIC: A label-free fluorescence method for 3D high-resolution reconstruction of myelinated fibers in large volumes
Irene Costantini, Enrico Baria, … Francesco Saverio Pavone·bioRxiv·Jul 28, 2020
- Deciphering Structural Complexity of Brain, Joint, and Muscle Tissues Using Fourier Ptychographic Scattered Light Microscopy
Simon van Staalduine, Vittorio Bianco, … Miriam Menzel·Open Research (University of Surrey)Peer-reviewed·May 1, 2025
- Using light and X-ray scattering to untangle complex neuronal orientations and validate diffusion MRI
Miriam Menzel, David Gräßel, … Marios Georgiadis·eLifePeer-reviewed·May 11, 2023
- Whole-Slide Mapping of Tumor Tissue Fiber Architecture via Computational Scattered Light Imaging
Hamed Abbasi, Loes Ettema, … Miriam Menzel·Biomedical Optics ExpressPeer-reviewed·Apr 14, 2026