@article{91464b07cf1e40bca5dda22d3343ebe3,
title = "Considerations and recommendations from the ISMRM diffusion study group for preclinical diffusion MRI: Part 2—Ex vivo imaging: Added value and acquisition",
abstract = "The value of preclinical diffusion MRI (dMRI) is substantial. While dMRI enables in vivo non-invasive characterization of tissue, ex vivo dMRI is increasingly being used to probe tissue microstructure and brain connectivity. Ex vivo dMRI has several experimental advantages including higher SNR and spatial resolution compared to in vivo studies, and enabling more advanced diffusion contrasts for improved microstructure and connectivity characterization. Another major advantage of ex vivo dMRI is the direct comparison with histological data, as a crucial methodological validation. However, there are a number of considerations that must be made when performing ex vivo experiments. The steps from tissue preparation, image acquisition and processing, and interpretation of results are complex, with many decisions that not only differ dramatically from in vivo imaging of small animals, but ultimately affect what questions can be answered using the data. This work represents {"}Part 2{"} of a three-part series of recommendations and considerations for preclinical dMRI. We describe best practices for dMRI of ex vivo tissue, with a focus on the value that ex vivo imaging adds to the field of dMRI and considerations in ex vivo image acquisition. We first give general considerations and foundational knowledge that must be considered when designing experiments. We briefly describe differences in specimens and models and discuss why some may be more or less appropriate for different studies. We then give guidelines for ex vivo protocols, including tissue fixation, sample preparation, and MR scanning. In each section, we attempt to provide guidelines and recommendations, but also highlight areas for which no guidelines exist (and why), and where future work should lie. An overarching goal herein is to enhance the rigor and reproducibility of ex vivo dMRI acquisitions and analyses, and thereby advance biomedical knowledge.",
keywords = "acquisition, best practices, diffusion MRI, diffusion tensor, ex vivo, microstructure, open science, preclinical, processing, tractography, MAGNETIC-RESONANCE MICROSCOPY, POSTMORTEM HUMAN BRAINS, WAXHOLM SPACE ATLAS, WATER DIFFUSION, AXON DIAMETER, WHITE-MATTER, MOUSE-BRAIN, IN-VIVO, TENSOR MICROSCOPY, T-2 RELAXATION",
author = "Schilling, {Kurt G.} and Francesco Grussu and Andrada Ianus and Brian Hansen and Howard, {Amy F. D.} and Barrett, {Rachel L. C.} and Manisha Aggarwal and Stijn Michielse and Fatima Nasrallah and Warda Syeda and Nian Wang and Jelle Veraart and Alard Roebroeck and Bagdasarian, {Andrew F.} and Cornelius Eichner and Farshid Sepehrband and Jan Zimmermann and Lucas Soustelle and Christien Bowman and Tendler, {Benjamin C.} and Andreea Hertanu and Ben Jeurissen and Marleen Verhoye and Lucio Frydman and {van de Looij}, Yohan and David Hike and Dunn, {Jeff F.} and Karla Miller and Landman, {Bennett A.} and Noam Shemesh and Adam Anderson and Emilie Mckinnon and Shawna Farquharson and Flavio Dell'Acqua and Carlo Pierpaoli and Ivana Drobnjak and Alexander Leemans and Harkins, {Kevin D.} and Maxime Descoteaux and Duan Xu and Hao Huang and Santin, {Mathieu D.} and Grant, {Samuel C.} and Andre Obenaus and Kim, {Gene S.} and Dan Wu and {Le Bihan}, Denis and Blackband, {Stephen J.} and Luisa Ciobanu and Els Fieremans and {Et al.}",
year = "2025",
month = mar,
day = "4",
doi = "10.1002/mrm.30435",
language = "English",
volume = "93",
pages = "2535--2560",
journal = "Magnetic Resonance in Medicine",
issn = "0740-3194",
publisher = "John Wiley & Sons Inc.",
number = "6",
}