A cross‐comparative analysis of in vivo versus ex vivo MRI indices in a mouse model of concussion
Open accessAbstract
Background We present a cross-sectional, case-matched, and pair-wise comparison of structural magnetic resonance imaging (MRI), diffusion tensor imaging (DTI), and neurite orientation dispersion and density imaging (NODDI) measures in vivo and ex vivo in a mouse model of concussion, thus aiming to establish the concordance of structural and diffusion imaging findings in living brain and after fixation.Methods We allocated 28 male mice aged 3-4 months to sham injury and concussion (CON) groups. CON mice had received a single concussive impact on day 0 and underwent MRI at day 2 (n = 9) or 7 (n = 10) post-impact, and sham control mice likewise underwent imaging at day 2 (n = 5) or 7 (n = 4). Immediately after the final scanning, we collected the perfusion-fixed brains, which were stored for imaging ex vivo 6-12 months later. We then compared the structural imaging, DTI, and NODDI results between different methods.Results In vivo to ex vivo structural and DTI/NODDI findings were in notably poor agreement regarding the effects of concussion on structural integrity of the brain.Comparison with existing methods ex vivo imaging was frequently done to study the effects of diseases and treatments, but our results showed that ex vivo and in vivo imaging can detect completely opposite and contradictory results. This is also the first study that compares in vivo and ex vivo NODDI.Conclusion Our findings call for caution in extrapolating translational capabilities obtained ex vivo to physiological measurements in vivo. The divergent findings may reflect fixation artefacts and the contribution of the glymphatic system changes.
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Ex vivo MRI achieves higher anatomic resolution and better tissue contrast than in vivo study, improving detection of microstructural changes, and maintains consistency with ex vivo spatial transcriptomics data.
“Ex vivo MRI was chosen over an in vivo study to achieve higher anatomic resolution and better tissue contrast, which improves the detection of microstructural changes, 45 , 46 and to maintain consistency with ex vivo spatial transcriptomics data.”
From Diffusion MRI reveals amyloid plaque–associated cellular signatures through spatial transcriptomic integration (2026) · cites this paper as [45]
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References 77 · Cited by 5
Research works printed but not linked: 1
- D.E. Ross, J.D. Seabaugh, J.M. Seabaugh, C. Alvarez, L.P. Ellis, C. Powell, C. Hall, C. Reese, L. Cooper, A.L. Ochs, Patients with chronic mild or moderate traumatic brain injury have abnormal brain enlargement, Brain Inj. 34 (2020) 11-19. https://doi.org/10.1080/02699052.2019.1669074. · DOI
- Authors
- Vinh To, X., Kurniawan, N. D., Cumming, P., & Nasrallah, F. A.
- Affiliations
- The University of Queensland (AU)
- Queensland University of Technology (AU)
- Corresponding author
- Nasrallah, Fatima A.
- Venue
- Brain Research
- Publisher
- Elsevier BV
- Published
- 2023-12
- Volume
- 1820
- Pages
- 148562
- ISSN
- 0006-8993 (ISSN-L)
- OpenAlex
- W4386414116
- Cited by
- 5
- References
- 77
- Citations by year
- 2026: 2 · 2024: 2 · 2023: 1
- FWCI
- 0.83
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Brain Research (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Motor Accident Insurance Commission
- University of Queensland (CRM 200221–005374)
- Queensland Government (2014000857)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Health Sciences › Medicine › Epidemiology › Traumatic Brain Injury Research
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Keywords
- concussion, traumatic brain injury, mouse model, in vivo MRI, ex vivo MRI, diffusion tensor imaging, NODDI, white matter integrity, fixation artefacts, glymphatic system, translational imaging
- MeSH terms
- Animals, Brain, Brain Concussion, Cross-Sectional Studies, Disease Models, Animal, Magnetic Resonance Imaging, Male, Mice, Inbred C57BL, Mice, Diffusion Tensor Imaging
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