A translational MRI approach to validate acute axonal damage detection as an early event in multiple sclerosis.
Antonio Cerdán CerdáNicola ToschiConstantina A TreabaValeria BarlettaElena HerranzAmbica MehndirattaJosé Antonio Gómez-SánchezCaterina MaineroSilvia De SantisPublished in: eLife (2024)
Axonal degeneration is a central pathological feature of multiple sclerosis and is closely associated with irreversible clinical disability. Current noninvasive methods to detect axonal damage in vivo are limited in their specificity and clinical applicability, and by the lack of proper validation. We aimed to validate an MRI framework based on multicompartment modeling of the diffusion signal (AxCaliber) in rats in the presence of axonal pathology, achieved through injection of a neurotoxin damaging the neuronal terminal of axons. We then applied the same MRI protocol to map axonal integrity in the brain of multiple sclerosis relapsing-remitting patients and age-matched healthy controls. AxCaliber is sensitive to acute axonal damage in rats, as demonstrated by a significant increase in the mean axonal caliber along the targeted tract, which correlated with neurofilament staining. Electron microscopy confirmed that increased mean axonal diameter is associated with acute axonal pathology. In humans with multiple sclerosis, we uncovered a diffuse increase in mean axonal caliber in most areas of the normal-appearing white matter, preferentially affecting patients with short disease duration. Our results demonstrate that MRI-based axonal diameter mapping is a sensitive and specific imaging biomarker that links noninvasive imaging contrasts with the underlying biological substrate, uncovering generalized axonal damage in multiple sclerosis as an early event.
Keyphrases
- machine learning
- multiple sclerosis
- spinal cord injury
- white matter
- optic nerve
- magnetic resonance imaging
- oxidative stress
- high resolution
- liver failure
- contrast enhanced
- randomized controlled trial
- rheumatoid arthritis
- ejection fraction
- newly diagnosed
- diffusion weighted imaging
- optical coherence tomography
- mass spectrometry
- drug induced
- intensive care unit
- prognostic factors
- cerebrospinal fluid
- disease activity
- subarachnoid hemorrhage
- high density
- acute respiratory distress syndrome
- peripheral nerve