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Ultrastructural analysis of human uncinate fasciculus with coherent anti-Stokes Raman spectroscopy

Kelly Perlman, Valérie Pineau Noël, Armand Collin, Justine Major, Murielle Mardenli, Sébastien Jerczyński, Maria Antonietta Davoli, Julien Cohen-Adad, Daniel Côté et Naguib Mechawar

Article de revue (2026)

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Abstract

Significance: Characterizing the ultrastructure of myelin in the human brain is key to understanding the neurobiology of both health and disease. In postmortem human brain tissue, electron microscopy is often technically unfeasible due to poorer tissue quality.

Aim: The uncinate fasciculus (UF) is a long-range white matter association tract that connects the anterior temporal lobe with the orbitofrontal cortex. The UF is not present in rodents yet is highly expanded in humans and nonhuman primates. As such, its molecular and ultrastructural properties are virtually unknown.

Approach: Here, we develop and validate a spectral-focusing coherent anti-Stokes Raman spectroscopy (sf-CARS) system coupled with a custom AxonDeepSeg segmentation model to characterize UF ultrastructure in the human postmortem brain (n ¼ 6).

Results: We provide a proof of concept of this new methodological pipeline in the UF temporal segment and observe that the mean axon diameter detected is 0.93 μm 0.54 and the mean myelin thickness is 0.48 μm 0.14. We also observe that the UF axons are thicker than those in the anterior cingulate cortex white matter.

Conclusions: We detail and validate the full methodology, including tissue fixation and sectioning, sf-CARS acquisition settings, as well as the AxonDeepSeg deep learning model parameters, such that this pipeline can be utilized by others in the field.

Mots clés

Département: Département de génie électrique
Centre de recherche: NeuroPoly - Laboratoire de Recherche en Neuroimagerie
Organismes subventionnaires: Canadian Institutes of Health Research (CIHR), Natural Sciences and Engineering Research Council of Canada (NSERC)
Numéro de subvention: PJT-156346, RGPIN-2020-06936
URL de PolyPublie: https://publications.polymtl.ca/74048/
Titre de la revue: Biophotonics discovery. (vol. 3, no 02)
Maison d'édition: SPIE
DOI: 10.1117/1.bios.3.2.025002
URL officielle: https://doi.org/10.1117/1.bios.3.2.025002
Date du dépôt: 23 mars 2026 09:54
Dernière modification: 23 mars 2026 09:55
Citer en APA 7: Perlman, K., Pineau Noël, V., Collin, A., Major, J., Mardenli, M., Jerczyński, S., Antonietta Davoli, M., Cohen-Adad, J., Côté, D., & Mechawar, N. (2026). Ultrastructural analysis of human uncinate fasciculus with coherent anti-Stokes Raman spectroscopy. Biophotonics discovery., 3(02). https://doi.org/10.1117/1.bios.3.2.025002

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