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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleNeuropsychiatric Imaging
Open Access

Reduced Diffusivity along Perivascular Spaces on MR Imaging Associated with Younger Age of First Use and Cognitive Impairment in Recreational Marijuana Users

Christina Andica, Koji Kamagata, Kaito Takabayashi, Zaimire Mahemuti, Akifumi Hagiwara and Shigeki Aoki
American Journal of Neuroradiology July 2024, 45 (7) 912-919; DOI: https://doi.org/10.3174/ajnr.A8215
Christina Andica
aFrom the Department of Radiology (C.A., K.K., K.T., Z.M., A.H., S.A.), Juntendo University Graduate School of Medicine, Tokyo, Japan
bFaculty of Health Data Science (C.A., S.A.), Juntendo University, Chiba, Japan
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  • ORCID record for Christina Andica
Koji Kamagata
aFrom the Department of Radiology (C.A., K.K., K.T., Z.M., A.H., S.A.), Juntendo University Graduate School of Medicine, Tokyo, Japan
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Kaito Takabayashi
aFrom the Department of Radiology (C.A., K.K., K.T., Z.M., A.H., S.A.), Juntendo University Graduate School of Medicine, Tokyo, Japan
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Zaimire Mahemuti
aFrom the Department of Radiology (C.A., K.K., K.T., Z.M., A.H., S.A.), Juntendo University Graduate School of Medicine, Tokyo, Japan
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Akifumi Hagiwara
aFrom the Department of Radiology (C.A., K.K., K.T., Z.M., A.H., S.A.), Juntendo University Graduate School of Medicine, Tokyo, Japan
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Shigeki Aoki
aFrom the Department of Radiology (C.A., K.K., K.T., Z.M., A.H., S.A.), Juntendo University Graduate School of Medicine, Tokyo, Japan
bFaculty of Health Data Science (C.A., S.A.), Juntendo University, Chiba, Japan
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    FIG 1.

    Flow chart of inclusion and exclusion criteria, along with the count of individuals meeting the criteria and included in the study population. MMSE indicates the Mini-Mental State Examination; DSM-IV, Diagnostic and Statistical Manual of Mental Disorders, 4th edition.

  • FIG 2.
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    FIG 2.

    Calculation of the DTI index along the perivascular space (ALPS index). A, Color-coded FA map shows the distribution of projection fibers (blue, z-axis) and association fibers (green, y-axis) at the lateral ventricle level of the body. Spherical ROIs measuring 5 mm in diameter were positioned in projection and association areas. The perivascular space runs perpendicular to the projection and association tracts. B, Diffusivity maps in the x-axis (Dxx), y-axis (Dyy), and z-axis (Dzz). C, The ALPS index was derived from the ratio of the mean x-axis diffusivity in the projection area (Dxxproj) and x-axis diffusivity in the association area (Dxxassoc) to the mean of y-axis diffusivity in the projection area (Dyyproj) and z-axis diffusivity in the association area (Dzzassoc).

  • FIG 3.
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    FIG 3.

    Raincloud plots of ALPS indices (A) among nonusers (individuals with zero lifetime cannabis use) and users (those who reported using marijuana at least once in their lifetime) with different ages of first use and (B) among nonusers and users with various lifetime usage frequencies. The P values correspond to a univariate General Linear Model after controlling for age, sex, years of education, tobacco use, alcohol use, PSQI score, and intracranial volume.

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American Journal of Neuroradiology: 45 (7)
American Journal of Neuroradiology
Vol. 45, Issue 7
1 Jul 2024
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Cite this article
Christina Andica, Koji Kamagata, Kaito Takabayashi, Zaimire Mahemuti, Akifumi Hagiwara, Shigeki Aoki
Reduced Diffusivity along Perivascular Spaces on MR Imaging Associated with Younger Age of First Use and Cognitive Impairment in Recreational Marijuana Users
American Journal of Neuroradiology Jul 2024, 45 (7) 912-919; DOI: 10.3174/ajnr.A8215

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Diffusivity & Cognitive Deficit in Marijuana Users
Christina Andica, Koji Kamagata, Kaito Takabayashi, Zaimire Mahemuti, Akifumi Hagiwara, Shigeki Aoki
American Journal of Neuroradiology Jul 2024, 45 (7) 912-919; DOI: 10.3174/ajnr.A8215
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