The temporal dynamics and clinical relevance of choroid plexus measures in multiple sclerosis

Choroid plexus enlargement is a promising biomarker of disease activity in multiple sclerosis. However, longitudinal changes in choroid plexus volume and microstructural integrity remain unclear. This study investigated temporal changes in choroid plexus measures and their correlations with clinical disability and brain volume changes over 18 months and the entire disease duration. We recruited consecutive relapsing-remitting multiple sclerosis patients at treatment initiation who were then invited to come back for clinical, neuropsychological and brain MRI assessments at 6 and 18 months. Choroid plexus volume was measured using FreeSurfer and Gaussian Mixture Models on 3D-T1-weighted scans, and choroid plexus T1/T2 ratio was calculated from conventional 3D-T1- and T2-weighted images. Brain lesion, whole brain, grey matter, and white matter volumes were measured. Alternating conditional expectation algorithm was used to estimate trajectories of changes in choroid plexus measures over the entire disease course. Multiple linear regression and mixed effects models were used to investigate associations of choroid plexus measures with clinical and MRI measures. False discovery rate correction was applied. 422 RRMS patients were recruited [mean age: 40.8 years (SD 10.9), mean disease duration: 9.5 years (SD 17.4), median expanded disability status scale: 2.0 (IQR: 1.5-3.5); mean symbol digit modalities test score: 50.6 (SD 14.7), mean brief visuospatial memory test-revised score: 25 (SD7.6)]; 276 participants were studied at 6-months follow-up and 80 at 18-months. During the entire disease course, an initial increase in normalized choroid plexus volume was observed, followed by a plateau; T1/T2 ratio decreased initially, but then increased once the volume had stabilized. When examining changes in choroid plexus volumes over a median follow-up of 8.6 months, significant increases in both choroid plexus volumes [β = 0.45, standard error = 0.11, False discovery rate-corrected <i>P</i> < 0.001)] and T1/T2 ratios (β = 0.29, standard error = 0.14, False discovery rate-corrected <i>P</i> = 0.05) were observed. A higher baseline choroid plexus T1/T2 ratio was linked to a faster rate of decrease in normalized brain volume (β = -0.21, standard error = 0.08, False discovery rate-corrected <i>P</i> = 0.01) and deep grey matter volume (β = -0.25, standard error = 0.10, False discovery rate-corrected <i>P</i> = 0.03) over time. Higher baseline choroid plexus T1/T2 values were associated with worsening performance on brief visuospatial memory test-revised over time (β = -0.23, standard error = 0.10, False discovery rate-corrected <i>P</i> = 0.04). Changes in choroid plexus measures over time appear non-linear, with volumes increasing earlier in the disease course and T1/T2 ratios rising later. After a mean disease duration of 9.5 years, higher choroid plexus T1/T2 ratios, but not volume, predicted faster memory decline and whole brain and deep grey matter volume loss, underscoring the value of assessing choroid plexus microstructure, alongside volumes, in predicting clinical and MRI outcomes.

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Publication Details

Journal
Brain Communications
Published
2025-01-01
DOI
https://doi.org/10.1093/braincomms/fcaf239
Citations
7
Primary Topic
Multiple Sclerosis Research Studies
Type
article
Field-Weighted Citation Impact
10.30

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article

The temporal dynamics and clinical relevance of choroid plexus measures in multiple sclerosis

David E. Wilkins, Charmaine Yam, Omar Abdel‐Mannan, Yael Hacohen et al.
7 citations
Brain Communications
Multiple Sclerosis Research Studies
10.30
article

The temporal dynamics and clinical relevance of choroid plexus measures in multiple sclerosis

David E. Wilkins, Charmaine Yam, Omar Abdel‐Mannan, Yael Hacohen, Jed Wingrove, Sarmad Al‐Araji, Anna He, Ferrán Prados, Frederik Barkhof, Ermelinda De Meo, Suraya Mohamud, Olga Ciccarelli, Weaam Hamed, Baris Kanber, Ronja Christensen, Ahmed Hammam, Alessia Bianchi, Dimitrios Champsas, Declan Chard, Anuriti Aojula
article en
7 citations

Abstract

Choroid plexus enlargement is a promising biomarker of disease activity in multiple sclerosis. However, longitudinal changes in choroid plexus volume and microstructural integrity remain unclear. This study investigated temporal changes in choroid plexus measures and their correlations with clinical disability and brain volume changes over 18 months and the entire disease duration. We recruited consecutive relapsing-remitting multiple sclerosis patients at treatment initiation who were then invited to come back for clinical, neuropsychological and brain MRI assessments at 6 and 18 months. Choroid plexus volume was measured using FreeSurfer and Gaussian Mixture Models on 3D-T1-weighted scans, and choroid plexus T1/T2 ratio was calculated from conventional 3D-T1- and T2-weighted images. Brain lesion, whole brain, grey matter, and white matter volumes were measured. Alternating conditional expectation algorithm was used to estimate trajectories of changes in choroid plexus measures over the entire disease course. Multiple linear regression and mixed effects models were used to investigate associations of choroid plexus measures with clinical and MRI measures. False discovery rate correction was applied. 422 RRMS patients were recruited [mean age: 40.8 years (SD 10.9), mean disease duration: 9.5 years (SD 17.4), median expanded disability status scale: 2.0 (IQR: 1.5-3.5); mean symbol digit modalities test score: 50.6 (SD 14.7), mean brief visuospatial memory test-revised score: 25 (SD7.6)]; 276 participants were studied at 6-months follow-up and 80 at 18-months. During the entire disease course, an initial increase in normalized choroid plexus volume was observed, followed by a plateau; T1/T2 ratio decreased initially, but then increased once the volume had stabilized. When examining changes in choroid plexus volumes over a median follow-up of 8.6 months, significant increases in both choroid plexus volumes [β = 0.45, standard error = 0.11, False discovery rate-corrected <i>P</i> < 0.001)] and T1/T2 ratios (β = 0.29, standard error = 0.14, False discovery rate-corrected <i>P</i> = 0.05) were observed. A higher baseline choroid plexus T1/T2 ratio was linked to a faster rate of decrease in normalized brain volume (β = -0.21, standard error = 0.08, False discovery rate-corrected <i>P</i> = 0.01) and deep grey matter volume (β = -0.25, standard error = 0.10, False discovery rate-corrected <i>P</i> = 0.03) over time. Higher baseline choroid plexus T1/T2 values were associated with worsening performance on brief visuospatial memory test-revised over time (β = -0.23, standard error = 0.10, False discovery rate-corrected <i>P</i> = 0.04). Changes in choroid plexus measures over time appear non-linear, with volumes increasing earlier in the disease course and T1/T2 ratios rising later. After a mean disease duration of 9.5 years, higher choroid plexus T1/T2 ratios, but not volume, predicted faster memory decline and whole brain and deep grey matter volume loss, underscoring the value of assessing choroid plexus microstructure, alongside volumes, in predicting clinical and MRI outcomes.

Brain CommunicationsVol. 7(3)
Universitat Oberta de Catalunya (ES), Queen Mary University of London (GB), Great Ormond Street Hospital (GB), National Institute for Health and Care Research (GB), AT&T (United Kingdom) (GB), King's College Hospital NHS Foundation Trust (GB), UCL Biomedical Research Centre (GB), GKN (United Kingdom) (GB), Cleveland Clinic London (GB), National Hospital for Neurology and Neurosurgery (GB), University of Florence (IT), University College London (GB), Amsterdam UMC Location Vrije Universiteit Amsterdam (NL)
Sanofi, Biogen, Teva Pharmaceutical Industries, International Progressive MS Alliance, National Institute for Health and Care Research, Multiple Sclerosis Society, University College London, Nederlandse Organisatie voor Wetenschappelijk Onderzoek, University College London Hospitals NHS Foundation Trust, Horizon 2020 Framework Programme, Medical Research Council
Openalex Percentile: Top 1%
Multiple Sclerosis Research Studies
10.30
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