Cargando…
MRI phenotypes in MS: Longitudinal changes and miRNA signatures
OBJECTIVE: To classify and immunologically characterize persons with MS based on brain lesions and atrophy and their associated microRNA profiles. METHODS: Cerebral T2-hyperintense lesion volume (T2LV) and brain parenchymal fraction (BPF) were quantified and used to define MRI phenotypes as follows:...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6384020/ https://www.ncbi.nlm.nih.gov/pubmed/30800720 http://dx.doi.org/10.1212/NXI.0000000000000530 |
_version_ | 1783396937868771328 |
---|---|
author | Hemond, Christopher C. Healy, Brian C. Tauhid, Shahamat Mazzola, Maria A. Quintana, Francisco J. Gandhi, Roopali Weiner, Howard L. Bakshi, Rohit |
author_facet | Hemond, Christopher C. Healy, Brian C. Tauhid, Shahamat Mazzola, Maria A. Quintana, Francisco J. Gandhi, Roopali Weiner, Howard L. Bakshi, Rohit |
author_sort | Hemond, Christopher C. |
collection | PubMed |
description | OBJECTIVE: To classify and immunologically characterize persons with MS based on brain lesions and atrophy and their associated microRNA profiles. METHODS: Cerebral T2-hyperintense lesion volume (T2LV) and brain parenchymal fraction (BPF) were quantified and used to define MRI phenotypes as follows: type I: low T2LV, low atrophy; type II: high T2LV, low atrophy; type III: low T2LV, high atrophy; type IV: high T2LV, high atrophy, in a large cross-sectional cohort (n = 1,088) and a subset with 5-year lngitudinal follow-up (n = 153). Serum miRNAs were assessed on a third MS cohort with 2-year MRI phenotype stability (n = 98). RESULTS: One-third of the patients had lesion-atrophy dissociation (types II or III) in both the cross-sectional and longitudinal cohorts. At 5 years, all phenotypes had progressive atrophy (p < 0.001), disproportionally in type II (BPF −2.28%). Only type IV worsened in physical disability. Types I and II showed a 5-year MRI phenotype conversion rate of 33% and 46%, whereas III and IV had >90% stability. Type II switched primarily to IV (91%); type I switched primarily to II (47%) or III (37%). Baseline higher age (p = 0.006) and lower BPF (p < 0.001) predicted 5-year phenotype conversion. Each MRI phenotype demonstrated an miRNA signature whose underlying biology implicates blood-brain barrier pathology: hsa.miR.22.3p, hsa.miR.361.5p, and hsa.miR.345.5p were the most valid differentiators of MRI phenotypes. CONCLUSIONS: MRI-defined MS phenotypes show high conversion rates characterized by the continuation of either predominant neurodegeneration or inflammation and support the partial independence of these 2 measures. MicroRNA signatures of these phenotypes suggest a role for blood-brain barrier integrity. |
format | Online Article Text |
id | pubmed-6384020 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-63840202019-02-22 MRI phenotypes in MS: Longitudinal changes and miRNA signatures Hemond, Christopher C. Healy, Brian C. Tauhid, Shahamat Mazzola, Maria A. Quintana, Francisco J. Gandhi, Roopali Weiner, Howard L. Bakshi, Rohit Neurol Neuroimmunol Neuroinflamm Article OBJECTIVE: To classify and immunologically characterize persons with MS based on brain lesions and atrophy and their associated microRNA profiles. METHODS: Cerebral T2-hyperintense lesion volume (T2LV) and brain parenchymal fraction (BPF) were quantified and used to define MRI phenotypes as follows: type I: low T2LV, low atrophy; type II: high T2LV, low atrophy; type III: low T2LV, high atrophy; type IV: high T2LV, high atrophy, in a large cross-sectional cohort (n = 1,088) and a subset with 5-year lngitudinal follow-up (n = 153). Serum miRNAs were assessed on a third MS cohort with 2-year MRI phenotype stability (n = 98). RESULTS: One-third of the patients had lesion-atrophy dissociation (types II or III) in both the cross-sectional and longitudinal cohorts. At 5 years, all phenotypes had progressive atrophy (p < 0.001), disproportionally in type II (BPF −2.28%). Only type IV worsened in physical disability. Types I and II showed a 5-year MRI phenotype conversion rate of 33% and 46%, whereas III and IV had >90% stability. Type II switched primarily to IV (91%); type I switched primarily to II (47%) or III (37%). Baseline higher age (p = 0.006) and lower BPF (p < 0.001) predicted 5-year phenotype conversion. Each MRI phenotype demonstrated an miRNA signature whose underlying biology implicates blood-brain barrier pathology: hsa.miR.22.3p, hsa.miR.361.5p, and hsa.miR.345.5p were the most valid differentiators of MRI phenotypes. CONCLUSIONS: MRI-defined MS phenotypes show high conversion rates characterized by the continuation of either predominant neurodegeneration or inflammation and support the partial independence of these 2 measures. MicroRNA signatures of these phenotypes suggest a role for blood-brain barrier integrity. Lippincott Williams & Wilkins 2019-02-14 /pmc/articles/PMC6384020/ /pubmed/30800720 http://dx.doi.org/10.1212/NXI.0000000000000530 Text en Copyright © 2019 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Article Hemond, Christopher C. Healy, Brian C. Tauhid, Shahamat Mazzola, Maria A. Quintana, Francisco J. Gandhi, Roopali Weiner, Howard L. Bakshi, Rohit MRI phenotypes in MS: Longitudinal changes and miRNA signatures |
title | MRI phenotypes in MS: Longitudinal changes and miRNA signatures |
title_full | MRI phenotypes in MS: Longitudinal changes and miRNA signatures |
title_fullStr | MRI phenotypes in MS: Longitudinal changes and miRNA signatures |
title_full_unstemmed | MRI phenotypes in MS: Longitudinal changes and miRNA signatures |
title_short | MRI phenotypes in MS: Longitudinal changes and miRNA signatures |
title_sort | mri phenotypes in ms: longitudinal changes and mirna signatures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6384020/ https://www.ncbi.nlm.nih.gov/pubmed/30800720 http://dx.doi.org/10.1212/NXI.0000000000000530 |
work_keys_str_mv | AT hemondchristopherc mriphenotypesinmslongitudinalchangesandmirnasignatures AT healybrianc mriphenotypesinmslongitudinalchangesandmirnasignatures AT tauhidshahamat mriphenotypesinmslongitudinalchangesandmirnasignatures AT mazzolamariaa mriphenotypesinmslongitudinalchangesandmirnasignatures AT quintanafranciscoj mriphenotypesinmslongitudinalchangesandmirnasignatures AT gandhiroopali mriphenotypesinmslongitudinalchangesandmirnasignatures AT weinerhowardl mriphenotypesinmslongitudinalchangesandmirnasignatures AT bakshirohit mriphenotypesinmslongitudinalchangesandmirnasignatures |