Deeply 3D‑T1‑TFE hypointense voxels are characteristic of phase‑rim lesions in multiple sclerosis

dc.contributor.authorNaval Baudin, Pablo
dc.contributor.authorPons Escoda, Albert
dc.contributor.authorCamins, Àngels
dc.contributor.authorArroyo Pereiro, Pablo
dc.contributor.authorViveros, Mildred
dc.contributor.authorCastell Aulet, Josep
dc.contributor.authorCos Domingo, Mònica
dc.contributor.authorMartínez‑Yélamos, Antonio
dc.contributor.authorMartínez‑Yélamos, Sergio
dc.contributor.authorMajós Torró, Carlos
dc.date.accessioned2025-03-27T19:13:04Z
dc.date.available2025-03-27T19:13:04Z
dc.date.issued2023-06-06
dc.date.updated2025-03-27T19:13:04Z
dc.description.abstractObjectives: The development of new drugs for the treatment of progressive multiple sclerosis (MS) highlights the need for new prognostic biomarkers. Phase-rim lesions (PRLs) have been proposed as markers of progressive disease but are difficult to identify and quantify. Previous studies have identified T1-hypointensity in PRLs. The aim of this study was to compare the intensity profiles of PRLs and non-PRL white-matter lesions (nPR-WMLs) on three-dimensional T1-weighted turbo field echo (3DT1TFE) MRI. We then evaluated the performance of a derived metric as a surrogate for PRLs as potential markers for risk of disease progression. Methods: This study enrolled a cohort of relapsing-remitting (n = 10) and secondary progressive MS (n = 10) patients for whom 3 T MRI was available. PRLs and nPR-WMLs were segmented, and voxel-wise normalized T1-intensity histograms were analyzed. The lesions were divided equally into training and test datasets, and the fifth-percentile (p5)-normalized T1-intensity of each lesion was compared between groups and used for classification prediction. Results: Voxel-wise histogram analysis showed a unimodal histogram for nPR-WMLs and a bimodal histogram for PRLs with a large peak in the hypointense limit. Lesion-wise analysis included 1075 nPR-WMLs and 39 PRLs. The p5 intensity of PRLs was significantly lower than that of nPR-WMLs. The T1 intensity-based PRL classifier had a sensitivity of 0.526 and specificity of 0.959. Conclusions: Profound hypointensity on 3DT1TFE MRI is characteristic of PRLs and rare in other white-matter lesions. Given the widespread availability of T1-weighted imaging, this feature might serve as a surrogate biomarker for smoldering inflammation. Clinical relevance statement: Quantitative analysis of 3DT1TFE may detect deeply hypointense voxels in multiple sclerosis lesions, which are highly specific to PRLs. This could serve as a specific indicator of smoldering inflammation in MS, aiding in early detection of disease progression. Key points: • Phase-rim lesions (PRLs) in multiple sclerosis present a characteristic T1-hypointensity on 3DT1TFE MRI. • Intensity-normalized 3DT1TFE can be used to systematically identify and quantify these deeply hypointense foci. • Deep T1-hypointensity may act as an easily detectable, surrogate marker for PRLs.
dc.format.extent9 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec744276
dc.identifier.issn0938-7994
dc.identifier.pmid37278854
dc.identifier.urihttps://hdl.handle.net/2445/220074
dc.language.isoeng
dc.publisherSpringer Verlag
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.1007/s00330-023-09784-w
dc.relation.ispartofEuropean Radiology, 2023, vol. 34, p. 1337-1345
dc.relation.urihttps://doi.org/10.1007/s00330-023-09784-w
dc.rightscc by (c) Naval Baudin, Pablo et al., 2023
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceArticles publicats en revistes (Ciències Clíniques)
dc.subject.classificationImatges per ressonància magnètica
dc.subject.classificationInflamació
dc.subject.classificationCervell
dc.subject.otherMagnetic resonance imaging
dc.subject.otherInflammation
dc.subject.otherBrain
dc.titleDeeply 3D‑T1‑TFE hypointense voxels are characteristic of phase‑rim lesions in multiple sclerosis
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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