Cognitive functioning in essential tremor without dementia: a clinical and imaging study

dc.contributor.authorNovellino, Fabiana
dc.contributor.authorSaccà, Valeria
dc.contributor.authorSalsone, Maria
dc.contributor.authorNicoletti, Giuseppe
dc.contributor.authorQuattrone, Andrea
dc.contributor.authorChiriaco, Carmelina
dc.contributor.authorMuñoz Madrigal, José Luis
dc.contributor.authorQuattrone, Aldo
dc.date.accessioned2024-11-04T12:04:30Z
dc.date.available2024-11-04T12:04:30Z
dc.date.issued2022-05-05
dc.description.abstractBackground and aims To explore the cognitive functioning of ET patients without dementia and delineate its imaging counterpart. Methods We enrolled 99 subjects (49 non-demented ET patients and 50 education-matched healthy controls) that underwent neuropsychological and MRI evaluation. In order to identify the cognitive parameters that better reflect the profile of ET patients, we used a double statistical approach: (i) direct comparison between groups and (ii) machine learning approach with feature selection. Then, to evaluate the correlation between cognitive performances and the degree of brain atrophy in the ET group, we included the results derived from the uni- and multivariate analysis in whole-brain voxel-based morphometry (VBM) model. Results In ET patients, the univariate analysis showed differences in cognitive tests evaluating executive functions (FAB, MCST-CA), verbal memory-delayed recall (RAVLT-DR), and working memory (Digit Span B). The relative scores were significantly worse compared to controls, although within the normal range (subclinical dysfunctions). The machine learning approach also provided similar findings: tests exploring the executive functions, verbal memory, and language (RAVLT-DR, FAB, COWAT, RAVLT-IR, TOKEN) showed the highest importance rank in classification’s task. Regardless of the explored test, the MRI analysis revealed a correlation (p < 0.005 uncorrected, whole brain) between test scores and widespread areas including cerebellum, inferior and middle frontal cortices, cingulate cortices, and temporal cortex. Conclusion This study improves the knowledge on cognitive impairment in ET, as our findings demonstrate a heterogeneous pattern of cognitive dysfunction involving memory, executive function, and language domains in the ET group. This clinical profile relates with the deep involvement of the cerebellum and its connections with large-scale brain structures, suggesting that changes spreading in wide-ranging brain pathways may contribute to the physiopathology of cognitive dysfunction in ET.
dc.description.departmentDepto. de Farmacología y Toxicología
dc.description.facultyFac. de Medicina
dc.description.refereedTRUE
dc.description.statuspub
dc.identifier.citationNovellino, F., Saccà, V., Salsone, M. et al. Cognitive functioning in essential tremor without dementia: a clinical and imaging study. Neurol Sci 43, 4811–4820 (2022). https://doi.org/10.1007/s10072-022-06045-4
dc.identifier.doi10.1007/s10072-022-06045-4
dc.identifier.essn1590-3478
dc.identifier.issn1590-1874
dc.identifier.officialurlhttps://doi.org/10.1007/s10072-022-06045-4
dc.identifier.relatedurlhttps://link.springer.com/article/10.1007/s10072-022-06045-4#article-info
dc.identifier.urihttps://hdl.handle.net/20.500.14352/109941
dc.journal.titleNeurological Sciences
dc.language.isoeng
dc.page.final4820
dc.page.initial4811
dc.publisherSpringer
dc.rights.accessRightsrestricted access
dc.subject.cdu615.01/.03
dc.subject.keywordEssential tremor
dc.subject.keywordCognitive profile
dc.subject.keywordHippocampus
dc.subject.keywordMemory
dc.subject.keywordStructural MRI
dc.subject.keywordMachine learning
dc.subject.ucmCiencias Biomédicas
dc.subject.unesco24 Ciencias de la Vida
dc.titleCognitive functioning in essential tremor without dementia: a clinical and imaging study
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number43
dspace.entity.typePublication
relation.isAuthorOfPublication6af34e23-e137-4fbd-9119-e470b9b2b600
relation.isAuthorOfPublication.latestForDiscovery6af34e23-e137-4fbd-9119-e470b9b2b600

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