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A description of proxies of cerebellar cognitive reserve in terms of different volumes across lobules is also provided. 36 individuals with MCI underwent neuropsychological (MoCA, MMSE, Clock test, CRIq) assessment and neuroimaging acquisition with magnetic resonance imaging at 3\u00a0T. Simple linear correlations were applied between cerebellar volumes and cognitive measures. Multiple linear regression models were then used to estimate standardized regression coefficients and 95% confidence intervals. Simple linear correlations between cerebellar lobules volumes and cognitive features highlighted a significant association between CRIq_Working activity and specific motor cerebellar volumes: Left_V (\u03c1\u2009=\u20090.40, p\u2009=\u20090.02), Right_V (r\u2009=\u20090.42, p\u2009=\u20090.002), Vermis_VIIIb (\u03c1\u2009=\u20090.47, p\u2009=\u20090.003), Left_X (\u03c1\u2009=\u2009-0.46, p\u2009=\u20090.002) and Vermis_X (r\u2009=\u20090.35, p\u2009=\u20090.03). Furthermore, CRIq_Working activity scores correlated with certain cerebellar lobules implicated in cognition: Left_Crus_II, Vermis VIIb, Left_IX. MMSE was associated only with the Right_VIIB volume (r\u2009=\u20090.35, p\u2009=\u20090.02), while Clock Drawing Test scores correlated with both Left_Crus_I and Right_Crus_I (r\u2009=\u2009-0.42 and r\u2009=\u20090.42, p\u2009=\u20090.02, respectively). This study suggests that a higher cognitive reserve is associated with specific cerebellar lobule volumes and that Working activity may play a predominant role in this association. These findings contribute to the understanding of the relationship between cerebellar volumes and cognitive reserve, highlighting the potential modulatory role of Working activity on cerebellum response to cognitive decline.<\/jats:p>\n                <jats:p><jats:bold>Graphical Abstract<\/jats:bold><\/jats:p>","DOI":"10.1007\/s12311-024-01695-w","type":"journal-article","created":{"date-parts":[[2024,4,19]],"date-time":"2024-04-19T05:01:38Z","timestamp":1713502898000},"page":"1966-1974","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["The Role of Cognitive Reserve in Protecting Cerebellar Volumes of Older Adults with mild Cognitive Impairment"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5899-8000","authenticated-orcid":false,"given":"Maria","family":"Devita","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8550-9356","authenticated-orcid":false,"given":"Giulia","family":"Debiasi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3989-4553","authenticated-orcid":false,"given":"Mariagiulia","family":"Anglani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5064-1672","authenticated-orcid":false,"given":"Chiara","family":"Ceolin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ilaria","family":"Mazzonetto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7433-0414","authenticated-orcid":false,"given":"Chiara","family":"Begliomini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9237-5269","authenticated-orcid":false,"given":"Simone","family":"Cauzzo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cecilia","family":"Raffaelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alessandro","family":"Lazzarin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6345-6836","authenticated-orcid":false,"given":"Adele","family":"Ravelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2166-9590","authenticated-orcid":false,"given":"Alessandra","family":"Bordignon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4966-1312","authenticated-orcid":false,"given":"Marina","family":"De Rui","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9757-856X","authenticated-orcid":false,"given":"Giuseppe","family":"Sergi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6262-6354","authenticated-orcid":false,"given":"Alessandra","family":"Bertoldo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2168-1426","authenticated-orcid":false,"given":"Daniela","family":"Mapelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1687-4493","authenticated-orcid":false,"given":"Alessandra","family":"Coin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,4,19]]},"reference":[{"key":"1695_CR1","doi-asserted-by":"publisher","unstructured":"Manto, M., Bower, J. 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