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As a result, we found a positive correlation between alcohol consumption and the functional connectivity in frontal, parietal, and frontoparietal connections. Once this relationship was described, multivariate linear regression analyses were used to evaluate the predictive capacity of functional connectivity in conjunction with other neuroanatomical and behavioral variables described in the literature. Finally, the multivariate linear regression analysis determined the importance of anatomical and functional variables in the prediction of alcohol consumption but failed to find associations with impulsivity, sensation seeking, and executive function scales. In conclusion, the predictive traits obtained in these models were closely associated with changes occurring during adolescence, suggesting the existence of different paths in neurodevelopment that have the potential to influence adolescents\u2019 relationship with alcohol consumption.<\/jats:p>","DOI":"10.1073\/pnas.2320805121","type":"journal-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T12:10:41Z","timestamp":1728389441000},"update-policy":"https:\/\/doi.org\/10.1073\/pnas.cm10313","source":"Crossref","is-referenced-by-count":5,"title":["Adolescent alcohol consumption predicted by differences in electrophysiological functional connectivity and neuroanatomy"],"prefix":"10.1073","volume":"121","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0630-0373","authenticated-orcid":false,"given":"Alberto","family":"del Cerro-Le\u00f3n","sequence":"first","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Experimental Psychology, Cognitive Processes and Speech Therapy, Faculty of Psychology, Universidad Complutense de Madrid, Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis","family":"Fernando Ant\u00f3n-Toro","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Psychology, University Camilo Jos\u00e9 Cela, Madrid 28692, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Danylyna","family":"Shpakivska-Bilan","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Experimental Psychology, Cognitive Processes and Speech Therapy, Faculty of Psychology, Universidad Complutense de Madrid, Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcos","family":"Uceta","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Cellular Biology, Faculty of Biology, Complutense University of Madrid, Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5487-1608","authenticated-orcid":false,"given":"Alejandro","family":"Santos-Mayo","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Psychology, University of Florida, Gainesville, FL 32612"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pablo","family":"Cuesta","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Health Research Institute of the Hospital Cl\u00ednico San Carlos (IdISSC), Madrid 28040, Spain"},{"name":"Department of Radiology, Faculty of Medicine, Complutense University of Madrid, Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1007-900X","authenticated-orcid":false,"given":"Ricardo","family":"Bru\u00f1a","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Radiology, Faculty of Medicine, Complutense University of Madrid, Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7268-745X","authenticated-orcid":false,"given":"Luis M.","family":"Garc\u00eda-Moreno","sequence":"additional","affiliation":[{"name":"Department of Psychobiology and Methodology in Behavioral Science, Faculty of Education, Complutense University of Madrid, Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fernando","family":"Maest\u00fa","sequence":"additional","affiliation":[{"name":"Center of Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Department of Experimental Psychology, Cognitive Processes and Speech Therapy, Faculty of Psychology, Universidad Complutense de Madrid, Madrid 28040, Spain"},{"name":"Health Research Institute of the Hospital Cl\u00ednico San Carlos (IdISSC), Madrid 28040, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"341","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"key":"e_1_3_5_1_2","unstructured":"J. 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