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A positive-negative mode of population covariation links brain connectivity, demographics and behavior.


ABSTRACT: We investigated the relationship between individual subjects' functional connectomes and 280 behavioral and demographic measures in a single holistic multivariate analysis relating imaging to non-imaging data from 461 subjects in the Human Connectome Project. We identified one strong mode of population co-variation: subjects were predominantly spread along a single 'positive-negative' axis linking lifestyle, demographic and psychometric measures to each other and to a specific pattern of brain connectivity.

SUBMITTER: Smith SM 

PROVIDER: S-EPMC4625579 | biostudies-literature | 2015 Nov

REPOSITORIES: biostudies-literature

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A positive-negative mode of population covariation links brain connectivity, demographics and behavior.

Smith Stephen M SM   Nichols Thomas E TE   Vidaurre Diego D   Winkler Anderson M AM   Behrens Timothy E J TE   Glasser Matthew F MF   Ugurbil Kamil K   Barch Deanna M DM   Van Essen David C DC   Miller Karla L KL  

Nature neuroscience 20150928 11


We investigated the relationship between individual subjects' functional connectomes and 280 behavioral and demographic measures in a single holistic multivariate analysis relating imaging to non-imaging data from 461 subjects in the Human Connectome Project. We identified one strong mode of population co-variation: subjects were predominantly spread along a single 'positive-negative' axis linking lifestyle, demographic and psychometric measures to each other and to a specific pattern of brain c  ...[more]

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