Neurodevelopmental imprints of sociomarkers in adolescent brain connectomes.

ABSTRACT: Neural consequences of social disparities are not yet rigorously investigated. How socioeconomic conditions influence children's connectome development remains unknown. This paper endeavors to gauge how precisely the connectome structure of the brain can predict an individual's social environment, thereby inversely assessing how social influences are engraved in the neural development of the Adolescent brain. Utilizing Adolescent Brain and Cognition Development (ABCD) data (9099 children residing in the United States), we found that social conditions both at the household and neighborhood levels are significantly associated with specific neural connections. Solely with brain connectome data, we train a linear support vector machine (SVM) to predict socio-economic conditions of those adoles

SUBMITTER: Kang E 

PROVIDER: S-EPMC11385853 | biostudies-literature | 2024 Sep

REPOSITORIES: biostudies-literature