Internalizing and externalizing problems that emerge during adolescence differentially increase boys' and girls' risk for developing psychiatric disorders. It is not clear, however, whether there are sex differences in the intrinsic functional architecture of the brain that underlie changes in the severity of internalizing and externalizing problems in adolescents. Using resting-state fMRI data and self-reports of behavioral problems obtained from 128 adolescents (73 females; 9-14 years old) at two timepoints, we conducted multivoxel pattern analysis to identify resting-state functional connectivity markers at baseline that predict changes in the severity of internalizing and externalizing problems in boys and girls 2 years later. We found sex-differentiated involvement of the default mode network in changes in internalizing and externalizing problems. Whereas changes in internalizing problems were associated with the dorsal medial subsystem in boys and with the medial temporal subsystem in girls, changes in externalizing problems were predicted by hyperconnectivity between core nodes of the DMN and frontoparietal network in boys and hypoconnectivity between the DMN and affective networks in girls. Our results suggest that different neural mechanisms predict changes in internalizing and externalizing problems in adolescent boys and girls and offer insights concerning mechanisms that underlie sex differences in the expression of psychopathology in adolescence.
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Univ So Calif, Sch Social Work, MRF, Los Angeles, CA 90089 USAUniv So Calif, Sch Social Work, MRF, Los Angeles, CA 90089 USA
Negriff, Sonya
Hillman, Jennifer B.
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Cincinnati Childrens Hosp Med Ctr, Div Adolescent Med, Cincinnati, OH USA
Univ Cincinnati, Coll Med, Cincinnati, OH USAUniv So Calif, Sch Social Work, MRF, Los Angeles, CA 90089 USA
Hillman, Jennifer B.
Dorn, Lorah D.
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Cincinnati Childrens Hosp Med Ctr, Div Adolescent Med, Cincinnati, OH USA
Univ Cincinnati, Coll Med, Cincinnati, OH USAUniv So Calif, Sch Social Work, MRF, Los Angeles, CA 90089 USA
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Florida State Univ, Dept Family & Child Sci, Marriage & Family Therapy Doctoral Program, Tallahassee, FL 32306 USAFlorida State Univ, Dept Family & Child Sci, Marriage & Family Therapy Doctoral Program, Tallahassee, FL 32306 USA
McWey, Lenore M.
Cui, Ming
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Florida State Univ, Dept Family & Child Sci, Marriage & Family Therapy Doctoral Program, Tallahassee, FL 32306 USAFlorida State Univ, Dept Family & Child Sci, Marriage & Family Therapy Doctoral Program, Tallahassee, FL 32306 USA
Cui, Ming
Pazdera, Andrea L.
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Florida State Univ, Dept Family & Child Sci, Marriage & Family Therapy Doctoral Program, Tallahassee, FL 32306 USAFlorida State Univ, Dept Family & Child Sci, Marriage & Family Therapy Doctoral Program, Tallahassee, FL 32306 USA
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Univ Cagliari, Fac Human Studies, Dept Educ, Psychol,Philosophy, Via Is Mirrionis 1, I-09123 Cagliari, ItalyUniv Cagliari, Fac Human Studies, Dept Educ, Psychol,Philosophy, Via Is Mirrionis 1, I-09123 Cagliari, Italy
Vismara, Laura
Sechi, Cristina
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Univ Cagliari, Fac Human Studies, Dept Educ, Psychol,Philosophy, Via Is Mirrionis 1, I-09123 Cagliari, ItalyUniv Cagliari, Fac Human Studies, Dept Educ, Psychol,Philosophy, Via Is Mirrionis 1, I-09123 Cagliari, Italy
Sechi, Cristina
Lucarelli, Loredana
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Univ Cagliari, Fac Human Studies, Dept Educ, Psychol,Philosophy, Via Is Mirrionis 1, I-09123 Cagliari, ItalyUniv Cagliari, Fac Human Studies, Dept Educ, Psychol,Philosophy, Via Is Mirrionis 1, I-09123 Cagliari, Italy