Adolescent substance use is a significant public health problem and there is a need for effective substance use preventions. To develop effective preventions, it is important to identify neurobiological risk factors that predict increases in substance use in adolescence and to understand potential sex differences in risk mechanisms. The present study used functional magnetic resonance imaging and hierarchical linear modeling to examine negative emotion-and reward-related neural responses in early adolescence predicting growth in substance use to middle adolescence in 81 youth, by sex. Adolescent neural responses to negative emotional stimuli and monetary reward receipt were assessed at age 12-14. Adolescents reported on substance use at age 12-14 and at 6 month, and 1, 2, and 3 year follow-ups. Adolescent neural responses did not predict initiation of substance use (yes/no), but, among users, neural responses predicted growth in substance use frequency. For girls, heightened right amygdala responses to negative emotional stimuli in early adolescence predicted growth in substance use frequency through middle adolescence. For boys, blunted left nucleus accumbens and bilateral ventromedial prefrontal cortex responses to monetary reward predicted growth in substance use frequency. Findings suggest different emotion and reward-related predictors of the development of substance use for adolescent girls versus boys.
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Uniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Uniformed Serv Univ Hlth Sci, Mil Cardiovasc Outcomes Res Program MiCOR, Bethesda, MD 20814 USA
Metis Fdn, San Antonio, TX USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Lavender, Jason M.
King, Wendy C.
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Univ Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA 15260 USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
King, Wendy C.
Kalarchian, Melissa A.
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Duquesne Univ, Sch Nursing, Pittsburgh, PA 15219 USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Kalarchian, Melissa A.
Devlin, Michael J.
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Columbia Univ, New York State Psychiat Inst, Vagelos Coll Phys & Surg, New York, NY USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Devlin, Michael J.
Hinerman, Amanda
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Univ Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA 15260 USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Hinerman, Amanda
Gunstad, John
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Kent State Univ, Dept Psychol Sci, Kent, OH 44242 USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Gunstad, John
Marcus, Marsha D.
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Univ Pittsburgh, Sch Med, Dept Psychiat, Pittsburgh, PA USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Marcus, Marsha D.
Mitchell, James E.
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Neuropsychiat Res Inst, Fargo, ND USAUniformed Serv Univ Hlth Sci, Dept Med, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
机构:
New York State Psychiat Inst & Hosp, New York, NY USA
Columbia Univ, Dept Psychiat, New York, NY USA
1051 Riverside Dr,Unit 47, New York, NY 10032 USANew York State Psychiat Inst & Hosp, New York, NY USA
Cycowicz, Yael M.
Cuchacovich, Sharon
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New York State Psychiat Inst & Hosp, New York, NY USANew York State Psychiat Inst & Hosp, New York, NY USA
Cuchacovich, Sharon
Cheslack-Postava, Keely
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New York State Psychiat Inst & Hosp, New York, NY USA
Columbia Univ, Dept Psychiat, New York, NY USANew York State Psychiat Inst & Hosp, New York, NY USA
Cheslack-Postava, Keely
Merrin, Jacob
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PGSP Stanford Consortium, Palo Alto, CA USANew York State Psychiat Inst & Hosp, New York, NY USA
Merrin, Jacob
Hoven, Christina W.
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New York State Psychiat Inst & Hosp, New York, NY USA
Columbia Univ, Dept Psychiat, New York, NY USA
Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USANew York State Psychiat Inst & Hosp, New York, NY USA
Hoven, Christina W.
Rodriguez-Moreno, Diana V.
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New York State Psychiat Inst & Hosp, New York, NY USA
Columbia Univ, Dept Psychiat, New York, NY USANew York State Psychiat Inst & Hosp, New York, NY USA
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Ide, Jaime S.
Zhornitsky, Simon
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Zhornitsky, Simon
Chao, Herta H.
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Yale Univ, Sch Med, Dept Med, New Haven, CT 06510 USA
VA Connecticut Healthcare Syst, West Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Chao, Herta H.
Zhang, Sheng
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Zhang, Sheng
Hu, Sien
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
SUNY Coll Oswego, Dept Psychol, Oswego, NY USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Hu, Sien
Wang, Wuyi
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Wang, Wuyi
Krystal, John H.
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Yale Univ, Sch Med, Dept Neurosci, New Haven, CT USA
Yale Univ, Interdept Neurosci Program, New Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Krystal, John H.
Li, Chiang-Shan R.
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Yale Univ, Sch Med, Dept Neurosci, New Haven, CT USA
Yale Univ, Interdept Neurosci Program, New Haven, CT USAYale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Michalska, Kalina J.
Kinzler, Katherine D.
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Univ Chicago, Dept Psychol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Kinzler, Katherine D.
Decety, Jean
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Univ Chicago, Dept Psychol, Chicago, IL 60637 USA
Univ Chicago, Dept Psychiat, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA