Background Magnetic resonance imaging (MRI) studies have identified brain changes associated with anxiety disorders (ADs), but the results remain mixed, particularly at a younger age. One key predictor of ADs is behavioral inhibition (BI), a childhood tendency for high avoidance of novel stimuli. This study aimed to evaluate the relationships between candidate brain regions, BI, and ADs among children using baseline data from the Adolescent Brain Cognitive Development (ABCD) study.Methods We analyzed global and regional brain volumes of 9,353 children (9-10 years old) in relation to BI and current ADs, using linear mixed models accounting for family clustering and important demographic and socioeconomic covariates. We further investigated whether and how past anxiety was related to brain volumes.Results Among included participants, 249 (2.66%) had a current AD. Larger total white matter (Beta = -0.152; 95% CI [-0.281, -0.023]), thalamus (Beta = -0.168; 95% CI [-0.291, -0.044]), and smaller hippocampus volumes (Beta = 0.094; 95% CI [-0.008, 0.196]) were associated with lower BI scores. Amygdala volume was not related to BI. Larger total cortical (OR = 0.751; 95% CI [0.580;0.970]), amygdala (OR = 0.798; 95%CI [0.666;0.956]), and precentral gyrus (OR = 0.802; 95% CI [0.661;0.973]) volumes were associated with lower odds of currently having ADs. Children with past ADs had smaller total white matter and amygdala volumes.Conclusions The results show associations between brain volumes and both BI and ADs at an early age. Importantly, results suggest that ADs and BI have different neurobiological correlates and that earlier occurrences of ADs may influence brain structures related to BI and ADs, motivating research that can better delineate the similarities and divergence in the neurobiological underpinnings and building blocks of BI and ADs across their development in early life.
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R China
Northwestern Polytech Univ, Sch Comp Sci, Xian, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fan, Huaxin
Liu, Zhaowen
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机构:Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Liu, Zhaowen
Wu, Xinran
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Wu, Xinran
Yu, Gechang
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R China
Chinese Univ Hong Kong, Prince Wales Hosp, Dept Med & Therapeut, Hong Kong, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Yu, Gechang
Gu, Xinrui
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Shanghai Univ, Sino European Sch Technol, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Gu, Xinrui
Kuang, Nanyu
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Kuang, Nanyu
Zhang, Kai
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East China Normal Univ, Sch Comp Sci & Technol, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Zhang, Kai
Liu, Yu
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Liu, Yu
Jia, Tianye
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Univ Cambridge, Behav & Clin Neurosci Inst, Cambridge, England
Univ Cambridge, Dept Psychol, Cambridge, EnglandFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Robbins, Trevor W.
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Schumann, Gunter
Cheng, Wei
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R China
Zhejiang Normal Univ, Fudan ISTBI ZJNU Algorithm Ctr Brain Inspired Inte, Jinhua, Peoples R China
Shanghai Med Coll, Shanghai, Peoples R China
Zhongshan Hosp Immunotherapy Technol Transfer Ctr, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Cheng, Wei
Feng, Jianfeng
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Feng, Jianfeng
Becker, Benjamin
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Univ Hong Kong, State Key Lab Brain & Cognit Sci, Hong Kong, Peoples R China
Univ Hong Kong, Dept Psychol, Hong Kong, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Becker, Benjamin
Zhang, Jie
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Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
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Univ Calif San Diego, Dept Psychol, 9500 Gilman Dr,Mail Code 0043, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Psychiat, 9500 Gilman Dr,Mail Code 0043, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychol, 9500 Gilman Dr,Mail Code 0043, La Jolla, CA 92093 USA
Brown, Sandra A.
Jernigan, Terry L.
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Univ Calif San Diego, Dept Cognit Sci, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychol, 9500 Gilman Dr,Mail Code 0043, La Jolla, CA 92093 USA
Jernigan, Terry L.
Dowling, Gayathri J.
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NIDA, Div Extramural Res, Bethesda, MD USAUniv Calif San Diego, Dept Psychol, 9500 Gilman Dr,Mail Code 0043, La Jolla, CA 92093 USA
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Univ Fukui, Res Ctr Child Mental Dev, Fukui, Japan
Univ Fukui, United Grad Sch Child Dev, Div Dev Higher Brain Funct, Fukui, Japan
Univ Fukui Hosp, Dept Child & Adolescent Psychol Med, Fukui, JapanUniv Fukui, Res Ctr Child Mental Dev, Fukui, Japan
Hamatani, Sayo
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Tomoda, Akemi
Mizuno, Yoshifumi
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Univ Fukui, Res Ctr Child Mental Dev, Fukui, Japan
Univ Fukui, United Grad Sch Child Dev, Div Dev Higher Brain Funct, Fukui, Japan
Univ Fukui Hosp, Dept Child & Adolescent Psychol Med, Fukui, Japan
23-3 Matsuoka Shimoaizuki, Eiheiji, Fukui 9101193, JapanUniv Fukui, Res Ctr Child Mental Dev, Fukui, Japan
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Uniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USAUniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Dufour, Steven C.
Adams, Rachel Sayko
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Brandeis Univ, Heller Sch Social Policy & Management, 415 South St, Waltham, MA USA
Rocky Mt Mental Illness Res Educ & Clin Ctr, Vet Hlth Adm, 1700 N Wheeling St, Aurora, CO 80045 USAUniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Adams, Rachel Sayko
Brody, David L.
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Uniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USAUniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Brody, David L.
Puente, Antonio N.
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George Washington Univ, Sch Med & Hlth Sci, 2120 L St NW,Suite 600, Washington, DC 20052 USAUniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
Puente, Antonio N.
Gray, Joshua C.
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Uniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USAUniformed Serv Univ Hlth Sci, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
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Columbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
New York State Psychiat Inst & Hosp, Div Translat Epidemiol, 1051 Riverside Dr,Unit 24, New York, NY 10032 USAColumbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
van Dijk, Milenna T.
Murphy, Eleanor
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Columbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
New York State Psychiat Inst & Hosp, Div Translat Epidemiol, 1051 Riverside Dr,Unit 24, New York, NY 10032 USAColumbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
Murphy, Eleanor
Posner, Jonathan E.
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Columbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
New York State Psychiat Inst & Hosp, Div Child & Adolescent Psychiat, New York, NY 10032 USAColumbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
Posner, Jonathan E.
Talati, Ardesheer
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Columbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
New York State Psychiat Inst & Hosp, Div Translat Epidemiol, 1051 Riverside Dr,Unit 24, New York, NY 10032 USAColumbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
Talati, Ardesheer
Weissman, Myrna M.
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Columbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA
New York State Psychiat Inst & Hosp, Div Translat Epidemiol, 1051 Riverside Dr,Unit 24, New York, NY 10032 USA
Columbia Univ, Mailman Sch Publ Hlth, New York, NY USAColumbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, Dept Psychiat, New York, NY USA