Research Paper
Open Access
Brain network structural connectome abnormalities among youth with attention-deficit/hyperactivity disorder at varying risk for bipolar I disorder: a cross-sectional graph-based magnetic resonance imaging study
Ziyu Zhu, Du Lei, Kun Qin, Xiuli Li, Wenbin Li, Maxwell J. Tallman, L. Rodrigo Patino, David E. Fleck, Veronica Aghera, Qiyong Gong, John A. Sweeney, Robert K. McNamara and Melissa P. DelBello
J Psychiatry Neurosci August 29, 2023 48 (4) E315-E324; DOI: https://doi.org/10.1503/jpn.220209
Ziyu Zhu
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDDu Lei
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDKun Qin
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDXiuli Li
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDWenbin Li
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDMaxwell J. Tallman
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
BSL. Rodrigo Patino
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
MD, MsCDavid E. Fleck
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDVeronica Aghera
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
BSQiyong Gong
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
MD, PhDJohn A. Sweeney
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDRobert K. McNamara
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
PhDMelissa P. DelBello
From the Huaxi MR Research Center (HMRRC), Department of Radiology, The Center for Medical Imaging, West China Hospital of Sichuan University, Chengdu, China (Zhu, Qin, X. Li, Gong); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH (Zhu, Qin, Tallman, Patino, Fleck, Aghera, Sweeney, McNamara, DelBello); the College of Medical Informatics, Chongqing Medical University, Chongqing, China (Lei); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (X. Li); the Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (W. Li); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Gong); the Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China (Gong)
MD, MS
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Brain network structural connectome abnormalities among youth with attention-deficit/hyperactivity disorder at varying risk for bipolar I disorder: a cross-sectional graph-based magnetic resonance imaging study
Ziyu Zhu, Du Lei, Kun Qin, Xiuli Li, Wenbin Li, Maxwell J. Tallman, L. Rodrigo Patino, David E. Fleck, Veronica Aghera, Qiyong Gong, John A. Sweeney, Robert K. McNamara, Melissa P. DelBello
J Psychiatry Neurosci Aug 2023, 48 (4) E315-E324; DOI: 10.1503/jpn.220209
Brain network structural connectome abnormalities among youth with attention-deficit/hyperactivity disorder at varying risk for bipolar I disorder: a cross-sectional graph-based magnetic resonance imaging study
Ziyu Zhu, Du Lei, Kun Qin, Xiuli Li, Wenbin Li, Maxwell J. Tallman, L. Rodrigo Patino, David E. Fleck, Veronica Aghera, Qiyong Gong, John A. Sweeney, Robert K. McNamara, Melissa P. DelBello
J Psychiatry Neurosci Aug 2023, 48 (4) E315-E324; DOI: 10.1503/jpn.220209
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