Hypertension is one of the main risk factors for vascular dementia and Alzheimer disease. To predict the onset of these diseases, it is necessary to develop tools to detect the early effects of vascular risk factors on the brain. Resting-state functional magnetic resonance imaging can investigate how the brain modulates its resting activity and analyze how hypertension impacts cerebral function. Here, we used resting-state functional magnetic resonance imaging to explore brain functional-hemodynamic coupling across different regions and their connectivity in patients with hypertension, as compared to subjects with normotension. In addition, we leveraged multimodal imaging to identify the signature of hypertension injury on the brain. Our study included 37 subjects (18 normotensives and 19 hypertensives), characterized by microstructural integrity by diffusion tensor imaging and cognitive profile, who were subjected to resting-state functional magnetic resonance imaging analysis. We mapped brain functional connectivity networks and evaluated the connectivity differences among regions, identifying the altered connections in patients with hypertension compared with subjects with normotension in the (1) dorsal attention network and sensorimotor network; (2) dorsal attention network and visual network; (3) dorsal attention network and frontoparietal network. Then we tested how diffusion tensor imaging fractional anisotropy of superior longitudinal fasciculus correlates with the connections between dorsal attention network and default mode network and Montreal Cognitive Assessment scores with a widespread network of functional connections. Finally, based on our correlation analysis, we applied a feature selection to highlight those most relevant to describing brain injury in patients with hypertension. Our multimodal imaging data showed that hypertensive brains present a network of functional connectivity alterations that correlate with cognitive dysfunction and microstructural integrity.
机构:
Capital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Beijing Inst Brain Disorders, Ctr Alzheimers Dis, Beijing, Peoples R China
Natl Clin Res Ctr Geriatr Disorders, Beijing, Peoples R ChinaCapital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Chen, Guan-Qun
Zhang, Xin
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机构:
Fourth Mil Med Univ, Tangdu Hosp, Dept Radiol, Xian, Shaanxi, Peoples R ChinaCapital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Zhang, Xin
Xing, Yue
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机构:
Univ Nottingham, Div Clin Neurosci, Queens Med Ctr, Radiol Sci, Nottingham, England
Univ Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, EnglandCapital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Xing, Yue
Wen, Dong
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机构:
Yanshan Univ, Sch Informat Sci & Engn, Qinhuangdao, Peoples R China
Yanshan Univ, Key Lab Software Engn Hebei Prov, Qinhuangdao, Peoples R ChinaCapital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Wen, Dong
Cui, Guang-Bin
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机构:
Fourth Mil Med Univ, Tangdu Hosp, Dept Radiol, Xian, Shaanxi, Peoples R ChinaCapital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Cui, Guang-Bin
Han, Ying
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机构:
Capital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
Beijing Inst Brain Disorders, Ctr Alzheimers Dis, Beijing, Peoples R China
Natl Clin Res Ctr Geriatr Disorders, Beijing, Peoples R China
Beijing Inst Geriatr, Beijing, Peoples R China
PKUCare Rehabil Hosp, Beijing, Peoples R ChinaCapital Med Univ, XuanWu Hosp, Dept Neurol, Beijing, Peoples R China
机构:
Univ Ulsan, Coll Med, Ulsan Univ Hosp, Dept Occupat & Environm Med, Ulsan 682060, South KoreaKyungpook Natl Univ, Dept Med & Biol Engn, Daegu, South Korea
Kim, Yangho
Chang, Yongmin
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Kyungpook Natl Univ, Dept Med & Biol Engn, Daegu, South Korea
Kyungpook Natl Univ, Dept Radiol, Sch Med, Daegu, South Korea
Kyungpook Natl Univ, Sch Med, Dept Mol Med, Daegu, South KoreaKyungpook Natl Univ, Dept Med & Biol Engn, Daegu, South Korea
机构:
Mind Res Network, Albuquerque, NM 87106 USA
Lovelace Biomed & Environm Res Inst, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Yu, Qingbao
Allen, Elena A.
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Mind Res Network, Albuquerque, NM 87106 USA
Lovelace Biomed & Environm Res Inst, Albuquerque, NM 87106 USA
Univ Bergen, Dept Biol & Med Psychol, Bergen, NorwayMind Res Network, Albuquerque, NM 87106 USA
Allen, Elena A.
Sui, Jing
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机构:
Mind Res Network, Albuquerque, NM 87106 USA
Lovelace Biomed & Environm Res Inst, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Sui, Jing
Arbabshirani, Mohammad R.
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机构:
Mind Res Network, Albuquerque, NM 87106 USA
Lovelace Biomed & Environm Res Inst, Albuquerque, NM 87106 USA
Univ New Mexico, Dept ECE, Albuquerque, NM 87106 USAMind Res Network, Albuquerque, NM 87106 USA
Arbabshirani, Mohammad R.
Pearlson, Godfrey
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机构:
Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Yale Univ, Dept Psychiat, New Haven, CT 06520 USA
Yale Univ, Dept Neurobiol, New Haven, CT 06520 USAMind Res Network, Albuquerque, NM 87106 USA
Pearlson, Godfrey
Calhoun, Vince D.
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Mind Res Network, Albuquerque, NM 87106 USA
Lovelace Biomed & Environm Res Inst, Albuquerque, NM 87106 USA
Univ New Mexico, Dept ECE, Albuquerque, NM 87106 USA
Yale Univ, Dept Psychiat, New Haven, CT 06520 USA
Yale Univ, Dept Neurobiol, New Haven, CT 06520 USAMind Res Network, Albuquerque, NM 87106 USA