Brain Functional Magnetic Resonance Imaging Highlights Altered Connections and Functional Networks in Patients With Hypertension

被引:49
作者
Carnevale, Lorenzo [1 ]
Maffei, Angelo [1 ]
Landolfi, Alessandro [1 ]
Grillea, Giovanni [2 ]
Carnevale, Daniela [1 ,3 ]
Lembo, Giuseppe [1 ,3 ]
机构
[1] IRCCS INM Neuromed, Dept AngioCardioNeurol & Translat Med, I-86077 Pozzilli, IS, Italy
[2] IRCCS INM Neuromed, Dept Radiol, Pozzilli, Italy
[3] Sapienza Univ Rome, Dept Mol Med, Pozzilli, Italy
关键词
cognitive dysfunction; dementia; hypertension; magnetic resonance imaging; multimodal imaging; MONTREAL COGNITIVE ASSESSMENT; INTIMAL-MEDIAL THICKNESS; RESTING-STATE FMRI; ALZHEIMERS-DISEASE; RISK-FACTORS; VALIDATION; STROKE; PRESSURE; SOCIETY; IMPACT;
D O I
10.1161/HYPERTENSIONAHA.120.15296
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
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.
引用
收藏
页码:1480 / 1490
页数:11
相关论文
共 45 条
[1]   Resting state fMRI in Alzheimer's disease: beyond the default mode network [J].
Agosta, Federica ;
Pievani, Michela ;
Geroldi, Cristina ;
Copetti, Massimiliano ;
Frisoni, Giovanni B. ;
Filippi, Massimo .
NEUROBIOLOGY OF AGING, 2012, 33 (08) :1564-1578
[2]  
[Anonymous], 1987, Ital J Neurol Sci, VSuppl 8, P1
[3]   Impact of cardiovascular risk factors on cognitive function: The Troms⊘ study [J].
Arntzen, K. A. ;
Schirmer, H. ;
Wilsgaard, T. ;
Mathiesen, E. B. .
EUROPEAN JOURNAL OF NEUROLOGY, 2011, 18 (05) :737-743
[4]   A component based noise correction method (CompCor) for BOLD and perfusion based fMRI [J].
Behzadi, Yashar ;
Restom, Khaled ;
Liau, Joy ;
Liu, Thomas T. .
NEUROIMAGE, 2007, 37 (01) :90-101
[5]   Some theory for Fisher's linear discriminant function, 'naive Bayes', and some alternatives when there are many more variables than observations [J].
Bickel, PJ ;
Levina, E .
BERNOULLI, 2004, 10 (06) :989-1010
[6]   FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI [J].
BISWAL, B ;
YETKIN, FZ ;
HAUGHTON, VM ;
HYDE, JS .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :537-541
[7]  
Caffarra P., 2002, Nuova Riv Neurol, V12, P111
[8]   Innovative MRI Techniques in Neuroimaging Approaches for Cerebrovascular Diseases and Vascular Cognitive Impairment [J].
Carnevale, Lorenzo ;
Lembo, Giuseppe .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (11)
[9]   Brain MRI fiber-tracking reveals white matter alterations in hypertensive patients without damage at conventional neuroimaging [J].
Carnevale, Lorenzo ;
D'Angelosante, Valentina ;
Landolfi, Alessandro ;
Grillea, Giovanni ;
Selvetella, Giulio ;
Storto, Marianna ;
Lembo, Giuseppe ;
Carnevale, Daniela .
CARDIOVASCULAR RESEARCH, 2018, 114 (11) :1536-1546
[10]   SHATTUCK LECTURE The Hypertension Paradox - More Uncontrolled Disease despite Improved Therapy [J].
Chobanian, Aram V. .
NEW ENGLAND JOURNAL OF MEDICINE, 2009, 361 (09) :878-887