TY - JOUR
T1 - Increased brain fractional perfusion in obesity using intravoxel incoherent motion (IVIM) MRI metrics
AU - Motger-Albertí, Anna
AU - de la Calle, Elena
AU - Giménez, Mònica
AU - Blasco, Gerard
AU - Biarnés, Carles
AU - Arnoriaga-Rodríguez, María
AU - Puig, Josep
AU - Coll-Martínez, Clàudia
AU - Contreras-Rodríguez, Oren
AU - Fernández-Real, José Manuel
N1 - © 2024 The Authors. Obesity published by Wiley Periodicals LLC on behalf of The Obesity Society.
PY - 2024/4
Y1 - 2024/4
N2 - Objective: This research seeks to shed light on the associations between brain perfusion, cognitive function, and mental health in individuals with and without obesity. Methods: In this study, we employed the noninvasive intravoxel incoherent motion (IVIM) magnetic resonance imaging (MRI) technique to examine brain fractional perfusion (FP) in two groups: individuals with obesity (N = 72) and healthy controls (N = 66). Additionally, we investigated potential associations between FP, cognitive function, and depressive symptoms in the participants with and without obesity. Finally, artificial intelligence algorithms (Boruta analysis) were also used. Results: Participants with obesity exhibited increased FP within dopaminergic brain circuits, particularly involving prefrontal cortex areas, anterior and posterior sections of the cingulate cortex, the right striatum, and the midbrain. Additionally, these individuals demonstrated lower working memory and higher depressive symptoms compared to the control group. Notably, higher FP in the inferior temporal and occipital cortices correlated with greater depressive symptoms, whereas increased FP in the right ventral caudate and the midbrain was associated with better working memory performance. A link between inflammatory and metabolic variables, with a particular emphasis on monocytes, and FP in obesity was also evidenced by Boruta analysis. Conclusions: Increased brain perfusion in individuals with obesity is associated with cognitive function and mental health through interaction with metabolic and inflammatory factors.
AB - Objective: This research seeks to shed light on the associations between brain perfusion, cognitive function, and mental health in individuals with and without obesity. Methods: In this study, we employed the noninvasive intravoxel incoherent motion (IVIM) magnetic resonance imaging (MRI) technique to examine brain fractional perfusion (FP) in two groups: individuals with obesity (N = 72) and healthy controls (N = 66). Additionally, we investigated potential associations between FP, cognitive function, and depressive symptoms in the participants with and without obesity. Finally, artificial intelligence algorithms (Boruta analysis) were also used. Results: Participants with obesity exhibited increased FP within dopaminergic brain circuits, particularly involving prefrontal cortex areas, anterior and posterior sections of the cingulate cortex, the right striatum, and the midbrain. Additionally, these individuals demonstrated lower working memory and higher depressive symptoms compared to the control group. Notably, higher FP in the inferior temporal and occipital cortices correlated with greater depressive symptoms, whereas increased FP in the right ventral caudate and the midbrain was associated with better working memory performance. A link between inflammatory and metabolic variables, with a particular emphasis on monocytes, and FP in obesity was also evidenced by Boruta analysis. Conclusions: Increased brain perfusion in individuals with obesity is associated with cognitive function and mental health through interaction with metabolic and inflammatory factors.
KW - Artificial Intelligence
KW - Brain/diagnostic imaging
KW - Diffusion Magnetic Resonance Imaging/methods
KW - Humans
KW - Magnetic Resonance Imaging
KW - Obesity/diagnostic imaging
KW - Perfusion
KW - Impact
KW - Dopamine
KW - Segmentation
KW - Depression
KW - Risk
KW - Tissue
KW - Adults
KW - Cerebral-blood-flow
KW - Age
UR - http://www.scopus.com/inward/record.url?scp=85186462544&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/ae165608-5ac2-3729-bfe0-03bfa606f4b3/
U2 - 10.1002/oby.24001
DO - 10.1002/oby.24001
M3 - Article
C2 - 38383843
AN - SCOPUS:85186462544
SN - 1930-7381
VL - 32
SP - 756
EP - 767
JO - Obesity
JF - Obesity
IS - 4
ER -