TY - JOUR
T1 - Cardiometabolic state links neurovascular burden with brain structure and function
T2 - Evidence from EEG and MRI
AU - Franco-O'Byrne, Daniel
AU - Castro-Laguardia, Ana M.
AU - Delgado, Carolina
AU - Shine, James M.
AU - Huepe, David
AU - González-Gomez, Raul
AU - Tagliazucchi, Enzo
AU - Gonzalez-Campo, Cecilia
AU - Ibañez, Agustín
AU - Medel, Vicente
N1 - Publisher Copyright:
© 2025
PY - 2025/8/1
Y1 - 2025/8/1
N2 - Aging affects brain structure and function alongside metabolic and vascular processes leading to energetic impairments. While local neurometabolic dysfunction in aging is well-documented, the influence of systemic cardiometabolic and vascular markers on brain structure and function remains less understood. We examine the link between cardiometabolic dysfunction (measured by an allostatic load index) and neurovascular burden (measured by white matter hyperintensities), and their associations with brain changes, including ventricular and hippocampal volume, as well as EEG activity, across the adult lifesplan. Analyzing data from 196 healthy individuals across ages (20–75 years), we found a significant positive correlation between allostatic load index and white-matter hyperintensities, irrespective of age. White matter hyperintensities are also positively linked with ventricular enlargement, but not hippocampal atrophy. The allostatic load index mediated the relationship between white-matter hyperintensities and ventricular volume. Regarding brain function, changes in the spectral aperiodic exponent but not periodic alpha power were linked to white matter hyperintensities and the allostatic load index. The allostatic load index also mediated the relationship between spectral aperiodic exponent and white matter hyperintensities. Thus, findings suggest that the cardiometabolic state, as measured by the allostatic load index, plays a crucial role in brain health in aging, particularly influencing ventricular enlargement and increased aperiodic activity.
AB - Aging affects brain structure and function alongside metabolic and vascular processes leading to energetic impairments. While local neurometabolic dysfunction in aging is well-documented, the influence of systemic cardiometabolic and vascular markers on brain structure and function remains less understood. We examine the link between cardiometabolic dysfunction (measured by an allostatic load index) and neurovascular burden (measured by white matter hyperintensities), and their associations with brain changes, including ventricular and hippocampal volume, as well as EEG activity, across the adult lifesplan. Analyzing data from 196 healthy individuals across ages (20–75 years), we found a significant positive correlation between allostatic load index and white-matter hyperintensities, irrespective of age. White matter hyperintensities are also positively linked with ventricular enlargement, but not hippocampal atrophy. The allostatic load index mediated the relationship between white-matter hyperintensities and ventricular volume. Regarding brain function, changes in the spectral aperiodic exponent but not periodic alpha power were linked to white matter hyperintensities and the allostatic load index. The allostatic load index also mediated the relationship between spectral aperiodic exponent and white matter hyperintensities. Thus, findings suggest that the cardiometabolic state, as measured by the allostatic load index, plays a crucial role in brain health in aging, particularly influencing ventricular enlargement and increased aperiodic activity.
KW - Aperiodic activity
KW - Cardiometabolic state
KW - Neurovascular burden
KW - Ventricular enlargement
KW - White matter hyperintensities
UR - https://www.scopus.com/pages/publications/105007764039
U2 - 10.1016/j.neuroimage.2025.121308
DO - 10.1016/j.neuroimage.2025.121308
M3 - Article
AN - SCOPUS:105007764039
SN - 1053-8119
VL - 316
JO - NeuroImage
JF - NeuroImage
M1 - 121308
ER -