Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2016 Oct;26(10):3953-3963.
doi: 10.1093/cercor/bhw233. Epub 2016 Aug 13.

Longitudinal Evidence for Dissociation of Anterior and Posterior MTL Resting-State Connectivity in Aging: Links to Perfusion and Memory

Affiliations

Longitudinal Evidence for Dissociation of Anterior and Posterior MTL Resting-State Connectivity in Aging: Links to Perfusion and Memory

Alireza Salami et al. Cereb Cortex. 2016 Oct.

Abstract

Neuroimaging studies of spontaneous signal fluctuations as measured by resting-state functional magnetic resonance imaging have revealed age-related alterations in the functional architecture of brain networks. One such network is located in the medial temporal lobe (MTL), showing structural and functional variations along the anterior-posterior axis. Past cross-sectional studies of MTL functional connectivity (FC) have yielded discrepant findings, likely reflecting the fact that specific MTL subregions are differentially affected in aging. Here, using longitudinal resting-state data from 198 participants, we investigated 5-year changes in FC of the anterior and posterior MTL. We found an opposite pattern, such that the degree of FC within the anterior MTL declined after age 60, whereas elevated FC within the posterior MTL was observed along with attenuated posterior MTL-cortical connectivity. A significant negative change-change relation was observed between episodic-memory decline and elevated FC in the posterior MTL. Additional analyses revealed age-related cerebral blood flow (CBF) increases in posterior MTL at the follow-up session, along with a positive relation of elevated FC and CBF, suggesting that elevated FC is a metabolically demanding alteration. Collectively, our findings indicate that elevated FC in posterior MTL along with increased local perfusion is a sign of brain aging that underlie episodic-memory decline.

Keywords: episodic memory, functional connectivity, longitudinal, anterior and posterior MTL, perfusion.

PubMed Disclaimer

Figures

Figure 1.
Figure 1.
Two resting-state ICA components along the longitudinal hippocampal axis (2 different illustration methods). aMTL (red; left peak cluster XYZ: −28 −12 −20; right peak cluster XYZ: 28 −10 −22) and pMTL (green; left peak cluster XYZ: −18 −32 −14, left peak sub-cluster XYZ: −18 −26 −12; right peak cluster XYZ: 16 −30 −12, right peak sub-cluster XYZ: 18 −24 −10) RSNs (at the group level) are overlaid on the sample-specific template created using DARTEL. The white line represents Uncal apex landmark (Y = −21) which has been shown to be a reliable landmark for long-axis segmentation of the HC (Poppenk et al. 2013).
Figure 2.
Figure 2.
Longitudinal changes of the aMTL and pMTL for 3 different ICA-driven measures (voxel-wise connectivity, global connectivity, and amplitude) after post-ICA motion correction. (A) Longitudinal changes in global FC (across the whole RSN shown in Fig. 1) of the aMTL (red) and the pMTL (green). An assumption-free general additive model (GAM) as a function of age was fitted to accurately describe changes across the adult lifespan. The shading represents ± 1 standard error. (B) Longitudinal increase in amplitude of the pMTL shown using GAM with a contour reflecting % 95 confidence band. (C) voxel-wise changes in FC of the aMTL and pMTL. The slice panel indicates brain regions exhibiting longitudinal decline (in red) and elevation (in green) for the aMTL and the pMTL, respectively. The unit for the global FC is percent signal changes (intensity normalization followed by no scaling; See method section).
Figure 3.
Figure 3.
(A) Association between FC and CBF in pMTL (XYZ: 28 −32 −12; r = 0.23, P = 0.006). (B) Age-related increases in CBF of the pMTL (P = 7.6×10−5). A finite difference approximation of the first derivative along with 95% confidence limits confirmed a reliable increase in pMTL perfusion beginning at age 70 years.
Figure 4.
Figure 4.
Changes in episodic memory in relation to changes in FC of the pMTL. (A) The slide panel indicates a brain regions (in yellow) of the whole pMTL (in red) in which longitudinal changes in FC are associated with changes in episodic memory. (B) Scatter plot displays change–change association between FC of the pMTL and episodic memory.

Similar articles

Cited by

References

    1. Achard S, Bullmore E. 2007. Efficiency and cost of economical brain functional networks. PLoS Comput Biol. 3:e17. - PMC - PubMed
    1. Allen EA, Damaraju E, Plis SM, Erhardt EB, Eichele T, Calhoun VD. 2014. Tracking whole-brain connectivity dynamics in the resting state. Cereb Cortex. 24:663–676. - PMC - PubMed
    1. Allen EA, Erhardt EB, Damaraju E, Gruner W, Segall JM, Silva RF, Havlicek M, Rachakonda S, Fries J, Kalyanam R, et al. . 2011. A baseline for the multivariate comparison of resting-state networks. Front Syst Neurosci. 5:2. - PMC - PubMed
    1. Allen EA, Erhardt EB, Wei Y, Eichele T, Calhoun VD. 2012. Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study. Neuroimage. 59:4141–4159. - PMC - PubMed
    1. Alsop DC, Casement M, de Bazelaire C, Fong T, Press DZ. 2008. Hippocampal hyperperfusion in Alzheimer‘s disease. Neuroimage. 42:1267–1274. - PMC - PubMed

Publication types

MeSH terms