Tony Zhou1, Zongpai Zhang2, Arvind Balachandrasekaran3, Cyrus A. Raji4, James T. Becker5, Lewis H. Kuller6, Yulin Ge7, Oscar L. Lopez8, Weiying Dai2, and H. Michael Gach1,9
1Radiation Oncology, Washington University School of Medicine, Saint Louis, MO, United States, 2Computer Science, State University of New York at Binghamton, Binghamton, NY, United States, 3Boston Children's Hospital, Boston, MA, United States, 4Radiology and Neurology, Washington University School of Medicine, Saint Louis, MO, United States, 5Psychiatry, Psychology, and Neurology, University of Pittsburgh, Pittsburgh, PA, United States, 6Epidemiology, University of Pittsburgh, Pittsburgh, PA, United States, 7Radiology, New York University School of Medicine, New York City, NY, United States, 8Neurology and Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States, 9Radiology and Biomedical Engineering, Washington University School of Medicine, Saint Louis, MO, United States
Synopsis
Keywords: Alzheimer's Disease, Arterial spin labelling
We conducted a longitudinal study to determine if reduced temporoparietal and frontal cerebral blood flow (CBF) in elderly population leads to reduced gray matter volumes (GMVs) in the temporal lobe, or vice versa. We observed smaller GMVs in the temporal pole (TP) region in Alzheimer’s disease (AD) patients. We also found associations of: (1) the TP GMVs with subsequent temporoparietal CBF declines; (2) the TP CBF with its own subsequent GMV changes; and (3) the hippocampal GMVs with longitudinal frontal CBF declines. Hypoperfusion in the temporal lobe may be an early event driving atrophy, followed by temporoparietal and frontal hypoperfusion.
Introduction
Alzheimer’s disease (AD) has been associated with different manifestations, including diminished cerebral blood flow (CBF) (1-3) and gray matter volume (GMV) (4-6). The most consistent findings in the literature for decreased CBF and metabolism of mild cognitive impairment (MCI) and AD are in the temporoparietal region at the early stage and spread to the frontal region at the later stage (7-9). However, gray matter atrophy in the medial temporal lobe (MTL) (10-12), including the hippocampus and entorhinal cortex, was predominantly reported. Dissociated regional patterns of CBF and GMV have been observed in these cohorts (10,13). Indeed, it has been debated whether decreased CBF represents a pathological reduction in blood supply or a response to reduced metabolic demand. One study indicated that hippocampal atrophy occurs earlier than hypoperfusion in the temporoparietal region (14), while other studies indicated that vascular damage and reduced perfusion in the parietal association cortex lead to the initiation and progression of AD pathology in the MTL (15,16). This study took advantage of the longitudinal design of the Cardiovascular Health Study Cognition Study (CHS-CS) to elucidate the temporal relationship between temporoparietal and frontal hypoperfusion and MTL atrophy.Methods
In the CHS-CS, 148 volunteers, including 58 normal controls (NC), 50 MCI, and 40 AD, had perfusion MRIs and T1-weighted structural MRIs during 2002-2003 (Time 2). Sixty-three volunteers had follow-up MRIs (Time 3). Forty of the 63 volunteers had structural MRIs during 1997-1999 (Time 1).
GMV images were derived from the T1-weighted structural MRIs by using the DARTEL-based voxel-based morphometry (VBM) in SPM12. A general linear model (GLM) was performed to examine the GMV differences on a voxel-by-voxel basis between 58 NC, 50 MCI and 40 AD subjects (Time 2) by considering age, gender, and total intracranial volume (TIV) as confounding variables. The corrected cluster-level p values were set to p < 0.05. The clusters with significant GMV differences between the NC and AD groups were considered as GMV regions of interest (ROIs). Because of frequently reported GMV loss in hippocampus (10-12), hippocampal ROIs were added as exploratory GMV ROIs. Two perfusion ROIs, the temporoparietal region and superior medial prefrontal region, were extracted from the clusters with perfusion deficits in AD from our prior cross-sectional study (17).
Multiple linear regression models were used to investigate whether the baseline regional GMVs (Time 1 or Time 2) were related to longitudinal regional perfusion changes (from Time 2 to Time 3) and the baseline regional CBF values (Time 2) were related to longitudinal regional GMV changes (from Time 2 to Time 3).Results
At Time 2, we observed smaller GMVs (p < 0.05) in the temporal pole (TP) region in AD compared to NC and MCI (Fig. 1). We also found association of: (1) the TP CBF at Time 2 with its own subsequent GMV changes for all the subjects (Fig. 2A, p = 0.079) and the subjects with AD progression (all the subjects excluding those in the stable NC group) (Fig. 2B, p = 0.048); (2) the TP GMVs at Time 2 with subsequent temporoparietal CBF declines for all the subjects (Fig. 3A, p = 0.0089) and the subjects with AD progression (Fig. 3B, p = 0.0032); the hippocampal GMVs at Time 2 with subsequent temporoparietal CBF declines from Time 2 to Time 3 for all of the subjects (Fig. 3C, p = 0.027) and for the subjects with AD progression (Fig. 3D, p = 0.012); and (3) the left hippocampal GMVs at Time 1 with subsequent superior medial frontal CBF declines (Fig. 4, p = 0.0343) from Time 2 to Time 3.Discussion
The observed temporal pole region is different from frequently reported early AD atrophic regions, or hippocampal and entorhinal areas (18-21). By contrast, using the 1997-1999 CHS-CS cohort, we observed significant hippocampal atrophy in AD in a prior publication (22). We postulated that the observed atrophy in the temporal pole region reflects brain structural atrophy in a more advanced stage of AD compared to our prior 1997-1999 cohort.
We found that baseline atrophy in the left temporal pole and left hippocampal regions was correlated with subsequent perfusion decline in the temporoparietal region, suggesting that GMV in the temporal lobe is a strong indicator of future perfusion decline in the adjacent vessel territory.
We observed that baseline hippocampal GMVs (rather than GMVs in the temporal pole region) were associated with perfusion decline in the superior medial frontal region 4-5 years later. This data directly supports that hippocampal atrophy occurs earlier than atrophy in the temporal pole region.
Longitudinal GMV changes were found to be associated with baseline brain perfusion in the temporal pole region but not in the hippocampal region. Failure to find the association between hippocampal perfusion and its atrophy may be caused by the cohort that we analyzed being in the relatively advanced stage and relative older age group as mentioned earlier.Conclusion
Reduced CBF in the temporal lobe may be an early event driving its own atrophy, followed by temporoparietal and frontal hypoperfusion. Boosting CBF at a critical stage may be an effective strategy for slowing AD process. Acknowledgements
This research was supported by contracts HHSN268201200036C, HHSN268200800007C, HHSN268201800001C, N01HC55222, N01HC85079, N01HC85080, N01HC85081, N01HC85082, N01HC85083, N01HC85086, 75N92021D00006, and grants U01HL080295 and U01HL130114 from the National Heart, Lung, and Blood Institute (NHLBI), with additional contribution from the National Institute of Neurological Disorders and Stroke (NINDS). Additional support was provided by R01AG023629 from the National Institute on Aging (NIA). A full list of principal CHS investigators and institutions can be found at CHS-NHLBI.org. References
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