Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline

Background: Alzheimer’s disease (AD) is the leading cause of dementia. A lack of curative treatments and a rapidly aging global population have amplified the need for early biomarkers of the disease process. Recent advances suggest that subjective cognitive decline (SCD) may be one of the earliest s...

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Main Authors: Vanessa Scarapicchia, Mauricio Garcia-Barrera, Stuart MacDonald, Jodie R. Gawryluk
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-12-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2019.00429/full
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spelling doaj-2758ac54b37a4244bf0e3a69ef3febb72020-11-25T03:53:20ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612019-12-011310.3389/fnhum.2019.00429483685Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive DeclineVanessa Scarapicchia0Vanessa Scarapicchia1Mauricio Garcia-Barrera2Mauricio Garcia-Barrera3Stuart MacDonald4Stuart MacDonald5Jodie R. Gawryluk6Jodie R. Gawryluk7Jodie R. Gawryluk8Department Psychology, University of Victoria, Victoria, BC, CanadaInstitute on Aging and Lifelong Health, University of Victoria, Victoria, BC, CanadaDepartment Psychology, University of Victoria, Victoria, BC, CanadaInstitute on Aging and Lifelong Health, University of Victoria, Victoria, BC, CanadaDepartment Psychology, University of Victoria, Victoria, BC, CanadaInstitute on Aging and Lifelong Health, University of Victoria, Victoria, BC, CanadaDepartment Psychology, University of Victoria, Victoria, BC, CanadaInstitute on Aging and Lifelong Health, University of Victoria, Victoria, BC, CanadaDivision of Medical Sciences, University of Victoria, Victoria, BC, CanadaBackground: Alzheimer’s disease (AD) is the leading cause of dementia. A lack of curative treatments and a rapidly aging global population have amplified the need for early biomarkers of the disease process. Recent advances suggest that subjective cognitive decline (SCD) may be one of the earliest symptomatic markers of the AD cascade. Previous studies have identified changes in variability in the blood-oxygen-level-dependent (BOLD) signal in patients with AD, with a possible association between BOLD variability and cerebrovascular factors in the aging brain. The objective of the current study was to determine whether changes in BOLD variability can be identified in individuals with SCD, and whether this signal may be associated with markers of cerebrovascular integrity in SCD and older adults without memory complaints.Method: Data were obtained from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database from 19 participants with SCD and 19 similarly-aged controls. For each participant, a map of BOLD signal variability (SDBOLD) was computed as the standard deviation of the BOLD time-series at each voxel. Group comparisons were performed to examine differences in resting-state SDBOLD in SCD vs. healthy controls. Relationships were then examined between participant SDBOLD maps and neuroimaging markers of white matter vascular infarcts in each group separately.Results: Between-group comparisons showed no significant differences in whole-brain SDBOLD in individuals with SCD and controls. In the healthy aging group, higher white matter hyperintensity (WMH) burden was associated with greater SDBOLD in right temporal regions (p < 0.05), and lower scores on a measure of global executive functioning. These associations were not identified in individuals with SCD.Conclusion: The current study underscores previous evidence for a relationship between SDBOLD and white matter vascular infarcts in the healthy aging brain. The findings also provide evidence for a dissociable relationship between healthy aging and SCD, such that in healthy controls, increased WMH is associated with declines in executive function that is not observed in older adults who present with memory complaints. Further multimodal work is needed to better understand the contributions of vascular pathology to the BOLD signal, and its potential relationship with pathological aging.https://www.frontiersin.org/article/10.3389/fnhum.2019.00429/fullsignal variabilityAlzheimer’s diseasesubjective cognitive declinecerebrovascular healthagingbiomarkers
collection DOAJ
language English
format Article
sources DOAJ
author Vanessa Scarapicchia
Vanessa Scarapicchia
Mauricio Garcia-Barrera
Mauricio Garcia-Barrera
Stuart MacDonald
Stuart MacDonald
Jodie R. Gawryluk
Jodie R. Gawryluk
Jodie R. Gawryluk
spellingShingle Vanessa Scarapicchia
Vanessa Scarapicchia
Mauricio Garcia-Barrera
Mauricio Garcia-Barrera
Stuart MacDonald
Stuart MacDonald
Jodie R. Gawryluk
Jodie R. Gawryluk
Jodie R. Gawryluk
Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline
Frontiers in Human Neuroscience
signal variability
Alzheimer’s disease
subjective cognitive decline
cerebrovascular health
aging
biomarkers
author_facet Vanessa Scarapicchia
Vanessa Scarapicchia
Mauricio Garcia-Barrera
Mauricio Garcia-Barrera
Stuart MacDonald
Stuart MacDonald
Jodie R. Gawryluk
Jodie R. Gawryluk
Jodie R. Gawryluk
author_sort Vanessa Scarapicchia
title Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline
title_short Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline
title_full Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline
title_fullStr Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline
title_full_unstemmed Resting State BOLD Variability Is Linked to White Matter Vascular Burden in Healthy Aging but Not in Older Adults With Subjective Cognitive Decline
title_sort resting state bold variability is linked to white matter vascular burden in healthy aging but not in older adults with subjective cognitive decline
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2019-12-01
description Background: Alzheimer’s disease (AD) is the leading cause of dementia. A lack of curative treatments and a rapidly aging global population have amplified the need for early biomarkers of the disease process. Recent advances suggest that subjective cognitive decline (SCD) may be one of the earliest symptomatic markers of the AD cascade. Previous studies have identified changes in variability in the blood-oxygen-level-dependent (BOLD) signal in patients with AD, with a possible association between BOLD variability and cerebrovascular factors in the aging brain. The objective of the current study was to determine whether changes in BOLD variability can be identified in individuals with SCD, and whether this signal may be associated with markers of cerebrovascular integrity in SCD and older adults without memory complaints.Method: Data were obtained from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database from 19 participants with SCD and 19 similarly-aged controls. For each participant, a map of BOLD signal variability (SDBOLD) was computed as the standard deviation of the BOLD time-series at each voxel. Group comparisons were performed to examine differences in resting-state SDBOLD in SCD vs. healthy controls. Relationships were then examined between participant SDBOLD maps and neuroimaging markers of white matter vascular infarcts in each group separately.Results: Between-group comparisons showed no significant differences in whole-brain SDBOLD in individuals with SCD and controls. In the healthy aging group, higher white matter hyperintensity (WMH) burden was associated with greater SDBOLD in right temporal regions (p < 0.05), and lower scores on a measure of global executive functioning. These associations were not identified in individuals with SCD.Conclusion: The current study underscores previous evidence for a relationship between SDBOLD and white matter vascular infarcts in the healthy aging brain. The findings also provide evidence for a dissociable relationship between healthy aging and SCD, such that in healthy controls, increased WMH is associated with declines in executive function that is not observed in older adults who present with memory complaints. Further multimodal work is needed to better understand the contributions of vascular pathology to the BOLD signal, and its potential relationship with pathological aging.
topic signal variability
Alzheimer’s disease
subjective cognitive decline
cerebrovascular health
aging
biomarkers
url https://www.frontiersin.org/article/10.3389/fnhum.2019.00429/full
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