TY - JOUR
T1 - Association of peripheral inflammatory markers with connectivity in large-scale functional brain networks of non-demented older adults
AU - Walker, Keenan A.
AU - Gross, Alden L.
AU - Moghekar, Abhay R.
AU - Soldan, Anja
AU - Pettigrew, Corinne
AU - Hou, Xirui
AU - Lu, Hanzhang
AU - Alfini, Alfonso J.
AU - Bilgel, Murat
AU - Miller, Michael I.
AU - Albert, Marilyn S.
AU - Walston, Jeremy
N1 - Funding Information:
This study was supported by a number of grants from the National Institutes of Health (NH), including: R01 AG050560 and P30 AG021334 (for the Johns Hopkins Claude D. Pepper Older Americans Independence Center), U19-AG03365, P50-AG005146 and S10OD021648 (for the BIOCARD study). Dr. Walker was supported by K23-AG064122 and T32-AG027668, and Dr. Gross was supported by K01-AG050699. This research was also supported in part by the Intramural Research Program of the National Institute on Aging, NIH.
Publisher Copyright:
© 2020 Elsevier Inc.
PY - 2020/7
Y1 - 2020/7
N2 - Background: Systemic inflammation has emerged as a risk factor for cognitive decline and Alzheimer's disease, but inflammation's effect on distributed brain networks is unclear. We examined the relationship between peripheral inflammatory markers and subsequent functional connectivity within five large-scale cognitive networks and evaluated the modifying role of cortical amyloid and APOE ε4 status. Methods: Blood levels of soluble tumor necrosis factor-alpha receptor-1 and interleukin 6 were assessed in 176 participants (at baseline mean age: 65 (SD 9) years; 63% women; 85% cognitively normal, 15% mild cognitive impairment (MCI)) and were combined to derive an Inflammatory Index. Approximately six years later, participants underwent resting-state functional magnetic resonance imaging to quantify functional connectivity; a subset of 137 participants also underwent 11C Pittsburgh compound-B (PiB) PET imaging to assess cortical amyloid burden. Results: Using linear regression models adjusted for demographic characteristics and cardiovascular risk factors, a higher Inflammatory Index was associated with lower connectivity within the Default Mode (β = −0.013; 95% CI: −0.023, −0.003) and the Dorsal Attention Networks (β = −0.017; 95% CI: −0.028, −0.006). The strength of these associations did not vary by amyloid status (positive/negative). However, there was a significant interaction between Inflammatory Index and APOE ε4 status, whereby ε4-positive participants with a higher Inflammatory Index demonstrated lower connectivity. Inflammatory Index was unrelated to connectivity within other large-scale cognitive networks (Control, Limbic, and Salience/Ventral Attention networks). Conclusion: Peripheral pro-inflammatory signaling in older adults without dementia, especially among APOE ε4-positive individuals, is associated with altered connectivity within two large-scale cognitive networks.
AB - Background: Systemic inflammation has emerged as a risk factor for cognitive decline and Alzheimer's disease, but inflammation's effect on distributed brain networks is unclear. We examined the relationship between peripheral inflammatory markers and subsequent functional connectivity within five large-scale cognitive networks and evaluated the modifying role of cortical amyloid and APOE ε4 status. Methods: Blood levels of soluble tumor necrosis factor-alpha receptor-1 and interleukin 6 were assessed in 176 participants (at baseline mean age: 65 (SD 9) years; 63% women; 85% cognitively normal, 15% mild cognitive impairment (MCI)) and were combined to derive an Inflammatory Index. Approximately six years later, participants underwent resting-state functional magnetic resonance imaging to quantify functional connectivity; a subset of 137 participants also underwent 11C Pittsburgh compound-B (PiB) PET imaging to assess cortical amyloid burden. Results: Using linear regression models adjusted for demographic characteristics and cardiovascular risk factors, a higher Inflammatory Index was associated with lower connectivity within the Default Mode (β = −0.013; 95% CI: −0.023, −0.003) and the Dorsal Attention Networks (β = −0.017; 95% CI: −0.028, −0.006). The strength of these associations did not vary by amyloid status (positive/negative). However, there was a significant interaction between Inflammatory Index and APOE ε4 status, whereby ε4-positive participants with a higher Inflammatory Index demonstrated lower connectivity. Inflammatory Index was unrelated to connectivity within other large-scale cognitive networks (Control, Limbic, and Salience/Ventral Attention networks). Conclusion: Peripheral pro-inflammatory signaling in older adults without dementia, especially among APOE ε4-positive individuals, is associated with altered connectivity within two large-scale cognitive networks.
KW - Alzheimer's disease
KW - Default mode network
KW - Dorsal attention network
KW - Functional connectivity
KW - Inflammation
KW - Interleukin 6
KW - Resting-state functional magnetic resonance imaging
KW - Tumor necrosis factor
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U2 - 10.1016/j.bbi.2020.01.006
DO - 10.1016/j.bbi.2020.01.006
M3 - Article
C2 - 31935468
AN - SCOPUS:85078210231
SN - 0889-1591
VL - 87
SP - 388
EP - 396
JO - Brain, Behavior, and Immunity
JF - Brain, Behavior, and Immunity
ER -