Regional Hurst Exponent Reflects Impulsivity-Related Alterations in Fronto-Hippocampal Pathways Within the Waiting Impulsivity Network
In general, the Hurst exponent. is used as a measure of long-term memory of time series. In previous neuroimaging studies, H has been introduced as one important parameter to define resting-state networks, reflecting upon global scale-free properties emerging from a network. H has been examined in t...
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Veröffentlicht in: | Frontiers in physiology 2020-07, Vol.11, p.827-827 |
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Zusammenfassung: | In general, the Hurst exponent. is used as a measure of long-term memory of time series. In previous neuroimaging studies,
H
has been introduced as one important parameter to define resting-state networks, reflecting upon global scale-free properties emerging from a network.
H
has been examined in the waiting impulsivity (WI) network in an earlier study. We found that alterations of
H
in the anterior cingulate cortex (
H
A
C
C
) and the nucleus accumbens (
H
N
A
c
c
) were lower in high impulsive (highIMP) compared to low impulsive (lowIMP) participants. Following up on those findings, we addressed the relation between altered fractality in
H
A
C
C
and
H
N
A
c
c
and brain activation and neural network connectivity. To do so, brain activation maps were calculated, and network connectivity was determined using the Dynamic Causal Modeling (DCM) approach. Finally, 1–
H
scores were determined to quantify the alterations of
H
. This way, the focus of the analyses was placed on the potential effects of alterations of
H
on neural network activation and connectivity. Correlation analyses between the alterations of
H
A
C
C
/
H
N
A
c
c
and activation maps and DCM estimates were performed. We found that the alterations of
H
predominantly correlated with fronto-hippocampal pathways and correlations were significant only in highIMP subjects. For example, alterations of
H
A
C
C
was associated with a decrease in neural activation in the right HC in combination with increased ACC-hippocampal connectivity. Alteration in
H
N
A
c
c
, in return, was related to an increase in bilateral prefrontal activation in combination with increased fronto-hippocampal connectivity. The findings, that the WI network was related to
H
alteration in highIMP subjects indicated that impulse control was not reduced
per se
but lacked consistency. Additionally,
H
has been used to describe long-term memory processes before, e.g., in capital markets, energy future prices, and human memory. Thus, current findings supported the relation of
H
toward memory processing even when further prominent cognitive functions were involved. |
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ISSN: | 1664-042X 1664-042X |
DOI: | 10.3389/fphys.2020.00827 |