TY - JOUR
T1 - A neural network that links brain function, white-matter structure and risky behavior
AU - Kohno, Milky
AU - Morales, Angelica M.
AU - Guttman, Zoe
AU - London, Edythe D.
N1 - Funding Information:
The research described here was funded in part by NIH grants P20 DA022539, R01 DA020726, a grant from Philip Morris USA, and endowments from the Thomas P. and Katherine K. Pike Chair in Addiction Studies and the Marjorie M. Greene Trust. M Kohno and A Morales were supported by training grant T32 DA 024635. None of the sponsors were involved with the design, collection, analysis or interpretation of data, writing the manuscript or the decision to submit the manuscript for publication.
Publisher Copyright:
© 2017 The Authors
PY - 2017/4/1
Y1 - 2017/4/1
N2 - The ability to evaluate the balance between risk and reward and to adjust behavior accordingly is fundamental to adaptive decision-making. Although brain-imaging studies consistently have shown involvement of the dorsolateral prefrontal cortex, anterior insula and striatum during risky decision-making, activation in a neural network formed by these regions has not been linked to structural connectivity. Therefore, in this study, white-matter connectivity was measured with diffusion-weighted imaging in 40 healthy research participants who performed the Balloon Analogue Risk Task, a test of risky decision-making, during fMRI. Fractional anisotropy within a network that includes white-matter pathways connecting four regions (the prefrontal cortex, insula and midbrain to the striatum) was positively correlated with the number of risky choices and total amount earned on the task, and with the parametric modulation of activation in regions within the network to the level of risk during choice selection. Furthermore, analysis using a mixed model demonstrated how relationships of the parametric modulation of activation in each of the four aforementioned regions are related to risk probabilities, and how previous trial outcomes and task progression influence the choice to take risk. The present findings provide the first direct evidence that white-matter integrity is linked to function within previously identified components of a network that is activated during risky decision-making, and demonstrate that the integrity of white-matter tracts is critical in consolidating and processing signals between cortical and striatal circuits during the decision-making process.
AB - The ability to evaluate the balance between risk and reward and to adjust behavior accordingly is fundamental to adaptive decision-making. Although brain-imaging studies consistently have shown involvement of the dorsolateral prefrontal cortex, anterior insula and striatum during risky decision-making, activation in a neural network formed by these regions has not been linked to structural connectivity. Therefore, in this study, white-matter connectivity was measured with diffusion-weighted imaging in 40 healthy research participants who performed the Balloon Analogue Risk Task, a test of risky decision-making, during fMRI. Fractional anisotropy within a network that includes white-matter pathways connecting four regions (the prefrontal cortex, insula and midbrain to the striatum) was positively correlated with the number of risky choices and total amount earned on the task, and with the parametric modulation of activation in regions within the network to the level of risk during choice selection. Furthermore, analysis using a mixed model demonstrated how relationships of the parametric modulation of activation in each of the four aforementioned regions are related to risk probabilities, and how previous trial outcomes and task progression influence the choice to take risk. The present findings provide the first direct evidence that white-matter integrity is linked to function within previously identified components of a network that is activated during risky decision-making, and demonstrate that the integrity of white-matter tracts is critical in consolidating and processing signals between cortical and striatal circuits during the decision-making process.
KW - Diffusion tensor imaging
KW - Functional magnetic resonance imaging
KW - Risky decision making
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U2 - 10.1016/j.neuroimage.2017.01.058
DO - 10.1016/j.neuroimage.2017.01.058
M3 - Article
C2 - 28131889
AN - SCOPUS:85011286677
SN - 1053-8119
VL - 149
SP - 15
EP - 22
JO - NeuroImage
JF - NeuroImage
ER -