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Research Articles, Behavioral/Cognitive

Induction and Relief of Curiosity Elicit Parietal and Frontal Activity

Lieke L.F. van Lieshout, Annelinde R.E. Vandenbroucke, Nils C.J. Müller, Roshan Cools and Floris P. de Lange
Journal of Neuroscience 7 March 2018, 38 (10) 2579-2588; https://doi.org/10.1523/JNEUROSCI.2816-17.2018
Lieke L.F. van Lieshout
1Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6500 HB Nijmegen, The Netherlands,
2Department of Psychiatry, Radboud University Medical Centre, 6500 HB Nijmegen, The Netherlands,
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  • ORCID record for Lieke L.F. van Lieshout
Annelinde R.E. Vandenbroucke
1Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6500 HB Nijmegen, The Netherlands,
3Helen Wills Neuroscience Institute, University of California, Berkeley, California 94720-3192, and
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Nils C.J. Müller
1Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6500 HB Nijmegen, The Netherlands,
4Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Centre, 6525 EN Nijmegen, The Netherlands
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Roshan Cools
1Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6500 HB Nijmegen, The Netherlands,
2Department of Psychiatry, Radboud University Medical Centre, 6500 HB Nijmegen, The Netherlands,
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Floris P. de Lange
1Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6500 HB Nijmegen, The Netherlands,
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  • Figure 1.
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    Figure 1.

    A, Schematic figure of Experiments 1 and 3. Participants saw a screen on which a vase with 20 marbles was depicted, either of which could be red or blue, and the points associated with these marbles. Participants were told that one of the marbles would be selected for them and that they would be awarded with the points associated with this marble. Next, participants indicated how curious they were about seeing the outcome of the vase (1–4). There was a 50% chance of seeing the outcome, regardless of the participants' curiosity response. Importantly, a marble was selected in every trial, and participants were awarded with the points associated with this marble, also if they would not see the outcome of a trial. For details on the timing of the experiments, see text (for Experiment 1, see Procedure: behavioral; for Experiment 3, see Procedure: fMRI). B, Schematic figure of Experiment 2. The task was similar to Experiments 1 and 3, except that participants indicated whether they wanted to see the outcome of a trial or not. If they responded “Yes,” they had to wait an additional 3–6 s before the outcome was presented to them and if they responded “No,” the outcome was not presented to them. Still, a marble was selected in every trial and participants were awarded with the points associated with this marble, also if they chose not to see the outcome. For details on the timing of Experiment 2, see Procedure: behavioral.

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    Figure 2.

    Behavioral results of the three experiments. x axis indicates percentile bins of the values of OU (red) and EV (blue). y axis indicates the mean curiosity rating (A,C) or the percentage willingness to wait (B) for each percentile of OU and EV. In all panels, the effects of EV on curiosity are controlled for OU, and the effects of OU on curiosity are controlled for EV. In Experiment 1 (A), curiosity monotonically increased with increasing OU, but there was no significant modulation of curiosity by EV. This was confirmed by the results of Experiment 2 (B), in which the percentage willingness to wait increased with increasing OU, but not with increasing EV. In Experiment 3 (C), curiosity increased with increasing OU, but also with increasing EV, although the magnitude of the modulation by EV was markedly smaller. For details on behavioral data visualization, see Data visualization: behavioral. Error bars indicate SEM.

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    Figure 3.

    Clusters showing a positive (red) or negative (blue) activity as a function of OU. The maps are dual-coded and simultaneously display the contrast estimate (x axis) and unthresholded t values for the curiosity relief contrast (y axis). Thereby, the hue indicates the size of the contrast estimate, and the opacity indicates the height of the t value. Significant clusters (cluster-level corrected, FWE, p < 0.05) are encircled in white. One cluster in the left inferior parietal lobule showed a significant increase in activity with increasing OU, whereas a large network of regions showed a significant increase in activity with decreasing OU. The z coordinates correspond to the standard MNI brain. Neuroimaging data are plotted using a procedure introduced by Allen et al. (2012) and implemented by Zandbelt (2017).

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    Figure 4.

    Clusters showing a positive (red) or negative (blue) activity when comparing relieved versus non-relieved curiosity, at the time of the outcome presentation. Three brain regions showed larger response when curiosity was relieved (Curiosity Relief–Yes > Curiosity Relief–No): the right insula, the right middle orbitofrontal cortex, and the right inferior parietal lobule. When the outcome was withheld (Curiosity Relief–No > Curiosity Relief–Yes), this led to larger response in the right middle occipital gyrus, the left frontal superior gyrus, and the right frontal middle gyrus. Other conventions are as in Figure 3.

Tables

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    Table 1.

    Brain regions associated with OU and EV during curiosity inductiona

    Anatomical regionHemispheretCluster sizeCorrected pCoordinates
    xyz
    OU
        Inferior parietal lobuleLeft5.072300.001−34−5046
    OU-negative
        PrecuneusRight7.20726< 0.0010−4654
        Postcentral gyrusLeft6.67288< 0.001−52−2060
        HippocampusLeft6.331570.007−32−18−16
        Fusiform gyrusLeft6.11587< 0.001−22−42−10
        Temporal superior gyrusRight6.09890< 0.00158−4618
        Temporal middle gyrusLeft5.83249< 0.001−582−20
        Frontal middle gyrusRight5.67421< 0.001241856
        Angular gyrusRight5.62286< 0.00146−7236
        Fusiform gyrusRight5.441190.02928−34−14
        Frontal middle gyrusLeft5.26512< 0.001−222446
        Calcarine sulcusRight5.11255< 0.00116−528
        Temporal middle gyrusRight5.112110.00150−20−14
        Calcarine sulcusLeft5.03652< 0.001−12−6018
        Occipital middle gyrusLeft4.90252< 0.001−38−8238
    EV-negative
        Calcarine sulcusRight5.491300.01214−6018
    Residual curiosity-positive
        Pre-SMALeft4.61258<0.001−82246
    • ↵aSpatial coordinates of local maxima for regions showing activity as a function of OU or EV at the moment of curiosity induction. Coordinates correspond to the standard MNI brain. We used a primary voxel threshold of p < 0.001 (uncorrected) and a cluster-level correction of p < 0.05 (FWE).

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    Table 2.

    Brain regions associated with curiosity reliefa

    Anatomical regionHemispheretCluster sizeCorrected pCoordinates
    xyz
    Curiosity Relief–Yes > Curiosity Relief–No
        InsulaRight6.141240.0183612−12
        Middle orbitofrontal cortexRight5.961180.02342560
        Inferior parietal lobuleRight5.822040.00140−5448
    Curiosity Relief–No > Curiosity Relief–Yes
        Frontal superior gyrusLeft6.141610.005−221266
        Middle occipital gyrusRight6.051076< 0.00136−742
        Frontal middle gyrusRight5.19298< 0.001303448
    • ↵aSpatial coordinates of local maxima for regions showing activity as a function of outcome presentation (or not) at the moment of curiosity relief. Coordinates correspond to the standard MNI brain. We used a primary voxel threshold of p < 0.001 (uncorrected) and a cluster-level correction of p < 0.05 (FWE).

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The Journal of Neuroscience: 38 (10)
Journal of Neuroscience
Vol. 38, Issue 10
7 Mar 2018
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Induction and Relief of Curiosity Elicit Parietal and Frontal Activity
Lieke L.F. van Lieshout, Annelinde R.E. Vandenbroucke, Nils C.J. Müller, Roshan Cools, Floris P. de Lange
Journal of Neuroscience 7 March 2018, 38 (10) 2579-2588; DOI: 10.1523/JNEUROSCI.2816-17.2018

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Induction and Relief of Curiosity Elicit Parietal and Frontal Activity
Lieke L.F. van Lieshout, Annelinde R.E. Vandenbroucke, Nils C.J. Müller, Roshan Cools, Floris P. de Lange
Journal of Neuroscience 7 March 2018, 38 (10) 2579-2588; DOI: 10.1523/JNEUROSCI.2816-17.2018
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Keywords

  • curiosity
  • information prediction error
  • insula
  • outcome uncertainty
  • parietal cortex
  • reward

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