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Research ArticleNew Research, Cognition and Behavior

Nociceptive-Evoked Potentials Are Sensitive to Behaviorally Relevant Stimulus Displacements in Egocentric Coordinates

M. Moayedi, G. Di Stefano, M. T. Stubbs, B. Djeugam, M. Liang and G. D. Iannetti
eNeuro 10 June 2016, 3 (3) ENEURO.0151-15.2016; https://doi.org/10.1523/ENEURO.0151-15.2016
M. Moayedi
1Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, United Kingdom
2Faculty of Dentistry, University of Toronto, Toronto, M5G 1G6 Canada
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  • ORCID record for M. Moayedi
G. Di Stefano
1Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, United Kingdom
3Department of Neurology and Psychiatry, Sapienza University of Rome, Rome 00185, Italy
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M. T. Stubbs
1Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, United Kingdom
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B. Djeugam
1Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, United Kingdom
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M. Liang
1Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, United Kingdom
4School of Medical Imaging and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University, Tianjin 300203, China
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G. D. Iannetti
1Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, United Kingdom
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  • Figure 1.
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    Figure 1.

    Effect of stimulus location change and posture on laser-evoked vertex potentials (Experiment 1). Group-level average waveforms elicited by trains of three laser stimuli (S1-S2-S3). Displayed signals are recorded from the vertex (Cz, nose reference). S1 and S2 were always delivered on the same body site (hand [H] or foot [F]). S3 was always delivered on the hand. Thus, S3 was delivered either on the same body site as S1 and S2 (HHH, no spatial change) or on a different body site (FFH, spatial change). During the experiment the subject held two postures: far (with the hand and foot ∼100 cm apart, top), and near (with the hand and foot next to each other, ∼10 cm apart, bottom). x-axis, time (s); y-axis, amplitude (μV). Scalp maps obtained at peak latency of the N2 and P2 waves show the vertex potential elicited by S3.

  • Figure 2.
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    Figure 2.

    Effect of changes in posture and stimulus location on the laser-evoked vertex potential (Experiment 1). Left, Schematic of the 2 × 2 design used. Right, Statistical effects of the interaction for posture and spatial change on the S3 response, assessed using a repeated-measures ANOVA performed on each subject’s average waveform at the vertex (Cz; nose reference). Bar graphs represent group-level N2 and P2 wave amplitudes (mean ±SE). Scalp maps show the repeated-measures ANOVA results (F values) across all recorded electrodes, for the N2 and P2 waves. *p<0.05

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    Figure 3.

    Effect of stimulus location change and target limb on vertex potentials (Experiment 2). Group-level average waveforms elicited by S1, S2, and S3. Displayed signals are recorded from the vertex (Cz, nose reference). S1 and S2 were always delivered on the same body site (hand or foot). In the hand condition (top), S3 was delivered on the hand. Thus, when S3 was on a different body site than S1 and S2 (ie, in triplets FFH) the stimulation pattern produced a spatial progression of the stimulus toward the core of the body. In the foot condition (bottom), S3 was always on the foot. Thus, when S3 was on a different body site than S1 and S2 (ie, in triplets HHF) the stimulation pattern produced a spatial progression of the stimulus away from the core of the body. x-axis, time (s); y-axis, amplitude (μV). Scalp maps obtained at peak latency of the N2 and P2 waves show the vertex potential elicited by S3.

  • Figure 4.
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    Figure 4.

    Significant interaction between the effects of stimulus location change and target limb on the N2 amplitude (Experiment 2). The N2 amplitude of the S3 response was assessed using a repeated-measures ANOVA performed on each subject’s average waveform at the vertex (Cz; nose reference). There was a significant target limb × spatial change interaction (F(1,11) = 13.89, p = 0.003), indicating that the N2 was significantly dishabituated only when the stimulus displacement produced a spatial progression toward the core of the body. Graph data represent mean ±SEM. Scalp maps show the repeated-measures ANOVA results (F values) across all electrodes, for the N2 and P2 waves.

  • Figure 5.
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    Figure 5.

    Effect of stimulus location change and hand position on vertex potentials (Experiment 3). Group-level average waveforms elicited by S1, S2, and S3. Displayed signals are recorded from the vertex (Cz, nose reference). S1 and S2 were always delivered on the same body site (hand or foot). S3 was always delivered on the hand. Thus, S3 was delivered either on the same body site as S1 and S2 (HHH, no spatial change) or on a different body site (FFH, spatial change). During the experiment the subject held their hand in two alternative positions at the same height: either next to the left side of the trunk (condition near-to-trunk), or extended out to the left, as far away as possible from the trunk (condition far-from-trunk). x-axis, time (s); y-axis, amplitude (μV). Scalp maps obtained at peak latency of the N2 and P2 waves show the vertex potential elicited by S3.

Tables

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    Table 2.

    Summary of ANOVA results (Experiment 1)

    Fp
    N1 wave
    Main effect of posture5.400.035
    Main effect of spatial change2.750.344
    Interaction between posture and spatial change4.630.048
    N2 wave
    Main effect of posture7.740.014
    Main effect of spatial change20.18<0.001
    Interaction between posture and spatial change7.580.015
    P2 wave
    Main effect of posture1.310.270
    Main effect of spatial change0.680.424
    Interaction between posture and spatial change4.080.062
    • Significant effects (p<0.05) are highlighted in bold.

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    Table 3.

    Summary of ANOVA results (Experiment 2)

    Fp
    N2 wave
    Main effect of target limb4.490.054
    Main effect of spatial change20.070.001
    Interaction between target limb and spatial change13.890.003
    P2 wave
    Main effect of target limb5.660.03
    Main effect of spatial change2.550.13
    Interaction between target limb and spatial change0.220.64
    • Significant effects (p<0.05) are highlighted in bold.

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    Table 4.

    Summary of ANOVA results (Experiment 3)

    Fp
    N2 wave
    Main effect of hand position0.510.487
    Main effect of spatial change14.40.002
    Interaction between target limb and spatial change2.620.129
    P2 wave
    Main effect of hand position2.800.118
    Main effect of spatial change3.030.105
    Interaction between target limb and spatial change0.110.741
    • Significant effects (p<0.05) are highlighted in bold.

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    Table 1.

    Statistical tables

    LinesData structureType of testPower1
    aNormal distributionRM-MANOVA0.021
    b (FFH far)Normal distributionPaired t test7.95; 4.20, 11.69
    c (FFH near)Normal distributionPaired t test4.23; 0.75, 7.70
    d (HHH far)Normal distributionPaired t test10.07; 5.97, 14.18
    e (HHH near)Normal distributionPaired t test6.68; 3.22, 10.14
    fNormal distributionRM-ANOVA0.236
    gNormal distributionRM-ANOVA0.336
    hNormal distributionPaired t test−0.84; −1.67, 0.0082
    iNormal distributionPaired t test−3.86; −5.59, −2.14
    jNormal distributionPaired t test−0.16; −0.25, 0.56
    kNormal distributionPaired t test−1.14; −2.58, 0.30
    lNormal distributionRM-ANOVA0.214
    mNormal distributionRM-MANOVA0.129
    nNormal distributionPaired t test0.26; 0.10, 0.43
    o (FFF)Non-normal distributionWilcoxon signed rank test0.98
    p (FFH)Non-normal distributionWilcoxon signed rank test0.88
    q (HHF)Normal distributionPaired t test11.61; 6.26, 16.97
    r (HHH)Normal distributionPaired t test12.57; 7.78, 17.36
    sNormal distributionRM-ANOVA0.515
    tApproximate normal distribution2RM-ANOVA0.017
    uNormal distributionPaired t test−3.4; −4.99, 1.88
    vNormal distributionPaired t test0.12; −0.83, 1.1
    wNormal distributionRM-MANOVA0.034
    x (FFH far)Normal distributionPaired t test7.42; 1.11, 13.75
    y (FFH near)Normal distributionPaired t test9.02; 3.35, 14.69
    z (HHH far)Normal distributionPaired t test8.23; 1.93, 14.52
    aa (HHH near)Normal distributionPaired t test13.57; 3.99, 23.16
    bbNormal distributionRM-ANOVA0.168
    ccNormal distributionPaired t test−2.88; −5.22, −0.55
    ddNormal distributionPaired t test−4.88; −7.69, −2.07
    eeNormal distributionRM-ANOVA0.009
    • ↵1 Power for t tests is shown as: mean difference, lower bound of 95% confidence interval, upper bound of 95% confidence interval; Power for RM-ANOVA is partial η2 of interaction of interest; Power for Wilcoxon signed rank test is test statistic/rank (W/S).

    • ↵2 RM-ANOVA is robust against normality violations, and thus only requires approximate normal distribution. Only the P2 HHH condition violated the normality assumption based on the Shapiro–Wilks test.

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Nociceptive-Evoked Potentials Are Sensitive to Behaviorally Relevant Stimulus Displacements in Egocentric Coordinates
M. Moayedi, G. Di Stefano, M. T. Stubbs, B. Djeugam, M. Liang, G. D. Iannetti
eNeuro 10 June 2016, 3 (3) ENEURO.0151-15.2016; DOI: 10.1523/ENEURO.0151-15.2016

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Nociceptive-Evoked Potentials Are Sensitive to Behaviorally Relevant Stimulus Displacements in Egocentric Coordinates
M. Moayedi, G. Di Stefano, M. T. Stubbs, B. Djeugam, M. Liang, G. D. Iannetti
eNeuro 10 June 2016, 3 (3) ENEURO.0151-15.2016; DOI: 10.1523/ENEURO.0151-15.2016
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Keywords

  • nociception
  • threat detection
  • attentional reorientation
  • vertex potential
  • saliency
  • body schema
  • EEG
  • laser-evoked potentials (LEPs)

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