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Articles, Behavioral/Systems/Cognitive

Convergence between Lesion-Symptom Mapping and Functional Magnetic Resonance Imaging of Spatially Selective Attention in the Intact Brain

Pascal Molenberghs, Céline R. Gillebert, Ronald Peeters and Rik Vandenberghe
Journal of Neuroscience 26 March 2008, 28 (13) 3359-3373; https://doi.org/10.1523/JNEUROSCI.5247-07.2008
Pascal Molenberghs
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Céline R. Gillebert
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Ronald Peeters
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Rik Vandenberghe
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  • Figure 1.
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    Figure 1.

    A, Lesion distribution volume. The color code indicates in how many individuals of our patient sample (n = 20) a given voxel was lesioned, in absolute numbers (ranging from 1 to 6). In our sample, a maximum of six of the patients had a same voxel lesioned. B, Lesion-symptom map. Green, Voxels that, when lesioned, are associated with a significantly higher accuracy cost during contralesional minus ipsilesional orienting trials when stimuli are presented bilaterally and symmetrically than with unilateral double stimulation (LESS index). Statistical test: Student's t test (corrected p < 0.05). C, Same analysis as in B except for the use of a Brunner-Munzel instead of a Student's t test (corrected p < 0.05). D, Lesion-symptom map. Red, Voxels that, when lesioned, are associated with a significant accuracy cost during contralesional versus ipsilesional orienting under bilateral symmetrical stimulation conditions. Student's t test (corrected p < 0.05). L, Left; R, right.

  • Figure 2.
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    Figure 2.

    Experimental paradigm applied in patients and during fMRI in healthy volunteers. A central instructive cue (200 ms) pointed to one of the four quadrants. After a 200 ms delay, a relevant grating was presented in the cued quadrant together with an irrelevant grating. Subjects were instructed to fixate a central fixation point and press a left-hand or right-hand key depending on the orientation of the target grating. A–C, The distracter could be either in the quadrant symmetrical to that occupied by the target (A), in the other quadrant of the same hemifield (B), or in the diagonally opposite quadrant (C). In this example, distracter and target have different orientations, but in reality, the orientation could be either the same or different.

  • Figure 3.
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    Figure 3.

    Regression plot. x-axis, LESS index; y-axis, lesion size (in cubic centimeters).

  • Figure 4.
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    Figure 4.

    A, Main fMRI experiment. Brain activity map for the contrast of bilateral symmetrical stimulation minus unilateral vertical stimulation. Thresholded at uncorrected p < 0.001. B, C, Main fMRI experiment. Time-activity curves in the left (B) and right (C) IPS cluster, respectively, shown in A. Percentage of BOLD signal change averaged over all 23 healthy participants and all 3 × 3 × 3 mm3 voxels within the left (total number of voxels, 62) or right (total number of voxels, 22) IPS cluster, respectively. x-axis, Time in seconds. Dark blue, Left-sided attention, bilateral symmetrical stimulation; red, right-sided attention, bilateral symmetrical stimulation; cyan, left-sided attention, unilateral double stimulation along a vertical axis; black, right-sided attention, unilateral double stimulation. D, E, Effect of axis of configuration across hemifields. Green, Left-sided attention, bilateral diagonal stimulation; magenta, right-sided attention, bilateral diagonal stimulation. D, Percentage of BOLD signal change averaged over all 18 participants and all 62 voxels of the left IPS cluster shown in A. E, Percentage of BOLD signal change averaged over all 18 participants and all voxels of the right IPS area of overlap shown in yellow in Figure 6. Had we averaged all 22 voxels of the right IPS cluster shown in A, the profile would have been practically identical to that of the area of overlap. F, G, Sensory control experiment. F, Percentage of BOLD signal change averaged over all 12 participants and all 62 voxels of the left IPS cluster shown in A. G, Percentage of BOLD signal change averaged over all 12 participants and all voxels of the right IPS area of overlap shown in yellow in Figure 6. L, Left; R, right.

  • Figure 5.
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    Figure 5.

    Main experiment. Time activity curve of the left occipitotemporal cluster of activity obtained by contrasting bilateral symmetrical stimulation minus unilateral double stimulation. Percentage of BOLD signal change was averaged for all 23 participants and all 34 voxels belonging to this cluster. The color code is identical to that used in Figure 4.

  • Figure 6.
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    Figure 6.

    Overlap (yellow) between lesion-symptom map (green; Fig. 1B) and fMRI activity map (red; Fig. 4A). Projection on the cortical surface using CARET (http://brainmap.wustl.edu). A set of selected activity and rTMS peaks from the literature has also been added (Sereno et al., 2001; Woldorff et al., 2004; Hung et al., 2005; Kincade et al., 2005; Summerfield et al., 2006; Cicek et al., 2007; Molenberghs et al., 2007: Ruff et al., 2008). RH, Right hemisphere.

  • Figure 7.
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    Figure 7.

    Lesion visualization in each of the four patients who had a pathological LESS index. The lesion is shown in white. Case numbers correspond to those in Table 1.

  • Figure 8.
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    Figure 8.

    fMRI experiments in healthy volunteers. Left-sided and right-sided attention trials have been pooled. A, B, Orientation control experiment. A, Stimulus display. B, Time activity curve in the right IPS volume of overlap (Fig. 6, yellow), averaged over all four participants. C, D, Replication of the results from the main experiment in elderly controls. C, Stimulus display. D, Time activity curve in the right IPS volume of overlap, averaged over all eight participants E, F, Effect of display symmetry. E, Stimulus display. F, Time-activity curves, averaged over all 11 participants and all voxels belonging to the right IPS volume of overlap. G, H, Effect of axis of configuration within hemifields. G, Stimulus display. H, Time-activity curves. y-axis, Percentage BOLD signal increase, averaged over all eight participants and all voxels belonging to the right IPS volume of overlap.

Tables

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    Table 1.

    Behavioral parameters

    CaseAgeSexLesionLesion size (mm3)TimeExtinction L/B/RBells L/M/RBisection (%)DSHand usedContralesional orientingIpsilesional orientingLESS
    B symm (%)U vert (%)B symm (%)U vert (%)
    2080MR6461718 weeks10/5/103/1/0+6.35R64949497−27
    1762MR896664 d10/3/102/0/0+5.35R47585842−27
    1154MR302485 d10/8/102/0/0+6.65R65769885−24
    1042MR434486 d4/3/104/3/1+18.77R46607970−23
    561ML184527 d10/10/100/0/1−5.27L89979492−10
    1635ML644439 weeks10/10/100/0/0−1.04R9710010094−9
    1279FR407562 weeks10/10/102/1/1−3.85R86919797−5
    368FR1099822 weeks10/10/100/0/0−3.07R899797100−5
    1944MR16120713 weeks10/10/100/0/0+5.06R869497100−5
    160MR2961824 weeks10/10/101/1/0−1.87R97100100100−3
    464MR10722828 weeks10/10/103/0/1+4.15R58646467−3
    1562FL1700619 weeks10/10/100/0/0−0.46R92899286−3
    1466ML9509418 weeks10/10/101/1/2−0.57R10096100960
    255MR256820 weeks10/10/101/0/0−3.65L939286861
    737ML112093 weeks10/10/100/0/0−0.45R10095100972
    937FR84802 weeks10/10/102/0/1+0.99R767678802
    1861FL102531 weeks10/10/100/0/0−2.06R948994945
    876ML39665 d10/10/101/1/2−4.64R929783979
    1365MR494592 weeks10/10/101/1/1+4.06R9792929710
    652MR1430721 weeks10/10/102/1/0−5.95R8372949714
    • Cases were numbered consecutively but are ranked in this table in increasing order of LESS index. Bold values indicate significant difference between individual's score on the experimental task and control group [modified ttest, statistical threshold two-tailed p< 0.05 (Crawford and Garthwaite, 2005)]. Bold and underlined values indicate statistical threshold two-tailed p< 0.005 (Crawford and Garthwaite, 2005). LESS, Difference in accuracy based on the contrast [contralesional orienting, symmetrical stimulation minus ipsilesional orienting, symmetrical stimulation] − [contralesional orienting, contralesional stimulation minus ipsilesional orienting, ipsilesional stimulation]; L, left; R, right; B, bilateral; M, middle; Bells, number of omissions on the Bells test; Bisection, positive values are deviations to the patient's right side; Hand used, hand used in the experimental task; DS, digit span forward; B symm, bilateral symmetrical; U vert, unilateral vertical.

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    Table 2.

    Behavioral parameters obtained in the two psychophysical experiments

    Bilateral symmetricalUnilateral verticalBilateral diagonalUnilateral single
    First psychophysical experiment
        RT (ms)845 (160)819 (160)818 (146)789 (161)
        Percentage correct (%)78.8 (7.8)81.7 (7.7)82.0 (9.4)82.9 (9.0)
        Mean number of saccades per run0.78 (0.39)0.79 (0.43)0.70 (0.60)0.90 (0.47)
    Second psychophysical experiment
        RT (ms)735 (174)692 (168)700 (162)655 (151)
        Percentage correct (%)87.4 (10.4)88.5 (11.1)88.3 (9.3)90.8 (7.8)
        Mean number of saccades per run0.88 (0.67)0.89 (0.78)0.87 (0.83)0.97 (0.79)
    • Values are mean and SD.

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    Table 3.

    Behavioral parameters

    Bilateral symmetricalUnilateral doubleSingleBilateral diagonal
    Main experiment
        Reaction times (ms)797 (146)780 (142)786 (147)
        % Correct91.5 (7.5)91.6 (7.6)89.4 (10.2)
        Saccades per run0.66 (0.42)0.72 (0.31)0.56 (0.54)
    Effect of configuration axis across hemifields
        Reaction times (ms)857 (179)847 (172)845 (170)
        % Correct71.6 (9.9)70.9 (10.3)71.8 (8.8)
        Saccades per run0.60 (0.32)0.67 (0.49)0.54 (0.29)
    • View popup
    Table 4.

    Reassessment of the three patients who initially had a pathological LESS index

    CaseTime (weeks)ContraIpsiInter (LESS)ContraIpsiInterContraIpsiInter
    B symm (%)U vert (%)B symm (%)U vert (%)B asymm (%)Corr vert (%)B asymm (%)Corr vert (%)Hor unilat (%)Vert unilat (%)Hor unilat (%)Vert unilat (%)
    206858677869−1856787569−2853787575−25
    176458696764−1456696461−1656666363−10
    1016489898983−6979492972817878810
    • The interaction refers to the difference between contralesional (Contra) and ipsilesional (Ipsi) orienting with horizontally configured stimuli versus vertically configured stimuli. B, Bilateral; symm, symmetrical; asymm, asymmetrical; Hor, horizontal; Vert, vertical; U unilateral; corr, corresponding; Inter, interaction. Bold indicates significant difference from 10 age-matched healthy controls at two-tailed p< 0.05 (Crawford and Garthwaite, 2005); underlined, significantly different from controls at two-tailed p< 0.005.

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The Journal of Neuroscience: 28 (13)
Journal of Neuroscience
Vol. 28, Issue 13
26 Mar 2008
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Convergence between Lesion-Symptom Mapping and Functional Magnetic Resonance Imaging of Spatially Selective Attention in the Intact Brain
Pascal Molenberghs, Céline R. Gillebert, Ronald Peeters, Rik Vandenberghe
Journal of Neuroscience 26 March 2008, 28 (13) 3359-3373; DOI: 10.1523/JNEUROSCI.5247-07.2008

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Convergence between Lesion-Symptom Mapping and Functional Magnetic Resonance Imaging of Spatially Selective Attention in the Intact Brain
Pascal Molenberghs, Céline R. Gillebert, Ronald Peeters, Rik Vandenberghe
Journal of Neuroscience 26 March 2008, 28 (13) 3359-3373; DOI: 10.1523/JNEUROSCI.5247-07.2008
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