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Research ArticleResearch Article: New Research, Sensory and Motor Systems

Measures of Spatial Orientation: Spatial Bias Analogs in Visual and Haptic Tasks

Min Jung Kim, Jorge Otero-Millan, Jing Tian and Amir Kheradmand
eNeuro 9 August 2022, 9 (4) ENEURO.0233-22.2022; https://doi.org/10.1523/ENEURO.0233-22.2022
Min Jung Kim
1Johns Hopkins University, Baltimore, Maryland 21287
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Jorge Otero-Millan
2University of California, Berkeley, California, 94720
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Jing Tian
1Johns Hopkins University, Baltimore, Maryland 21287
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Amir Kheradmand
1Johns Hopkins University, Baltimore, Maryland 21287
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  • ORCID record for Amir Kheradmand
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Article Figures & Data

Figures

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  • Figure 1.
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    Figure 1.

    A, The haptic stimulus in the SHV task was a bar that consisted of two pieces with parallel edges mounted on a stepper motor, and the visual stimulus was a red line in the SVV task. In both tasks, the orientation of the stimulus was reported with respect to the perceived vertical. B, Sample time course of 100 trials with responses from the paradigm used in both tasks. The y-axis shows the angle of the stimulus presented, and the color indicates the response for that trial (left, in gray; right, in black). The stimulus angles were presented randomly within a range that started at 180° and then was adjusted based on previous responses (gray sectors in the top circles). C, An example of psychometric fit to the responses in the paradigm. The bias value (SVV/SHV) is determined as the center of the curve (i.e., point of subjective equality), where the probabilities of right and left responses are equal. Precision is determined as the slope of the curve.

  • Figure 2.
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    Figure 2.

    Raw SHV value and the task bias are shown for each hand use and three different head tilt positions. Error bars show the SEM.

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    Figure 3.

    A, individual SHV and SVV measurements are shown for both head tilts on the top plots (left tilt reversed) with the group means (green). The group means for the SHV task with each hand, and those for the SVV task are also shown on the bottom plots (error bars show the SEM). B, SHV and SVV spatial bias for both head tilts are shown on the top plots (left tilt reversed) with the group means (green). The group means of SVV and SHV spatial biases are shown on the bottom plots. These results show that once the effect of hand bias is removed, the SHV spatial biases measured with each hand are similar, and they also conform with the SVV spatial bias.

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    Figure 4.

    The effect of hand use in the haptic task can be removed when the measurements with the head upright are subtracted out from those with the head tilted. In the visual task, however, the change in eye position with head tilt cannot be subtracted out. Accordingly, a difference between SHV and SVV tasks can provide the visuospatial bias in each subject. There is a significant correlation (bottom graph) between the visuospatial biases measured using each hand in the haptic task (Pearson’s correlation: r2 = 0.38, p < 0.001).

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    Figure 5.

    Mean spatial bias measured with each head tilt separated by hand use in right-handers and left-handers. Error bars show the SEM.

Tables

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    Table 1

    SHV and SVV Results with negative values as leftward bias and positive values as rightward bias

    HeadHand usedSHV ± SEM (°)SVV ± SEM (°)Task
    bias ± SEM (°)
    SHV spatial
    bias ± SEM (°)
    SVV spatial
    bias ± SEM (°)
    Left tiltLeft hand−0.2 ± 1.13.9 ± 1.14.4 ± 0.7−4.2 ± 1.53.9 ± 0.74.3 ± 1.04.9 ± 0.7
    Right hand11.8 ± 0.94.9 ± 1.06.9 ± 1.34.4 ± 0.75.4 ± 0.9
    UprightLeft hand−4.2 ± 1.1−0.4 ± 0.4−0.5 ± 0.3−3.7 ± 1.1
    Right hand7.4 ± 1.0−0.5 ± 0.47.9 ± 1.0
    Right tiltLeft hand−8.8 ± 0.9−6.0 ± 1.3−5.2 ± 0.9−2.8 ± 1.5−4.6 ± 0.9−5.6 ± 1.4−4.7 ± 1.0
    Right hand2.8 ± 1.0−4.3 ± 1.37.2 ± 1.5−4.6 ± 0.8−3.8 ± 1.3
    • The task bias was calculated as the difference between the SHV task and the SVV task for each subject. The spatial bias was calculated as the difference between SHV or SVV task values with the head tilted and upright.

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    Table 2

    SHV Bias per head tilt position, hand use, and handedness

    HeadSHV ± SEM (°)
    Left handedRight handed
    Left tiltLeft hand0.2 ± 1.6−0.7 ± 1.4
    Right hand11.2 ± 1.212.5 ± 1.3
    UprightLeft hand−3.7 ± 1.7−4.6 ± 1.4
    Right hand6.7 ± 1.48.1 ± 1.3
    Right tiltLeft hand−9.2 ± 1.4−8.3 ± 1.3
    Right hand2.6 ± 1.33.1 ± 1.5
    • View popup
    Table 3

    SHV and SVV Precision results per head tilt position, hand use, and handedness

    HeadSHV ± SEM (°)SVV ± SEM (°)
    Left tilt3.8 ± 0.2Left hand3.7 ± 0.33.6 ± 0.4 (left handed)2.1 ± 0.1
    3.7 ± 0.5 (right handed)
    Right hand3.9 ± 0.33.8 ± 0.4 (left handed)
    3.9 ± 0.5 (right handed)
    Upright3.6 ± 0.2Left hand3.7 ± 0.33.4 ± 0.3 (left handed)1.1 ± 0.1
    4.0 ± 0.6 (right handed)
    Right hand3.5 ± 0.23.2 ± 0.3 (left handed)
    3.8 ± 0.4 (right handed)
    Right tilt3.7 ± 0.2Left hand3.7 ± 0.33.6 ± 0.3 (left handed)2.1 ± 0.1
    3.9 ± 0.4 (right handed)
    Right hand3.8 ± 0.33.2 ± 0.3 (left handed)
    4.4 ± 0.5 (right handed)
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Measures of Spatial Orientation: Spatial Bias Analogs in Visual and Haptic Tasks
Min Jung Kim, Jorge Otero-Millan, Jing Tian, Amir Kheradmand
eNeuro 9 August 2022, 9 (4) ENEURO.0233-22.2022; DOI: 10.1523/ENEURO.0233-22.2022

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Measures of Spatial Orientation: Spatial Bias Analogs in Visual and Haptic Tasks
Min Jung Kim, Jorge Otero-Millan, Jing Tian, Amir Kheradmand
eNeuro 9 August 2022, 9 (4) ENEURO.0233-22.2022; DOI: 10.1523/ENEURO.0233-22.2022
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