Nonlinear Asymmetric Blood Oxygenation Level Dependent Responses in Somatosensory Cortex

Blood oxygenation level dependent (BOLD) responses in fMRI have previously been shown to be nonlinear with regard to changes in stimulus parameters, and as a result they may be asymmetric when comparing stimulus increases with decreases from an initial condition. We measured BOLD responses to varying vibrotactile stimuli of the hand digits in a monkey, including both increases and decreases in intensity and duration, relative to different levels of initial activation. Across variations in stimulus duration and intensity, positive and negative BOLD responses were asymmetric and nonlinear. Moreover, the asymmetry between positive and negative responses was manifest at different levels of baseline activation. The results confirm that the use of a common hemodynamic response function for increases and decreases in activity may underestimate the magnitude of decreases in activation. Electrophysiological recordings from multi-electrode arrays also revealed nonlinear and asymmetric features in multi-unit activities, linking neural firing properties to the nonlinear BOLD profiles.

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Publication Details

Journal
Human Brain Mapping
Published
2026-04-01
DOI
https://doi.org/10.1002/hbm.70523
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
0.00

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article

Nonlinear Asymmetric Blood Oxygenation Level Dependent Responses in Somatosensory Cortex

Pai‐Feng Yang, Arabinda Mishra, John C. Gore, Feng Wang et al.
Human Brain Mapping
Neural dynamics and brain function
article

Nonlinear Asymmetric Blood Oxygenation Level Dependent Responses in Somatosensory Cortex

Pai‐Feng Yang, Arabinda Mishra, John C. Gore, Feng Wang, Li Min Chen
article en

Abstract

Blood oxygenation level dependent (BOLD) responses in fMRI have previously been shown to be nonlinear with regard to changes in stimulus parameters, and as a result they may be asymmetric when comparing stimulus increases with decreases from an initial condition. We measured BOLD responses to varying vibrotactile stimuli of the hand digits in a monkey, including both increases and decreases in intensity and duration, relative to different levels of initial activation. Across variations in stimulus duration and intensity, positive and negative BOLD responses were asymmetric and nonlinear. Moreover, the asymmetry between positive and negative responses was manifest at different levels of baseline activation. The results confirm that the use of a common hemodynamic response function for increases and decreases in activity may underestimate the magnitude of decreases in activation. Electrophysiological recordings from multi-electrode arrays also revealed nonlinear and asymmetric features in multi-unit activities, linking neural firing properties to the nonlinear BOLD profiles.

Human Brain MappingVol. 47(5)
Vanderbilt University (US), Vanderbilt University Medical Center (US)
Vanderbilt University, National Institutes of Health, National Institute of Neurological Disorders and Stroke
Openalex Percentile: Top 18%
Neural dynamics and brain function
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Nonlinear Asymmetric Blood Oxygenation Level Dependent Responses in Somatosensory Cortex — Pai‐Feng Yang, Arabinda Mishra, et al. · Human Brain Mapping (2026) | TGRS Research Map | TGRS