Abstract

Objectives The respiration could decrease the time synchronization between odor stimulation and data acquisition, consequently deteriorating the functional activation and hemodynamic response function (HRF) in olfactory functional magnetic resonance imaging (fMRI) with a conventional repetition time (TR). In this study, we aimed to investigate whether simultaneous multislice (SMS) technology with reduced TR could improve the blood oxygen level-dependent (BOLD) activation and optimize HRF modeling in olfactory fMRI. Methods Sixteen young healthy subjects with normal olfaction underwent olfactory fMRI on a 3T MRI scanner using a 64 channel head coil. FMRI data were acquired using SMS acceleration at three different TRs: 3000 ms, 1000 ms, and 500 ms. Both metrics of BOLD activation (activated voxels, mean, and maximum t-scores) and the HRF modeling (response height and time to peak) were calculated in the bilateral amygdalae, hippocampi, and insulae. Results The 500 ms and 1000 ms TRs both significantly improved the number of activated voxels, mean, and maximum t-score in the amygdalae and insulae, compared with a 3000 ms TR (all P < 0.05). But the increase of these metrics in the hippocampi did not reach a statistical significance (all P > 0.05). No significant difference in any BOLD activation metrics between TR 500 ms and 1000 ms was observed in all regions of interest (ROIs) (all P > 0.05). The HRF curves showed that higher response height and shorter time to peak in all ROIs were obtained at 500 ms and 1000 ms TRs compared to 3000 ms TR. TR 500 ms had a more significant effect on response height than TR 1000 ms in the amygdalae (P = 0.017), and there was no significant difference in time to peak between TR 500 ms and 1000 ms in all ROIs (all P > 0.05). Conclusions The fast image acquisition technique of SMS with reduced TR could significantly improve the functional activation and HRF curve in olfactory fMRI.

Highlights

  • Functional magnetic resonance imaging has been widely used in evaluating brain functions

  • The application of olfactory Functional magnetic resonance imaging (fMRI) is still challenging due to many methodological and physiological factors, such as complex odor stimulation paradigm [1], magnetic susceptibility artifact at the skull base [2], odor adaptation [3], and especially a subject’s respiration [4]. All these factors result in a poor blood oxygen level-dependent (BOLD) activation and deteriorate the modeling of hemodynamic response function (HRF) in olfactory fMRI

  • The primary goal of the study was to investigate whether simultaneous multislice (SMS) technology with reduced TR could improve the BOLD activation and optimize HRF modeling in olfactory fMRI

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Summary

Introduction

Functional magnetic resonance imaging (fMRI) has been widely used in evaluating brain functions. The application of olfactory fMRI is still challenging due to many methodological and physiological factors, such as complex odor stimulation paradigm [1], magnetic susceptibility artifact at the skull base [2], odor adaptation [3], and especially a subject’s respiration [4]. All these factors result in a poor blood oxygen level-dependent (BOLD) activation and deteriorate the modeling of hemodynamic response function (HRF) in olfactory fMRI. Respiration gating causes the inconsistent onset timing of odor delivery for different subjects, which may increase the complexity of postprocessing in fMRI data analysis. Improvement of BOLD activation and optimization of HRF modeling are needed for a better olfactory application

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