The effect of general anesthesia on the test-retest reliability of resting-state fMRI metrics and optimization of scan length.
Publication/Presentation Date
1-1-2022
Abstract
Resting-state functional magnetic resonance imaging (rs-fMRI) has been known as a powerful tool in neuroscience. However, exploring the test-retest reliability of the metrics derived from the rs-fMRI BOLD signal is essential, particularly in the studies of patients with neurological disorders. Here, two factors, namely, the effect of anesthesia and scan length, have been estimated on the reliability of rs-fMRI measurements. A total of nine patients with drug-resistant epilepsy (DRE) requiring interstitial thermal therapy (LITT) were scanned in two states. The first scan was performed in an awake state before surgery on the same patient. The second scan was performed 2 weeks later under general anesthesia necessary for LITT surgery. At each state, two rs-fMRI sessions were obtained that each one lasted 15 min, and the effect of scan length was evaluated. Voxel-wise rs-fMRI metrics, including the amplitude of low-frequency fluctuation (ALFF), the fractional amplitude of low-frequency fluctuation (fALFF), functional connectivity (FC), and regional homogeneity (ReHo), were measured. Intraclass correlation coefficient (ICC) was calculated to estimate the reliability of the measurements in two states of awake and under anesthesia. Overall, it appeared that the reliability of rs-fMRI metrics improved under anesthesia. From the 15-min data, we found mean ICC values in awake state including 0.81, 0.51, 0.65, and 0.84 for ALFF, fALFF, FC, and ReHo, respectively, as well as 0.80, 0.59, 0.83, and 0.88 for ALFF, fALFF, FC, and ReHo, respectively, under anesthesia. Additionally, our findings revealed that reliability increases as the function of scan length. We showed that the optimized scan length to achieve less variability of rs-fMRI measurements was 3.1-7.5 min shorter in an anesthetized, compared to a wakeful state.
Volume
16
First Page
937172
Last Page
937172
ISSN
1662-4548
Published In/Presented At
Vedaei, F., Alizadeh, M., Romo, V., Mohamed, F. B., & Wu, C. (2022). The effect of general anesthesia on the test-retest reliability of resting-state fMRI metrics and optimization of scan length. Frontiers in neuroscience, 16, 937172. https://doi.org/10.3389/fnins.2022.937172
Disciplines
Medicine and Health Sciences
PubMedID
36051647
Department(s)
Department of Surgery
Document Type
Article
