Light sedation with short habituation time for large-scale functional magnetic resonance imaging studies in rats.
Lenka DvořákováPetteri StenroosEkaterina PaasonenRaimo A SaloJaakko PaasonenOlli H J GröhnPublished in: NMR in biomedicine (2022)
Traditionally, preclinical resting state functional magnetic resonance imaging (fMRI) studies have been performed in anesthetized animals. Nevertheless, as anesthesia affects the functional connectivity (FC) in the brain, there has been a growing interest in imaging in the awake state. Obviously, awake imaging requires resource- and time-consuming habituation prior to data acquisition to reduce the stress and motion of the animals. Light sedation has been a less widely exploited alternative for awake imaging, requiring shorter habituation times, while still reducing the effect of anesthesia. Here, we imaged 102 rats under light sedation and 10 awake animals to conduct an FC analysis. We established an automated data-processing pipeline suitable for both groups. Additionally, the same pipeline was used on data obtained from an openly available awake rat database (289 measurements in 90 rats). The FC pattern in the light sedation measurements closely resembled the corresponding patterns in both onsite and offsite awake datasets. However, fewer datasets had to be excluded due to movement in rats with light sedation. The temporal analysis of FC in the lightly sedated group indicated a lingering effect of anesthesia that stabilized after the first 5 min. In summary, our results indicate that the light sedation protocol is a valid alternative for large-scale studies where awake protocols may become prohibitively resource-demanding, as it provides similar results to awake imaging, preserves more scans, and requires shorter habituation times. The large amount of fMRI data obtained in this work are openly available for further analyses.
Keyphrases
- resting state
- functional connectivity
- deep brain stimulation
- magnetic resonance imaging
- high resolution
- mechanical ventilation
- electronic health record
- big data
- computed tomography
- intensive care unit
- case control
- stem cells
- contrast enhanced
- acute respiratory distress syndrome
- mesenchymal stem cells
- photodynamic therapy
- white matter
- artificial intelligence
- extracorporeal membrane oxygenation
- heat stress
- high speed