Back to Search
Start Over
Estimates of locus coeruleus function with functional magnetic resonance imaging are influenced by localization approaches and the use of multi-echo data
- Source :
- NeuroImage, Vol 236, Iss, Pp 118047-(2021), NeuroImage
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- The locus coeruleus (LC) plays a central role in regulating human cognition, arousal, and autonomic states. Efforts to characterize the LC’s function in humans using functional magnetic resonance imaging have been hampered by its small size and location near a large source of noise, the fourth ventricle. We tested whether the ability to characterize LC function is improved by employing neuromelanin-T1 weighted images (nmT1) for LC localization and multi-echo functional magnetic resonance imaging (ME-fMRI) for estimating intrinsic functional connectivity (iFC). Analyses indicated that, relative to a probabilistic atlas, utilizing nmT1 images to individually localize the LC increases the specificity of seed time series and clusters in the iFC maps. When combined with independent components analysis (ME-ICA), ME-fMRI data provided significant gains in the temporal signal to noise ratio relative to denoised single-echo (1E) data. The effects of acquiring nmT1 images and ME-fMRI data did not appear to only reflect increases in power: iFC maps for each approach only moderately overlapped. This is consistent with findings that ME-fMRI offers substantial advantages over 1E data acquisition and denoising. It also suggests that individually identifying LC with nmT1 scans is likely to reduce the influence of other nearby brainstem regions on estimates of LC function.HighlightsManual tracing of locus coeruleus increased specificity of seed time seriesManual tracing of locus coeruleus increased specificity of intrinsic connectivityMulti-echo fMRI increased temporal signal-to-noise ratio compared to single-echo fMRIConnectivity maps across methodologies overlapped only moderatelyMeasurement of LC function benefits from multi-echo fMRI and tracing ROIs
- Subjects :
- Adult
Male
Computer science
Cognitive Neuroscience
Noise reduction
Intrinsic functional connectivity
Neurosciences. Biological psychiatry. Neuropsychiatry
Fourth ventricle
Article
050105 experimental psychology
Young Adult
Norepinephrine
03 medical and health sciences
0302 clinical medicine
Signal-to-noise ratio
Connectome
Locus coeruleus
medicine
Humans
0501 psychology and cognitive sciences
Turbo-spin echo
Eye-Tracking Technology
Multi-echo fMRI
Resting state
030304 developmental biology
Melanins
Neuromelanin-T1 imaging
0303 health sciences
Resting state fMRI
medicine.diagnostic_test
Echo-Planar Imaging
business.industry
Functional connectivity
05 social sciences
Pattern recognition
Function (mathematics)
Magnetic Resonance Imaging
Independent component analysis
Noise
Neurology
Female
Brainstem
Artificial intelligence
Functional magnetic resonance imaging
business
030217 neurology & neurosurgery
RC321-571
Subjects
Details
- ISSN :
- 10538119
- Volume :
- 236
- Database :
- OpenAIRE
- Journal :
- NeuroImage
- Accession number :
- edsair.doi.dedup.....9304d0c620682626f878c3c41c9646ea
- Full Text :
- https://doi.org/10.1016/j.neuroimage.2021.118047