Time‐varied characteristics of acupuncture effects in fMRI studies
- 6 April 2009
- journal article
- research article
- Published by Wiley in Human Brain Mapping
- Vol. 30 (11) , 3445-3460
- https://doi.org/10.1002/hbm.20769
Abstract
When studying the neural responses to acupuncture with a block‐designed paradigm, its temporal dynamics predicted by the general linear model (GLM) conforms to typical “on‐off” variations during a limited period of the experiment manipulation. Despite a lack of direct evidence associating its psychophysiological response, numerous clinical reports suggest that acupuncture can provide pain relief beyond a needling session. Therefore, a typical GLM analysis may be insensitive or inappropriate for identifying altered neural responses resulting from acupuncture. We developed a new approach to investigate the dynamics underlying sustained effects of acupuncture. Specifically, we designed two separate models to evaluate the baseline activities (prior to stimulation) and neural activities in sequential epochs, using three block‐designed functional runs: acupuncture at acupoint ST36, nonmeridian point (NMP) stimulation, and a visual task. We found that the activity patterns during rest were associated with the stimulus types and that the resting activities might be even higher than that of stimulation phases. Such effects of the elevated activity during rest may reduce or eliminate the activity during stimulus conditions or even reverse the sign of brain activation using conventional GLM analysis. Moreover, such sustained responses, followed by acupuncture at ST36 and NMP, exhibited distinct patterns in wide brain structures, particularly in the limbic system and brainstem. These findings may pose great implications for the design and interpretation of a range of acupuncture neuroimaging studies. Hum Brain Mapp, 2009.Keywords
This publication has 54 references indexed in Scilit:
- Pain dynamics observed by functional magnetic resonance imaging: Differential regression analysis techniqueJournal of Magnetic Resonance Imaging, 2003
- Subcortical and cortical brain activity during the feeling of self-generated emotionsNature Neuroscience, 2000
- Combining independent component analysis and correlation analysis to probe interregional connectivity in fMRI task activation datasetsMagnetic Resonance Imaging, 2000
- Forebrain mechanisms of nociception and pain: Analysis through imagingProceedings of the National Academy of Sciences, 1999
- Conceptual Processing during the Conscious Resting State: A Functional MRI StudyJournal of Cognitive Neuroscience, 1999
- Insular Cortical Projections to Functional Regions of the Striatum Correlate with Cortical Cytoarchitectonic Organization in the PrimateJournal of Neuroscience, 1997
- Functional imaging of an illusion of painNature, 1996
- Dynamics of Ongoing Activity: Explanation of the Large Variability in Evoked Cortical ResponsesScience, 1996
- Pontine reticular formation neurons exhibit a premature and precipitous increase in acoustic responses prior to audiogenic seizures in genetically epilepsy-prone ratsBrain Research, 1995
- Functional anatomical studies of explicit and implicit memory retrieval tasksJournal of Neuroscience, 1995