ArticleScientific reports2018
Neural activity induced by visual food stimuli presented out of awareness: a preliminary magnetoencephalography study.
Article in Scientific reports, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 18 citations in OpenAlex.
- Brain functional connectivity patterns associated with adiposity in schizophrenia.Psychiatry research. Neuroimaging · 2026Article
- Correlative relationship between body mass index and heart rate variability in psychiatric disorders.European archives of psychiatry and clinical neuroscience · 2025Article
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- Heart Rate Variability Reactivity to Food Image Stimuli is Associated with Body Mass Index.Applied psychophysiology and biofeedback · 2021Article
- Ambivalent Food Craving and Psychobiological Characteristics in Individuals With Weight Suppression.Frontiers in psychology · 2021Article
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- Neural effects of hand-grip-activity induced fatigue sensation on appetite: a magnetoencephalography study.Scientific reports · 2019Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Obesity is a major public health problem in modern society. Appetitive behavior has been proposed to be partially driven by unconscious decision-making processes and thus, targeting the unconscious cognitive processes related to eating behavior is essential to develop strategies for overweight individuals and obese patients. Here, we presented food pictures below the threshold of awareness to healthy male volunteers and examined neural activity related to appetitive behavior using magnetoencephalography. We found that, among participants who did not recognize food pictures during the experiment, an index of heart rate variability assessed by electrocardiography (low-frequency component power/high-frequency component power ratio, LF/HF) just after picture presentation was increased compared with that just before presentation, and the increase in LF/HF was negatively associated with the score for cognitive restraint of food intake. In addition, increased LF/HF was negatively associated with increased alpha band power in Brodmann area (BA) 47 caused by food pictures presented below the threshold of awareness, and level of cognitive restraint was positively associated with increased alpha band power in BA13. Our findings may provide valuable clues to the development of methods assessing unconscious regulation of appetite and offer avenues for further study of the neural mechanisms related to eating behavior.
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