SynthesisNeuroscience and biobehavioral reviews2021
Separate neural networks of implicit emotional processing between pictures and words: A coordinate-based meta-analysis of brain imaging studies.
Synthesis in Neuroscience and biobehavioral reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
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Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Potential Targets for Scalp Acupuncture and Brain Stimulation in Mental Disorders: Evidence From Large-Scale Meta-Analyses.Alpha psychiatry · 2026Pooled it
- Neural correlates of negative aesthetic evaluations in visual art: a neuroimaging meta-analysis.Cerebral cortex (New York, N.Y. : 1991) · 2025Pooled it
- Emotional and Social Dimension of Abstract Concepts Meet with Interoception in Right Anterior Insula.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- I am Once Again Asking for Your Attention: A Replication of Feature-Based Attention Modulations of Binding Effects with Picture Stimuli.Journal of cognition · 2025Article
- The cost of language: functionally over-dominant language circuits in the human brain may limit cognitive abilities and non-verbal executive functions.Frontiers in human neuroscience · 2025Article
- Disrupted basolateral amygdala circuits supports negative valence bias in depressive states.Translational psychiatry · 2024Article
- A Functional Atlas of the Cerebellum Based on NeuroSynth Task Coordinates.Cerebellum (London, England) · 2024Article
- Neurocognitive mechanisms of emotional interference in native and foreign languages: evidence from proficient bilinguals.Frontiers in behavioral neuroscience · 2024Article
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Authors and funding
7 authors.
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Abstract
Both pictures and words are frequently employed as experimental stimuli to investigate the neurocognitive mechanisms of emotional processing. However, it remains unclear whether emotional picture processing and emotional word processing share neural underpinnings. To address this issue, we focus on neuroimaging studies examining the implicit processing of affective words and pictures, which require participants to meet cognitive task demands under the implicit influence of emotional pictorial or verbal stimuli. A coordinate-based activation likelihood estimation meta-analysis was conducted on these studies, which revealed no common activation maximum between the picture and word conditions. Specifically, implicit negative picture processing (35 experiments, 393 foci, and 932 subjects) engages the bilateral amygdala, left hippocampus, fusiform gyri, and right insula, which are mainly located in the subcortical network and visual network associated with bottom-up emotional responses. In contrast, implicit negative word processing (34 experiments, 316 foci, and 799 subjects) engages the default mode network and fronto-parietal network including the ventrolateral prefrontal cortex, dorsolateral prefrontal cortex, and dorsomedial prefrontal cortex, indicating the involvement of top-down semantic processing and emotion regulation. Our findings indicate that affective pictures (that intrinsically have an affective valence) and affective words (that inherit the affective valence from their object) modulate implicit emotional processing in different ways, and therefore recruit distinct brain systems.
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