SynthesisHuman brain mapping2019
ROI and phobias: The effect of ROI approach on an ALE meta-analysis of specific phobias.
Synthesis in Human brain mapping, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 17 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
32 citing papers in PubMed, 17 syntheses or guidelines pooled it.
- Execution, imitation and observation of naturalistic actions in autistic children and adolescents: a systematic review of fMRI studies.Frontiers in human neuroscience · 2026Pooled it
- Brain activation patterns of figurative language comprehension in individuals with autism spectrum disorder: an activation likelihood estimation meta-analysis.Frontiers in neuroscience · 2026Pooled it
- Functional division of the prefrontal lobe of the brain: coordinate-based neuroimaging meta-analysis.Physical and engineering sciences in medicine · 2025Pooled it
- A systematic review and coordinate-based meta-analysis of resting-state fMRI in athletes from open and closed skills sports.Scientific reports · 2025Pooled it
- Neural Correlates of Semantic Interference and Phonological Facilitation in Picture Naming: A Systematic Review and Coordinate-Based Meta-analysis.Neuropsychology review · 2025Pooled it
- Evidence for domain-general arousal from semantic and neuroimaging meta-analyses reconciles opposing views on arousal.Proceedings of the National Academy of Sciences of the United States of America · 2025Pooled it
- Functional brain changes in vascular cognitive impairment: a whole brain ALE meta-analysis.Frontiers in aging neuroscience · 2025Pooled it
- Gradient Organization of Space, Time, and Numbers in the Brain: A Meta-analysis of Neuroimaging Studies.Neuropsychology review · 2024Pooled it
- Cortical and Subcortical Brain Alterations in Specific Phobia and Its Animal and Blood-Injection-Injury Subtypes: A Mega-Analysis From the ENIGMA Anxiety Working Group.The American journal of psychiatry · 2024Pooled it
- White matter alterations in Attention-Deficit/Hyperactivity Disorder (ADHD): a systematic review of 129 diffusion imaging studies with meta-analysis.Molecular psychiatry · 2023Pooled it
- The effect of adverse childhood experiences on chronic pain and major depression in adulthood: a systematic review and meta-analysis.British journal of anaesthesia · 2023Pooled it
- The conscious processing of emotion in depression disorder: a meta-analysis of neuroimaging studies.Frontiers in psychiatry · 2023Pooled it
- Comparing reappraisal and acceptance strategies to understand the neural architecture of emotion regulation: a meta-analytic approach.Frontiers in psychology · 2023Pooled it
- Parsing variability in borderline personality disorder: a meta-analysis of neuroimaging studies.Translational psychiatry · 2021Pooled it
- Cognitive Neural Mechanism of Social Anxiety Disorder: A Meta-Analysis Based on fMRI Studies.International journal of environmental research and public health · 2021Pooled it
- A Systematic Review and Activation Likelihood Estimation Meta-Analysis of fMRI Studies on Sweet Taste in Humans.The Journal of nutrition · 2020Pooled it
- ROI and phobias: The effect of ROI approach on an ALE meta-analysis of specific phobias.Human brain mapping · 2019Pooled it
- How Does Virtual Reality Exposure Treatment Change the Brain Function of Acrophobia Patients? A Randomized Controlled Trial.Depression and anxiety · 2025Trial
- Orbitofrontal cortex and amygdala as key regions for the classification of small animal phobia: A structural MRI machine learning study.Cognitive, affective & behavioral neuroscience · 2026Article
- Do GLP-1 Receptor Agonists Alter Brain Responses to Reward-Related Cues? A Systematic Review.bioRxiv : the preprint server for biology · 2026Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
About 90% of fMRI findings on specific phobias (SP) include analysis of region of interest (ROI). This approach characterized by higher sensitivity may produce inflated results, particularly when findings are aggregated in meta-analytic maps. Here, we conducted a systematic review and activation likelihood estimation (ALE) meta-analysis on SP, testing the impact of the inclusion of ROI-based studies. ALE meta-analyses were carried out either including ROI-based results or focusing on whole-brain voxelwise studies exclusively. To assess the risk of bias in the neuroimaging field, we modified the Newcastle-Ottawa Scale (NOS) and measured the reliability of fMRI findings. Of the 31 selected investigations (564 patients and 485 controls) one-third did not motivate ROI selection: five studies did not report an explicit rationale, whereas four did not cite any specific reference in this regard. Analyses including ROI-based studies revealed differences between phobics and healthy subjects in several regions of the limbic circuit. However, when focusing on whole-brain analysis, only the anterior midcingulate cortex differentiated SP from controls. Notably, 13 studies were labeled with low risk of bias according to the adapted NOS. The inclusion of ROI-based results artificially inflates group differences in fMRI meta-analyses. Moreover, a priori, well-motivated selection of ROIs is desirable to improve quality and reproducibility in SP neuroimaging studies. Lastly, the use of modified NOS may represent a valuable way to assess and evaluate biases in fMRI studies: "low risk" of bias was reported for less than half of the included studies, indicating the need for better practices in fMRI.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.