Altered Brain Activity in Unipolar Depression Revisited: Meta-analyses of Neuroimaging Studies
Open accessAbstract
IMPORTANCE: During the past 20 years, numerous neuroimaging experiments have investigated aberrant brain activation during cognitive and emotional processing in patients with unipolar depression (UD). The results of those investigations, however, vary considerably; moreover, previous meta-analyses also yielded inconsistent findings. OBJECTIVE: To readdress aberrant brain activation in UD as evidenced by neuroimaging experiments on cognitive and/or emotional processing. DATA SOURCES: Neuroimaging experiments published from January 1, 1997, to October 1, 2015, were identified by a literature search of PubMed, Web of Science, and Google Scholar using different combinations of the terms fMRI (functional magnetic resonance imaging), PET (positron emission tomography), neural, major depression, depression, major depressive disorder, unipolar depression, dysthymia, emotion, emotional, affective, cognitive, task, memory, working memory, inhibition, control, n-back, and Stroop. STUDY SELECTION: Neuroimaging experiments (using fMRI or PET) reporting whole-brain results of group comparisons between adults with UD and healthy control individuals as coordinates in a standard anatomic reference space and using an emotional or/and cognitive challenging task were selected. DATA EXTRACTION AND SYNTHESIS: Coordinates reported to show significant activation differences between UD and healthy controls during emotional or cognitive processing were extracted. By using the revised activation likelihood estimation algorithm, different meta-analyses were calculated. MAIN OUTCOMES AND MEASURES: Meta-analyses tested for brain regions consistently found to show aberrant brain activation in UD compared with controls. Analyses were calculated across all emotional processing experiments, all cognitive processing experiments, positive emotion processing, negative emotion processing, experiments using emotional face stimuli, experiments with a sex discrimination task, and memory processing. All meta-analyses were calculated across experiments independent of reporting an increase or decrease of activity in major depressive disorder. For meta-analyses with a minimum of 17 experiments available, separate analyses were performed for increases and decreases. RESULTS: In total, 57 studies with 99 individual neuroimaging experiments comprising in total 1058 patients were included; 34 of them tested cognitive and 65 emotional processing. Overall analyses across cognitive processing experiments (P > .29) and across emotional processing experiments (P > .47) revealed no significant results. Similarly, no convergence was found in analyses investigating positive (all P > .15), negative (all P > .76), or memory (all P > .48) processes. Analyses that restricted inclusion of confounds (eg, medication, comorbidity, age) did not change the results. CONCLUSIONS AND RELEVANCE: Inconsistencies exist across individual experiments investigating aberrant brain activity in UD and replication problems across previous neuroimaging meta-analyses. For individual experiments, these inconsistencies may relate to use of uncorrected inference procedures, differences in experimental design and contrasts, or heterogeneous clinical populations; meta-analytically, differences may be attributable to varying inclusion and exclusion criteria or rather liberal statistical inference approaches.
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Research results related to the effectiveness of neuroimaging techniques in diagnosing MDD remain inconsistent.
“However, research results related to the effectiveness of neuroimaging techniques in diagnosing MDD remain inconsistent. 275”
From Major depressive disorder: hypothesis, mechanism, prevention and treatment (2024) · cites this paper as [275]
The Conclusions (page unavailable) report inconsistent results across neuroimaging experiments in unipolar depression. However, the paper examines differences in brain activity between patients and healthy controls, not the effectiveness of neuroimaging techniques for diagnosing MDD; that diagnostic claim is not supported. (LLM, conf=0.86)
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References 42 · Cited by 304
- Authors
- Müller, V. I., Cieslik, E. C., Serbanescu, I., Laird, A. R., Fox, P. T., & Eickhoff, S. B.
- Affiliations
- Forschungszentrum Jülich (DE)
- Heinrich Heine University Düsseldorf (DE)
- Florida International University (US)
- The University of Texas at San Antonio Health Science Center (US)
- Corresponding author
- Müller, Veronika I.
- ORCID
- Venue
- JAMA Psychiatry
- Publisher
- American Medical Association (AMA)
- Published
- 2017-01-01
- Volume
- 74
- Issue
- 1
- Pages
- 47
- ISSN
- 2168-622X (ISSN-L)
- PMC
- PMC5293141
- OpenAlex
- W2550495677
- Cited by
- 304
- References
- 42
- Citations by year
- 2026: 26 · 2025: 27 · 2024: 25 · 2023: 40 · 2022: 48 · 2021: 36 · 2020: 26 · 2019: 21 · 2018: 35 · 2017: 18 · 2016: 2
- FWCI
- 16.12
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- JAMA Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- JuSER (Forschungszentrum Jülich) (submittedVersion)
- Funders
- National Institute of Mental Health (R01MH074457)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- major depressive disorder, emotional processing, cognitive processes, memory processes, positive emotions, negative emotions, emotional face stimuli, activation likelihood estimation, convergent evidence, working memory, Stroop task
- MeSH terms
- Adult, Arousal, Brain, Brain Mapping, Cognition, Major Depressive Disorder, Depressive Disorder, Emotions, Humans, Magnetic Resonance Imaging, Synaptic Transmission, Reference Values, Likelihood Functions, Functional Neuroimaging
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