Miller · JAMA psychiatry 2015 · coordinate-based meta-analysis · n=520 participants (246 youth with MDD, 274 controls; study count not reported)

Meta-analysis of Functional Neuroimaging of Major Depressive Disorder in Youth.

Cited 238 times in the scientific literature.

Level 3 - non-randomized controlled study

Meta-analysis of cross-sectional case-control neuroimaging studies

PubMed 26332700 · doi:10.1001/jamapsychiatry.2015.1376 · record verified 2026-08-29

What was done

Authors searched PubMed and Web of Science for functional magnetic resonance imaging (fMRI) studies published from November 2006 through February 2015. Eligible studies compared youth aged 4 to 24 years diagnosed with major depressive disorder (MDD) against age-matched healthy controls using task-based fMRI and voxelwise whole-brain analyses. Coordinates of differential brain activity were extracted and analyzed using multilevel kernel density analysis (MKDA), with multiple testing corrected by familywise error rate at P < .05 via 10,000 Monte Carlo simulations.

What was found

Across 246 youth with MDD and 274 healthy controls, MDD was associated with significant activation abnormalities: - Aggregated tasks: hyperactivation in subgenual anterior cingulate cortex (P < .05) and ventrolateral prefrontal cortex (P < .05); hypoactivation in caudate (P < .01). - Affective processing tasks: hyperactivation in thalamus (P < .03) and parahippocampal gyrus (P < .003). - Executive functioning tasks: hypoactivation in cuneus (P < .001), dorsal cingulate cortex (P < .05), and dorsal anterior insula (P < .05). - Positive valence tasks: hypoactivation in posterior insula (P < .005). - Negative valence tasks: hyperactivation in dorsolateral prefrontal cortex (P < .001) and superior temporal cortex (P < .003).

Why it matters

This meta-analysis maps consistent functional alterations across frontolimbic, striatal, and executive networks in youth depression. These neural patterns provide an anatomical basis for understanding clinical features such as heightened emotional reactivity, executive dysfunction, and anhedonia early in the life course.

Limits

The total number of included studies is not reported in the abstract. Coordinate-based meta-analyses rely on published peak coordinates rather than raw participant-level fMRI datasets. The cross-sectional case-control design cannot determine whether neural alterations represent vulnerabilities, active disease states, or compensatory mechanisms, and the abstract does not report data on medication status, illness duration, or psychiatric comorbidities across the broad 4–24 age range.

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