Evidence map›Paper›PMID 42177860›Full record

ArticleNeuroImage. Clinical2026

Failure to integrate: Connector hub dysfunction in major depressive disorder.

Norika Hayashi, Epifanio Bagarinao

Abstract read
In one paragraph

Article in NeuroImage. Clinical, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Norika HayashiDepartment of Nursing, School of Health Sciences, Faculty of Medicine, Nagoya University, Nagoya, Aichi, Japan.
Epifanio BagarinaoBrain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan; Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan. Electronic address: ebagarinao@met.nagoya-u.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Major depressive disorder (MDD) is a highly prevalent and disabling psychiatric condition characterized by varying degrees of affective, cognitive, somatic, and psychomotor symptoms. Neuroimaging studies have identified dysfunctional connections of several large-scale brain networks in MDD that have been associated with its various symptoms. Given the involvement of multiple brain networks, we hypothesized that MDD could be driven by connectivity impairments of key regions involved in the brain's integrative processes called connector hubs. MRI data from 255 patients with MDD and 255 matched healthy controls were used in the analysis. A network metric called functional connectivity overlap ratio, computed from resting-state functional MRI, was used to identify affected hub regions. Our results showed that connector hubs located in the sensorimotor cortex, thalamus, cerebellum, and limbic regions exhibited altered connections across multiple networks in patients compared to controls. Specifically, sensorimotor connector hubs had significantly less connections with primary processing (sensorimotor, visual, and auditory), default mode, and visuospatial networks, but more widespread connections with the anterior salience and basal ganglia networks. Cerebellar and thalamic connector hubs exhibited less connections with the core neurocognitive (default mode, executive control, and salience), language, and basal ganglia networks, whereas limbic connector hubs had impaired connections with salience, language, and basal ganglia networks. Additionally, some of these altered connections correlated with depression scores in patients. Together, these findings suggest that MDD is characterized by a more widespread impairment of the brain's integrative functions involving sensory, motor, cognitive, and affective processes, reflecting its diverse symptoms.

Indexed as

BrainMajor Depressive DisorderNerve NetAdultBrain MappingFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedNeural PathwaysConnector hubsFunctional connectivityFunctional connectivity overlap ratioMajor depressive disorderResting-state fMRIResting-state networks

Identifiers

PMID42177860
PMCPMC13224140

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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.