Evidence map›Paper›PMID 42903296›Full record

ArticleImaging neuroscience (Cambridge, Mass.)2026

Insulin resistance and brain sulcal morphology in non-diabetic adults.

Daisuke Yoshimaru, Ami Yuzawa, Masakazu Ozawa, Motoki Hirabayashi, Yutaka Matsushita, Tomokazu Tsurugizawa, Hirotaka James Okano

Abstract read
In one paragraph

Article in Imaging neuroscience (Cambridge, Mass.), 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
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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

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.

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

7 authors.

Daisuke YoshimaruDivision of Regenerative Medicine, The Jikei University School of Medicine, Tokyo, Japan.ORCID https://orcid.org/0000-0001-8612-4917
Ami YuzawaDivision of Regenerative Medicine, The Jikei University School of Medicine, Tokyo, Japan.
Masakazu OzawaDivision of Regenerative Medicine, The Jikei University School of Medicine, Tokyo, Japan.ORCID https://orcid.org/0000-0003-4659-2462
Motoki HirabayashiDivision of Regenerative Medicine, The Jikei University School of Medicine, Tokyo, Japan.ORCID https://orcid.org/0000-0002-7087-3996
Yutaka MatsushitaDivision of Regenerative Medicine, The Jikei University School of Medicine, Tokyo, Japan.
Tomokazu TsurugizawaNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan.
Hirotaka James OkanoDivision of Regenerative Medicine, The Jikei University School of Medicine, Tokyo, Japan.ORCID https://orcid.org/0000-0003-4611-7098

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Insulin resistance exerts direct effects on brain structure, yet most neuroimaging evidence comes from populations with established diabetes, and conventional gray matter volumetry may lack sensitivity to detect early structural changes. Here, we examined associations between insulin resistance and sulcal morphology, a measure that integrates cortical thinning, subcortical atrophy, and white matter degeneration into a single outcome, in 728 non-diabetic adults (518 men, 210 women; mean age 61.4 ± 11.6 years). Brain volumes were quantified using OpenMAP-T1, an automated deep learning-based parcellation tool, and associations between HOMA-IR and 30 cerebrospinal fluid-related regional volumes were examined using multiple linear regression adjusted for age, sex, and estimated total intracranial volume, with FDR correction for multiple comparisons. Higher HOMA-IR was significantly associated with greater frontal sulcal volumes (left: β = 596 mm³, right: β = 344 mm³; both FDR-corrected p < 0.001), with a dose-response relationship across insulin resistance categories. This association was observed only in men (sex × HOMA-IR interaction p = 0.019) and was strongest in participants younger than 70 years. Mediation analysis revealed that the relationship between BMI and frontal sulcal enlargement was largely accounted for by the indirect pathway through insulin resistance, with no significant direct effect of BMI. These findings suggest that sulcal morphology can detect metabolic effects on brain structure at a pre-diabetic stage, changes that were not apparent through frontal gray matter volumetry in the same sample, and identify insulin resistance as a potential modifiable target for preserving brain health.

Indexed as

BrainInsulin ResistanceAgedFemaleHumansMagnetic Resonance ImagingMaleMiddle Agedbrain MRIfrontal lobeHOMA-IRinsulin resistancenon-diabeticsulcal morphology

Identifiers

PMID42903296
PMCPMC13681054

What OpenQuestion holds

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Registered trials

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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.