Evidence map›Paper›PMID 42490984›Full record

ArticleFrontiers in behavioral neuroscience2026

Structural and molecular substrates underlying functional dysconnectivity and cognitive impairment in neuronal intranuclear inclusion disease.

Shujun Zhang, Guorong Zhang, Yahui Ouyang, Guoping Wang, Yueqin Chen, Jiehuan Wang

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Shujun Zhang *Department of Radiology, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.
Guorong Zhang *Department of Neurology, Affiliated Hospital of Jining Medical University, Jining, China.
Yahui OuyangDepartment of Radiology, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.
Guoping WangCollege of Medical Imaging and Laboratory, Jining Medical University, Jining, Shandong, China.
Yueqin ChenDepartment of Radiology, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.
Jiehuan WangDepartment of Radiology, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Neuronal intranuclear inclusion disease (NIID) is a complex neurodegenerative disorder characterized by progressive cognitive decline. However, the patterns of functional network reorganization, as well as the underlying structural white matter (WM) damage and molecular mechanisms contributing to cognitive impairment, remain poorly understood. Methods: Nine patients with genetically-confirmed NIID (following the exclusion of one patient due to excessive head motion) and 10 age- and sex-matched healthy controls underwent multimodal MRI. We integrated voxel-level functional connectivity strength (FCS) with DTI-derived metrics (FA, AD, RD, and MD) across 20 major WM tracts. Cognitive performance was assessed via Montreal Cognitive Assessment (MoCA). We employed a "structure-function-metabolism" analytical pipeline to examine how WM disintegration relates to cortical dysconnectivity and how these changes align with normative receptor maps (via JuSpace) and cerebral blood flow. Results: NIID patients demonstrated a distinct pattern of functional reorganization, marked by decreased FCS in the right opercular part of the inferior frontal gyrus (IFGoperc) and increased FCS in the left gyrus rectus; notably, the reduced FCS in the right IFGoperc was positively correlated with MoCA scores. Significant WM degeneration was observed in the bilateral anterior thalamic radiation (ATR) and the forceps minor, with FA values in the latter showing a significant positive correlation with MoCA scores. Crucially, the severity of WM damage (reduced FA; elevated AD, RD, and MD) in the left ATR was significantly correlated with functional disconnection in the IFGoperc, suggesting a structural-functional cascade may underlie cognitive deterioration. Molecular enrichment analysis further demonstrated that these functional deficits were spatially coupled with specific serotonergic (5-HT1b/2a) and glutamatergic (mGluR5) receptor profiles, as well as regional hyperperfusion. Conclusion: Our findings suggest a potential multi-level pathophysiological framework in NIID, where structural disintegration of thalamo-cortical and interhemispheric tracts may serve as a topographical substrate for downstream functional network reorganization. This structural-functional-molecular axis, characterized by the convergence of network dysfunction, regional hyperperfusion, and specific neurotransmitter profiles, provides preliminary insights into the neurobiological mechanisms potentially underlying cognitive decline in NIID.

Indexed as

cognitionfunctional connectivity strengthmolecular substratesNIIDwhite matter microstructure

Identifiers

PMID42490984
PMCPMC13375799

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