Evidence map›Paper›PMID 40984742›Full record

ArticleHuman brain mapping2025

Disrupted Structure-Function Integration in Systemic Lupus Erythematosus and Its Impact on Cognitive Flexibility.

Xing Qian, Dani S Bassett, Kwun Kei Ng, Beatrice R Y Loo, Roger Chun-Man Ho, Anselm Mak, Juan Helen Zhou

Abstract read
In one paragraph

Article in Human brain mapping, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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

1 citing paper in PubMed.

  1. Article
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.

Xing QianCentre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Dani S BassettDepartment of Physics & Astronomy, University of Pennsylvania, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-6183-4493
Kwun Kei NgCentre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Beatrice R Y LooCentre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Roger Chun-Man HoDepartment of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Anselm MakDepartment of Medicine, National University Hospital, Singapore, Singapore.
Juan Helen ZhouCentre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0002-0180-8648

Funding

AME RIE2020 Programmatic Fund from A*STAR, Singapore A20G8b0102Ministry of Education (MOE), Singapore MOE-T2EP-20220-0001Ministry of Education (MOE), Singapore MOE-T2EP40120-0007Ministry of Education (MOE), Singapore T2EP2-0223-0025The National Medical Research Council (NMRC), Singapore CIRG21nov-0007The National Medical Research Council (NMRC), Singapore HLCA23Feb-0004The National Medical Research Council (NMRC), Singapore NMRC/CG/435 M009/2017-NUH/NUHSThe National Medical Research Council (NMRC), Singapore NMRC/CIRG/1485/2018The National Medical Research Council (NMRC), Singapore NMRC/CSA-SI/0007/2016The National Medical Research Council (NMRC), Singapore NMRC/MOH-00707-01The National Medical Research Council (NMRC), Singapore NMRC/OFLCG19May-0035The National Medical Research Council (NMRC), Singapore OFYIRG23jul-0010Yong Loo Lin School of Medicine Research Core Funding, National University of Singapore, Singapore
6 · The paper itself

Abstract

Systemic lupus erythematosus (SLE) is a chronic autoimmune disease, with cognitive dysfunction being one of its most common neuropsychiatric manifestations. Cognitive flexibility relies on the integration of brain structure and function, with white matter networks providing anatomical constraints for functional dynamics. Reduced cognitive flexibility is frequently observed in SLE, but the underlying structure-function integration changes remain poorly understood. This study investigated whether brain structure-function integration is altered in SLE and how it links to cognitive flexibility. We examined 22 SLE patients without clinically overt neuropsychiatric manifestation (age: 34.99 ± 10.67; 18 females) and 60 healthy controls (HCs) (age: 28.43 ± 8.56; 29 females). Using diffusion MRI and task-based fMRI acquired during the Montreal Card Sorting Test (MCST), a cognitive flexibility task, we derived brain structural-functional alignment and liberality, which quantify the extent to which brain functional signals are either coupled with or deviate from the underlying anatomical network. We found SLE patients exhibited globally higher liberality and lower alignment compared to HCs, and this was driven by the disrupted structure-function integration in the executive control network (ECN). The ECN comprises three subnetworks: ECN-A and ECN-B comprise key lateral fronto-parietal executive control areas, while ECN-C is anatomically closer to the default mode network. Further analyses revealed that SLE had higher liberality in ECN-A and ECN-B regions, alongside lower alignment in ECN-A, while ECN-C did not show these alterations. Importantly, increased liberality and decreased alignment in the ECN regions were associated with poorer cognitive flexibility (MCST performance) in SLE participants. This association was also observed across all participants. In SLE individuals specifically, liberality and alignment in the fronto-parietal ECN were further linked to clinical variables, including serum albumin and corticosteroid dosage. Additionally, the liberality and alignment in the ECN and its subnetworks were associated with cognitive performance outside the scanner (measured by Automated Neuropsychological Assessment Metrics) across all participants. Our findings suggest that aberrant structure-function integration, particularly within the fronto-parietal ECN, impacts cognitive flexibility and may contribute to the development of cognitive impairment in SLE.

Indexed as

Cognitive DysfunctionExecutive FunctionLupus Erythematosus, SystemicNerve NetWhite MatterAdultCognitive FlexibilityDiffusion Magnetic Resonance ImagingFemaleHumansMagnetic Resonance ImagingMaleYoung Adultcognitive flexibilityfunctional MRIstructural connectivitystructural–functional integrationsystemic lupus erythematosus

Identifiers

PMID40984742
PMCPMC12454912

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.