Evidence map›Paper›PMID 41404729›Full record

ArticleJournal of the American Heart Association2026

Blood-Brain Barrier Permeability Dynamics and Mediation of Triglyceride-Glucose Index on Acute Ischemic Stroke Outcomes.

Fuqian Wang, Chenxi Zhao, Lianfang Shen, Huiying Wang, Yu Guo, Yue Cheng, Shuang Xia

Abstract readMulticenter Study
In one paragraph

Article in Journal of the American Heart Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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.

Fuqian Wang *Department of Radiology First Central Hospital of Tianjin Medical University Tianjin China.ORCID 0009-0007-3074-3402
Chenxi Zhao *Department of Radiology, Medical Imaging Institute of Tianjin Tianjin First Central Hospital Tianjin China.ORCID 0000-0002-1646-645X
Lianfang Shen *Department of Radiology Yidu Central Hospital of Weifang Weifang Shandong Province China.ORCID 0000-0002-9380-2955
Huiying WangDepartment of Radiology, Medical Imaging Institute of Tianjin Tianjin First Central Hospital Tianjin China.
Yu GuoDepartment of Radiology, Medical Imaging Institute of Tianjin Tianjin First Central Hospital Tianjin China.ORCID 0000-0002-5678-9552
Yue ChengDepartment of Radiology, Medical Imaging Institute of Tianjin Tianjin First Central Hospital Tianjin China.ORCID 0000-0003-3159-4924
Shuang XiaDepartment of Radiology, Medical Imaging Institute of Tianjin Tianjin First Central Hospital Tianjin China.ORCID 0000-0003-1626-6383

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe evolution and severity of blood-brain barrier (BBB) permeability in the core and penumbra over time in acute ischemic stroke remain poorly understood. Recent studies have found that elevated triglyceride-glucose (TyG) index is associated with higher stroke recurrence, functional deterioration, and death. We investigated BBB permeability dynamics in patients with acute ischemic stroke and the impact of the BBB disruption-mediated TyG index on outcomes.

methodsThis double-centric retrospective study included patients with acute anterior large-artery occlusion from January 2019 to December 2023. BBB permeability was measured as flow extraction product (FED) values in the largest core and penumbra slices using computed tomography perfusion. The TyG index was calculated from triglyceride and glucose levels. Poor outcome was defined as a 90-day modified Rankin Scale score of 3 to 6. Linear correlation evaluated relationships between FED values, time, and TyG index. Logistic regression analyzed associations between FED, TyG index, and outcomes. Mediation analysis assessed BBB disruption's role in the insulin resistance-outcome relationship.

resultsThis study included 274 patients (median age, 67 years [interquartile range, 57-74]; 179 men [66%]). Penumbra FED values increased with time (

conclusionsFED values were higher in the core and increased over time, contributing to worse outcomes. An elevated TyG index mediates worse outcomes through increased BBB permeability, highlighting BBB stabilization as a potential therapeutic target.

Indexed as

Blood-Brain BarrierBlood GlucoseCapillary PermeabilityIschemic StrokeTriglyceridesAgedBiomarkersFemaleHumansMaleMiddle AgedPrognosisRetrospective StudiesBiomarkersBlood GlucoseTriglyceridesblood–brain barrierCT perfusionfunctional outcomeinsulin resistanceischemic strokepermeabilitytriglyceride–glucose index

Identifiers

PMID41404729
PMCPMC12909010

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.