Evidence map›Paper›PMID 41699623›Full record

ArticleMolecular brain2026

Early hypoxia-induced secretome remodeling reveals adaptive mechanisms and biomarkers of blood-brain barrier dysfunction in ischemic stroke.

Qian Wu, Yao Jiang, Lingling Peng, Yingqiang Dang, Chongge You, Xiaoxin Li

Abstract read
In one paragraph

Article in Molecular brain, 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

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

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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.

Qian Wu *Laboratory Medicine Center, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China.
Yao Jiang *Laboratory Medicine Center, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China.
Lingling PengLaboratory Medicine Center, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China.
Yingqiang DangLaboratory Medicine Center, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China.
Chongge YouLaboratory Medicine Center, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China. youchg@lzu.edu.cn.
Xiaoxin LiLaboratory Medicine Center, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China. lixxin06@163.com.

Funding

the Cuiying Scientific and Technological Innovation Program of The Second Hospital & Clinical Medical School, Lanzhou University CY2023-BJ-09
6 · The paper itself

Abstract

Reversible disruption of the blood-brain barrier (BBB) occurs within hours after the onset of ischemic stroke (IS), offering a critical window for therapeutic intervention. However, the molecular characteristics and their potential as circulating biomarkers associated with this transient phase of BBB dysfunction remain poorly defined. To elucidate these mechanisms, we employed an oxygen-glucose deprivation (OGD) model in human cerebral microvascular endothelial cells (hCMEC/D3) to simulate early ischemic stress, and systematically profiled their secreted proteome and metabolome. By comparing with non-brain-derived human umbilical vein endothelial cells (HUVECs), we identified brain endothelium-specific hypoxic response signatures. These molecules were significantly enriched in pathways related to metabolic reprogramming, antioxidant defense, and epigenetic regulation pathways, indicating a coordinated adaptive response to preserve BBB homeostasis. Furthermore, integrative multi-omics analysis revealed 14 protein-metabolite pairs with potential functional synergy. Based on a multi-criteria screening strategy including brain specificity, functional relevance, and secretory potential, we prioritized 10 candidate circulating biomarkers: ALDH2, ITGA5, KYNU, TFRC, CD44, COL1A2, HEXB, HSPG2, THBS4, and DLD. Preliminary validation using serum from acute IS (AIS) patients and healthy controls showed significantly altered levels of ALDH2, ITGA5, KYNU, and TFRC, with TFRC exhibiting promising diagnostic performance both individually (AUC = 0.816) and in combination with the other three biomarkers (AUC = 0.876). Moreover, multivariate logistic regression analysis revealed that elevated TFRC was independently associated with poor 90-day outcomes (OR = 1.02, 95% CI 1.00-1.04, P = 0.031), while higher DLD levels were correlated with good prognosis (OR = 0.68, 95% CI 0.39-0.90, P = 0.047). Notably, TFRC expression was upregulated in hCMEC/D3 cells under early hypoxic stress, while its extracellular secretion was reduced. This observation suggests a potential early cellular adaptation to preserve iron homeostasis. In summary, these findings uncover early molecular adaptations of brain microvascular endothelial cells to ischemic stress and propose a panel of secreted biomarkers with translational potential for early diagnosis and outcome prediction in IS, potentially guiding the development of time-sensitive therapeutic strategies.

Indexed as

Adaptation, PhysiologicalBiomarkersBlood-Brain BarrierHypoxiaIschemic StrokeSecretomeCell HypoxiaCell LineEndothelial CellsFemaleHumansHuman Umbilical Vein Endothelial CellsMaleMultiomicsBiomarkersAdaptive responseBlood-brain barrier dysfunctionBrain microvascular endothelial cellCirculating biomarkersHypoxic stressIschemic strokeSecretome

Identifiers

PMID41699623
PMCPMC13015154

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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.