ArticleNPJ systems biology and applications2022
Mapping the dynamics of insulin-responsive pathways in the blood-brain barrier endothelium using time-series transcriptomics data.
Article in NPJ systems biology and applications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Pooled it
- Blood-brain barrier water permeability is elevated in type 2 diabetes and obesity: associations with cognitive function and metabolic markers.Fluids and barriers of the CNS · 2026Article
- The Interaction Between Insulin Resistance and Neuroinflammation in the Brain and Its Impact on Diabetic Encephalopathy.Biology · 2026Review
- Acute amyloid-β exposure disrupts insulin signaling in hCMEC/D3 blood-brain barrier endothelial cells.Fluids and barriers of the CNS · 2026Article
- Blood-Brain Barrier Permeability Is Elevated in Type 2 Diabetes and Obesity: Associations with Cognitive Function and Metabolic Markers.Research square · 2026Article
- Acute amyloid-β exposure disrupts insulin signaling in blood-brain barrier endothelial cell culture models.Research square · 2026Article
- Therapeutic potential of exerkines in neurodegenerative and mental disorders: a narrative review.Frontiers in physiology · 2026Review
- Dynamic modulation of the blood-brain barrier in the healthy brain.Nature reviews. Neuroscience · 2025Review
- Fueling the brain - the role of apolipoprotein E in brain energy metabolism and its implications for Alzheimer's disease.Translational psychiatry · 2025Review
- A systematic review of in vivo brain insulin resistance biomarkers in humans.Biomarkers in neuropsychiatry · 2025Review
- QSP Modeling Shows Pathological Synergism Between Insulin Resistance and Amyloid-Beta Exposure in Upregulating VCAM1 Expression at the BBB Endothelium.CPT: pharmacometrics & systems pharmacology · 2025Article
- ENPP1 induces blood-brain barrier dysfunction and promotes brain metastasis formation in human epidermal growth factor receptor 2-positive breast cancer.Neuro-oncology · 2025Article
- Alzheimer's Disease as Type 3 Diabetes: Understanding the Link and Implications.International journal of molecular sciences · 2024Review
- Subregion-specific transcriptomic profiling of rat brain reveals sex-distinct gene expression impacted by adolescent stress.Neuroscience · 2024Article
- Increased Permeability of the Blood-Brain Barrier in a Diabetic Mouse Model (International journal of molecular sciences · 2024Article
- Novel insights into D-Pinitol based therapies: a link between tau hyperphosphorylation and insulin resistance.Neural regeneration research · 2024Review
- Epigenetic modifications of DNA and RNA in Alzheimer's disease.Frontiers in molecular neuroscience · 2024Review
- Delivery of RNA to the Blood-Brain Barrier Endothelium Using Cationic Bicelles.Pharmaceutics · 2023Article
- Article
- Metabolic and renal factors associated with plasma phosphorylated tau analytes used to detect Alzheimer's disease pathology.Alzheimer's & dementia (Amsterdam, Netherlands)Article
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Critical functions of the blood-brain barrier (BBB), including cerebral blood flow, energy metabolism, and immunomodulation, are regulated by insulin signaling pathways. Therefore, endothelial insulin resistance could lead to BBB dysfunction, which is associated with neurodegenerative diseases such as Alzheimer's disease (AD). The current study aims to map the dynamics of insulin-responsive pathways in polarized human cerebral microvascular endothelial cell (hCMEC/D3) monolayers. RNA-Sequencing was performed on hCMEC/D3 monolayers with and without insulin treatment at various time points. The Short Time-series Expression Miner (STEM) method was used to identify gene clusters with distinct and representative expression patterns. Functional annotation and pathway analysis of genes from selected clusters were conducted using Webgestalt and Ingenuity Pathway Analysis (IPA) software. Quantitative expression differences of 16,570 genes between insulin-treated and control monolayers were determined at five-time points. The STEM software identified 12 significant clusters with 6880 genes that displayed distinct temporal patterns upon insulin exposure, and the clusters were further divided into three groups. Gene ontology (GO) enrichment analysis demonstrated that biological processes protecting BBB functions such as regulation of vascular development and actin cytoskeleton reorganization were upregulated after insulin treatment (Group 1 and 2). In contrast, GO pathways related to inflammation, such as response to interferon-gamma, were downregulated (Group 3). The IPA analyses further identified insulin-responsive cellular and molecular pathways that are associated with AD pathology. These findings unravel the dynamics of insulin action on the BBB endothelium and inform about downstream signaling cascades that are potentially disrupted due to brain insulin resistance prevalent in AD.
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