ArticleEMBO molecular medicine2022
Circulating proteomic panels for risk stratification of intracranial aneurysm and its rupture.
Article in EMBO molecular medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 26 citations in OpenAlex.
- Intracranial aneurysms as a manifestation of premature vascular aging: Cellular senescence, inflammaging, and wall degeneration.Ageing research reviews · 2026Review
- A comparative analysis of serum and tissue proteomic profiles in non-small cell lung cancer patients with or without brain metastasis.Cell death discovery · 2026Article
- Multidimensional Proteomic Landscape Reveals Distinct Activated Pathways Between Human Brain Tumors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- The Circulating Proteome─Technological Developments, Current Challenges, and Future Trends.Journal of proteome research · 2024Article
- Multiple omics reveal link between the microbiota-gut-brain axis and intracranial aneurysm rupture.iScience · 2024Article
- Mendelian randomization demonstrates a causal link between peripheral circulating acylcarnitines and intracranial aneurysms.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2024Article
- Global trend in research of intracranial aneurysm management with artificial intelligence technology: a bibliometric analysis.Quantitative imaging in medicine and surgery · 2024Article
- Proteomics-driven noninvasive screening of circulating serum protein panels for the early diagnosis of hepatocellular carcinoma.Nature communications · 2023Article
- Quantitative protein biomarker panels: a path to improved clinical practice through proteomics.EMBO molecular medicine · 2023Article
- Article
- Circulating proteomic panels for risk stratification of intracranial aneurysm and its rupture.EMBO molecular medicine · 2022Article
- Renal dysfunction and metabolic alterations in patients with intracranial aneurysm rupture: an exploratory multivariable and principal component analysis.Frontiers in neurologyArticle
Corrections and comments
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Authors and funding
18 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The prevalence of intracranial aneurysm (IA) is increasing, and the consequences of its rupture are severe. This study aimed to reveal specific, sensitive, and non-invasive biomarkers for diagnosis and classification of ruptured and unruptured IA, to benefit the development of novel treatment strategies and therapeutics altering the course of the disease. We first assembled an extensive candidate biomarker bank of IA, comprising up to 717 proteins, based on altered proteins discovered in the current tissue and serum proteomic analysis, as well as from previous studies. Mass spectrometry assays for hundreds of biomarkers were efficiently designed using our proposed deep learning-based method, termed DeepPRM. A total of 113 potential markers were further quantitated in serum cohort I (n = 212) & II (n = 32). Combined with a machine-learning-based pipeline, we built two sets of biomarker combinations (P6 & P8) to accurately distinguish IA from healthy controls (accuracy: 87.50%) or classify IA rupture patients (accuracy: 91.67%) upon evaluation in the external validation set (n = 32). This extensive circulating biomarker development study provides valuable knowledge about IA biomarkers.
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Registered trials
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.