medRxivGenetic & Genomic MedicinePreprint
Single-cell RNA analysis reveals the cell atlas of human intracranial aneurysm and rupture-related inflammation features
Hang JiiD, Yue LiiD, Haogeng Sun, Ruiqi CheniD, Ran ZhouiD, Anqi XiaoiD, Yongbo YangiD, Rong WangiD, Chao YouiD, Yi LiuiD
Abstract
BackgroundIntracranial aneurysms (IA) is a common condition and may ultimately result in life-threatening hemorrhagic strokes. A precise understanding of the cellular and gene expression perturbations in human IA tissue may enlighten additional therapeutics for unruptured IA. MethodsA total of 21,332 qualified cells were obtained from four cell-sparse ruptured and unruptured human IA tissues. Detailed cell atlas and dynamics, gene expression perturbations, and inflammation features were thoroughly investigated using multiple machine learning-based algorithms. ResultsEndothelial cells, smooth muscle cells (SMCs), fibroblasts and, for the first time, pericytes have been identified in human IA tissue. A significant proportion of immune cells are also identified, with the number of monocyte/macrophages and neutrophils being notably higher in ruptured IA. By leveraging external datasets, macrophages characterized by transcriptional activation of NF-{kappa}B and HIVEP2 is most strongly associated with IA rupture. Interestingly, the recruitment and activation of macrophages and their functional characteristics in terms of TNF and chemokine production remain consistent between unruptured and ruptured IA. ConclusionsThis study provides insights into the pathophysiology and molecular underpinnings of the IA wall and may motivate novel therapeutic options for unruptured IA.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- approach: machine learning (classical)
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Single-cell transcriptome analysis reveals the cellular atlas of human intracranial aneurysm and highlights inflammation features associated with aneurysm rupture
- Non-invasive approach for endoluminal biopsy coupled with single-cell proteomics allows for immune characterization of intracranial aneurysms
Joseph Paul Antonios, Batur Gültekin, … Murat Günel·bioRxiv·Feb 17, 2025
- Identifying cytokine-release signatures of flow-driven endothelial remodelling in an intracranial aneurysm cell culture model
Chloe M. de Nys, Tiago Guerzet Sardenberg Lima, … Mark C. Allenby·bioRxiv·Jun 20, 2026
- Pharmacological up-regulation of CALM1 restore endothelial cells in intracranial aneurysm pathogenesis
Danyi Zheng, Yikui Liu, … Yongtao Zheng·bioRxiv·Aug 5, 2026
- Proteome-wide characterization and biomarker identification of intracranial aneurysm
Tanavi Sharma, Keshava K. Datta, … Hemant Bhagat·bioRxiv·Aug 9, 2019
- The cellular diversity of human cerebrospinal fluid following intraventricular hemorrhage revealed by single-nucleus RNA sequencing
Sonia Malaiya, Riccardo Serra, … Prajwal Ciryam·bioRxiv·Jun 5, 2025