Integrated analysis of scRNA-seq and TCR-seq on T cells in aneurysmal subarachnoid hemorrhage: A descriptive, hypothesis-generating case study

This studthe transcriptomic profiles and T cell receptor (TCR) repertoires of T cells in paired cerebrospinal fluid (CSF) and peripheral blood (PB) from 2 patients with aneurysmal subarachnoid hemorrhage (SAH). This descriptive work primarily generates research hypotheses and does not explore causal biological mechanisms. Single-cell RNA sequencing (scRNA-seq) and T cell receptor sequencing (TCR-seq) were performed on T cells isolated from CSF and PB samples collected on day 7 post-onset from 2 male patients. A series of descriptive analyses were conducted, including T cell subset classification, pseudotime trajectory reconstruction, pathway enrichment, CellChat-based cell-cell communication analysis, and TCR clonality assessment. Public scRNA-seq data of CSF samples from 8 healthy individuals were downloaded from the Gene Expression Omnibus database and used as external healthy controls. A total of 6058 T cells for scRNA-seq and 5008 T cells for TCR-seq were analyzed in this study. Five distinct T cell subsets were observed. In these 2 patients, CSF-derived T cells showed stronger signaling pathway activation and increased clonal expansion than PB-derived T cells. Compared with healthy controls from the public dataset, T cells from SAH patients presented enhanced signaling pathway activity and more extensive cell-cell interactions. All above observations are limited to these 2 individuals and cannot be generalized to all SAH patients without large independent cohort validation. This descriptive case-based study establishes a high-resolution single-cell atlas of T cells from 2 SAH patients. The observed differences between CSF and PB, as well as between SAH patients and healthy controls, provide directions for future mechanistic investigations.

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Journal
Medicine
Published
2026-07-24
DOI
https://doi.org/10.1097/md.0000000000049817
Primary Topic
Single-cell and spatial transcriptomics
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article
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article

Integrated analysis of scRNA-seq and TCR-seq on T cells in aneurysmal subarachnoid hemorrhage: A descriptive, hypothesis-generating case study

Ningqin Meng, Liu Y, Xufeng Xie, Xingrao Li et al.
Medicine
Single-cell and spatial transcriptomics
article

Integrated analysis of scRNA-seq and TCR-seq on T cells in aneurysmal subarachnoid hemorrhage: A descriptive, hypothesis-generating case study

Ningqin Meng, Liu Y, Xufeng Xie, Xingrao Li, Chao Qin, Ying Su, Ziming Ye
article en

Abstract

This studthe transcriptomic profiles and T cell receptor (TCR) repertoires of T cells in paired cerebrospinal fluid (CSF) and peripheral blood (PB) from 2 patients with aneurysmal subarachnoid hemorrhage (SAH). This descriptive work primarily generates research hypotheses and does not explore causal biological mechanisms. Single-cell RNA sequencing (scRNA-seq) and T cell receptor sequencing (TCR-seq) were performed on T cells isolated from CSF and PB samples collected on day 7 post-onset from 2 male patients. A series of descriptive analyses were conducted, including T cell subset classification, pseudotime trajectory reconstruction, pathway enrichment, CellChat-based cell-cell communication analysis, and TCR clonality assessment. Public scRNA-seq data of CSF samples from 8 healthy individuals were downloaded from the Gene Expression Omnibus database and used as external healthy controls. A total of 6058 T cells for scRNA-seq and 5008 T cells for TCR-seq were analyzed in this study. Five distinct T cell subsets were observed. In these 2 patients, CSF-derived T cells showed stronger signaling pathway activation and increased clonal expansion than PB-derived T cells. Compared with healthy controls from the public dataset, T cells from SAH patients presented enhanced signaling pathway activity and more extensive cell-cell interactions. All above observations are limited to these 2 individuals and cannot be generalized to all SAH patients without large independent cohort validation. This descriptive case-based study establishes a high-resolution single-cell atlas of T cells from 2 SAH patients. The observed differences between CSF and PB, as well as between SAH patients and healthy controls, provide directions for future mechanistic investigations.

MedicineVol. 105(30)
Guangxi Medical University (CN), First Affiliated Hospital of GuangXi Medical University (CN), Yulin University (CN), Yulin Orthopedics Hospital of Chinese and Western Medicine (CN)
Openalex Percentile: Top 14%
Single-cell and spatial transcriptomics
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