Work

Lactylation-related genes contribute to neurological injury and prognosis of acute ischemic stroke based on transcriptome and single-cell sequencing analysis

Year: 2026

Type: article

Abstract: BACKGROUND: The rapid accumulation of lactate following cerebral ischemia has been well documented, however, the pathophysiological mechanisms underlying hyperlactate-induced lactylation in modulating neurological injury and prognosis of acute ischemic stroke (AIS) remain to be fully elucidated. METHODS: We constructed transcriptomic profiles of peripheral blood mononuclear cells (PBMCs) from 60 AIS patients and 60 healthy controls using the Illumina sequencing platform. Unsupervised consensus clustering based on 56 lactylation-related genes (LRGs) was applied to stratify AIS molecular subtypes. Single-cell sequencing data analysis was conducted to evaluate the regulatory effects of LRGs enrichment on inter-neuronal communication. RESULTS: 265 differentially expressed genes (DEGs), including 162 upregulated and 103 downregulated, were identified between AIS patients and healthy controls. And DEGs were found to be enriched in natural killer cell-mediated cytotoxicity, cytokine-cytokine receptor interaction, and TGF-β signaling pathways. Unsupervised consensus clustering stratified AIS into two subtypes, with AIS2 exhibiting more severe neuronal injury and inflammatory responses. Single-cell sequencing analysis revealed that LRGs were predominantly enriched in NK&T cells following cerebral ischemia. Cell communication analysis further suggested that LRGs might regulate interactions between NK&T cells and neural cells via the Nampt-Insr and Tnf-Tnfsf1b ligand-receptor pair. LASSO regression selected four prognosis-related genes (SUMO2, SUB1, LSP1, EEF1G) with robust diagnostic efficacy for prognosis prediction (AUC value = 0.805, sensitivity = 0.875, specificity = 0.706). CONCLUSION: Our findings reveal significant correlations between LRGs in AIS patients and both neurological deficit severity and inflammatory status, highlighting LRGs as potential prognostic biomarkers for AIS.

Source: Cell & Bioscience

DOI: 10.1186/s13578-026-01546-7