脑转移
转移
CREB1号
癌症研究
乳腺癌
生物标志物
基因敲除
医学
癌症
肿瘤科
基因表达
转移性乳腺癌
自噬
基因
内科学
生物
三阴性乳腺癌
病理
小RNA
RNA干扰
基因表达谱
SIRT2
基因表达调控
生物信息学
细胞骨架
核糖核酸
微阵列分析技术
循环肿瘤细胞
作者
Siqi Liu,Zhirui Bai,Yifan Qiao,Yihan Ge,Fengyi Qu,M H Li,Yi-Xiang Wang,Xiaobo Shi,Yuan Ma,Jing Li,Xuhuan Cao,Feng Guo,Xi Zhang,Yuchen Sun
标识
DOI:10.1093/neuonc/noag114
摘要
BACKGROUND: Brain metastasis (BM) is a leading cause of mortality in breast cancer patients. This study utilizes single-cell RNA sequencing (scRNA-seq) to identify high-risk malignant sub-clusters and uncover potential therapeutic targets driving BM. METHODS: Five pairs of scRNA-seq data of primary breast tumors (PT) and brain metastases (BM) were retrieved from the Gene Expression Omnibus (GEO) database. Following unsupervised clustering and cell-type annotation, specialized bioinformatic pipelines-including inferCNV and pseudotime trajectory analysis-were implemented to delineate malignant subpopulations and evolutionary states associated with high brain metastatic potential. Molecular mechanisms were investigated using ChIP-qPCR, nascent RNA labeling assay, and dual-luciferase assays. Clinical significance was evaluated in a 124 paired-patient cohort using propensity score matching (PSM), while in vivo metastatic potential was assessed via a murine carotid artery injection model. RESULTS: We identified a specific malignant epithelial sub-cluster (Cluster 3) characterized by high lactate levels and superior BM potential, and subsequently establishing CREB1 lactylation as a biomarker of this cluster. Mechanistically, LDHA-mediated lactylation of CREB1 at Lysine 136 (K136) enhances its transcriptional activity, upregulating cytoskeletal genes including CALML5, CNN2, and PDLIM1. This axis facilitates pseudopodia formation, cellular migration. In vivo, LDHA knockdown significantly reduced intracranial tumor burden. Clinically, high lactylation scores and high CALML5 expression are independent predictors of brain metastasis and overall survival. CONCLUSIONS: The LDHA-lactylation-CREB1-cytoskeleton axis is a novel driver of brain metastasis, serving as a promising therapeutic target and prognostic biomarker for breast cancer.
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