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LAMA5在乳腺癌进展中的作用及其在免疫治疗中的潜力。

The role of LAMA5 in breast cancer progression and its potential in immunotherapy.

作者信息

Zhang Xiaoli, Yan Hongfang, Bie Lihan, Xu Zheng, Yao Xiaoyang, Li Zhilan, He Chengshan, Xiang Zhouhong, Jiang Xiudi

机构信息

Department of Clinical Laboratory, Seventh People's Hospital of Shanghai University of Traditional Chinese Medicine, 358 Da TongRoad, Pudong New Area, Shanghai, 200137, PR China.

出版信息

Discov Oncol. 2025 Jul 22;16(1):1387. doi: 10.1007/s12672-025-03113-x.

Abstract

BACKGROUND

Laminin alpha-5 (LAMA5), a major extracellular matrix component, is involved in tumor progression by modulating cell adhesion, migration, and tissue architecture. However, its specific role in breast cancer (BRCA) remains unclear.

METHODS

We analyzed LAMA5 expression in BRCA and normal tissues using TCGA and GTEx datasets. Differential expression analysis was conducted using DESeq2. Survival associations were assessed using Kaplan-Meier and Cox regression models. GSEA was performed to identify LAMA5-related biological pathways. Immune infiltration was evaluated using CIBERSORT and ESTIMATE algorithms. Single-cell RNA sequencing and spatial transcriptomics were used to explore the spatial distribution and cellular localization of LAMA5. Drug sensitivity and immunotherapy response analyses were also conducted.

RESULTS

LAMA5 was significantly downregulated in BRCA tissues compared to normal tissues. Higher LAMA5 expression was associated with better recurrence-free and overall survival. Functional enrichment analysis revealed that LAMA5 is involved in immune regulation and extracellular matrix-related pathways. Single-cell RNA sequencing and spatial transcriptomics demonstrated spatial and cellular heterogeneity of LAMA5 expression in BRCA. Immune-related analyses suggested that LAMA5 may influence immune cell infiltration and contribute to immune microenvironment remodeling. ROC analysis indicated moderate predictive value for immunotherapy response (AUC = 0.704), and LAMA5 expression was positively associated with sensitivity to chemotherapeutic agents including cisplatin and docetaxel.

CONCLUSION

LAMA5 is a potential prognostic biomarker in BRCA and may play a dual role in modulating tumor progression and immune responses. Its association with drug sensitivity and immunotherapy outcomes highlights its value as a potential therapeutic target in precision oncology.

摘要

背景

层粘连蛋白α-5(LAMA5)是细胞外基质的主要成分,通过调节细胞黏附、迁移和组织结构参与肿瘤进展。然而,其在乳腺癌(BRCA)中的具体作用仍不清楚。

方法

我们使用TCGA和GTEx数据集分析了BRCA组织和正常组织中LAMA5的表达。使用DESeq2进行差异表达分析。使用Kaplan-Meier和Cox回归模型评估生存相关性。进行基因集富集分析(GSEA)以确定与LAMA5相关的生物学途径。使用CIBERSORT和ESTIMATE算法评估免疫浸润。使用单细胞RNA测序和空间转录组学探索LAMA5的空间分布和细胞定位。还进行了药物敏感性和免疫治疗反应分析。

结果

与正常组织相比,BRCA组织中LAMA5显著下调。较高的LAMA5表达与更好的无复发生存率和总生存率相关。功能富集分析表明,LAMA5参与免疫调节和细胞外基质相关途径。单细胞RNA测序和空间转录组学证明了BRCA中LAMA5表达的空间和细胞异质性。免疫相关分析表明,LAMA5可能影响免疫细胞浸润并有助于免疫微环境重塑。ROC分析表明对免疫治疗反应具有中等预测价值(AUC = 0.704),并且LAMA5表达与对包括顺铂和多西他赛在内的化疗药物的敏感性呈正相关。

结论

LAMA5是BRCA中一种潜在的预后生物标志物,可能在调节肿瘤进展和免疫反应中发挥双重作用。其与药物敏感性和免疫治疗结果的关联突出了其作为精准肿瘤学中潜在治疗靶点的价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3710/12283511/bd57d973e5ea/12672_2025_3113_Fig1_HTML.jpg

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