Cai Qi, Shi Lin, Zhang Mengwei, Chen Peng
Department of Thoracic Oncology, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer; Tianjin Lung Cancer Center; Key Laboratory of Cancer Immunology and Biotherapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China.
Discov Oncol. 2024 Oct 3;15(1):520. doi: 10.1007/s12672-024-01306-4.
Most advanced lung adenocarcinoma (LUAD) patient deaths are attributed to metastasis. However, the complete understanding of the metastatic mechanism in LUAD remains elusive. Single-cell RNA-seq (scRNA-seq), spatial RNA-seq (stRNA-seq) and bulk RNA-seq of primary LUAD were integrated to investigate metastatic driver genes, cell-cell interactions, and spatial colocalization of cells and ligand-receptor pairs. A lung adenocarcinoma metastasis risk scoring model (LMRS) was established to estimate the risk of metastasis in LUAD. Forty-two metastasis driver genes were identified and tumor epithelial cells were classified into two subtypes. Epithelial cell subclass characterized by susceptibility to metastasis are referred to as Epithelial_LM, and the remaining as Epithelial_LL. Epithelial_LM subtype has intimate ligand-receptor interactions with inflammatory endothelial cells (iendo), inflammatory cancer-associated fibroblasts (iCAF), and NKT cells. Epithelial_LM cells have a spatial colocalization relationship with these three types of cells. The LMRS was established and its efficacy was verified in bulk RNA-seq. We identified a subclass of epithelial cells prone to metastasis and demonstrated the contribution of inflammatory stromal cells and NKT cells in facilitating tumor metastasis.
大多数晚期肺腺癌(LUAD)患者的死亡归因于转移。然而,对LUAD转移机制的全面理解仍然难以捉摸。整合原发性LUAD的单细胞RNA测序(scRNA-seq)、空间RNA测序(stRNA-seq)和批量RNA测序,以研究转移驱动基因、细胞间相互作用以及细胞与配体-受体对的空间共定位。建立了肺腺癌转移风险评分模型(LMRS)来评估LUAD的转移风险。鉴定出42个转移驱动基因,并将肿瘤上皮细胞分为两个亚型。以转移易感性为特征的上皮细胞亚类称为Epithelial_LM,其余的称为Epithelial_LL。Epithelial_LM亚型与炎性内皮细胞(iendo)、炎性癌症相关成纤维细胞(iCAF)和NKT细胞有密切的配体-受体相互作用。Epithelial_LM细胞与这三种类型的细胞存在空间共定位关系。建立了LMRS并在批量RNA测序中验证了其有效性。我们鉴定出一类易于转移的上皮细胞亚类,并证明了炎性基质细胞和NKT细胞在促进肿瘤转移中的作用。