Lee Hyunjong, Na Kwon Joong, Choi Hongyoon
Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul, South Korea.
Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea.
Front Oncol. 2021 Mar 18;11:649004. doi: 10.3389/fonc.2021.649004. eCollection 2021.
Tumor immune microenvironment (TIME) promotes immune escape, allowing for tumor progression and metastasis. In spite of the current evidence of the complicated role of immune cells in promoting or suppressing cancer progression, the heterogeneity of TIME according to the tumor site has been scarcely investigated. Here, we analyzed transcriptomic profiles of metastatic breast cancer to understand how TIME varies according to tumor sites. Two gene expression datasets from metastatic breast cancer of various sites and a single-cell RNA sequencing dataset of primary breast cancer and metastatic lymph nodes were analyzed. The immune cell-type enrichment of each tumor was estimated. Immune cell types were identified by clustering analysis, and the proportions of cell types in TIME were assessed according to the tumor site. Metastatic bone lesions showed more neutrophils than breast lesions. Tumors clustered according to immune cell type were significantly associated with tumor site. In single-cell analyses, the TIMEs of metastatic lymph nodes showed fewer macrophages than those of primary tumors. Differentially expressed gene signatures in the primary tumor and metastatic lymph nodes were associated with macrophage activation. We conclude that metastatic sites show variable enrichment patterns of immune cells, and that the TIME of metastatic lesions should be considered in precise immuno-oncology treatments.
肿瘤免疫微环境(TIME)促进免疫逃逸,从而导致肿瘤进展和转移。尽管目前有证据表明免疫细胞在促进或抑制癌症进展中发挥着复杂作用,但根据肿瘤部位对TIME异质性的研究却很少。在此,我们分析了转移性乳腺癌的转录组图谱,以了解TIME如何根据肿瘤部位而变化。我们分析了来自不同部位转移性乳腺癌的两个基因表达数据集以及原发性乳腺癌和转移性淋巴结的单细胞RNA测序数据集。估计了每种肿瘤的免疫细胞类型富集情况。通过聚类分析鉴定免疫细胞类型,并根据肿瘤部位评估TIME中细胞类型的比例。转移性骨病变中的中性粒细胞比乳腺病变中的更多。根据免疫细胞类型聚类的肿瘤与肿瘤部位显著相关。在单细胞分析中,转移性淋巴结的TIME中的巨噬细胞比原发性肿瘤中的少。原发性肿瘤和转移性淋巴结中差异表达的基因特征与巨噬细胞活化有关。我们得出结论,转移部位显示出免疫细胞的可变富集模式,并且在精确的免疫肿瘤学治疗中应考虑转移性病变的TIME。