Dong Bo, Wu Chunli, Huang Lan, Qi Yu
Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Biotherapy Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Front Cell Dev Biol. 2021 Sep 27;9:739358. doi: 10.3389/fcell.2021.739358. eCollection 2021.
Lymph node metastasis is a major factor that affects prognosis in patients with lung adenocarcinoma (LUAD). In some cases, lymph node metastasis has already occurred when the primary tumors are still small (i.e., early T stages), however, relevant studies on early lymph node metastasis are limited, and effective biomarkers remain lacking. This study aimed to explore new molecular biomarker for early lymph node metastasis in LUAD using transcriptome sequencing and experimental validation. Here, we performed transcriptome sequencing on tissues from 16 matched patients with Stage-T1 LUAD (eight cases of lymph node metastasis and eight cases of non-metastasis), and verified the transcriptome profiles in TCGA, GSE68465, and GSE43580 cohorts. With the bioinformatics analysis, we identified a higher abundance of M0 macrophages in the metastatic group using the CIBERSORT algorithm and immunohistochemistry (IHC) analysis and the enrichment of the epithelial-mesenchymal transition (EMT) pathway was identified in patients with higher M0 infiltration levels. Subsequently, the EMT hallmark gene , encoding secreted phosphoprotein 1 (SPP1), was identified to be significantly correlated with macrophage infiltration and M2 polarization, and was determined to be a key risk indicator for early lymph node metastasis. Notably, SPP1 in the blood, as detected by enzyme-linked immunosorbent assay (ELISA) showed a superior predictive capability for early lymph node metastasis [area under the curve (AUC) = 0.74]. Furthermore, a long non-coding RNA (lncRNA, AC037441), negatively correlated with SPP1 and macrophage infiltration, had also been identified and validated to be involved in the regulation of early lymph node metastasis. In conclusion, we revealed the potential role of macrophages in lymph node metastasis and identified the macrophage-related gene as a potential biomarker for early lymph node metastasis in LUAD.
淋巴结转移是影响肺腺癌(LUAD)患者预后的主要因素。在某些情况下,当原发性肿瘤仍较小时(即早期T分期),淋巴结转移就已经发生,然而,关于早期淋巴结转移的相关研究有限,且仍缺乏有效的生物标志物。本研究旨在通过转录组测序和实验验证,探索LUAD早期淋巴结转移的新分子生物标志物。在此,我们对16例匹配的T1期LUAD患者(8例有淋巴结转移和8例无转移)的组织进行了转录组测序,并在TCGA、GSE68465和GSE43580队列中验证了转录组图谱。通过生物信息学分析,我们使用CIBERSORT算法和免疫组织化学(IHC)分析确定转移组中M0巨噬细胞丰度更高,并在M0浸润水平较高的患者中发现上皮-间质转化(EMT)途径富集。随后,编码分泌性磷蛋白1(SPP1)的EMT标志性基因被确定与巨噬细胞浸润和M2极化显著相关,并被确定为早期淋巴结转移的关键风险指标。值得注意的是,通过酶联免疫吸附测定(ELISA)检测血液中的SPP1对早期淋巴结转移显示出卓越的预测能力[曲线下面积(AUC)=0.74]。此外,还鉴定并验证了一种与SPP1和巨噬细胞浸润呈负相关的长链非编码RNA(lncRNA,AC037441)参与早期淋巴结转移的调控。总之,我们揭示了巨噬细胞在淋巴结转移中的潜在作用,并确定巨噬细胞相关基因作为LUAD早期淋巴结转移的潜在生物标志物。