Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China.
BMC Pulm Med. 2021 Oct 11;21(1):316. doi: 10.1186/s12890-021-01671-8.
Differences in genetics and microenvironment of LUAD patients with or without TP53 mutation were analyzed to illustrate the role of TP53 mutation within the carcinogenesis of LUAD, which will provide new concepts for the treatment of LUAD.
In this study, we used genetics and clinical info from the TCGA database, including somatic mutations data, RNA-seq, miRNA-seq, and clinical data. More than one bioinformatics tools were used to analyze the unique genomic pattern of TP53-related LUAD.
According to TP53 gene mutation status, we divided the LUAD patients into two groups, including 265 in the mutant group (MU) and 295 in the wild-type group (WT). 787 significant somatic mutations were detected between the groups, including mutations in titin (TTN), type 2 ryanodine receptor (RYR2) and CUB and Sushi multiple domains 3(CSMD3), which were up-regulated in the MU. However, no significant survival difference was observed. At the RNA level, we obtained 923 significantly differentially expressed genes; in the MU, α-defensin 5(DEFA5), pregnancy-specific glycoprotein 5(PSG5) and neuropeptide Y(NPY) were the most up-regulated genes, glucose-6-phosphatase (G6PC), alpha-fetoprotein (AFP) and carry gametocidal (GC) were the most down-regulated genes. GSVA analysis revealed 30 significant pathways. Compared with the WT, the expression of 12 pathways in the mutant group was up-regulated, most of which pointed to cell division. There were significant differences in tumor immune infiltrating cells, such as Macrophages M1, T cells CD4 memory activated, Mast cells resting, and Dendritic cells resting. In terms of immune genes, a total of 35 immune-related genes were screened, of which VGF (VGF nerve growth factor inducible) and PGC (peroxisome proliferator-activated receptor gamma coactivator) were the most significant up-regulated and down-regulated genes, respectively. Research on the expression pattern of immunomodulators found that 9 immune checkpoint molecules and 6 immune costimulatory molecules were considerably wholly different between the two groups.
Taking the mutant group as a reference, LUAD patients in the mutant group had significant differences in somatic mutations, mRNA-seq, miRNA-seq, immune infiltration, and immunomodulators, indicating that TP53 mutation plays a crucial role in the occurrence and development of LUAD.
分析 LUAD 患者中有无 TP53 突变的遗传学和微环境差异,阐明 TP53 突变在 LUAD 发生中的作用,为 LUAD 的治疗提供新的概念。
本研究使用 TCGA 数据库中的遗传学和临床信息,包括体细胞突变数据、RNA-seq、miRNA-seq 和临床数据。使用多种生物信息学工具分析与 TP53 相关的 LUAD 的独特基因组模式。
根据 TP53 基因突变状态,我们将 LUAD 患者分为两组,突变组(MU)有 265 例,野生型组(WT)有 295 例。两组间共检测到 787 个显著的体细胞突变,包括 titin(TTN)、肌质网 2 型ryanodine 受体(RYR2)和 CUB 和 Sushi 多结构域 3(CSMD3)的突变,这些突变在 MU 中上调。然而,观察到两组之间无显著的生存差异。在 RNA 水平,我们获得了 923 个显著差异表达的基因;在 MU 中,α-防御素 5(DEFA5)、妊娠特异性糖蛋白 5(PSG5)和神经肽 Y(NPY)是上调最显著的基因,葡萄糖-6-磷酸酶(G6PC)、甲胎蛋白(AFP)和携带配子致死(GC)是下调最显著的基因。GSVA 分析显示有 30 个显著的通路。与 WT 相比,突变组中有 12 条通路的表达上调,其中大多数指向细胞分裂。肿瘤免疫浸润细胞存在显著差异,如巨噬细胞 M1、T 细胞 CD4 记忆激活、肥大细胞静止和树突状细胞静止。在免疫基因方面,共筛选出 35 个免疫相关基因,其中 VGF(神经生长因子诱导的 VGF)和 PGC(过氧化物酶体增殖物激活受体γ共激活因子)分别是上调和下调最显著的基因。免疫调节剂表达模式的研究发现,两组之间有 9 个免疫检查点分子和 6 个免疫共刺激分子有明显的差异。
以突变组为参照,突变组 LUAD 患者在体细胞突变、mRNA-seq、miRNA-seq、免疫浸润和免疫调节剂方面存在显著差异,表明 TP53 突变在 LUAD 的发生和发展中起关键作用。