Yue Dongsheng, Liu Weiran, Gao Liuwei, Zhang Lianmin, Wang Tao, Xiao Shanshan, Fu Yingxue, Li Nan, Lin Rui, Hu Yao, Ding Lieming, Zhang Zhenfa, Zhang Bin, Wang Changli
Department of Lung Cancer, Lung Cancer Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China.
Department of Anesthesiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China.
Front Oncol. 2021 Oct 21;11:746943. doi: 10.3389/fonc.2021.746943. eCollection 2021.
The molecular differences in genetic and epigenetic profiling between early-stage (ES) and late-stage (LS) lung adenocarcinoma (LUAD), which might help to understand cancer progression and biomarker guided precision treatment, need further be investigated. In this study, we performed comprehensive analysis using multi-omics next-generation sequencing (NGS) on tissue samples from 7 ES (stage I) and 10 LS (stage III/IV) LUAD patients to study molecular characteristics between the two groups. Characterization of the genomic and transcriptomic profiles showed stage-specific somatic mutations, copy number variations (CNVs) and differentially expressed genes (DEGs). LS samples tend to have more TP53, ERBB2 and CHD4 mutations. Gene copy number loss occurs in immune-related gene pathways in the late stage of LUAD. ATAC-seq analysis showed that LS samples harbored more open chromatin peaks around promoter regions and transcription start sites (TSS) than ES samples. We then identified the known transcription factor (TF) binding motifs for the differentially abundant ATAC-seq peaks between the ES and LS samples and found distinct regulatory mechanisms related to each stage. Furthermore, integrative analysis of ATAC-seq with WGS and RNA-seq data showed that the degree of chromatin accessibility is related to copy number changes, and the open chromatin regions could directly regulate the expression of some DEGs. In conclusion, we performed a comprehensive multi-omics analysis of the early and late stages of LUAD and highlighted some important molecular differences in regulatory mechanisms during cancer progression. Those findings help to further understand mechanism and biomarker related targeted therapy.
早期(ES)和晚期(LS)肺腺癌(LUAD)之间在基因和表观遗传特征方面的分子差异,可能有助于理解癌症进展和生物标志物指导下的精准治疗,这仍需进一步研究。在本研究中,我们对7例ES期(I期)和10例LS期(III/IV期)LUAD患者的组织样本进行了多组学下一代测序(NGS)综合分析,以研究两组之间的分子特征。基因组和转录组图谱特征显示了阶段特异性的体细胞突变、拷贝数变异(CNV)和差异表达基因(DEG)。LS样本往往有更多的TP53、ERBB2和CHD4突变。LUAD晚期免疫相关基因途径中会出现基因拷贝数丢失。ATAC-seq分析表明,与ES样本相比,LS样本在启动子区域和转录起始位点(TSS)周围有更多的开放染色质峰。然后,我们确定了ES和LS样本之间差异丰富的ATAC-seq峰的已知转录因子(TF)结合基序,并发现了与每个阶段相关的不同调控机制。此外,ATAC-seq与WGS和RNA-seq数据的综合分析表明,染色质可及性程度与拷贝数变化有关,开放染色质区域可直接调节一些DEG的表达。总之,我们对LUAD的早期和晚期进行了全面的多组学分析,并突出了癌症进展过程中调控机制的一些重要分子差异。这些发现有助于进一步理解相关机制以及生物标志物指导下的靶向治疗。