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肺癌发生、增殖和生存中的多组学免疫相互作用网络

英文原题:Multi-Omics Immune Interaction Networks in Lung Cancer Tumorigenesis, Proliferation, and Survival.

PubMed 2022/11/29(内容时间) Int J Mol Sci Q1 · IF 5.6(JCR 2025)

研究概要

在七基因panel中,ZNF71表达联合树突状细胞活性定义了具有不同生存结局的NSCLC患者亚组(n = 966)(p = 0.04,Kaplan-Meier分析)。

中文摘要

目前尚无有效的生物标志物用于预后和最佳治疗选择,以改善非小细胞肺癌(NSCLC)的生存结局。本研究利用患者肿瘤的RNA测序和蛋白质组图谱,进一步验证了一个用于NSCLC诊断和预后的七基因组合。在该七基因组合中,ZNF71表达联合树突状细胞活性定义了具有不同生存结局的NSCLC患者亚组(n = 966)(p = 0.04,Kaplan-Meier分析)。使用卡方检验,ZNF71表达与NSCLC患者肿瘤(n = 1016)中NK 细胞(p = 0.014)和自然杀伤T细胞(p = 0.003)的活性显著相关。ZNF71过表达导致细胞内固有免疫和先天免疫系统的多个组分表达降低,包括dsRNA和dsDNA传感器。利用患者临床信息和体外CRISPR-Cas9/RNAi筛选数据,计算了ZNF71与细胞内固有免疫和先天免疫系统的多组学网络,这些网络与NSCLC肿瘤发生、增殖和生存相关。从这些网络中,筛选出对21种NCCN推荐用于治疗NSCLC的药物泛敏感和泛耐药的基因。基于基因与患者生存的关联以及体外CRISPR-Cas9、RNAi和药物筛选数据,发现MEK1/2抑制剂PD-198306和U-0126、VEGFR抑制剂ZM-306416以及IGF-1R抑制剂PQ-401可作为潜在的靶向治疗药物,这些药物也可能在治疗NSCLC时诱导免疫反应。

展开英文摘要原文

There are currently no effective biomarkers for prognosis and optimal treatment selection to improve non-small cell lung cancer (NSCLC) survival outcomes. This study further validated a seven-gene panel for diagnosis and prognosis of NSCLC using RNA sequencing and proteomic profiles of patient tumors. Within the seven-gene panel, ZNF71 expression combined with dendritic cell activities defined NSCLC patient subgroups ( n = 966) with distinct survival outcomes ( p = 0.04, Kaplan-Meier analysis). ZNF71 expression was significantly associated with the activities of natural killer cells ( p = 0.014) and natural killer T cells ( p = 0.003) in NSCLC patient tumors ( n = 1016) using Chi-squared tests. Overexpression of ZNF71 resulted in decreased expression of multiple components of the intracellular intrinsic and innate immune systems, including dsRNA and dsDNA sensors. Multi-omics networks of ZNF71 and the intracellular intrinsic and innate immune systems were computed as relevant to NSCLC tumorigenesis, proliferation, and survival using patient clinical information and in-vitro CRISPR-Cas9/RNAi screening data. From these networks, pan-sensitive and pan-resistant genes to 21 NCCN-recommended drugs for treating NSCLC were selected. Based on the gene associations with patient survival and in-vitro CRISPR-Cas9, RNAi, and drug screening data, MEK1/2 inhibitors PD-198306 and U-0126, VEGFR inhibitor ZM-306416, and IGF-1R inhibitor PQ-401 were discovered as potential targeted therapy that may also induce an immune response for treating NSCLC.

论文信息

作者
Ye Q、Hickey J、Summers K、Falatovich B、Gencheva M、Eubank TD、Ivanov AV、Guo NL
单位
West Virginia University Cancer Institute, Morgantown, WV 26506, USA.United States
期刊
International journal of molecular sciences2022 Nov 29
原文标识
PubMed 36499305 · DOI 10.3390/ijms232314978