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通过气道基因表达检测癌前肺病变的存在和进展。

Detecting the Presence and Progression of Premalignant Lung Lesions via Airway Gene Expression.

机构信息

Department of Medicine, Boston University School of Medicine, Boston, Massachusetts.

Department of Medicine, BC Cancer Research Centre, Vancouver, British Columbia, Canada.

出版信息

Clin Cancer Res. 2017 Sep 1;23(17):5091-5100. doi: 10.1158/1078-0432.CCR-16-2540. Epub 2017 May 22.

Abstract

Lung cancer is the leading cause of cancer-related death in the United States. The molecular events preceding the onset of disease are poorly understood, and no effective tools exist to identify smokers with premalignant lesions (PMLs) that will progress to invasive cancer. Prior work identified molecular alterations in the smoke-exposed airway field of injury associated with lung cancer. Here, we focus on an earlier stage in the disease process leveraging the airway field of injury to study PMLs and its utility in lung cancer chemoprevention. Bronchial epithelial cells from normal appearing bronchial mucosa were profiled by mRNA-Seq from subjects with ( = 50) and without ( = 25) PMLs. Using surrogate variable and gene set enrichment analysis, we identified genes, pathways, and lung cancer-related gene sets differentially expressed between subjects with and without PMLs. A computational pipeline was developed to build and test a chemoprevention-relevant biomarker. We identified 280 genes in the airway field associated with the presence of PMLs. Among the upregulated genes, oxidative phosphorylation was strongly enriched, and IHC and bioenergetics studies confirmed pathway findings in PMLs. The relationship between PMLs and squamous cell carcinomas (SCC) was also confirmed using published lung cancer datasets. The biomarker performed well predicting the presence of PMLs (AUC = 0.92, = 17), and changes in the biomarker score associated with progression/stability versus regression of PMLs (AUC = 0.75, = 51). Transcriptomic alterations in the airway field of smokers with PMLs reflect metabolic and early lung SCC alterations and may be leveraged to stratify smokers at high risk for PML progression and monitor outcome in chemoprevention trials. .

摘要

肺癌是美国癌症相关死亡的主要原因。疾病发生前的分子事件了解甚少,也没有有效的工具来识别具有癌前病变(PML)的吸烟者,这些病变将进展为浸润性癌。先前的工作确定了与肺癌相关的暴露于烟雾的气道损伤领域中的分子改变。在这里,我们利用气道损伤领域来研究 PML 及其在肺癌化学预防中的应用,关注疾病过程中的早期阶段。从正常外观的支气管黏膜中提取正常支气管上皮细胞,通过 mRNA-Seq 对有(n = 50)和无(n = 25)PML 的受试者进行分析。使用替代变量和基因集富集分析,我们确定了在有和无 PML 的受试者之间差异表达的基因、途径和与肺癌相关的基因集。开发了一个计算管道来构建和测试化学预防相关的生物标志物。我们在气道领域中确定了 280 个与 PML 存在相关的基因。在上调的基因中,氧化磷酸化强烈富集,免疫组化和生物能量学研究在 PML 中证实了途径发现。使用已发表的肺癌数据集还证实了 PML 与鳞状细胞癌(SCC)之间的关系。该生物标志物在预测 PML 存在方面表现良好(AUC = 0.92,n = 17),并且生物标志物评分的变化与 PML 的进展/稳定与消退相关(AUC = 0.75,n = 51)。有 PML 的吸烟者气道领域中的转录组改变反映了代谢和早期肺 SCC 的改变,可用于对 PML 进展风险高的吸烟者进行分层,并监测化学预防试验中的结果。

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