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肺鳞癌中西非裔和欧洲裔患者的 RNA 剪接和聚集基因表达差异。

RNA splicing and aggregate gene expression differences in lung squamous cell carcinoma between patients of West African and European ancestry.

机构信息

Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA.

Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA.

出版信息

Lung Cancer. 2021 Mar;153:90-98. doi: 10.1016/j.lungcan.2021.01.015. Epub 2021 Jan 14.

Abstract

OBJECTIVES

Despite disparities in lung cancer incidence and mortality, the molecular landscape of lung cancer in patients of African ancestry remains underexplored, and race-related differences in RNA splicing remain unexplored.

MATERIALS AND METHODS

We identified differentially spliced genes (DSGs) and differentially expressed genes (DEGs) in biobanked lung squamous cell carcinoma (LUSC) between patients of West African and European ancestry, using ancestral genotyping and Affymetrix Clariom D array. DSGs and DEGs were validated independently using the National Cancer Institute Genomic Data Commons. Associated biological processes, overlapping canonical pathways, enriched gene sets, and cancer relevance were identified using Gene Ontology Consortium, Ingenuity Pathway Analysis, Gene Set Enrichment Analysis, and CancerMine, respectively. Association with LUSC survival was conducted using The Cancer Genome Atlas.

RESULTS

4,829 DSGs and 267 DEGs were identified, including novel targets in NSCLC as well as genes identified previously to have relevance to NSCLC. RNA splicing events within 3 DSGs as well as 1 DEG were validated in the independent cohort. 853 DSGs and 29 DEGs have been implicated as potential drivers, oncogenes and/or tumor suppressor genes. Biological processes enriched among DSGs and DEGs included metabolic process, biological regulation, and multicellular organismal process and, among DSGs, ion transport. Overlapping canonical pathways among DSGs included neuronal signaling pathways and, among DEGs, cell metabolism involving biosynthesis. Gene sets enriched among DSGs included KRAS Signaling, UV Response, E2 F Targets, Glycolysis, and Coagulation. 355 RNA splicing events within DSGs and 18 DEGs show potential association with LUSC patient survival.

CONCLUSION

These DSGs and DEGs, which show potential biological and clinical relevance, could have the ability to drive novel biomarker and therapeutic development to mitigate LUSC disparities.

摘要

目的

尽管肺癌的发病率和死亡率存在差异,但非洲裔患者肺癌的分子特征仍未得到充分研究,RNA 剪接与种族相关的差异也尚未得到探索。

材料与方法

我们利用祖先基因分型和 Affymetrix Clariom D 芯片,在具有西非和欧洲血统的肺鳞癌(LUSC)患者的生物样本库中鉴定了差异剪接基因(DSG)和差异表达基因(DEG)。使用国家癌症研究所基因组数据共享库独立验证了 DSG 和 DEG。分别使用基因本体联盟、Ingenuity 通路分析、基因集富集分析和 CancerMine 确定了相关的生物学过程、重叠的经典途径、丰富的基因集和癌症相关性。使用癌症基因组图谱(TCGA)进行了与 LUSC 生存的相关性分析。

结果

共鉴定出 4829 个 DSG 和 267 个 DEG,包括 NSCLC 的新靶点以及先前被认为与 NSCLC 相关的基因。在独立队列中验证了 3 个 DSG 和 1 个 DEG 的 RNA 剪接事件。853 个 DSG 和 29 个 DEG 被认为是潜在的驱动基因、癌基因和/或肿瘤抑制基因。在 DSG 和 DEG 中富集的生物学过程包括代谢过程、生物调节和多细胞生物过程,在 DSG 中还包括离子转运。DSG 之间重叠的经典途径包括神经元信号途径,而在 DEG 中则包括涉及生物合成的细胞代谢。DSG 中富集的基因集包括 KRAS 信号、UV 反应、E2F 靶点、糖酵解和凝血。355 个 DSG 中的 RNA 剪接事件和 18 个 DEG 可能与 LUSC 患者的生存相关。

结论

这些 DSG 和 DEG 具有潜在的生物学和临床相关性,可能有能力推动新的生物标志物和治疗方法的发展,以减轻 LUSC 的差异。

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