Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD.
Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD.
Int J Cancer. 2020 Apr 15;146(8):2326-2335. doi: 10.1002/ijc.32654. Epub 2019 Oct 11.
Many long intergenic noncoding RNAs (lincRNAs) serve as cancer biomarkers for diagnosis or prognostication. To understand the role of lincRNAs in the rare neuroendocrine tumors pheochromocytoma and paraganglioma (PCPG), we performed first time in-depth characterization of lincRNA expression profiles and correlated findings to clinical outcomes of the disease. RNA-Seq data from patients with PCPGs and 17 other tumor types from The Cancer Genome Atlas and other published sources were obtained. Differential expression analysis and a machine-learning model were used to identify transcripts specific to PCPGs, as well as established PCPG molecular subtypes. Similarly, lincRNAs specific to aggressive PCPGs were identified, and univariate and multivariate analysis was performed for metastasis-free survival. The results were validated in independent samples using RT-PCR. From a pan-cancer context, PCPGs had a specific and unique lincRNA profile. Among PCPGs, five different molecular subtypes were identified corresponding to the established molecular classification. Upregulation of 13 lincRNAs was found to be associated with aggressive/metastatic PCPGs. RT-PCR validation confirmed the overexpression of four lincRNAs in metastatic compared to non-metastatic PCPGs. Kaplan-Meier analysis identified five lincRNAs as prognostic markers for metastasis-free survival of patients in three subtypes of PCPGs. Stratification of PCPG patients with a risk-score formulated using multivariate analysis of lincRNA expression profiles, presence of key driver mutations, tumor location, and hormone secretion profiles showed significant differences in metastasis-free survival. PCPGs thus exhibit a specific lincRNA expression profile that also corresponds to the established molecular subgroups and can be potential marker for the aggressive/metastatic PCPGs.
许多长的基因间非编码 RNA(lincRNA)可作为癌症的诊断或预后生物标志物。为了了解 lincRNA 在罕见的神经内分泌肿瘤嗜铬细胞瘤和副神经节瘤(PCPG)中的作用,我们首次对 lincRNA 表达谱进行了深入的特征描述,并将研究结果与疾病的临床结果相关联。从癌症基因组图谱和其他已发表来源的 PCPG 患者和其他 17 种肿瘤类型的 RNA-Seq 数据中获得。使用差异表达分析和机器学习模型来识别特定于 PCPG 的转录本,以及已建立的 PCPG 分子亚型。同样,鉴定了特定于侵袭性 PCPG 的 lincRNA,并对无转移存活进行了单变量和多变量分析。使用 RT-PCR 在独立样本中进行了验证。从泛癌的角度来看,PCPG 具有特定且独特的 lincRNA 谱。在 PCPG 中,根据已建立的分子分类,鉴定出了五个不同的分子亚型。发现 13 个 lincRNA 的上调与侵袭性/转移性 PCPG 相关。RT-PCR 验证证实,与非转移性 PCPG 相比,转移性 PCPG 中 lincRNA 的表达上调。Kaplan-Meier 分析确定了五个 lincRNA 作为三种 PCPG 亚型患者无转移存活的预后标志物。使用 lincRNA 表达谱的多变量分析、关键驱动突变的存在、肿瘤位置和激素分泌谱对 PCPG 患者进行分层,结果显示无转移存活存在显著差异。因此,PCPG 表现出特定的 lincRNA 表达谱,这也与已建立的分子亚群相对应,并且可能是侵袭性/转移性 PCPG 的潜在标志物。