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基于 TCGA 和 RNA 测序数据的整合生物信息学分析鉴定甲状腺乳头状癌潜在的长链非编码 RNA 标志物。

Identification of potential LncRNAs as papillary thyroid carcinoma biomarkers based on integrated bioinformatics analysis using TCGA and RNA sequencing data.

机构信息

Department of Head and Neck Surgery, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

出版信息

Sci Rep. 2023 Mar 16;13(1):4350. doi: 10.1038/s41598-023-30086-0.

Abstract

The roles and mechanisms of long non-coding RNAs (lncRNAs) in papillary thyroid cancer (PTC) remain elusive. We obtained RNA sequencing (RNA-seq) data of surgical PTC specimens from patients with thyroid cancer (THCA; n = 20) and identified differentially expressed genes (DEGs) between cancer and cancer-adjacent tissue samples. We identified 2309 DEGs (1372 significantly upregulated and 937 significantly downregulated). We performed Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, gene set enrichment, and protein-protein interaction network analyses and screened for hub lncRNAs. Using the same methods, we analyzed the RNA-seq data from THCA dataset in The Cancer Genome Atlas (TCGA) database to identify differentially expressed lncRNAs. We identified 15 key differentially expressed lncRNAs and pathways that were closely related to PTC. Subsequently, by intersecting the differentially expressed lncRNAs with hub lncRNAs, we identified LINC02407 as the key lncRNA. Assessment of the associated clinical characteristics and prognostic correlations revealed a close correlation between LINC02407 expression and N stage of patients. Furthermore, receiver operating characteristic curve analysis showed that LINC02407 could better distinguish between cancerous and cancer-adjacent tissues in THCA patients. In conclusion, our findings suggest that LINC02407 is a potential biomarker for PTC diagnosis and the prediction of lymph node metastasis.

摘要

长链非编码 RNA(lncRNA)在甲状腺乳头状癌(PTC)中的作用和机制仍不清楚。我们从甲状腺癌(THCA;n=20)患者的手术 PTC 标本中获得了 RNA 测序(RNA-seq)数据,并鉴定了癌症和癌旁组织样本之间差异表达的基因(DEGs)。我们鉴定了 2309 个 DEGs(1372 个显著上调,937 个显著下调)。我们进行了基因本体论、京都基因与基因组百科全书、基因集富集和蛋白质-蛋白质相互作用网络分析,并筛选了关键 lncRNA。我们使用相同的方法,分析了来自癌症基因组图谱(TCGA)数据库的 THCA 数据集的 RNA-seq 数据,以鉴定差异表达的 lncRNA。我们鉴定了 15 个与 PTC 密切相关的关键差异表达 lncRNA 和途径。随后,通过将差异表达的 lncRNA 与关键 lncRNA 进行交集,我们鉴定出 LINC02407 为关键 lncRNA。对相关临床特征和预后相关性的评估表明,LINC02407 的表达与患者的 N 分期密切相关。此外,受试者工作特征曲线分析表明,LINC02407 可更好地区分 THCA 患者的癌组织和癌旁组织。总之,我们的研究结果表明,LINC02407 可能是 PTC 诊断和预测淋巴结转移的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3151/10020161/917255c57bd9/41598_2023_30086_Fig1_HTML.jpg

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