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基于 TCGA 数据集的头颈部鳞状细胞癌亚型相关预后 microRNAs 的鉴定。

Identification of Prognosis Associated microRNAs in HNSCC Subtypes Based on TCGA Dataset.

机构信息

Faculty of Medicine and Dentistry, Health Research, Institute of Santiago de Compostela (Instituto de Investigación Sanitaria de Santiago, IDIS), Oral Medicine, Oral Surgery and Implantology University, Santiago de Compostela University, 15782 Santiago de Compostela, Spain.

Department of Functional Biology and Health Sciences, Faculty of Physiotherapy, Human Anatomy and Embryology Area, Vigo University, 36001 Pontevedra, Spain.

出版信息

Medicina (Kaunas). 2020 Oct 13;56(10):535. doi: 10.3390/medicina56100535.


DOI:10.3390/medicina56100535
PMID:33066067
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7650743/
Abstract

Head and Neck Squamous Cell Carcinoma (HNSCC) includes cancers from the oral cavity, larynx, and oropharynx and is the sixth-most common cancer worldwide. MicroRNAs are small non-coding RNAs for which altered expression has been demonstrated in pathological processes, such as cancer. The objective of our study was to evaluate the different expression profile in HNSCC subtypes and the prognostic value that one or several miRNAs may have. : Data from The Cancer Genome Atlas Program-Head and Neck Squamous Cell Carcinoma (TCGA-HNSCC) patients were collected. Differential expression analysis was conducted by edge R-powered TCGAbiolinks R package specific function. Enrichment analysis was developed with Diana Tool miRPath 3.0. Kaplan-Meier survival estimators were used, followed by log-rank tests to compute significance. A total of 127 miRNAs were identified with differential expression level in HNSCC; 48 of them were site-specific and, surprisingly, only miR-383 showed a similar deregulation in all locations studied (tonsil, mouth, floor of mouth, cheek mucosa, lip, tongue, and base of tongue). The most probable affected pathways based on miRNAs interaction levels were protein processing in endoplasmic reticulum, proteoglycans in cancer ( < 0.01), Hippo signaling pathway ( < 0.01), and Transforming growth factor-beta (TGF-beta) signaling pathway ( < 0.01). The survival analysis highlighted 38 differentially expressed miRNAs as prognostic biomarkers. The miRNAs with a greater association between poor prognosis and altered expression ( < 0.001) were miR-137, miR-125b-2, miR-26c, and miR-1304. In this study we have determined miR-137, miR-125b-2, miR-26c, and miR-1304 as novel powerful prognosis biomarkers. Furthermore, we have depicted the miRNAs expression patterns in tumor patients compared with normal subjects using the TCGA-HNSCC cohort.

摘要

头颈部鳞状细胞癌(HNSCC)包括口腔、喉和口咽的癌症,是全球第六大常见癌症。微小 RNA 是小的非编码 RNA,其表达在病理过程中发生改变,例如癌症。我们的研究目的是评估 HNSCC 亚型中的不同表达谱以及一个或多个 miRNA 可能具有的预后价值。 :从癌症基因组图谱计划 - 头颈部鳞状细胞癌(TCGA-HNSCC)患者中收集数据。通过边缘 R 供电的 TCGAbiolinks R 包特定功能进行差异表达分析。使用 Diana Tool miRPath 3.0 进行富集分析。使用 Kaplan-Meier 生存估计器,并进行对数秩检验以计算显著性。 在 HNSCC 中鉴定出 127 个具有差异表达水平的 miRNA;其中 48 个是特定部位的,令人惊讶的是,只有 miR-383 在所有研究部位均显示出类似的失调。基于 miRNA 相互作用水平最可能受影响的途径是内质网蛋白质加工、癌症中的蛋白聚糖( < 0.01)、 Hippo 信号通路( < 0.01)和转化生长因子-β(TGF-β)信号通路( < 0.01)。生存分析强调了 38 个差异表达的 miRNA 作为预后生物标志物。与不良预后和表达改变之间具有更大关联的 miRNA( < 0.001)是 miR-137、miR-125b-2、miR-26c 和 miR-1304。 在这项研究中,我们确定了 miR-137、miR-125b-2、miR-26c 和 miR-1304 作为新型强大的预后生物标志物。此外,我们使用 TCGA-HNSCC 队列比较了肿瘤患者与正常受试者的 miRNA 表达模式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/d9d4345a9d56/medicina-56-00535-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/cf5eaee27f84/medicina-56-00535-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/b339fbf88379/medicina-56-00535-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/d9d4345a9d56/medicina-56-00535-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/cf5eaee27f84/medicina-56-00535-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/b339fbf88379/medicina-56-00535-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ac6/7650743/d9d4345a9d56/medicina-56-00535-g003.jpg

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Identification of Prognosis Associated microRNAs in HNSCC Subtypes Based on TCGA Dataset.

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引用本文的文献

[1]
Targeting Fibroblast-Derived Interleukin 6: A Strategy to Overcome Epithelial-Mesenchymal Transition and Radioresistance in Head and Neck Cancer.

Cancers (Basel). 2025-1-15

[2]
The Potential microRNA Prognostic Signature in HNSCCs: A Systematic Review.

Noncoding RNA. 2023-9-14

[3]
Prognostic Genomic Markers of Pathological Stage in Oral Squamous Cell Carcinoma.

Head Neck Pathol. 2023-6

[4]
Exosomal miR-1304-3p promotes breast cancer progression in African Americans by activating cancer-associated adipocytes.

Nat Commun. 2022-12-14

[5]
Dysregulation of miR-21-5p, miR-93-5p, miR-200c-3p and miR-205-5p in Oral Squamous Cell Carcinoma: A Potential Biomarkers Panel?

Curr Issues Mol Biol. 2022-4-16

[6]
Signatures of genetic variation in human microRNAs point to processes of positive selection and population-specific disease risks.

Hum Genet. 2022-10

[7]
Roles of microRNAs in Regulating Cancer Stemness in Head and Neck Cancers.

Cancers (Basel). 2021-4-6

本文引用的文献

[1]
lncRNAs-mRNAs Co-Expression Network Underlying Childhood B-Cell Acute Lymphoblastic Leukaemia: A Pilot Study.

Cancers (Basel). 2020-9-2

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