Suppr超能文献

鉴定五个长链非编码 RNA 标志物以预测乳腺癌患者的肿瘤复发风险。

Identification of a five-lncRNA signature for predicting the risk of tumor recurrence in patients with breast cancer.

机构信息

College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.

Division of Biostatistics, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL.

出版信息

Int J Cancer. 2018 Nov 1;143(9):2150-2160. doi: 10.1002/ijc.31573. Epub 2018 Jul 28.

Abstract

Long non-coding RNAs (lncRNAs) are a major class of non-coding RNAs, and the functional deregulations of lncRNAs have been shown to be associated with the development and progression of BC. In this work, we conduct an integrative analysis on five re-annotated lncRNA expression datasets from the Gene Expression Omnibus (GEO) which included a total of 891 BC samples. We identified a five-lncRNA signature that was significantly associated with DFS in the training cohort of 327 patients. We found the five-lncRNA signature could effectively stratify patients in the training dataset into high- and low-risk groups with significantly different DFS (p = 3.29 × 10 , log-rank test). The five-lncRNA signature was effectively validated in four independent cohorts, and prognostic analysis results showed that the five-lncRNA signature was independent of clinical prognostic factors, such as BC subtypes and adjuvant treatments. Furthermore, GSEA suggested that the five-lncRNA signature was involved in BC metastasis-related pathways. Our findings indicate that these five lncRNAs may be implicated in BC pathogenesis, and further, these lncRNAs may potentially serve as novel candidate biomarkers for the identification of BC patients at high risk for tumor recurrence.

摘要

长链非编码 RNA(lncRNAs)是一类主要的非编码 RNA,lncRNAs 的功能失调已被证明与 BC 的发生和发展有关。在这项工作中,我们对 GEO 中五个重新注释的 lncRNA 表达数据集进行了综合分析,这些数据集共包含 891 个 BC 样本。我们确定了一个五 lncRNA 特征,该特征与 327 例患者训练队列中的 DFS 显著相关。我们发现,该五 lncRNA 特征可以有效地将训练数据集中的患者分为高风险和低风险组,两组的 DFS 差异具有统计学意义(p=3.29×10-5,对数秩检验)。该五 lncRNA 特征在四个独立的队列中得到了有效验证,预后分析结果表明,该五 lncRNA 特征独立于临床预后因素,如 BC 亚型和辅助治疗。此外,GSEA 表明该五 lncRNA 特征与 BC 转移相关途径有关。我们的研究结果表明,这五个 lncRNAs 可能与 BC 的发病机制有关,并且这些 lncRNAs 可能潜在地作为识别肿瘤复发风险高的 BC 患者的新型候选生物标志物。

相似文献

1
Identification of a five-lncRNA signature for predicting the risk of tumor recurrence in patients with breast cancer.
Int J Cancer. 2018 Nov 1;143(9):2150-2160. doi: 10.1002/ijc.31573. Epub 2018 Jul 28.
4
Six-long non-coding RNA signature predicts recurrence-free survival in hepatocellular carcinoma.
World J Gastroenterol. 2019 Jan 14;25(2):220-232. doi: 10.3748/wjg.v25.i2.220.
6
Relapse-related long non-coding RNA signature to improve prognosis prediction of lung adenocarcinoma.
Oncotarget. 2016 May 17;7(20):29720-38. doi: 10.18632/oncotarget.8825.
8
A four-long non-coding RNA signature in predicting breast cancer survival.
J Exp Clin Cancer Res. 2014 Oct 6;33(1):84. doi: 10.1186/s13046-014-0084-7.
9
A novel seven-long non-coding RNA signature predicts survival in early stage lung adenocarcinoma.
Oncotarget. 2017 Feb 28;8(9):14876-14886. doi: 10.18632/oncotarget.14781.

引用本文的文献

1
Comprehensive multi-omics analysis of tandem duplicator phenotypes in non-small cell lung cancer.
Front Med (Lausanne). 2025 Jun 4;12:1556840. doi: 10.3389/fmed.2025.1556840. eCollection 2025.
2
P53-associated lncRNAs regulate immune functions and RNA-modifiers in gastric cancer.
Heliyon. 2024 Jul 26;10(15):e35228. doi: 10.1016/j.heliyon.2024.e35228. eCollection 2024 Aug 15.
3
Perspective on new cell-free DNA technologies for early cancer detection.
Cancer Biol Med. 2023 Aug 8;21(2):139-43. doi: 10.20892/j.issn.2095-3941.2023.0159.
4
The Clinical Utility of lncRNAs and Their Application as Molecular Biomarkers in Breast Cancer.
Int J Mol Sci. 2023 Apr 18;24(8):7426. doi: 10.3390/ijms24087426.
5
Nomogram Models Based on the Gene Expression in Prediction of Breast Cancer Bone Metastasis.
J Healthc Eng. 2022 Aug 22;2022:8431946. doi: 10.1155/2022/8431946. eCollection 2022.
6
Oncogenic signaling pathway-related long non-coding RNAs for predicting prognosis and immunotherapy response in breast cancer.
Front Immunol. 2022 Aug 4;13:891175. doi: 10.3389/fimmu.2022.891175. eCollection 2022.
8
PITPNA-AS1/miR-98-5p to Mediate the Cisplatin Resistance of Gastric Cancer.
J Oncol. 2022 May 7;2022:7981711. doi: 10.1155/2022/7981711. eCollection 2022.
9
A seven-lncRNA signature for predicting prognosis in breast carcinoma.
Transl Cancer Res. 2021 Sep;10(9):4033-4046. doi: 10.21037/tcr-21-747.
10
Modular signature of long non-coding RNA association networks as a prognostic biomarker in lung cancer.
BMC Med Genomics. 2021 Dec 6;14(Suppl 3):290. doi: 10.1186/s12920-021-01137-0.

本文引用的文献

1
: A Promising Long Non-coding RNA with Potential Role in Breast Invasive Carcinoma.
Front Genet. 2017 Nov 21;8:170. doi: 10.3389/fgene.2017.00170. eCollection 2017.
2
70-Gene Signature in Early-Stage Breast Cancer.
N Engl J Med. 2016 Dec 1;375(22):2199-2200. doi: 10.1056/NEJMc1612048.
5
Survival Analysis with Multiple Causes of Death: Extending the Competing Risks Model.
Epidemiology. 2017 Jan;28(1):12-19. doi: 10.1097/EDE.0000000000000531.
6
High Intratumoral Stromal Content Defines Reactive Breast Cancer as a Low-risk Breast Cancer Subtype.
Clin Cancer Res. 2016 Oct 15;22(20):5068-5078. doi: 10.1158/1078-0432.CCR-16-0171. Epub 2016 May 12.
8
Comprehensive Genomic Characterization of Long Non-coding RNAs across Human Cancers.
Cancer Cell. 2015 Oct 12;28(4):529-540. doi: 10.1016/j.ccell.2015.09.006.
9
LncRNA HOTAIR enhances ER signaling and confers tamoxifen resistance in breast cancer.
Oncogene. 2016 May;35(21):2746-55. doi: 10.1038/onc.2015.340. Epub 2015 Sep 14.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验