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鉴定外泌体相关 SNHG6-hsa-miR-429-CHRDL1/CCNA2 轴用于肺腺癌预后评估。

Identification of an Exosome-relevant SNHG6-hsa-miR-429- CHRDL1/CCNA2 Axis for Lung Adenocarcinoma Prognosis Evaluation.

机构信息

Department of Respiration, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, China.

Regional Marketing Department, Shenzhen Engineering Center for Translational Medicine of Precision Cancer Immunodiagnosis and Therapy, YuceBio Technology Co., Ltd, Shenzhen, 518000, China.

出版信息

Curr Med Chem. 2024;31(28):4549-4561. doi: 10.2174/0109298673280925231122104717.

Abstract

AIM

To explore an exosome-relevant molecular classification in lung adenocarcinoma (LUAD).

BACKGROUND

Exosome genes or relevant non-coding RNAs are regulators of cancer treatment and prognosis, but their function in LUAD has not yet been determined.

OBJECTIVE

Unraveling a molecular classification applying exosome-related RNA networks for LUAD prognosis evaluation.

METHODS

MicroRNA sequencing data (miRNAs-seq) and RNA sequencing data (RNA- seq) were derived from The Cancer Genome Atlas (TCGA). The ConsensusCluster- Plus package was used for molecular typing in LUAD based on 121 Exosome-related genes. Then, a limma package was conducted to explore differentially expressed mRNAs (DEmRNAs), differentially expressed miRNAs (DEmiRNAs) and differentially expressed lncRNAs (DElncRNAs) in molecular typing for constructing an Exosome-driven competing endogenous RNA network (ceRNA). Dominant miRNAs, as well as target mRNAs, were identified by COX modeling and Kaplan-Meier survival analysis.

RESULTS

Two Exosome-associated molecular clusters classified in LUAD. The C2 cluster favored high clinicopathology and showed a trend toward poor prognosis. 29 lncRNA- miRNA and 12 miRNA-mRNA interaction pairs were identified. The hsa-miR-429 was the pivotal miRNA in the network that affected the prognosis of LUAD. According to the interaction relationship and LUAD prognostic role, SNHG6-hsa- miR-429-CHRDL1/CCNA2 was identified. SNHG6-hsa-miR-429-CHRDL1 exerts oncogenic effects, and SNHG6-hsa-miR-429- CCNA2 exerts pro-oncogenic effects.

CONCLUSION

Overall, our study identified an Exosome-driven ceRNA network in LUAD, and the SNHG6-hsa-miR-429-CHRDL1/CCNA2 axis could be a new therapeutic target for LUAD and our study provides new insights into the molecular mechanisms of LUAD.

摘要

目的

探索肺腺癌(LUAD)中与外泌体相关的分子分类。

背景

外泌体基因或相关非编码 RNA 是癌症治疗和预后的调节剂,但它们在 LUAD 中的作用尚未确定。

目的

揭示一种应用外泌体相关 RNA 网络进行 LUAD 预后评估的分子分类。

方法

从癌症基因组图谱(TCGA)中获取 microRNA 测序数据(miRNAs-seq)和 RNA 测序数据(RNA-seq)。基于 121 个外泌体相关基因,使用 ConsensusCluster-Plus 包在 LUAD 中进行分子分型。然后,使用 limma 包在分子分型中进行差异表达的 mRNAs(DEmRNAs)、差异表达的 miRNAs(DEmiRNAs)和差异表达的 lncRNAs(DElncRNAs)的探索,构建外泌体驱动的竞争内源性 RNA 网络(ceRNA)。通过 COX 建模和 Kaplan-Meier 生存分析鉴定优势 miRNAs 以及靶 mRNAs。

结果

在 LUAD 中分类出两种与外泌体相关的分子簇。C2 簇有利于高临床病理特征,并显示出预后不良的趋势。鉴定出 29 个 lncRNA-miRNA 和 12 个 miRNA-mRNA 相互作用对。网络中的关键 miRNA 是 hsa-miR-429,其影响 LUAD 的预后。根据相互作用关系和 LUAD 的预后作用,鉴定出 SNHG6-hsa-miR-429-CHRDL1/CCNA2。SNHG6-hsa-miR-429-CHRDL1 发挥致癌作用,而 SNHG6-hsa-miR-429-CCNA2 发挥促癌作用。

结论

总之,本研究在 LUAD 中鉴定出一种外泌体驱动的 ceRNA 网络,SNHG6-hsa-miR-429-CHRDL1/CCNA2 轴可能成为 LUAD 的新治疗靶点,本研究为 LUAD 的分子机制提供了新的见解。

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