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基于生物信息学分析鉴定长链非编码 RNA 作为多发性骨髓瘤髓外疾病的关键基因

Identification of long noncoding RNA as a key gene involved in the extramedullary disease of multiple myeloma by bioinformatics analysis.

机构信息

Department of Hematology, Key Laboratory of Hematology of Nanjing Medical University, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing, People's Republic of China.

Department of Hematology, Rugao Hospital, Nantong, People's Republic of China.

出版信息

Hematology. 2023 Dec;28(1):2164449. doi: 10.1080/16078454.2022.2164449.

Abstract

OBJECTIVE

Long non-coding RNAs (lncRNAs) are involved in tumorigenesis and play a key role in cancer progression. To determine whether lncRNAs are involved in extramedullary disease of multiple myeloma (EMD), we analyzed the expression profile of lncRNAs in EMD.

METHODS

Three pairs of EMD patients and their intramedullary MM cells were screened by microarray first. We extracted data from gene chips and made an identification of lncRNAs and mRNAs with significant differences between EMD group and non EMD group. WGCNA confirmed the EMD related gene module and drew a heat map to further determine the key gene lncRNA-NEAT1. In the meantime, bone marrow and extramedullary samples (hydrothorax and ascites) were collected from 2 MM patients and subjected to single-cell RNA-seq. Single cell Transcriptome analysis was conducted to verify the gene expression difference of malignant plasma cells derived from intramedullary and extramedullary. Then we verified high expression level of lncRNA-NEAT1 in EMD patients by using quantitative real-time PCR (qRT-PCR) and analyzed the correlation between expression patterns and survival and molecular genetics analysis of the LncRNA (NEAT1) involved in MM patients. At last, cell experiments were conducted to observe the effects of down-regulation of NEAT1on the proliferation, cell cycle and PTEN pathway related proteins of multiple myeloma cell lines U266 and RPMI8226.

RESULTS

We identified one of the EMD related key gene is lncRNA-NEAT1. Compared with patients without extramedullary lesions, intramedullary MM cells in EMD patients expressed NEAT1 highly. The outcome of parallel single-cell RNA sequencing (RNA-seq) revealed NEAT1 level of plasma cells came from pleural effusion /ascites increased significantly compared with myeloma-stricken bone marrow. By survival and molecular genetic analysis, NEAT1 gene expression was not associated with OS and PFS in MM patients. However, the expression of NEAT1 is related to adverse therapeutic reactions and the progression of MM. We found that the expressions of NEAT1 were negatively associated with albumin levels and were positively associated with gain of chromosome 1q, IGH-CCND1, IGH@-FGFR3/WHSC1,and IGH-MAF gene fusion, respectively. At the level of cell experiment, CCK-8, soft agar clone formation experiment and CFSE staining showed that down regulating NEAT1 could inhibit the proliferation of U266 and RPMI8226 cells; Cell cycle detection showed that down-regulation of NEAT1 would interfere with the cell cycle process, and RPMI 8226 cells were blocked in G1 phase. Western blot analysis showed that when the expression of NEAT1 was down regulated in U266 and RPMI 8226 cells, the expression of PTEN and p-PTEN (phosphorylated phosphatase and tensin homologue) was up-regulated, and the expression of PI3K, p-PI3K (human phosphorylated inositol 3 kinase), Akt, p-Akt (phosphorylated protein kinase B).

DISCUCCION AND CONCLUSION

This study provides novel insights into the lncRNA-NEAT1 and reveals that NEAT1 maybe a potential lncRNA biomarkers in EMD.

摘要

目的

长链非编码 RNA(lncRNA)参与肿瘤发生,并在癌症进展中发挥关键作用。为了确定 lncRNA 是否参与多发性骨髓瘤的髓外疾病(EMD),我们分析了 EMD 中的 lncRNA 表达谱。

方法

首先通过微阵列对三对 EMD 患者及其髓内 MM 细胞进行筛选。我们从基因芯片中提取数据,并对 EMD 组和非 EMD 组之间有显著差异的 lncRNA 和 mRNAs 进行鉴定。WGCNA 证实了与 EMD 相关的基因模块,并绘制了热图,以进一步确定关键基因 lncRNA-NEAT1。同时,从 2 名 MM 患者收集骨髓和髓外样本(胸水和腹水),并进行单细胞 RNA-seq。进行单细胞转录组分析以验证源自骨髓内和髓外的恶性浆细胞的基因表达差异。然后,我们使用定量实时 PCR(qRT-PCR)验证了 EMD 患者中 lncRNA-NEAT1 的高表达水平,并分析了与 MM 患者相关的 lncRNA(NEAT1)的表达模式和生存之间的相关性。最后,进行细胞实验以观察下调 NEAT1 对多发性骨髓瘤细胞系 U266 和 RPMI8226 增殖、细胞周期和 PTEN 通路相关蛋白的影响。

结果

我们确定了一个与 EMD 相关的关键基因是 lncRNA-NEAT1。与没有髓外病变的患者相比,EMD 患者的髓内 MM 细胞中高度表达 NEAT1。平行单细胞 RNA-seq(RNA-seq)的结果表明,来自胸腔积液/腹水的浆细胞的 NEAT1 水平与骨髓瘤受累的骨髓相比显著增加。通过生存和分子遗传学分析,NEAT1 基因表达与 MM 患者的 OS 和 PFS 无关。然而,NEAT1 的表达与不良治疗反应和 MM 的进展有关。我们发现 NEAT1 的表达与白蛋白水平呈负相关,与 1q 获得、IGH-CCND1、IGH@-FGFR3/WHSC1 和 IGH-MAF 基因融合呈正相关。在细胞实验水平上,CCK-8、软琼脂克隆形成实验和 CFSE 染色表明下调 NEAT1 可抑制 U266 和 RPMI8226 细胞的增殖;细胞周期检测表明下调 NEAT1 会干扰细胞周期过程,并使 RPMI 8226 细胞阻滞在 G1 期。Western blot 分析表明,下调 U266 和 RPMI8226 细胞中的 NEAT1 表达时,PTEN 和 p-PTEN(磷酸酶和张力蛋白同源物)的表达上调,PI3K、p-PI3K(人磷酸肌醇 3 激酶)、Akt 和 p-Akt(磷酸化蛋白激酶 B)的表达下调。

讨论和结论

本研究提供了 lncRNA-NEAT1 的新见解,并表明 NEAT1 可能是 EMD 的潜在 lncRNA 生物标志物。

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