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微小RNA组学研究表明,在3D支架上培养的乳腺癌细胞比传统2D培养能更好地模拟体内肿瘤。

MiRNomics Reveals Breast Cancer Cells Cultured on 3D Scaffolds Better Mimic Tumors in Vivo than Conventional 2D Culture.

作者信息

Balachander Gowri Manohari, Rajashekar Balaji, M Sarashetti Prasad, Rangarajan Annapoorni, Chatterjee Kaushik

机构信息

Genotypic Technology Pvt. Ltd., 259, Apurva, Fourth Cross, 80 Feet Road, RMV Second Stage, Bangalore 560094, India.

出版信息

ACS Biomater Sci Eng. 2018 Jan 8;4(1):116-127. doi: 10.1021/acsbiomaterials.7b00694. Epub 2017 Dec 22.

Abstract

Tissue-engineering-based three-dimensional (3D) models offer several advantages over conventional two-dimensional (2D) cultures and can mimic tissues in vivo. Although studies have analyzed the changes in the expression of genes and proteins that might mediate in vivo-like signaling, the changes in the post-transcriptional control of gene expression that are critical in fine-tuning of signaling events has never been studied. In this study, we used next-generation sequencing (NGS) to analyze the changes in the post-transcriptional regulation in MDA-MB-231 breast cancer cells cultured on 3D scaffolds. The changes in the expression of several known microRNAs were similar to the changes reported in highly invasive cancers and their profiles highly correlated with xenotumors and human breast tumors. To elucidate the role of miRNAs in modulating metastatic potential, we integrated the miRNA and the mRNA microarray data and developed networks for major pathways implicated in metastasis. From these networks, we identified several key miRNA-mRNA interactions that might contribute to the invasive behavior and aid in developing a miRNA signature for highly invasive breast cancers. This report on the differential regulation of miRNAs in breast cancer cells cultured on scaffolds demonstrates that 3D culture better mimics the tissue in vivo with novel insights into the roles of miRNAs in modulating metastatic progression.

摘要

基于组织工程的三维(3D)模型比传统的二维(2D)培养具有多个优势,并且能够在体内模拟组织。尽管已有研究分析了可能介导类似体内信号传导的基因和蛋白质表达的变化,但对信号事件微调至关重要的基因表达转录后调控的变化从未被研究过。在本研究中,我们使用下一代测序(NGS)来分析在3D支架上培养的MDA-MB-231乳腺癌细胞中转录后调控的变化。几种已知微小RNA(miRNA)的表达变化与高侵袭性癌症中报道的变化相似,并且它们的谱与异种肿瘤和人类乳腺肿瘤高度相关。为了阐明miRNA在调节转移潜能中的作用,我们整合了miRNA和mRNA微阵列数据,并为转移相关的主要途径构建了网络。从这些网络中,我们确定了几个关键的miRNA-mRNA相互作用,这些相互作用可能有助于侵袭行为,并有助于开发高侵袭性乳腺癌的miRNA特征。这份关于在支架上培养的乳腺癌细胞中miRNA差异调控的报告表明,3D培养能更好地在体内模拟组织,并对miRNA在调节转移进展中的作用有新的见解。

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