College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
Clin Immunol. 2022 Aug;241:109075. doi: 10.1016/j.clim.2022.109075. Epub 2022 Jul 6.
Microglia is a major class of brain-resident myeloid cells and non-coding RNAs (ncRNAs) serves as key regulators in microglia homeostasis and inflammatory process. Here, we constructed the systematical association between microglia and ncRNAs including miRNAs, lncRNAs and circRNAs from two aspects, manual retrieval and computational detection. A total of 648 experimental verified ncRNA-microglia associations were obtained from published studies, including ncRNA regulatory patterns within different experimental models. Furthermore, we extracted 9 miRNA and 1 lncRNA expression profiles from the GEO database. Also, we obtained 31 sample-match miRNA and mRNA expression profiles, containing a total of 2335 normal or disordered brain samples. Finally, we developed a platform named MG-ncRexplorer (http://bio-bigdata.hrbmu.edu.cn/MG-ncRexplorer/), exploring the associations between ncRNAs and microglia among experimental validated and computational detection. To demonstrate the usage of MG-ncRexplorer, we constructed regulatory target networks based on manual retrieval associations and identified risk glioma miRNAs among multiple high-throughput expression profiles.
小胶质细胞是大脑中主要的髓样细胞之一,非编码 RNA(ncRNA)作为小胶质细胞动态平衡和炎症过程的关键调节因子。在这里,我们从两个方面构建了小胶质细胞和 ncRNA 之间的系统关联,包括 miRNA、lncRNA 和 circRNA。总共从已发表的研究中获得了 648 个实验验证的 ncRNA-小胶质细胞关联,包括不同实验模型中小 ncRNA 的调控模式。此外,我们从 GEO 数据库中提取了 9 个 miRNA 和 1 个 lncRNA 表达谱。还获得了 31 个样本匹配的 miRNA 和 mRNA 表达谱,总共包含 2335 个正常或失调的脑组织样本。最后,我们开发了一个名为 MG-ncRexplorer(http://bio-bigdata.hrbmu.edu.cn/MG-ncRexplorer/)的平台,用于探索实验验证和计算检测之间 ncRNA 与小胶质细胞之间的关联。为了展示 MG-ncRexplorer 的用法,我们基于手动检索的关联构建了调控靶标网络,并在多个高通量表达谱中鉴定了风险神经胶质瘤 miRNA。