The Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, USA.
Boston Children's Hospital, Boston, MA, USA.
Sci Rep. 2020 Mar 12;10(1):4552. doi: 10.1038/s41598-020-61495-0.
Small RNA-Seq is a common means to interrogate the small RNA'ome or the full spectrum of small RNAs (<200 nucleotide length) of a biological system. A pivotal problem in NGS based small RNA analysis is identifying and quantifying the small RNA'ome constituent components. For example, small RNAs in the circulatory system (circulating RNAs) are potential disease biomarkers and their function is being actively investigated. Most existing NGS data analysis tools focus on the microRNA component and a few other small RNA types like piRNA, snRNA and snoRNA. A comprehensive platform is needed to interrogate the full small RNA'ome, a prerequisite for down-stream data analysis. We present COMPSRA, a comprehensive modular stand-alone platform for identifying and quantifying small RNAs from small RNA sequencing data. COMPSRA contains prebuilt customizable standard RNA databases and sequence processing tools to enable turnkey basic small RNA analysis. We evaluated COMPSRA against comparable existing tools on small RNA sequencing data set from serum samples of 12 healthy human controls, and COMPSRA identified a greater diversity and abundance of small RNA molecules. COMPSRA is modular, stand-alone and integrates multiple customizable RNA databases and sequence processing tool and is distributed under the GNU General Public License free to non-commercial registered users at https://github.com/cougarlj/COMPSRA.
Small RNA-Seq 是一种常用于研究生物系统中小 RNA 组或全谱小分子 RNA(<200 个核苷酸长度)的方法。在基于 NGS 的小 RNA 分析中,一个关键问题是识别和定量小 RNA 组的组成成分。例如,循环系统中的小 RNA(循环 RNA)是潜在的疾病生物标志物,其功能正在被积极研究。大多数现有的 NGS 数据分析工具都集中在 microRNA 成分上,以及少数其他小 RNA 类型,如 piRNA、snRNA 和 snoRNA。需要一个全面的平台来研究完整的小 RNA 组,这是下游数据分析的前提。我们提出了 COMPSRA,这是一个用于从小 RNA 测序数据中识别和定量小 RNA 的综合模块化独立平台。COMPSRA 包含预构建的可定制标准 RNA 数据库和序列处理工具,以实现基本小 RNA 分析的即用型。我们在来自 12 名健康人类对照者血清样本的小 RNA 测序数据集上,对 COMPSRA 与可比现有工具进行了评估,COMPSRA 鉴定出了更多种类和丰度的小 RNA 分子。COMPSRA 是模块化的、独立的,集成了多个可定制的 RNA 数据库和序列处理工具,并在 https://github.com/cougarlj/COMPSRA 上以 GNU 通用公共许可证的形式免费提供给非商业注册用户。