Bioinformatics Unit, Hospital of Prato, Prato, Italy.
Sandro Pitigliani Translational Research Unit, Hospital of Prato, Prato, Italy.
BMC Genomics. 2018 Dec 24;19(1):960. doi: 10.1186/s12864-018-5249-x.
New single-cell isolation technologies are facilitating studies on the transcriptomics of individual cells. Bio-Rad ddSEQ is a droplet-based microfluidic system that, when coupled with downstream Illumina library preparation and sequencing, enables the monitoring of thousands of genes per cell. Sequenced reads show unique features that do not permit the use of freely available tools to perform single cell demultiplexing.
We present ddSeeker, a tool to perform initial processing and quality metrics of reads generated through Bio-Rad ddSEQ/Illumina experiments. Its application to the Illumina test dataset demonstrates that ddSeeker performs better than Illumina BaseSpace software, enabling a higher recovery of valid reads. We also show its utility in the analysis of an in-house dataset including two read sets characterized by low and high sequencing quality. ddSeeker and its source code are available at https://github.com/cgplab/ddSeeker .
ddSeeker is a freely available tool to perform initial processing and quality metrics of reads generated through Bio-Rad ddSEQ/Illumina single cell transcriptomic experiments.
新的单细胞分离技术正在促进对单个细胞转录组学的研究。Bio-Rad ddSEQ 是一种基于液滴的微流控系统,与下游的 Illumina 文库制备和测序相结合,可实现每个细胞监测数千个基因。测序读取显示出独特的特征,不允许使用免费提供的工具来执行单细胞去复用。
我们介绍了 ddSeeker,这是一种用于执行通过 Bio-Rad ddSEQ/Illumina 实验生成的读取的初始处理和质量度量的工具。将其应用于 Illumina 测试数据集表明,ddSeeker 的性能优于 Illumina BaseSpace 软件,能够更高地恢复有效读取。我们还展示了它在包括两个具有低和高质量测序的读取集的内部数据集分析中的实用性。ddSeeker 及其源代码可在 https://github.com/cgplab/ddSeeker 上获得。
ddSeeker 是一种免费工具,可用于执行通过 Bio-Rad ddSEQ/Illumina 单细胞转录组学实验生成的读取的初始处理和质量度量。