Highly sensitive and ultrafast read mapping for RNA-seq analysis

Ignacio Medina, Joaquín Tárraga, Héctor Martínez, S. Barrachina, M. Castillo, J. Paschall, J. Salavert-Torres, I. Blanquer-Espert, V. Hernández-García, E. S. Quintana‐Ortí, J. Dopazo
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引用次数: 26

Abstract

As sequencing technologies progress, the amount of data produced grows exponentially, shifting the bottleneck of discovery towards the data analysis phase. In particular, currently available mapping solutions for RNA-seq leave room for improvement in terms of sensitivity and performance, hindering an efficient analysis of transcriptomes by massive sequencing. Here, we present an innovative approach that combines re-engineering, optimization and parallelization. This solution results in a significant increase of mapping sensitivity over a wide range of read lengths and substantial shorter runtimes when compared with current RNA-seq mapping methods available.
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用于RNA-seq分析的高灵敏度和超快速读取定位
随着测序技术的进步,产生的数据量呈指数级增长,将发现的瓶颈转移到数据分析阶段。特别是,目前可用的RNA-seq制图解决方案在灵敏度和性能方面还有改进的空间,阻碍了通过大规模测序对转录组进行有效分析。在这里,我们提出了一种结合了再工程、优化和并行化的创新方法。与当前可用的RNA-seq作图方法相比,该解决方案在广泛的读取长度范围内显著提高了作图灵敏度,并且大大缩短了运行时间。
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