2018/10/19 10:21:41
美国旧金山,2018年10月18日 — 在本周的Imec科技论坛(ITF)医疗大会上,世界领先的纳米电子和数字技术研究与创新中心imec与Exascience Life Lab一起展示了elPrep 4.0,这是一款强大的软件工具,可加速人类DNA测序分析。elPrep将整个基因组和外显子组处理流程提高了一个数量级,可为典型的实验室节省数百小时的计算处理时间,并允许更多、更快的DNA测试。elPrep 4.0旨在替代GATK(基因组分析工具包)最佳实践流程中为识别变体制定的准备步骤,同时提供相同的结果。
DNA sequencing involves splitting a human genome into thousands of fragments, which are then fed to the sequencing machines to identify the individual bases. This results in huge data files that are processed through a pipeline of tools to reconstruct the original DNA sequence from the fragments and to flag variants that may point to e.g. genetic disorders (also known as variant calling). Data sets for human whole genome DNA are usually on the order of several hundreds of GB of uncompressed data, resulting in processing runtimes typically on the order of tens of hours per genome.
elPrep software is designed to speed up DNA sequencing analysis up to an order of magnitude. The new version 4.0 executes all preparation steps until variant calling, and replaces other DNA sequencing analysis software such as GATK4.0, Picard, and SAMtools while producing identical results. What sets elPrep apart is its architecture that allows executing pipelines by making only a single pass through the data, no matter how long the pipeline is.
elPrep is designed as a multi-threaded application that runs entirely in memory, avoids repeated file I/O, and merges the computation of data of several DNA sequencing preparation steps. As a result, in a typical run, elPrep is up to ten times faster than other software tools using the same resources. It is designed as a seamless replacement that delivers the exact same results as GATK4.0 developed by the Broad Institute. elPrep has been written in the Go programming language and is available through the open-source GNU Affero General Public License v3 (AGPL-3.0).
The ExaScience Life Lab is an imec lab focused on providing software solutions for data-intensive high-performance computing problems, primarily in the life sciences domain. It solves data-intensive computational bottlenecks and by doing so helps companies develop solutions for complex problems involving multiple disciplines. Examples of successful projects include large-scale machine learning for pharmaceutical companies, DNA sequencing software for hospitals and pharmaceutical companies, assay image feature extraction, advanced biostatistics and data analytics, and even multi-physics space weather simulations. The work on elPrep 4.0 was partially funded through the imec.icon research project GAP, a research project to optimize the ICT infrastructure for whole genome sequencing in hospitals, in collaboration with Bluebee, Western Digital, Agilent, Ghent University, KU Leuven, and the academic hospital UZ Leuven.
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About imec
Imec is the world-leading research and innovation hub in nanoelectronics and digital technologies. The combination of our widely acclaimed leadership in microchip technology and profound software and ICT expertise is what makes us unique. By leveraging our world-class infrastructure and local and global ecosystem of partners across a multitude of industries, we create groundbreaking innovation in application domains such as healthcare, smart cities and mobility, logistics and manufacturing, energy and education.
As a trusted partner for companies, start-ups and universities we bring together more than 4,000 brilliant minds from over 85 nationalities. Imec is headquartered in Leuven, Belgium and has distributed R&D groups at a number of Flemish universities, in the Netherlands, Taiwan, USA, China, and offices in India and Japan. In 2017, imec's revenue (P&L) totaled 546 million euro. Further information on imec can be found at www.imec-int.com.
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