Microbiome studies have recently transitioned from experimental designs with a few hundred samples to designs spanning tens of thousands of samples. Modern studies such as the Earth Microbiome Project (EMP) afford the statistics crucial for untangling the many factors that influence microbial community composition. Analyzing those data used to require access to a compute cluster, making it both expensive and inconvenient. We show that recent improvements in both hardware and software now allow to compute key bioinformatics tasks on EMP-sized data in minutes using a gaming-class laptop, enabling much faster and broader microbiome science insights.
翻译:最近,微生物研究已从具有几百个样本的实验设计转变为涉及数万个样本的设计。现代研究,如地球微生物项目(EMP)提供了解密影响微生物群落构成的许多因素的关键统计数据。分析这些数据,用这些数据来要求获得计算组,既昂贵又不方便。我们表明,硬件和软件的最近改进现在可以利用游戏级手提电脑在分钟内计算EMP大小数据的关键生物信息任务,从而能够更快和更广泛地进行微生物科学的洞察。