Murray Dáithí C, Coghlan Megan L, Bunce Michael
Trace and Environmental DNA Laboratory, Department of Environment and Agriculture, Curtin University, Perth, Western Australia, Australia.
PLoS One. 2015 Apr 22;10(4):e0124671. doi: 10.1371/journal.pone.0124671. eCollection 2015.
Amplicon sequencing has been the method of choice in many high-throughput DNA sequencing (HTS) applications. To date there has been a heavy focus on the means by which to analyse the burgeoning amount of data afforded by HTS. In contrast, there has been a distinct lack of attention paid to considerations surrounding the importance of sample preparation and the fidelity of library generation. No amount of high-end bioinformatics can compensate for poorly prepared samples and it is therefore imperative that careful attention is given to sample preparation and library generation within workflows, especially those involving multiple PCR steps. This paper redresses this imbalance by focusing on aspects pertaining to the benchtop within typical amplicon workflows: sample screening, the target region, and library generation. Empirical data is provided to illustrate the scope of the problem. Lastly, the impact of various data analysis parameters is also investigated in the context of how the data was initially generated. It is hoped this paper may serve to highlight the importance of pre-analysis workflows in achieving meaningful, future-proof data that can be analysed appropriately. As amplicon sequencing gains traction in a variety of diagnostic applications from forensics to environmental DNA (eDNA) it is paramount workflows and analytics are both fit for purpose.
扩增子测序一直是许多高通量DNA测序(HTS)应用中的首选方法。迄今为止,人们主要关注的是分析HTS所提供的大量数据的方法。相比之下,对于样本制备的重要性以及文库构建的保真度等相关考虑却明显缺乏关注。再多的高端生物信息学也无法弥补样本制备不佳的问题,因此在工作流程中,尤其是那些涉及多个PCR步骤的流程中,必须认真关注样本制备和文库构建。本文通过关注典型扩增子工作流程中与实验台相关的方面来纠正这种不平衡:样本筛选、目标区域和文库构建。提供了实证数据来说明问题的范围。最后,还在数据最初生成的背景下研究了各种数据分析参数的影响。希望本文能够突出分析前工作流程在获得有意义的、面向未来的数据以便进行适当分析方面的重要性。随着扩增子测序在从法医到环境DNA(eDNA)等各种诊断应用中越来越受欢迎,工作流程和分析方法都必须适用于相应目的,这至关重要。