Pallen Mark J
Microbiology and Infection Unit, Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK.
Microb Biotechnol. 2016 Sep;9(5):681-6. doi: 10.1111/1751-7915.12389. Epub 2016 Jul 29.
Microbial bioinformatics in 2020 will remain a vibrant, creative discipline, adding value to the ever-growing flood of new sequence data, while embracing novel technologies and fresh approaches. Databases and search strategies will struggle to cope and manual curation will not be sustainable during the scale-up to the million-microbial-genome era. Microbial taxonomy will have to adapt to a situation in which most microorganisms are discovered and characterised through the analysis of sequences. Genome sequencing will become a routine approach in clinical and research laboratories, with fresh demands for interpretable user-friendly outputs. The "internet of things" will penetrate healthcare systems, so that even a piece of hospital plumbing might have its own IP address that can be integrated with pathogen genome sequences. Microbiome mania will continue, but the tide will turn from molecular barcoding towards metagenomics. Crowd-sourced analyses will collide with cloud computing, but eternal vigilance will be the price of preventing the misinterpretation and overselling of microbial sequence data. Output from hand-held sequencers will be analysed on mobile devices. Open-source training materials will address the need for the development of a skilled labour force. As we boldly go into the third decade of the twenty-first century, microbial sequence space will remain the final frontier!
2020年,微生物生物信息学仍将是一个充满活力、富有创造力的学科,在不断增加的海量新序列数据中发挥价值,同时接纳新技术和新方法。数据库和搜索策略将难以应对,在向百万微生物基因组时代扩展的过程中,人工整理将难以为继。微生物分类学将不得不适应这样一种情况,即大多数微生物是通过序列分析发现和表征的。基因组测序将成为临床和研究实验室的常规方法,对可解释的用户友好型输出有新的需求。“物联网”将渗透到医疗系统中,以至于医院的一条管道可能都有自己的IP地址,并能与病原体基因组序列整合。微生物群落热将持续,但潮流将从分子条形码转向宏基因组学。众包分析将与云计算发生碰撞,但要防止微生物序列数据的错误解读和过度推销,就必须时刻保持警惕。手持测序仪的输出结果将在移动设备上进行分析。开源培训材料将满足培养技术劳动力的需求。当我们大胆迈入21世纪的第三个十年时,微生物序列空间仍将是最后的前沿领域!