Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.
Japan Microbiome Consortium (JMBC), Osaka, Japan.
Microbiol Spectr. 2022 Apr 27;10(2):e0191521. doi: 10.1128/spectrum.01915-21. Epub 2022 Mar 2.
Standardization and quality assurance of microbiome community analysis by high-throughput DNA sequencing require widely accessible and well-characterized reference materials. Here, we report on newly developed DNA and whole-cell mock communities to serve as control reagents for human gut microbiota measurements by shotgun metagenomics and 16S rRNA gene amplicon sequencing. The mock communities were formulated as near-even blends of up to 20 bacterial species prevalent in the human gut, span a wide range of genomic guanine-cytosine (GC) contents, and include multiple strains with Gram-positive type cell walls. Through a collaborative study, we carefully characterized the mock communities by shotgun metagenomics, using previously developed standardized protocols for DNA extraction and sequencing library construction. Further, we validated fitness of the mock communities for revealing technically meaningful differences among protocols for DNA extraction and metagenome/16S rRNA gene amplicon library construction. Finally, we used the mock communities to reveal varying performance of metagenome-based taxonomic profilers and the impact of trimming and filtering of sequencing reads on observed species profiles. The latter showed that aggressive preprocessing of reads may result in substantial GC-dependent bias and should thus be carefully evaluated to minimize unintended effects on species abundances. Taken together, the mock communities are expected to support a myriad of applications that rely on well-characterized control reagents, ranging from evaluation and optimization of methods to assessment of reproducibility in interlaboratory studies and routine quality control. Application of high-throughput DNA sequencing has greatly accelerated human microbiome research and its translation into new therapeutic and diagnostic capabilities. Microbiome community analyses results can, however, vary considerably across studies or laboratories, and establishment of measurement standards to improve accuracy and reproducibility has become a priority. The here-developed mock communities, which are available from the NITE Biological Resource Center (NBRC) at the National Institute of Technology and Evaluation (NITE, Japan), provide well-characterized control reagents that allow users to judge the accuracy of their measurement results. Widespread and consistent adoption of the mock communities will improve reproducibility and comparability of microbiome community analyses, thereby supporting and accelerating human microbiome research and development.
通过高通量 DNA 测序实现微生物组群落分析的标准化和质量保证,需要广泛使用和充分表征的参考材料。在这里,我们报告了新开发的 DNA 和全细胞模拟群落,作为通过 shotgun 宏基因组学和 16S rRNA 基因扩增子测序测量人类肠道微生物组的对照试剂。模拟群落是由多达 20 种在人类肠道中流行的细菌近均匀混合而成,基因组鸟嘌呤-胞嘧啶(GC)含量范围广泛,包括具有革兰氏阳性细胞壁的多个菌株。通过合作研究,我们使用先前开发的标准化 DNA 提取和测序文库构建协议,通过 shotgun 宏基因组学仔细表征了模拟群落。此外,我们验证了模拟群落对于揭示 DNA 提取和宏基因组/16S rRNA 基因扩增子文库构建方案之间存在技术上有意义的差异的适用性。最后,我们使用模拟群落揭示了基于宏基因组的分类分析器的不同性能,以及测序reads 修剪和过滤对观察到的物种分布的影响。后者表明,对 reads 的激进预处理可能会导致与 GC 依赖性偏差,因此应仔细评估以最小化对物种丰度的意外影响。总之,模拟群落有望支持依赖于充分表征的对照试剂的各种应用,范围从方法的评估和优化到实验室间研究和常规质量控制的可重复性评估。
高通量 DNA 测序的应用极大地加速了人类微生物组研究及其转化为新的治疗和诊断能力。然而,微生物组群落分析的结果在不同的研究或实验室中可能有很大差异,建立提高准确性和可重复性的测量标准已成为当务之急。这里开发的模拟群落可从日本国家技术与评估研究所(NITE)的 NITE 生物资源中心(NBRC)获得,提供了经过充分表征的对照试剂,使用户能够判断其测量结果的准确性。广泛和一致地采用模拟群落将提高微生物组群落分析的可重复性和可比性,从而支持和加速人类微生物组的研究和发展。