Laboratory for Prediction of Cell Systems Dynamics, RIKEN Center for Biosystems Dynamics Research (BDR), 6-2-3, Furuedai, Suita, Osaka, 565-0874, Japan.
Laboratory for Intestinal Ecosystem, RIKEN Center for Integrative Medical Sciences (IMS), 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan.
Nat Commun. 2022 Feb 22;13(1):863. doi: 10.1038/s41467-022-28426-1.
The bacterial microbiota works as a community that consists of many individual organisms, i.e., cells. To fully understand the function of bacterial microbiota, individual cells must be identified; however, it is difficult with current techniques. Here, we develop a method, Barcoding Bacteria for Identification and Quantification (BarBIQ), which classifies single bacterial cells into taxa-named herein cell-based operational taxonomy units (cOTUs)-based on cellularly barcoded 16S rRNA sequences with single-base accuracy, and quantifies the cell number for each cOTU in the microbiota in a high-throughput manner. We apply BarBIQ to murine cecal microbiotas and quantify in total 3.4 × 10 bacterial cells containing 810 cOTUs. Interestingly, we find location-dependent global differences in the cecal microbiota depending on the dietary vitamin A deficiency, and more differentially abundant cOTUs at the proximal location than the distal location. Importantly, these location differences are not clearly shown by conventional 16S rRNA gene-amplicon sequencing methods, which quantify the 16S rRNA genes, not the cells. Thus, BarBIQ enables microbiota characterization with the identification and quantification of individual constituent bacteria, which is a cornerstone for microbiota studies.
细菌微生物群落作为一个由许多个体生物(即细胞)组成的社区发挥作用。为了充分了解细菌微生物群落的功能,必须识别单个细胞;然而,目前的技术很难做到这一点。在这里,我们开发了一种方法,即基于细胞的分类操作分类单元条形码(BarBIQ),它基于细胞条形码 16S rRNA 序列,以单碱基精度将单个细菌细胞分类为分类单元-在此命名为基于细胞的操作分类单元(cOTU),并以高通量的方式定量微生物群落中每个 cOTU 的细胞数量。我们将 BarBIQ 应用于鼠盲肠微生物群,并定量分析了总共 3.4×10 个细菌细胞,其中包含 810 个 cOTU。有趣的是,我们发现盲肠微生物群存在位置依赖的全局差异,与远端位置相比,近端位置的差异丰度更高的 cOTU 更多。重要的是,这些位置差异在传统的 16S rRNA 基因扩增子测序方法中并不明显,这些方法定量的是 16S rRNA 基因,而不是细胞。因此,BarBIQ 能够对单个组成细菌进行鉴定和定量,从而对微生物群落进行特征描述,这是微生物群落研究的基石。