Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, 94720, USA.
DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, 94720, USA.
Commun Biol. 2021 Nov 18;4(1):1302. doi: 10.1038/s42003-021-02809-4.
Microbial biosynthetic gene clusters (BGCs) encoding secondary metabolites are thought to impact a plethora of biologically mediated environmental processes, yet their discovery and functional characterization in natural microbiomes remains challenging. Here we describe deep long-read sequencing and assembly of metagenomes from biological soil crusts, a group of soil communities that are rich in BGCs. Taking advantage of the unusually long assemblies produced by this approach, we recovered nearly 3,000 BGCs for analysis, including 712 full-length BGCs. Functional exploration through metatranscriptome analysis of a 3-day wetting experiment uncovered phylum-specific BGC expression upon activation from dormancy, elucidating distinct roles and complex phylogenetic and temporal dynamics in wetting processes. For example, a pronounced increase in BGC transcription occurs at night primarily in cyanobacteria, implicating BGCs in nutrient scavenging roles and niche competition. Taken together, our results demonstrate that long-read metagenomic sequencing combined with metatranscriptomic analysis provides a direct view into the functional dynamics of BGCs in environmental processes and suggests a central role of secondary metabolites in maintaining phylogenetically conserved niches within biocrusts.
微生物生物合成基因簇(BGCs)编码的次生代谢产物被认为会影响到大量生物介导的环境过程,但在自然微生物组中发现和功能表征它们仍然具有挑战性。在这里,我们描述了从生物土壤结皮(一种富含 BGCs 的土壤群落)的宏基因组中进行深度长读测序和组装。利用这种方法产生的异常长的组装,我们回收了近 3000 个 BGC 进行分析,其中包括 712 个全长 BGC。通过对为期 3 天的润湿实验的宏转录组分析进行功能探索,揭示了休眠激活后门特定 BGC 的表达,阐明了润湿过程中不同的作用、复杂的系统发育和时间动态。例如,在夜间,主要在蓝细菌中,BGC 的转录明显增加,暗示 BGC 在营养物质的攫取和生态位竞争中发挥作用。总之,我们的结果表明,长读长宏基因组测序与宏转录组分析相结合,为 BGC 在环境过程中的功能动态提供了直接的观察,并表明次生代谢物在维持生物结皮中系统发育保守的生态位方面发挥着核心作用。