Abstract

High-throughput sequencing is expanding our knowledge of microbial diversity in the environment. Still, understanding the metabolic potentials and ecological roles of rare and uncultured microbes in natural communities remains a major challenge. To this end, we applied a ‘divide and conquer' strategy that partitioned a massive metagenomic data set (>100 Gbp) into subsets based on K-mer frequency in sequence assembly to a low-diversity acid mine drainage (AMD) microbial community and, by integrating with an additional metatranscriptomic assembly, successfully obtained 11 draft genomes most of which represent yet uncultured and/or rare taxa (relative abundance <1%). We report the first genome of a naturally occurring Ferrovum population (relative abundance >90%) and its metabolic potentials and gene expression profile, providing initial molecular insights into the ecological role of these lesser known, but potentially important, microorganisms in the AMD environment. Gene transcriptional analysis of the active taxa revealed major metabolic capabilities executed in situ, including carbon- and nitrogen-related metabolisms associated with syntrophic interactions, iron and sulfur oxidation, which are key in energy conservation and AMD generation, and the mechanisms of adaptation and response to the environmental stresses (heavy metals, low pH and oxidative stress). Remarkably, nitrogen fixation and sulfur oxidation were performed by the rare taxa, indicating their critical roles in the overall functioning and assembly of the AMD community. Our study demonstrates the potential of the ‘divide and conquer' strategy in high-throughput sequencing data assembly for genome reconstruction and functional partitioning analysis of both dominant and rare species in natural microbial assemblages.

Highlights

  • Microorganisms are critical to the functioning of virtually all ecosystems on our planet (Harris, 2009; Jiao et al, 2010), yet we know little about their precise ecological and functional roles in the community (Prosser et al, 2007)

  • Relative transcriptional activity (RTA) of a given gene, or KEGG orthologs (KOs), or clusters of orthologous groups of proteins (COG) from a genome was calculated in a normalized way as: Physicochemical characteristics and microbial community composition and diversity of the Acid mine drainage (AMD) sample

  • Pyrosequencing where cDNAab is the relative abundance of complementary DNA (cDNA) analysis of 16S rRNA genes revealed a microbial reads matching gene a in genome b, community of very low diversity, with a total of 81 and DNAab is the relative abundance of DNA reads operational taxonomic units from 10 845 quality matching gene a in genome b

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Summary

Introduction

Microorganisms are critical to the functioning of virtually all ecosystems on our planet (Harris, 2009; Jiao et al, 2010), yet we know little about their precise ecological and functional roles in the community (Prosser et al, 2007). To further reveal the ecological roles of active taxa in ammonium assimilation, and nitrate reductases for the AMD community, the 10 genes with the highest dissimilatory functions were highly expressed in relative transcriptional activity in each taxon were FKB2 (Supplementary Tables 4 and 6).

Results
Conclusion
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